id	sid	tid	token	lemma	pos
aiti-13689	1	1	microsoft	microsoft	PROPN
aiti-13689	1	2	word	word	NOUN
aiti-13689	1	3	5	5	NUM
aiti-13689	1	4	-	-	PUNCT
aiti-13689	1	5	v9n3(2024)-aiti#13689(210	v9n3(2024)-aiti#13689(210	NOUN
aiti-13689	1	6	-	-	PUNCT
aiti-13689	1	7	223).docx	223).docx	NUM
aiti-13689	1	8	advances	advance	NOUN
aiti-13689	1	9	in	in	ADP
aiti-13689	1	10	technology	technology	NOUN
aiti-13689	1	11	innovation	innovation	NOUN
aiti-13689	1	12	,	,	PUNCT
aiti-13689	1	13	vol	vol	NOUN
aiti-13689	1	14	.	.	PROPN
aiti-13689	1	15	9	9	NUM
aiti-13689	1	16	,	,	PUNCT
aiti-13689	1	17	no	no	INTJ
aiti-13689	1	18	.	.	NOUN
aiti-13689	1	19	3	3	NUM
aiti-13689	1	20	,	,	PUNCT
aiti-13689	1	21	2024	2024	NUM
aiti-13689	1	22	,	,	PUNCT
aiti-13689	1	23	pp	pp	ADJ
aiti-13689	1	24	.	.	PUNCT
aiti-13689	2	1	210	210	NUM
aiti-13689	2	2	-	-	SYM
aiti-13689	2	3	223	223	NUM
aiti-13689	2	4	english	english	ADJ
aiti-13689	2	5	language	language	NOUN
aiti-13689	2	6	proofreader	proofreader	NOUN
aiti-13689	2	7	:	:	PUNCT
aiti-13689	2	8	chih	chih	PROPN
aiti-13689	2	9	-	-	PUNCT
aiti-13689	2	10	wei	wei	PROPN
aiti-13689	2	11	chang	chang	PROPN
aiti-13689	2	12	synergistic	synergistic	ADJ
aiti-13689	2	13	application	application	NOUN
aiti-13689	2	14	of	of	ADP
aiti-13689	2	15	particle	particle	NOUN
aiti-13689	2	16	swarm	swarm	NOUN
aiti-13689	2	17	optimization	optimization	NOUN
aiti-13689	2	18	and	and	CCONJ
aiti-13689	2	19	gravitational	gravitational	ADJ
aiti-13689	2	20	search	search	NOUN
aiti-13689	2	21	algorithm	algorithm	NOUN
aiti-13689	2	22	for	for	ADP
aiti-13689	2	23	solar	solar	ADJ
aiti-13689	2	24	pv	pv	NOUN
aiti-13689	2	25	performance	performance	NOUN
aiti-13689	2	26	improvement	improvement	NOUN
aiti-13689	2	27	aditya	aditya	PROPN
aiti-13689	2	28	sharma	sharma	PROPN
aiti-13689	2	29	*	*	PROPN
aiti-13689	2	30	,	,	PUNCT
aiti-13689	2	31	dheeraj	dheeraj	PROPN
aiti-13689	2	32	kumar	kumar	PROPN
aiti-13689	2	33	palwalia	palwalia	PROPN
aiti-13689	2	34	department	department	PROPN
aiti-13689	2	35	of	of	ADP
aiti-13689	2	36	electrical	electrical	ADJ
aiti-13689	2	37	engineering	engineering	NOUN
aiti-13689	2	38	,	,	PUNCT
aiti-13689	2	39	rajasthan	rajasthan	PROPN
aiti-13689	2	40	technical	technical	PROPN
aiti-13689	2	41	university	university	PROPN
aiti-13689	2	42	,	,	PUNCT
aiti-13689	2	43	kota	kota	PROPN
aiti-13689	2	44	,	,	PUNCT
aiti-13689	2	45	india	india	PROPN
aiti-13689	2	46	received	receive	VERB
aiti-13689	2	47	06	06	NUM
aiti-13689	2	48	may	may	PROPN
aiti-13689	2	49	2024	2024	NUM
aiti-13689	2	50	;	;	PUNCT
aiti-13689	2	51	received	receive	VERB
aiti-13689	2	52	in	in	ADP
aiti-13689	2	53	revised	revise	VERB
aiti-13689	2	54	form	form	NOUN
aiti-13689	2	55	29	29	NUM
aiti-13689	2	56	june	june	PROPN
aiti-13689	2	57	2024	2024	NUM
aiti-13689	2	58	;	;	PUNCT
aiti-13689	2	59	accepted	accept	VERB
aiti-13689	2	60	01	01	NUM
aiti-13689	2	61	july	july	PROPN
aiti-13689	2	62	2024	2024	NUM
aiti-13689	2	63	doi	doi	NOUN
aiti-13689	2	64	:	:	PUNCT
aiti-13689	2	65	https://doi.org/10.46604/aiti.2024.13689	https://doi.org/10.46604/aiti.2024.13689	NOUN
aiti-13689	2	66	abstract	abstract	NOUN
aiti-13689	2	67	this	this	DET
aiti-13689	2	68	study	study	NOUN
aiti-13689	2	69	aims	aim	VERB
aiti-13689	2	70	to	to	PART
aiti-13689	2	71	optimize	optimize	VERB
aiti-13689	2	72	photovoltaic	photovoltaic	NOUN
aiti-13689	2	73	systems	system	NOUN
aiti-13689	2	74	by	by	ADP
aiti-13689	2	75	developing	develop	VERB
aiti-13689	2	76	a	a	DET
aiti-13689	2	77	novel	novel	ADJ
aiti-13689	2	78	hybrid	hybrid	ADJ
aiti-13689	2	79	metaheuristic	metaheuristic	ADJ
aiti-13689	2	80	approach	approach	NOUN
aiti-13689	2	81	for	for	ADP
aiti-13689	2	82	maximum	maximum	ADJ
aiti-13689	2	83	power	power	NOUN
aiti-13689	2	84	point	point	NOUN
aiti-13689	2	85	tracking	tracking	NOUN
aiti-13689	2	86	(	(	PUNCT
aiti-13689	2	87	mppt	mppt	PROPN
aiti-13689	2	88	)	)	PUNCT
aiti-13689	2	89	.	.	PUNCT
aiti-13689	3	1	the	the	DET
aiti-13689	3	2	proposed	propose	VERB
aiti-13689	3	3	method	method	NOUN
aiti-13689	3	4	eclectically	eclectically	ADV
aiti-13689	3	5	combines	combine	VERB
aiti-13689	3	6	particle	particle	NOUN
aiti-13689	3	7	swarm	swarm	NOUN
aiti-13689	3	8	optimization	optimization	NOUN
aiti-13689	3	9	(	(	PUNCT
aiti-13689	3	10	pso	pso	NOUN
aiti-13689	3	11	)	)	PUNCT
aiti-13689	3	12	and	and	CCONJ
aiti-13689	3	13	gravitational	gravitational	ADJ
aiti-13689	3	14	search	search	NOUN
aiti-13689	3	15	algorithm	algorithm	NOUN
aiti-13689	3	16	(	(	PUNCT
aiti-13689	3	17	gsa	gsa	PROPN
aiti-13689	3	18	)	)	PUNCT
aiti-13689	3	19	to	to	PART
aiti-13689	3	20	overcome	overcome	VERB
aiti-13689	3	21	individual	individual	ADJ
aiti-13689	3	22	limitations	limitation	NOUN
aiti-13689	3	23	and	and	CCONJ
aiti-13689	3	24	leverage	leverage	NOUN
aiti-13689	3	25	complementary	complementary	ADJ
aiti-13689	3	26	strengths	strength	NOUN
aiti-13689	3	27	.	.	PUNCT
aiti-13689	4	1	pso	pso	NOUN
aiti-13689	4	2	,	,	PUNCT
aiti-13689	4	3	while	while	SCONJ
aiti-13689	4	4	surpassing	surpass	VERB
aiti-13689	4	5	in	in	ADP
aiti-13689	4	6	exploration	exploration	NOUN
aiti-13689	4	7	,	,	PUNCT
aiti-13689	4	8	may	may	AUX
aiti-13689	4	9	suffer	suffer	VERB
aiti-13689	4	10	from	from	ADP
aiti-13689	4	11	premature	premature	ADJ
aiti-13689	4	12	convergence	convergence	NOUN
aiti-13689	4	13	.	.	PUNCT
aiti-13689	5	1	gsa	gsa	PROPN
aiti-13689	5	2	demonstrates	demonstrate	VERB
aiti-13689	5	3	strong	strong	ADJ
aiti-13689	5	4	exploitation	exploitation	NOUN
aiti-13689	5	5	capabilities	capability	NOUN
aiti-13689	5	6	but	but	CCONJ
aiti-13689	5	7	can	can	AUX
aiti-13689	5	8	struggle	struggle	VERB
aiti-13689	5	9	with	with	ADP
aiti-13689	5	10	slow	slow	ADJ
aiti-13689	5	11	convergence	convergence	NOUN
aiti-13689	5	12	.	.	PUNCT
aiti-13689	6	1	a	a	DET
aiti-13689	6	2	simulation	simulation	NOUN
aiti-13689	6	3	model	model	NOUN
aiti-13689	6	4	is	be	AUX
aiti-13689	6	5	developed	develop	VERB
aiti-13689	6	6	to	to	PART
aiti-13689	6	7	evaluate	evaluate	VERB
aiti-13689	6	8	the	the	DET
aiti-13689	6	9	hybrid	hybrid	ADJ
aiti-13689	6	10	algorithm	algorithm	NOUN
aiti-13689	6	11	’s	’s	PART
aiti-13689	6	12	performance	performance	NOUN
aiti-13689	6	13	in	in	ADP
aiti-13689	6	14	optimizing	optimize	VERB
aiti-13689	6	15	pv	pv	NOUN
aiti-13689	6	16	systems	system	NOUN
aiti-13689	6	17	’	'	PUNCT
aiti-13689	6	18	duty	duty	NOUN
aiti-13689	6	19	cycle	cycle	NOUN
aiti-13689	6	20	.	.	PUNCT
aiti-13689	7	1	the	the	DET
aiti-13689	7	2	approach	approach	NOUN
aiti-13689	7	3	utilizes	utilize	VERB
aiti-13689	7	4	the	the	DET
aiti-13689	7	5	exploitation	exploitation	NOUN
aiti-13689	7	6	capabilities	capability	NOUN
aiti-13689	7	7	of	of	ADP
aiti-13689	7	8	pso	pso	NOUN
aiti-13689	7	9	and	and	CCONJ
aiti-13689	7	10	gsa	gsa	PROPN
aiti-13689	7	11	to	to	PART
aiti-13689	7	12	navigate	navigate	VERB
aiti-13689	7	13	the	the	DET
aiti-13689	7	14	search	search	NOUN
aiti-13689	7	15	space	space	NOUN
aiti-13689	7	16	effectively	effectively	ADV
aiti-13689	7	17	.	.	PUNCT
aiti-13689	8	1	results	result	NOUN
aiti-13689	8	2	demonstrate	demonstrate	VERB
aiti-13689	8	3	that	that	SCONJ
aiti-13689	8	4	the	the	DET
aiti-13689	8	5	hybrid	hybrid	ADJ
aiti-13689	8	6	algorithm	algorithm	NOUN
aiti-13689	8	7	outperforms	outperform	VERB
aiti-13689	8	8	traditional	traditional	ADJ
aiti-13689	8	9	techniques	technique	NOUN
aiti-13689	8	10	and	and	CCONJ
aiti-13689	8	11	standalone	standalone	NOUN
aiti-13689	8	12	metaheuristics	metaheuristic	NOUN
aiti-13689	8	13	,	,	PUNCT
aiti-13689	8	14	achieving	achieve	VERB
aiti-13689	8	15	improved	improved	ADJ
aiti-13689	8	16	convergence	convergence	NOUN
aiti-13689	8	17	time	time	NOUN
aiti-13689	8	18	,	,	PUNCT
aiti-13689	8	19	faster	fast	ADV
aiti-13689	8	20	settling	settling	NOUN
aiti-13689	8	21	time	time	NOUN
aiti-13689	8	22	,	,	PUNCT
aiti-13689	8	23	and	and	CCONJ
aiti-13689	8	24	enhanced	enhance	VERB
aiti-13689	8	25	mppt	mppt	NOUN
aiti-13689	8	26	tracking	track	VERB
aiti-13689	8	27	efficiency	efficiency	NOUN
aiti-13689	8	28	.	.	PUNCT
aiti-13689	9	1	under	under	ADP
aiti-13689	9	2	varying	vary	VERB
aiti-13689	9	3	irradiance	irradiance	NOUN
aiti-13689	9	4	conditions	condition	NOUN
aiti-13689	9	5	,	,	PUNCT
aiti-13689	9	6	the	the	DET
aiti-13689	9	7	proposed	propose	VERB
aiti-13689	9	8	method	method	NOUN
aiti-13689	9	9	consistently	consistently	ADV
aiti-13689	9	10	delivers	deliver	VERB
aiti-13689	9	11	higher	high	ADJ
aiti-13689	9	12	power	power	NOUN
aiti-13689	9	13	generation	generation	NOUN
aiti-13689	9	14	and	and	CCONJ
aiti-13689	9	15	improved	improve	VERB
aiti-13689	9	16	overall	overall	ADJ
aiti-13689	9	17	pv	pv	NOUN
aiti-13689	9	18	system	system	NOUN
aiti-13689	9	19	efficiency	efficiency	NOUN
aiti-13689	9	20	,	,	PUNCT
aiti-13689	9	21	offering	offer	VERB
aiti-13689	9	22	a	a	DET
aiti-13689	9	23	promising	promising	ADJ
aiti-13689	9	24	solution	solution	NOUN
aiti-13689	9	25	for	for	ADP
aiti-13689	9	26	optimizing	optimize	VERB
aiti-13689	9	27	pv	pv	NOUN
aiti-13689	9	28	systems	system	NOUN
aiti-13689	9	29	and	and	CCONJ
aiti-13689	9	30	maximizing	maximize	VERB
aiti-13689	9	31	energy	energy	NOUN
aiti-13689	9	32	generation	generation	NOUN
aiti-13689	9	33	.	.	PUNCT
aiti-13689	10	1	keywords	keyword	NOUN
aiti-13689	10	2	:	:	PUNCT
aiti-13689	10	3	gravitational	gravitational	ADJ
aiti-13689	10	4	search	search	NOUN
aiti-13689	10	5	algorithm	algorithm	NOUN
aiti-13689	10	6	(	(	PUNCT
aiti-13689	10	7	gsa	gsa	PROPN
aiti-13689	10	8	)	)	PUNCT
aiti-13689	10	9	,	,	PUNCT
aiti-13689	10	10	particle	particle	NOUN
aiti-13689	10	11	swarm	swarm	NOUN
aiti-13689	10	12	optimization	optimization	NOUN
aiti-13689	10	13	algorithm	algorithm	NOUN
aiti-13689	10	14	(	(	PUNCT
aiti-13689	10	15	pso	pso	NOUN
aiti-13689	10	16	)	)	PUNCT
aiti-13689	10	17	,	,	PUNCT
aiti-13689	10	18	maximum	maximum	ADJ
aiti-13689	10	19	power	power	NOUN
aiti-13689	10	20	point	point	NOUN
aiti-13689	10	21	tracking	tracking	NOUN
aiti-13689	10	22	(	(	PUNCT
aiti-13689	10	23	mppt	mppt	PROPN
aiti-13689	10	24	)	)	PUNCT
aiti-13689	10	25	,	,	PUNCT
aiti-13689	10	26	photovoltaic	photovoltaic	NOUN
aiti-13689	10	27	(	(	PUNCT
aiti-13689	10	28	pv	pv	NOUN
aiti-13689	10	29	)	)	PUNCT
aiti-13689	10	30	system	system	NOUN
aiti-13689	10	31	1	1	NUM
aiti-13689	10	32	.	.	PUNCT
aiti-13689	10	33	introduction	introduction	NOUN
aiti-13689	10	34	in	in	ADP
aiti-13689	10	35	the	the	DET
aiti-13689	10	36	face	face	NOUN
aiti-13689	10	37	of	of	ADP
aiti-13689	10	38	escalating	escalate	VERB
aiti-13689	10	39	energy	energy	NOUN
aiti-13689	10	40	demands	demand	NOUN
aiti-13689	10	41	and	and	CCONJ
aiti-13689	10	42	growing	grow	VERB
aiti-13689	10	43	concerns	concern	NOUN
aiti-13689	10	44	over	over	ADP
aiti-13689	10	45	environmental	environmental	ADJ
aiti-13689	10	46	sustainability	sustainability	NOUN
aiti-13689	10	47	,	,	PUNCT
aiti-13689	10	48	harnessing	harness	VERB
aiti-13689	10	49	renewable	renewable	ADJ
aiti-13689	10	50	energy	energy	NOUN
aiti-13689	10	51	sources	source	NOUN
aiti-13689	10	52	has	have	AUX
aiti-13689	10	53	become	become	VERB
aiti-13689	10	54	a	a	DET
aiti-13689	10	55	global	global	ADJ
aiti-13689	10	56	imperative	imperative	NOUN
aiti-13689	10	57	.	.	PUNCT
aiti-13689	11	1	solar	solar	ADJ
aiti-13689	11	2	photovoltaic	photovoltaic	NOUN
aiti-13689	11	3	(	(	PUNCT
aiti-13689	11	4	pv	pv	NOUN
aiti-13689	11	5	)	)	PUNCT
aiti-13689	11	6	systems	system	NOUN
aiti-13689	11	7	,	,	PUNCT
aiti-13689	11	8	which	which	PRON
aiti-13689	11	9	transform	transform	VERB
aiti-13689	11	10	sunlight	sunlight	NOUN
aiti-13689	11	11	into	into	ADP
aiti-13689	11	12	electrical	electrical	ADJ
aiti-13689	11	13	energy	energy	NOUN
aiti-13689	11	14	,	,	PUNCT
aiti-13689	11	15	have	have	AUX
aiti-13689	11	16	been	be	AUX
aiti-13689	11	17	necessitated	necessitate	VERB
aiti-13689	11	18	[	[	X
aiti-13689	11	19	1	1	NUM
aiti-13689	11	20	]	]	PUNCT
aiti-13689	11	21	.	.	PUNCT
aiti-13689	12	1	pv	pv	NOUN
aiti-13689	12	2	systems	system	NOUN
aiti-13689	12	3	offer	offer	VERB
aiti-13689	12	4	a	a	DET
aiti-13689	12	5	clean	clean	ADJ
aiti-13689	12	6	,	,	PUNCT
aiti-13689	12	7	renewable	renewable	ADJ
aiti-13689	12	8	,	,	PUNCT
aiti-13689	12	9	and	and	CCONJ
aiti-13689	12	10	sustainable	sustainable	ADJ
aiti-13689	12	11	source	source	NOUN
aiti-13689	12	12	of	of	ADP
aiti-13689	12	13	energy	energy	NOUN
aiti-13689	12	14	,	,	PUNCT
aiti-13689	12	15	embodying	embody	VERB
aiti-13689	12	16	their	their	PRON
aiti-13689	12	17	inherent	inherent	ADJ
aiti-13689	12	18	importance	importance	NOUN
aiti-13689	12	19	in	in	ADP
aiti-13689	12	20	the	the	DET
aiti-13689	12	21	transition	transition	NOUN
aiti-13689	12	22	towards	towards	ADP
aiti-13689	12	23	a	a	DET
aiti-13689	12	24	greener	green	ADJ
aiti-13689	12	25	and	and	CCONJ
aiti-13689	12	26	environmentally	environmentally	ADV
aiti-13689	12	27	-	-	PUNCT
aiti-13689	12	28	friendly	friendly	ADJ
aiti-13689	12	29	future	future	NOUN
aiti-13689	12	30	.	.	PUNCT
aiti-13689	13	1	pv	pv	NOUN
aiti-13689	13	2	systems	system	NOUN
aiti-13689	13	3	rely	rely	VERB
aiti-13689	13	4	on	on	ADP
aiti-13689	13	5	solar	solar	ADJ
aiti-13689	13	6	panels	panel	NOUN
aiti-13689	13	7	,	,	PUNCT
aiti-13689	13	8	which	which	PRON
aiti-13689	13	9	are	be	AUX
aiti-13689	13	10	composed	compose	VERB
aiti-13689	13	11	of	of	ADP
aiti-13689	13	12	interconnected	interconnected	ADJ
aiti-13689	13	13	pv	pv	NOUN
aiti-13689	13	14	cells	cell	NOUN
aiti-13689	13	15	that	that	PRON
aiti-13689	13	16	absorb	absorb	VERB
aiti-13689	13	17	sunlight	sunlight	NOUN
aiti-13689	13	18	and	and	CCONJ
aiti-13689	13	19	generate	generate	VERB
aiti-13689	13	20	electrical	electrical	ADJ
aiti-13689	13	21	current	current	NOUN
aiti-13689	13	22	[	[	X
aiti-13689	13	23	2	2	NUM
aiti-13689	13	24	]	]	PUNCT
aiti-13689	13	25	.	.	PUNCT
aiti-13689	14	1	however	however	ADV
aiti-13689	14	2	,	,	PUNCT
aiti-13689	14	3	the	the	DET
aiti-13689	14	4	effectiveness	effectiveness	NOUN
aiti-13689	14	5	of	of	ADP
aiti-13689	14	6	these	these	DET
aiti-13689	14	7	schemes	scheme	NOUN
aiti-13689	14	8	is	be	AUX
aiti-13689	14	9	influenced	influence	VERB
aiti-13689	14	10	by	by	ADP
aiti-13689	14	11	various	various	ADJ
aiti-13689	14	12	environmental	environmental	ADJ
aiti-13689	14	13	factors	factor	NOUN
aiti-13689	14	14	,	,	PUNCT
aiti-13689	14	15	such	such	ADJ
aiti-13689	14	16	as	as	ADP
aiti-13689	14	17	solar	solar	ADJ
aiti-13689	14	18	irradiance	irradiance	NOUN
aiti-13689	14	19	,	,	PUNCT
aiti-13689	14	20	temperature	temperature	NOUN
aiti-13689	14	21	,	,	PUNCT
aiti-13689	14	22	and	and	CCONJ
aiti-13689	14	23	shading	shading	NOUN
aiti-13689	14	24	conditions	condition	NOUN
aiti-13689	14	25	.	.	PUNCT
aiti-13689	15	1	to	to	PART
aiti-13689	15	2	maximize	maximize	VERB
aiti-13689	15	3	the	the	DET
aiti-13689	15	4	power	power	NOUN
aiti-13689	15	5	output	output	NOUN
aiti-13689	15	6	from	from	ADP
aiti-13689	15	7	solar	solar	ADJ
aiti-13689	15	8	pv	pv	NOUN
aiti-13689	15	9	systems	system	NOUN
aiti-13689	15	10	,	,	PUNCT
aiti-13689	15	11	advanced	advance	VERB
aiti-13689	15	12	maximum	maximum	ADJ
aiti-13689	15	13	power	power	NOUN
aiti-13689	15	14	point	point	NOUN
aiti-13689	15	15	tracking	tracking	NOUN
aiti-13689	15	16	(	(	PUNCT
aiti-13689	15	17	mppt	mppt	PROPN
aiti-13689	15	18	)	)	PUNCT
aiti-13689	15	19	techniques	technique	NOUN
aiti-13689	15	20	underscore	underscore	VERB
aiti-13689	15	21	functional	functional	ADJ
aiti-13689	15	22	indispensability	indispensability	NOUN
aiti-13689	16	1	[	[	X
aiti-13689	16	2	3	3	NUM
aiti-13689	16	3	-	-	SYM
aiti-13689	16	4	4	4	NUM
aiti-13689	16	5	]	]	PUNCT
aiti-13689	16	6	.	.	PUNCT
aiti-13689	17	1	mppt	mppt	PROPN
aiti-13689	17	2	algorithms	algorithm	NOUN
aiti-13689	17	3	continuously	continuously	ADV
aiti-13689	17	4	adjust	adjust	VERB
aiti-13689	17	5	the	the	DET
aiti-13689	17	6	operating	operating	NOUN
aiti-13689	17	7	point	point	NOUN
aiti-13689	17	8	of	of	ADP
aiti-13689	17	9	the	the	DET
aiti-13689	17	10	pv	pv	NOUN
aiti-13689	17	11	system	system	NOUN
aiti-13689	17	12	to	to	PART
aiti-13689	17	13	ensure	ensure	VERB
aiti-13689	17	14	the	the	DET
aiti-13689	17	15	system	system	NOUN
aiti-13689	17	16	operates	operate	VERB
aiti-13689	17	17	at	at	ADP
aiti-13689	17	18	the	the	DET
aiti-13689	17	19	maximum	maximum	ADJ
aiti-13689	17	20	power	power	NOUN
aiti-13689	17	21	point	point	NOUN
aiti-13689	17	22	(	(	PUNCT
aiti-13689	17	23	mpp	mpp	NOUN
aiti-13689	17	24	)	)	PUNCT
aiti-13689	17	25	,	,	PUNCT
aiti-13689	17	26	thereby	thereby	ADV
aiti-13689	17	27	extracting	extract	VERB
aiti-13689	17	28	the	the	DET
aiti-13689	17	29	highest	high	ADJ
aiti-13689	17	30	possible	possible	ADJ
aiti-13689	17	31	power	power	NOUN
aiti-13689	17	32	from	from	ADP
aiti-13689	17	33	the	the	DET
aiti-13689	17	34	solar	solar	ADJ
aiti-13689	17	35	panels	panel	NOUN
aiti-13689	17	36	under	under	ADP
aiti-13689	17	37	varying	vary	VERB
aiti-13689	17	38	conditions	condition	NOUN
aiti-13689	17	39	[	[	X
aiti-13689	17	40	5	5	NUM
aiti-13689	17	41	]	]	PUNCT
aiti-13689	17	42	.	.	PUNCT
aiti-13689	18	1	several	several	ADJ
aiti-13689	18	2	mppt	mppt	NOUN
aiti-13689	18	3	methods	method	NOUN
aiti-13689	18	4	are	be	AUX
aiti-13689	18	5	widely	widely	ADV
aiti-13689	18	6	deployed	deploy	VERB
aiti-13689	18	7	,	,	PUNCT
aiti-13689	18	8	such	such	ADJ
aiti-13689	18	9	as	as	ADP
aiti-13689	18	10	perturb	perturb	VERB
aiti-13689	18	11	and	and	CCONJ
aiti-13689	18	12	observe	observe	VERB
aiti-13689	18	13	(	(	PUNCT
aiti-13689	18	14	p&o	p&o	PROPN
aiti-13689	18	15	)	)	PUNCT
aiti-13689	18	16	and	and	CCONJ
aiti-13689	18	17	incremental	incremental	ADJ
aiti-13689	18	18	conductance	conductance	NOUN
aiti-13689	18	19	(	(	PUNCT
aiti-13689	18	20	ic	ic	NUM
aiti-13689	18	21	)	)	PUNCT
aiti-13689	18	22	,	,	PUNCT
aiti-13689	18	23	while	while	SCONJ
aiti-13689	18	24	effective	effective	ADJ
aiti-13689	18	25	in	in	ADP
aiti-13689	18	26	certain	certain	ADJ
aiti-13689	18	27	scenarios	scenario	NOUN
aiti-13689	18	28	,	,	PUNCT
aiti-13689	18	29	often	often	ADV
aiti-13689	18	30	struggle	struggle	VERB
aiti-13689	18	31	to	to	PART
aiti-13689	18	32	cope	cope	VERB
aiti-13689	18	33	with	with	ADP
aiti-13689	18	34	rapidly	rapidly	ADV
aiti-13689	18	35	changing	change	VERB
aiti-13689	18	36	environmental	environmental	ADJ
aiti-13689	18	37	conditions	condition	NOUN
aiti-13689	18	38	or	or	CCONJ
aiti-13689	18	39	complex	complex	ADJ
aiti-13689	18	40	system	system	NOUN
aiti-13689	18	41	dynamics	dynamic	NOUN
aiti-13689	18	42	[	[	X
aiti-13689	18	43	6	6	NUM
aiti-13689	18	44	]	]	PUNCT
aiti-13689	18	45	.	.	PUNCT
aiti-13689	19	1	to	to	PART
aiti-13689	19	2	address	address	VERB
aiti-13689	19	3	these	these	DET
aiti-13689	19	4	limitations	limitation	NOUN
aiti-13689	19	5	,	,	PUNCT
aiti-13689	19	6	researchers	researcher	NOUN
aiti-13689	19	7	have	have	AUX
aiti-13689	19	8	explored	explore	VERB
aiti-13689	19	9	the	the	DET
aiti-13689	19	10	application	application	NOUN
aiti-13689	19	11	of	of	ADP
aiti-13689	19	12	metaheuristic	metaheuristic	ADJ
aiti-13689	19	13	optimization	optimization	NOUN
aiti-13689	19	14	*	*	PUNCT
aiti-13689	19	15	corresponding	correspond	VERB
aiti-13689	19	16	author	author	NOUN
aiti-13689	19	17	.	.	PUNCT
aiti-13689	20	1	e	e	X
aiti-13689	20	2	-	-	NOUN
aiti-13689	20	3	mail	mail	NOUN
aiti-13689	20	4	address	address	NOUN
aiti-13689	20	5	:	:	PUNCT
aiti-13689	21	1	asharma.phd17@rtu.ac.in	asharma.phd17@rtu.ac.in	ADV
aiti-13689	21	2	advances	advance	NOUN
aiti-13689	21	3	in	in	ADP
aiti-13689	21	4	technology	technology	NOUN
aiti-13689	21	5	innovation	innovation	NOUN
aiti-13689	21	6	,	,	PUNCT
aiti-13689	21	7	vol	vol	NOUN
aiti-13689	21	8	.	.	PROPN
aiti-13689	22	1	9	9	NUM
aiti-13689	22	2	,	,	PUNCT
aiti-13689	22	3	no	no	INTJ
aiti-13689	22	4	.	.	NOUN
aiti-13689	22	5	3	3	NUM
aiti-13689	22	6	,	,	PUNCT
aiti-13689	22	7	2024	2024	NUM
aiti-13689	22	8	,	,	PUNCT
aiti-13689	22	9	pp	pp	ADJ
aiti-13689	22	10	.	.	PUNCT
aiti-13689	23	1	210	210	NUM
aiti-13689	23	2	-	-	SYM
aiti-13689	23	3	223	223	NUM
aiti-13689	23	4	211	211	NUM
aiti-13689	23	5	algorithms	algorithm	NOUN
aiti-13689	23	6	for	for	ADP
aiti-13689	23	7	mppt	mppt	NOUN
aiti-13689	23	8	in	in	ADP
aiti-13689	23	9	pv	pv	PROPN
aiti-13689	23	10	systems	system	NOUN
aiti-13689	23	11	[	[	X
aiti-13689	23	12	7	7	NUM
aiti-13689	23	13	]	]	PUNCT
aiti-13689	23	14	.	.	PUNCT
aiti-13689	24	1	these	these	DET
aiti-13689	24	2	algorithms	algorithm	NOUN
aiti-13689	24	3	,	,	PUNCT
aiti-13689	24	4	inspired	inspire	VERB
aiti-13689	24	5	by	by	ADP
aiti-13689	24	6	natural	natural	ADJ
aiti-13689	24	7	phenomena	phenomenon	NOUN
aiti-13689	24	8	or	or	CCONJ
aiti-13689	24	9	biological	biological	ADJ
aiti-13689	24	10	processes	process	NOUN
aiti-13689	24	11	,	,	PUNCT
aiti-13689	24	12	offer	offer	VERB
aiti-13689	24	13	robust	robust	ADJ
aiti-13689	24	14	and	and	CCONJ
aiti-13689	24	15	effective	effective	ADJ
aiti-13689	24	16	solutions	solution	NOUN
aiti-13689	24	17	for	for	ADP
aiti-13689	24	18	complex	complex	ADJ
aiti-13689	24	19	optimization	optimization	NOUN
aiti-13689	24	20	problems	problem	NOUN
aiti-13689	24	21	[	[	X
aiti-13689	24	22	8	8	NUM
aiti-13689	24	23	]	]	PUNCT
aiti-13689	24	24	.	.	PUNCT
aiti-13689	25	1	two	two	NUM
aiti-13689	25	2	prominent	prominent	ADJ
aiti-13689	25	3	algorithms	algorithm	NOUN
aiti-13689	25	4	,	,	PUNCT
aiti-13689	25	5	the	the	PRON
aiti-13689	25	6	have	have	AUX
aiti-13689	25	7	attracted	attract	VERB
aiti-13689	25	8	attention	attention	NOUN
aiti-13689	25	9	in	in	ADP
aiti-13689	25	10	the	the	DET
aiti-13689	25	11	field	field	NOUN
aiti-13689	25	12	of	of	ADP
aiti-13689	25	13	mppt	mppt	PROPN
aiti-13689	25	14	,	,	PUNCT
aiti-13689	25	15	are	be	AUX
aiti-13689	25	16	the	the	DET
aiti-13689	25	17	particle	particle	NOUN
aiti-13689	25	18	swarm	swarm	NOUN
aiti-13689	25	19	optimization	optimization	NOUN
aiti-13689	25	20	(	(	PUNCT
aiti-13689	25	21	pso	pso	NOUN
aiti-13689	25	22	)	)	PUNCT
aiti-13689	25	23	and	and	CCONJ
aiti-13689	25	24	the	the	DET
aiti-13689	25	25	gravitational	gravitational	ADJ
aiti-13689	25	26	search	search	NOUN
aiti-13689	25	27	algorithm	algorithm	NOUN
aiti-13689	25	28	(	(	PUNCT
aiti-13689	25	29	gsa	gsa	PROPN
aiti-13689	25	30	)	)	PUNCT
aiti-13689	25	31	.	.	PUNCT
aiti-13689	26	1	the	the	DET
aiti-13689	26	2	pso	pso	NOUN
aiti-13689	26	3	algorithm	algorithm	NOUN
aiti-13689	26	4	is	be	AUX
aiti-13689	26	5	a	a	DET
aiti-13689	26	6	population	population	NOUN
aiti-13689	26	7	-	-	PUNCT
aiti-13689	26	8	based	base	VERB
aiti-13689	26	9	optimization	optimization	NOUN
aiti-13689	26	10	technique	technique	NOUN
aiti-13689	26	11	that	that	PRON
aiti-13689	26	12	emulates	emulate	VERB
aiti-13689	26	13	the	the	DET
aiti-13689	26	14	collective	collective	ADJ
aiti-13689	26	15	behavior	behavior	NOUN
aiti-13689	26	16	observed	observe	VERB
aiti-13689	26	17	in	in	ADP
aiti-13689	26	18	bird	bird	NOUN
aiti-13689	26	19	flocking	flocking	NOUN
aiti-13689	26	20	or	or	CCONJ
aiti-13689	26	21	fish	fish	NOUN
aiti-13689	26	22	schooling	schooling	NOUN
aiti-13689	26	23	.	.	PUNCT
aiti-13689	27	1	technically	technically	ADV
aiti-13689	27	2	the	the	DET
aiti-13689	27	3	pso	pso	NOUN
aiti-13689	27	4	commences	commence	VERB
aiti-13689	27	5	by	by	ADP
aiti-13689	27	6	initializing	initialize	VERB
aiti-13689	27	7	a	a	DET
aiti-13689	27	8	swarm	swarm	NOUN
aiti-13689	27	9	of	of	ADP
aiti-13689	27	10	particles	particle	NOUN
aiti-13689	27	11	,	,	PUNCT
aiti-13689	27	12	where	where	SCONJ
aiti-13689	27	13	each	each	DET
aiti-13689	27	14	particle	particle	NOUN
aiti-13689	27	15	represents	represent	VERB
aiti-13689	27	16	a	a	DET
aiti-13689	27	17	potential	potential	ADJ
aiti-13689	27	18	solution	solution	NOUN
aiti-13689	27	19	to	to	ADP
aiti-13689	27	20	the	the	DET
aiti-13689	27	21	problem	problem	NOUN
aiti-13689	27	22	[	[	X
aiti-13689	27	23	9	9	NUM
aiti-13689	27	24	-	-	SYM
aiti-13689	27	25	10	10	NUM
aiti-13689	27	26	]	]	PUNCT
aiti-13689	27	27	.	.	PUNCT
aiti-13689	28	1	the	the	DET
aiti-13689	28	2	pso	pso	NOUN
aiti-13689	28	3	iteratively	iteratively	ADV
aiti-13689	28	4	updates	update	VERB
aiti-13689	28	5	the	the	DET
aiti-13689	28	6	positions	position	NOUN
aiti-13689	28	7	and	and	CCONJ
aiti-13689	28	8	velocities	velocity	NOUN
aiti-13689	28	9	of	of	ADP
aiti-13689	28	10	the	the	DET
aiti-13689	28	11	particles	particle	NOUN
aiti-13689	28	12	based	base	VERB
aiti-13689	28	13	on	on	ADP
aiti-13689	28	14	their	their	PRON
aiti-13689	28	15	respective	respective	ADJ
aiti-13689	28	16	best	good	ADJ
aiti-13689	28	17	solutions	solution	NOUN
aiti-13689	28	18	and	and	CCONJ
aiti-13689	28	19	the	the	DET
aiti-13689	28	20	globally	globally	ADV
aiti-13689	28	21	optimal	optimal	ADJ
aiti-13689	28	22	solution	solution	NOUN
aiti-13689	28	23	found	find	VERB
aiti-13689	28	24	by	by	ADP
aiti-13689	28	25	the	the	DET
aiti-13689	28	26	entire	entire	ADJ
aiti-13689	28	27	swarm	swarm	NOUN
aiti-13689	28	28	.	.	PUNCT
aiti-13689	29	1	this	this	DET
aiti-13689	29	2	approach	approach	NOUN
aiti-13689	29	3	has	have	AUX
aiti-13689	29	4	demonstrated	demonstrate	VERB
aiti-13689	29	5	effective	effective	ADJ
aiti-13689	29	6	exploration	exploration	NOUN
aiti-13689	29	7	capabilities	capability	NOUN
aiti-13689	29	8	,	,	PUNCT
aiti-13689	29	9	enabling	enable	VERB
aiti-13689	29	10	the	the	DET
aiti-13689	29	11	pso	pso	NOUN
aiti-13689	29	12	to	to	PART
aiti-13689	29	13	efficiently	efficiently	ADV
aiti-13689	29	14	navigate	navigate	VERB
aiti-13689	29	15	the	the	DET
aiti-13689	29	16	search	search	NOUN
aiti-13689	29	17	space	space	NOUN
aiti-13689	29	18	and	and	CCONJ
aiti-13689	29	19	identify	identify	VERB
aiti-13689	29	20	promising	promising	ADJ
aiti-13689	29	21	regions	region	NOUN
aiti-13689	29	22	of	of	ADP
aiti-13689	29	23	interest	interest	NOUN
aiti-13689	29	24	.	.	PUNCT
aiti-13689	30	1	on	on	ADP
aiti-13689	30	2	the	the	DET
aiti-13689	30	3	other	other	ADJ
aiti-13689	30	4	hand	hand	NOUN
aiti-13689	30	5	,	,	PUNCT
aiti-13689	30	6	the	the	DET
aiti-13689	30	7	gsa	gsa	PROPN
aiti-13689	30	8	draws	draw	VERB
aiti-13689	30	9	inspiration	inspiration	NOUN
aiti-13689	30	10	from	from	ADP
aiti-13689	30	11	the	the	DET
aiti-13689	30	12	principles	principle	NOUN
aiti-13689	30	13	of	of	ADP
aiti-13689	30	14	newtonian	newtonian	ADJ
aiti-13689	30	15	gravity	gravity	NOUN
aiti-13689	30	16	and	and	CCONJ
aiti-13689	30	17	mass	mass	ADJ
aiti-13689	30	18	interactions	interaction	NOUN
aiti-13689	30	19	[	[	X
aiti-13689	30	20	11	11	NUM
aiti-13689	30	21	]	]	PUNCT
aiti-13689	30	22	.	.	PUNCT
aiti-13689	31	1	the	the	DET
aiti-13689	31	2	gsa	gsa	PROPN
aiti-13689	31	3	initializes	initialize	VERB
aiti-13689	31	4	a	a	DET
aiti-13689	31	5	population	population	NOUN
aiti-13689	31	6	of	of	ADP
aiti-13689	31	7	agents	agent	NOUN
aiti-13689	31	8	,	,	PUNCT
aiti-13689	31	9	conceptualized	conceptualize	VERB
aiti-13689	31	10	as	as	ADP
aiti-13689	31	11	masses	masse	NOUN
aiti-13689	31	12	,	,	PUNCT
aiti-13689	31	13	and	and	CCONJ
aiti-13689	31	14	iteratively	iteratively	ADV
aiti-13689	31	15	adjusts	adjust	VERB
aiti-13689	31	16	their	their	PRON
aiti-13689	31	17	positions	position	NOUN
aiti-13689	31	18	based	base	VERB
aiti-13689	31	19	on	on	ADP
aiti-13689	31	20	the	the	DET
aiti-13689	31	21	gravitational	gravitational	ADJ
aiti-13689	31	22	forces	force	NOUN
aiti-13689	31	23	exerted	exert	VERB
aiti-13689	31	24	by	by	ADP
aiti-13689	31	25	other	other	ADJ
aiti-13689	31	26	agents	agent	NOUN
aiti-13689	31	27	within	within	ADP
aiti-13689	31	28	the	the	DET
aiti-13689	31	29	population	population	NOUN
aiti-13689	31	30	.	.	PUNCT
aiti-13689	32	1	the	the	DET
aiti-13689	32	2	gsa	gsa	PROPN
aiti-13689	32	3	has	have	AUX
aiti-13689	32	4	attested	attest	VERB
aiti-13689	32	5	to	to	ADP
aiti-13689	32	6	its	its	PRON
aiti-13689	32	7	potency	potency	NOUN
aiti-13689	32	8	of	of	ADP
aiti-13689	32	9	optimization	optimization	NOUN
aiti-13689	32	10	,	,	PUNCT
aiti-13689	32	11	offering	offer	VERB
aiti-13689	32	12	robust	robust	ADJ
aiti-13689	32	13	exploitation	exploitation	NOUN
aiti-13689	32	14	capabilities	capability	NOUN
aiti-13689	32	15	and	and	CCONJ
aiti-13689	32	16	the	the	DET
aiti-13689	32	17	ability	ability	NOUN
aiti-13689	32	18	to	to	PART
aiti-13689	32	19	converge	converge	VERB
aiti-13689	32	20	towards	towards	ADP
aiti-13689	32	21	optimal	optimal	ADJ
aiti-13689	32	22	solutions	solution	NOUN
aiti-13689	32	23	efficiently	efficiently	ADV
aiti-13689	32	24	by	by	ADP
aiti-13689	32	25	capitalizing	capitalize	VERB
aiti-13689	32	26	on	on	ADP
aiti-13689	32	27	the	the	DET
aiti-13689	32	28	attractive	attractive	ADJ
aiti-13689	32	29	forces	force	NOUN
aiti-13689	32	30	between	between	ADP
aiti-13689	32	31	agents	agent	NOUN
aiti-13689	32	32	.	.	PUNCT
aiti-13689	33	1	both	both	PRON
aiti-13689	33	2	pso	pso	NOUN
aiti-13689	33	3	and	and	CCONJ
aiti-13689	33	4	gsa	gsa	PROPN
aiti-13689	33	5	have	have	AUX
aiti-13689	33	6	shown	show	VERB
aiti-13689	33	7	promising	promising	ADJ
aiti-13689	33	8	results	result	NOUN
aiti-13689	33	9	in	in	ADP
aiti-13689	33	10	mppt	mppt	PROPN
aiti-13689	33	11	applications	application	NOUN
aiti-13689	33	12	,	,	PUNCT
aiti-13689	33	13	each	each	DET
aiti-13689	33	14	algorithm	algorithm	NOUN
aiti-13689	33	15	has	have	VERB
aiti-13689	33	16	its	its	PRON
aiti-13689	33	17	strengths	strength	NOUN
aiti-13689	33	18	and	and	CCONJ
aiti-13689	33	19	limitations	limitation	NOUN
aiti-13689	33	20	.	.	PUNCT
aiti-13689	34	1	the	the	DET
aiti-13689	34	2	pso	pso	NOUN
aiti-13689	34	3	excels	excel	VERB
aiti-13689	34	4	in	in	ADP
aiti-13689	34	5	exploration	exploration	NOUN
aiti-13689	34	6	but	but	CCONJ
aiti-13689	34	7	may	may	AUX
aiti-13689	34	8	struggle	struggle	VERB
aiti-13689	34	9	with	with	ADP
aiti-13689	34	10	premature	premature	ADJ
aiti-13689	34	11	convergence	convergence	NOUN
aiti-13689	34	12	or	or	CCONJ
aiti-13689	34	13	stagnation	stagnation	NOUN
aiti-13689	34	14	in	in	ADP
aiti-13689	34	15	complex	complex	ADJ
aiti-13689	34	16	search	search	NOUN
aiti-13689	34	17	spaces	space	NOUN
aiti-13689	34	18	[	[	X
aiti-13689	34	19	12	12	NUM
aiti-13689	34	20	]	]	PUNCT
aiti-13689	34	21	.	.	PUNCT
aiti-13689	35	1	despite	despite	SCONJ
aiti-13689	35	2	the	the	DET
aiti-13689	35	3	effectiveness	effectiveness	NOUN
aiti-13689	35	4	of	of	ADP
aiti-13689	35	5	pso	pso	NOUN
aiti-13689	35	6	in	in	ADP
aiti-13689	35	7	mppt	mppt	PROPN
aiti-13689	35	8	,	,	PUNCT
aiti-13689	35	9	the	the	DET
aiti-13689	35	10	algorithm	algorithm	NOUN
aiti-13689	35	11	can	can	AUX
aiti-13689	35	12	incur	incur	VERB
aiti-13689	35	13	steady	steady	ADJ
aiti-13689	35	14	-	-	PUNCT
aiti-13689	35	15	state	state	NOUN
aiti-13689	35	16	oscillations	oscillation	NOUN
aiti-13689	35	17	,	,	PUNCT
aiti-13689	35	18	thereby	thereby	ADV
aiti-13689	35	19	impacting	impact	VERB
aiti-13689	35	20	system	system	NOUN
aiti-13689	35	21	stability	stability	NOUN
aiti-13689	35	22	[	[	X
aiti-13689	35	23	13	13	NUM
aiti-13689	35	24	]	]	PUNCT
aiti-13689	35	25	.	.	PUNCT
aiti-13689	36	1	traditional	traditional	ADJ
aiti-13689	36	2	pso	pso	NOUN
aiti-13689	36	3	algorithms	algorithm	NOUN
aiti-13689	36	4	might	might	AUX
aiti-13689	36	5	fail	fail	VERB
aiti-13689	36	6	under	under	ADP
aiti-13689	36	7	partial	partial	ADJ
aiti-13689	36	8	shading	shading	NOUN
aiti-13689	36	9	conditions	condition	NOUN
aiti-13689	36	10	without	without	ADP
aiti-13689	36	11	significant	significant	ADJ
aiti-13689	36	12	modifications	modification	NOUN
aiti-13689	36	13	to	to	PART
aiti-13689	36	14	improve	improve	VERB
aiti-13689	36	15	accuracy	accuracy	NOUN
aiti-13689	36	16	and	and	CCONJ
aiti-13689	36	17	convergence	convergence	NOUN
aiti-13689	36	18	speed	speed	NOUN
aiti-13689	36	19	[	[	X
aiti-13689	36	20	14	14	NUM
aiti-13689	36	21	]	]	PUNCT
aiti-13689	36	22	.	.	PUNCT
aiti-13689	37	1	conventional	conventional	ADJ
aiti-13689	37	2	pso	pso	NOUN
aiti-13689	37	3	methods	method	NOUN
aiti-13689	37	4	exhibit	exhibit	VERB
aiti-13689	37	5	steady	steady	ADJ
aiti-13689	37	6	-	-	PUNCT
aiti-13689	37	7	state	state	NOUN
aiti-13689	37	8	oscillations	oscillation	NOUN
aiti-13689	37	9	and	and	CCONJ
aiti-13689	37	10	slow	slow	ADJ
aiti-13689	37	11	tracking	tracking	NOUN
aiti-13689	37	12	under	under	ADP
aiti-13689	37	13	fickle	fickle	ADJ
aiti-13689	37	14	environmental	environmental	ADJ
aiti-13689	37	15	conditions	condition	NOUN
aiti-13689	37	16	[	[	X
aiti-13689	37	17	15	15	NUM
aiti-13689	37	18	]	]	PUNCT
aiti-13689	37	19	.	.	PUNCT
aiti-13689	38	1	classical	classical	ADJ
aiti-13689	38	2	pso	pso	NOUN
aiti-13689	38	3	techniques	technique	NOUN
aiti-13689	38	4	have	have	VERB
aiti-13689	38	5	high	high	ADJ
aiti-13689	38	6	oscillations	oscillation	NOUN
aiti-13689	38	7	around	around	ADP
aiti-13689	38	8	the	the	DET
aiti-13689	38	9	mpp	mpp	NOUN
aiti-13689	38	10	and	and	CCONJ
aiti-13689	38	11	slower	slow	ADJ
aiti-13689	38	12	convergence	convergence	NOUN
aiti-13689	38	13	times	time	NOUN
aiti-13689	38	14	under	under	ADP
aiti-13689	38	15	dynamic	dynamic	ADJ
aiti-13689	38	16	weather	weather	NOUN
aiti-13689	38	17	conditions	condition	NOUN
aiti-13689	38	18	[	[	X
aiti-13689	38	19	16	16	NUM
aiti-13689	38	20	]	]	PUNCT
aiti-13689	38	21	.	.	PUNCT
aiti-13689	39	1	the	the	DET
aiti-13689	39	2	traditional	traditional	ADJ
aiti-13689	39	3	pso	pso	NOUN
aiti-13689	39	4	approach	approach	NOUN
aiti-13689	39	5	suffers	suffer	VERB
aiti-13689	39	6	from	from	ADP
aiti-13689	39	7	lower	low	ADJ
aiti-13689	39	8	accuracy	accuracy	NOUN
aiti-13689	39	9	and	and	CCONJ
aiti-13689	39	10	speed	speed	NOUN
aiti-13689	39	11	,	,	PUNCT
aiti-13689	39	12	particularly	particularly	ADV
aiti-13689	39	13	under	under	ADP
aiti-13689	39	14	partial	partial	ADJ
aiti-13689	39	15	shading	shading	NOUN
aiti-13689	39	16	scenarios	scenario	NOUN
aiti-13689	39	17	[	[	X
aiti-13689	39	18	17	17	NUM
aiti-13689	39	19	]	]	PUNCT
aiti-13689	39	20	.	.	PUNCT
aiti-13689	40	1	conversely	conversely	ADV
aiti-13689	40	2	,	,	PUNCT
aiti-13689	40	3	gsa	gsa	PROPN
aiti-13689	40	4	demonstrates	demonstrate	VERB
aiti-13689	40	5	strong	strong	ADJ
aiti-13689	40	6	exploitation	exploitation	NOUN
aiti-13689	40	7	capabilities	capability	NOUN
aiti-13689	40	8	but	but	CCONJ
aiti-13689	40	9	may	may	AUX
aiti-13689	40	10	suffer	suffer	VERB
aiti-13689	40	11	from	from	ADP
aiti-13689	40	12	slow	slow	ADJ
aiti-13689	40	13	convergence	convergence	NOUN
aiti-13689	40	14	or	or	CCONJ
aiti-13689	40	15	lack	lack	NOUN
aiti-13689	40	16	of	of	ADP
aiti-13689	40	17	diversity	diversity	NOUN
aiti-13689	40	18	in	in	ADP
aiti-13689	40	19	certain	certain	ADJ
aiti-13689	40	20	scenarios	scenario	NOUN
aiti-13689	40	21	[	[	X
aiti-13689	40	22	18	18	NUM
aiti-13689	40	23	]	]	PUNCT
aiti-13689	40	24	.	.	PUNCT
aiti-13689	41	1	while	while	SCONJ
aiti-13689	41	2	implementing	implement	VERB
aiti-13689	41	3	gsa	gsa	PROPN
aiti-13689	41	4	,	,	PUNCT
aiti-13689	41	5	potential	potential	ADJ
aiti-13689	41	6	issues	issue	NOUN
aiti-13689	41	7	with	with	ADP
aiti-13689	41	8	convergence	convergence	NOUN
aiti-13689	41	9	speed	speed	NOUN
aiti-13689	41	10	and	and	CCONJ
aiti-13689	41	11	accuracy	accuracy	NOUN
aiti-13689	41	12	in	in	ADP
aiti-13689	41	13	certain	certain	ADJ
aiti-13689	41	14	shading	shading	NOUN
aiti-13689	41	15	conditions	condition	NOUN
aiti-13689	41	16	should	should	AUX
aiti-13689	41	17	be	be	AUX
aiti-13689	41	18	considered	consider	VERB
aiti-13689	41	19	[	[	X
aiti-13689	41	20	19	19	NUM
aiti-13689	41	21	]	]	PUNCT
aiti-13689	41	22	.	.	PUNCT
aiti-13689	42	1	despite	despite	SCONJ
aiti-13689	42	2	its	its	PRON
aiti-13689	42	3	effectiveness	effectiveness	NOUN
aiti-13689	42	4	,	,	PUNCT
aiti-13689	42	5	the	the	DET
aiti-13689	42	6	combination	combination	NOUN
aiti-13689	42	7	of	of	ADP
aiti-13689	42	8	gsa	gsa	PROPN
aiti-13689	42	9	with	with	ADP
aiti-13689	42	10	other	other	ADJ
aiti-13689	42	11	algorithms	algorithm	NOUN
aiti-13689	42	12	,	,	PUNCT
aiti-13689	42	13	such	such	ADJ
aiti-13689	42	14	as	as	ADP
aiti-13689	42	15	the	the	DET
aiti-13689	42	16	traditional	traditional	ADJ
aiti-13689	42	17	p&o	p&o	NOUN
aiti-13689	42	18	method	method	NOUN
aiti-13689	42	19	,	,	PUNCT
aiti-13689	42	20	introduces	introduce	VERB
aiti-13689	42	21	complexity	complexity	NOUN
aiti-13689	42	22	and	and	CCONJ
aiti-13689	42	23	potential	potential	ADJ
aiti-13689	42	24	inefficiencies	inefficiency	NOUN
aiti-13689	42	25	in	in	ADP
aiti-13689	42	26	certain	certain	ADJ
aiti-13689	42	27	conditions	condition	NOUN
aiti-13689	42	28	[	[	X
aiti-13689	42	29	20	20	NUM
aiti-13689	42	30	]	]	PUNCT
aiti-13689	42	31	.	.	PUNCT
aiti-13689	43	1	additionally	additionally	ADV
aiti-13689	43	2	,	,	PUNCT
aiti-13689	43	3	the	the	DET
aiti-13689	43	4	integration	integration	NOUN
aiti-13689	43	5	of	of	ADP
aiti-13689	43	6	gsa	gsa	PROPN
aiti-13689	43	7	with	with	ADP
aiti-13689	43	8	pso	pso	NOUN
aiti-13689	43	9	may	may	AUX
aiti-13689	43	10	hinder	hinder	VERB
aiti-13689	43	11	the	the	DET
aiti-13689	43	12	practicability	practicability	NOUN
aiti-13689	43	13	with	with	ADP
aiti-13689	43	14	increased	increase	VERB
aiti-13689	43	15	computational	computational	ADJ
aiti-13689	43	16	complexity	complexity	NOUN
aiti-13689	43	17	[	[	X
aiti-13689	43	18	2122	2122	NUM
aiti-13689	43	19	]	]	PUNCT
aiti-13689	43	20	.	.	PUNCT
aiti-13689	44	1	to	to	PART
aiti-13689	44	2	overcome	overcome	VERB
aiti-13689	44	3	these	these	DET
aiti-13689	44	4	drawbacks	drawback	NOUN
aiti-13689	44	5	and	and	CCONJ
aiti-13689	44	6	leverage	leverage	VERB
aiti-13689	44	7	the	the	DET
aiti-13689	44	8	complementary	complementary	ADJ
aiti-13689	44	9	strengths	strength	NOUN
aiti-13689	44	10	of	of	ADP
aiti-13689	44	11	both	both	DET
aiti-13689	44	12	algorithms	algorithm	NOUN
aiti-13689	44	13	,	,	PUNCT
aiti-13689	44	14	a	a	DET
aiti-13689	44	15	proposed	propose	VERB
aiti-13689	44	16	hybrid	hybrid	ADJ
aiti-13689	44	17	metaheuristic	metaheuristic	ADJ
aiti-13689	44	18	approach	approach	NOUN
aiti-13689	44	19	that	that	PRON
aiti-13689	44	20	combines	combine	VERB
aiti-13689	44	21	pso	pso	NOUN
aiti-13689	44	22	and	and	CCONJ
aiti-13689	44	23	gsa	gsa	PROPN
aiti-13689	44	24	is	be	AUX
aiti-13689	44	25	introduced	introduce	VERB
aiti-13689	44	26	.	.	PUNCT
aiti-13689	45	1	by	by	ADP
aiti-13689	45	2	integrating	integrate	VERB
aiti-13689	45	3	the	the	DET
aiti-13689	45	4	exploration	exploration	NOUN
aiti-13689	45	5	capabilities	capability	NOUN
aiti-13689	45	6	of	of	ADP
aiti-13689	45	7	pso	pso	NOUN
aiti-13689	45	8	with	with	ADP
aiti-13689	45	9	the	the	DET
aiti-13689	45	10	exploitation	exploitation	NOUN
aiti-13689	45	11	strengths	strength	NOUN
aiti-13689	45	12	of	of	ADP
aiti-13689	45	13	gsa	gsa	PROPN
aiti-13689	45	14	,	,	PUNCT
aiti-13689	45	15	these	these	DET
aiti-13689	45	16	hybrid	hybrid	ADJ
aiti-13689	45	17	algorithms	algorithm	NOUN
aiti-13689	45	18	aim	aim	VERB
aiti-13689	45	19	to	to	PART
aiti-13689	45	20	strike	strike	VERB
aiti-13689	45	21	a	a	DET
aiti-13689	45	22	balance	balance	NOUN
aiti-13689	45	23	between	between	ADP
aiti-13689	45	24	global	global	ADJ
aiti-13689	45	25	search	search	NOUN
aiti-13689	45	26	and	and	CCONJ
aiti-13689	45	27	local	local	ADJ
aiti-13689	45	28	refinement	refinement	NOUN
aiti-13689	45	29	,	,	PUNCT
aiti-13689	45	30	potentially	potentially	ADV
aiti-13689	45	31	facilitating	facilitate	VERB
aiti-13689	45	32	improved	improved	ADJ
aiti-13689	45	33	performance	performance	NOUN
aiti-13689	45	34	and	and	CCONJ
aiti-13689	45	35	faster	fast	ADJ
aiti-13689	45	36	convergence	convergence	NOUN
aiti-13689	45	37	toward	toward	ADP
aiti-13689	45	38	optimal	optimal	ADJ
aiti-13689	45	39	solutions	solution	NOUN
aiti-13689	45	40	.	.	PUNCT
aiti-13689	46	1	the	the	DET
aiti-13689	46	2	proposed	propose	VERB
aiti-13689	46	3	hybrid	hybrid	NOUN
aiti-13689	46	4	particle	particle	NOUN
aiti-13689	46	5	swarm	swarm	NOUN
aiti-13689	46	6	optimization	optimization	NOUN
aiti-13689	46	7	and	and	CCONJ
aiti-13689	46	8	gravitational	gravitational	ADJ
aiti-13689	46	9	search	search	NOUN
aiti-13689	46	10	algorithm	algorithm	NOUN
aiti-13689	46	11	(	(	PUNCT
aiti-13689	46	12	hpso	hpso	NOUN
aiti-13689	46	13	-	-	PUNCT
aiti-13689	46	14	gsa	gsa	PROPN
aiti-13689	46	15	)	)	PUNCT
aiti-13689	46	16	algorithm	algorithm	NOUN
aiti-13689	46	17	,	,	PUNCT
aiti-13689	46	18	which	which	PRON
aiti-13689	46	19	is	be	AUX
aiti-13689	46	20	presented	present	VERB
aiti-13689	46	21	in	in	ADP
aiti-13689	46	22	this	this	DET
aiti-13689	46	23	research	research	NOUN
aiti-13689	46	24	,	,	PUNCT
aiti-13689	46	25	integrates	integrate	VERB
aiti-13689	46	26	the	the	DET
aiti-13689	46	27	principles	principle	NOUN
aiti-13689	46	28	of	of	ADP
aiti-13689	46	29	pso	pso	NOUN
aiti-13689	46	30	and	and	CCONJ
aiti-13689	46	31	gsa	gsa	PROPN
aiti-13689	46	32	to	to	PART
aiti-13689	46	33	optimize	optimize	VERB
aiti-13689	46	34	the	the	DET
aiti-13689	46	35	duty	duty	NOUN
aiti-13689	46	36	cycle	cycle	NOUN
aiti-13689	46	37	solutions	solution	NOUN
aiti-13689	46	38	for	for	ADP
aiti-13689	46	39	pv	pv	NOUN
aiti-13689	46	40	systems	system	NOUN
aiti-13689	46	41	.	.	PUNCT
aiti-13689	47	1	in	in	ADP
aiti-13689	47	2	this	this	DET
aiti-13689	47	3	hybrid	hybrid	NOUN
aiti-13689	47	4	method	method	NOUN
aiti-13689	47	5	,	,	PUNCT
aiti-13689	47	6	a	a	DET
aiti-13689	47	7	swarm	swarm	NOUN
aiti-13689	47	8	of	of	ADP
aiti-13689	47	9	particles	particle	NOUN
aiti-13689	47	10	is	be	AUX
aiti-13689	47	11	initialized	initialize	VERB
aiti-13689	47	12	to	to	PART
aiti-13689	47	13	represent	represent	VERB
aiti-13689	47	14	potential	potential	ADJ
aiti-13689	47	15	solutions	solution	NOUN
aiti-13689	47	16	.	.	PUNCT
aiti-13689	48	1	the	the	DET
aiti-13689	48	2	pso	pso	NOUN
aiti-13689	48	3	component	component	NOUN
aiti-13689	48	4	directs	direct	VERB
aiti-13689	48	5	the	the	DET
aiti-13689	48	6	particles	particle	NOUN
aiti-13689	48	7	towards	towards	ADP
aiti-13689	48	8	promising	promising	ADJ
aiti-13689	48	9	areas	area	NOUN
aiti-13689	48	10	,	,	PUNCT
aiti-13689	48	11	while	while	SCONJ
aiti-13689	48	12	the	the	DET
aiti-13689	48	13	gsa	gsa	PROPN
aiti-13689	48	14	component	component	PROPN
aiti-13689	48	15	calculates	calculate	VERB
aiti-13689	48	16	gravitational	gravitational	ADJ
aiti-13689	48	17	forces	force	NOUN
aiti-13689	48	18	and	and	CCONJ
aiti-13689	48	19	masses	masse	NOUN
aiti-13689	48	20	to	to	PART
aiti-13689	48	21	enhance	enhance	VERB
aiti-13689	48	22	the	the	DET
aiti-13689	48	23	exploitation	exploitation	NOUN
aiti-13689	48	24	of	of	ADP
aiti-13689	48	25	optimal	optimal	ADJ
aiti-13689	48	26	solutions	solution	NOUN
aiti-13689	48	27	.	.	PUNCT
aiti-13689	49	1	the	the	DET
aiti-13689	49	2	algorithm	algorithm	NOUN
aiti-13689	49	3	updates	update	VERB
aiti-13689	49	4	the	the	DET
aiti-13689	49	5	velocities	velocity	NOUN
aiti-13689	49	6	and	and	CCONJ
aiti-13689	49	7	positions	position	NOUN
aiti-13689	49	8	of	of	ADP
aiti-13689	49	9	particles	particle	NOUN
aiti-13689	49	10	by	by	ADP
aiti-13689	49	11	combining	combine	VERB
aiti-13689	49	12	pso	pso	NOUN
aiti-13689	49	13	and	and	CCONJ
aiti-13689	49	14	gsa	gsa	PROPN
aiti-13689	49	15	equations	equation	NOUN
aiti-13689	49	16	,	,	PUNCT
aiti-13689	49	17	attaining	attain	VERB
aiti-13689	49	18	a	a	DET
aiti-13689	49	19	balanced	balanced	ADJ
aiti-13689	49	20	approach	approach	NOUN
aiti-13689	49	21	between	between	ADP
aiti-13689	49	22	exploration	exploration	NOUN
aiti-13689	49	23	and	and	CCONJ
aiti-13689	49	24	exploitation	exploitation	NOUN
aiti-13689	49	25	.	.	PUNCT
aiti-13689	50	1	by	by	ADP
aiti-13689	50	2	leveraging	leverage	VERB
aiti-13689	50	3	the	the	DET
aiti-13689	50	4	strengths	strength	NOUN
aiti-13689	50	5	of	of	ADP
aiti-13689	50	6	both	both	CCONJ
aiti-13689	50	7	pso	pso	NOUN
aiti-13689	50	8	and	and	CCONJ
aiti-13689	50	9	gsa	gsa	PROPN
aiti-13689	50	10	,	,	PUNCT
aiti-13689	50	11	the	the	DET
aiti-13689	50	12	hpso	hpso	NOUN
aiti-13689	50	13	-	-	PUNCT
aiti-13689	50	14	gsa	gsa	PROPN
aiti-13689	50	15	algorithm	algorithm	NOUN
aiti-13689	50	16	aims	aim	VERB
aiti-13689	50	17	to	to	PART
aiti-13689	50	18	surpass	surpass	VERB
aiti-13689	50	19	the	the	DET
aiti-13689	50	20	limitations	limitation	NOUN
aiti-13689	50	21	of	of	ADP
aiti-13689	50	22	individual	individual	ADJ
aiti-13689	50	23	algorithms	algorithm	NOUN
aiti-13689	50	24	,	,	PUNCT
aiti-13689	50	25	furnishing	furnish	VERB
aiti-13689	50	26	a	a	DET
aiti-13689	50	27	more	more	ADV
aiti-13689	50	28	robust	robust	ADJ
aiti-13689	50	29	and	and	CCONJ
aiti-13689	50	30	efficient	efficient	ADJ
aiti-13689	50	31	optimization	optimization	NOUN
aiti-13689	50	32	framework	framework	NOUN
aiti-13689	50	33	for	for	ADP
aiti-13689	50	34	mppt	mppt	NOUN
aiti-13689	50	35	in	in	ADP
aiti-13689	50	36	pv	pv	PROPN
aiti-13689	50	37	systems	system	NOUN
aiti-13689	50	38	.	.	PUNCT
aiti-13689	51	1	this	this	DET
aiti-13689	51	2	hybrid	hybrid	ADJ
aiti-13689	51	3	approach	approach	NOUN
aiti-13689	51	4	is	be	AUX
aiti-13689	51	5	expected	expect	VERB
aiti-13689	51	6	to	to	PART
aiti-13689	51	7	outperform	outperform	VERB
aiti-13689	51	8	traditional	traditional	ADJ
aiti-13689	51	9	optimization	optimization	NOUN
aiti-13689	51	10	techniques	technique	NOUN
aiti-13689	51	11	and	and	CCONJ
aiti-13689	51	12	single	single	ADJ
aiti-13689	51	13	metaheuristic	metaheuristic	ADJ
aiti-13689	51	14	algorithms	algorithm	NOUN
aiti-13689	51	15	,	,	PUNCT
aiti-13689	51	16	resulting	result	VERB
aiti-13689	51	17	in	in	ADP
aiti-13689	51	18	higher	high	ADJ
aiti-13689	51	19	power	power	NOUN
aiti-13689	51	20	generation	generation	NOUN
aiti-13689	51	21	and	and	CCONJ
aiti-13689	51	22	improved	improved	ADJ
aiti-13689	51	23	efficiency	efficiency	NOUN
aiti-13689	51	24	under	under	ADP
aiti-13689	51	25	various	various	ADJ
aiti-13689	51	26	operating	operating	NOUN
aiti-13689	51	27	conditions	condition	NOUN
aiti-13689	51	28	.	.	PUNCT
aiti-13689	52	1	212	212	NUM
aiti-13689	52	2	advances	advance	NOUN
aiti-13689	52	3	in	in	ADP
aiti-13689	52	4	technology	technology	NOUN
aiti-13689	52	5	innovation	innovation	NOUN
aiti-13689	52	6	,	,	PUNCT
aiti-13689	52	7	vol	vol	NOUN
aiti-13689	52	8	.	.	PROPN
aiti-13689	52	9	9	9	NUM
aiti-13689	52	10	,	,	PUNCT
aiti-13689	52	11	no	no	INTJ
aiti-13689	52	12	.	.	NOUN
aiti-13689	52	13	3	3	NUM
aiti-13689	52	14	,	,	PUNCT
aiti-13689	52	15	2024	2024	NUM
aiti-13689	52	16	,	,	PUNCT
aiti-13689	52	17	pp	pp	ADJ
aiti-13689	52	18	.	.	PUNCT
aiti-13689	52	19	210	210	NUM
aiti-13689	52	20	-	-	SYM
aiti-13689	52	21	223	223	NUM
aiti-13689	52	22	this	this	DET
aiti-13689	52	23	paper	paper	NOUN
aiti-13689	52	24	is	be	AUX
aiti-13689	52	25	structured	structure	VERB
aiti-13689	52	26	to	to	PART
aiti-13689	52	27	commence	commence	VERB
aiti-13689	52	28	with	with	ADP
aiti-13689	52	29	an	an	DET
aiti-13689	52	30	exploration	exploration	NOUN
aiti-13689	52	31	of	of	ADP
aiti-13689	52	32	mppt	mppt	NOUN
aiti-13689	52	33	in	in	ADP
aiti-13689	52	34	section	section	NOUN
aiti-13689	52	35	2	2	NUM
aiti-13689	52	36	.	.	PUNCT
aiti-13689	52	37	section	section	NOUN
aiti-13689	52	38	3	3	NUM
aiti-13689	52	39	discusses	discuss	VERB
aiti-13689	52	40	pso	pso	NOUN
aiti-13689	52	41	,	,	PUNCT
aiti-13689	52	42	while	while	SCONJ
aiti-13689	52	43	section	section	NOUN
aiti-13689	52	44	4	4	NUM
aiti-13689	52	45	covers	cover	VERB
aiti-13689	52	46	the	the	DET
aiti-13689	52	47	gsa	gsa	PROPN
aiti-13689	52	48	.	.	PUNCT
aiti-13689	53	1	a	a	DET
aiti-13689	53	2	novel	novel	ADJ
aiti-13689	53	3	hpso	hpso	NOUN
aiti-13689	53	4	-	-	PUNCT
aiti-13689	53	5	gsa	gsa	PROPN
aiti-13689	53	6	method	method	NOUN
aiti-13689	53	7	is	be	AUX
aiti-13689	53	8	introduced	introduce	VERB
aiti-13689	53	9	in	in	ADP
aiti-13689	53	10	section	section	NOUN
aiti-13689	53	11	5	5	NUM
aiti-13689	53	12	,	,	PUNCT
aiti-13689	53	13	aiming	aim	VERB
aiti-13689	53	14	to	to	PART
aiti-13689	53	15	enhance	enhance	VERB
aiti-13689	53	16	optimization	optimization	NOUN
aiti-13689	53	17	efficiency	efficiency	NOUN
aiti-13689	53	18	.	.	PUNCT
aiti-13689	54	1	empirical	empirical	ADJ
aiti-13689	54	2	results	result	NOUN
aiti-13689	54	3	and	and	CCONJ
aiti-13689	54	4	discussions	discussion	NOUN
aiti-13689	54	5	of	of	ADP
aiti-13689	54	6	this	this	DET
aiti-13689	54	7	method	method	NOUN
aiti-13689	54	8	are	be	AUX
aiti-13689	54	9	presented	present	VERB
aiti-13689	54	10	in	in	ADP
aiti-13689	54	11	section	section	NOUN
aiti-13689	54	12	6	6	NUM
aiti-13689	54	13	,	,	PUNCT
aiti-13689	54	14	demonstrating	demonstrate	VERB
aiti-13689	54	15	its	its	PRON
aiti-13689	54	16	comparative	comparative	ADJ
aiti-13689	54	17	advantages	advantage	NOUN
aiti-13689	54	18	with	with	ADP
aiti-13689	54	19	conclusions	conclusion	NOUN
aiti-13689	54	20	in	in	ADP
aiti-13689	54	21	section	section	NOUN
aiti-13689	54	22	7	7	NUM
aiti-13689	54	23	with	with	ADP
aiti-13689	54	24	a	a	DET
aiti-13689	54	25	summary	summary	NOUN
aiti-13689	54	26	of	of	ADP
aiti-13689	54	27	findings	finding	NOUN
aiti-13689	54	28	.	.	PUNCT
aiti-13689	55	1	2	2	X
aiti-13689	55	2	.	.	X
aiti-13689	55	3	maximum	maximum	ADJ
aiti-13689	55	4	power	power	NOUN
aiti-13689	55	5	point	point	NOUN
aiti-13689	55	6	tracking	tracking	NOUN
aiti-13689	55	7	mppt	mppt	NOUN
aiti-13689	55	8	is	be	AUX
aiti-13689	55	9	an	an	DET
aiti-13689	55	10	essential	essential	ADJ
aiti-13689	55	11	technique	technique	NOUN
aiti-13689	55	12	used	use	VERB
aiti-13689	55	13	in	in	ADP
aiti-13689	55	14	solar	solar	ADJ
aiti-13689	55	15	pv	pv	NOUN
aiti-13689	55	16	systems	system	NOUN
aiti-13689	55	17	to	to	PART
aiti-13689	55	18	optimize	optimize	VERB
aiti-13689	55	19	power	power	NOUN
aiti-13689	55	20	output	output	NOUN
aiti-13689	55	21	and	and	CCONJ
aiti-13689	55	22	enhance	enhance	VERB
aiti-13689	55	23	system	system	NOUN
aiti-13689	55	24	efficiency	efficiency	NOUN
aiti-13689	55	25	.	.	PUNCT
aiti-13689	56	1	mppt	mppt	PROPN
aiti-13689	56	2	algorithms	algorithm	NOUN
aiti-13689	56	3	continuously	continuously	ADV
aiti-13689	56	4	adjust	adjust	VERB
aiti-13689	56	5	the	the	DET
aiti-13689	56	6	operating	operating	NOUN
aiti-13689	56	7	point	point	NOUN
aiti-13689	56	8	of	of	ADP
aiti-13689	56	9	the	the	DET
aiti-13689	56	10	pv	pv	NOUN
aiti-13689	56	11	system	system	NOUN
aiti-13689	56	12	to	to	ADP
aiti-13689	56	13	the	the	DET
aiti-13689	56	14	mpp	mpp	NOUN
aiti-13689	56	15	,	,	PUNCT
aiti-13689	56	16	ensuring	ensure	VERB
aiti-13689	56	17	maximum	maximum	ADJ
aiti-13689	56	18	power	power	NOUN
aiti-13689	56	19	extraction	extraction	NOUN
aiti-13689	56	20	from	from	ADP
aiti-13689	56	21	the	the	DET
aiti-13689	56	22	solar	solar	ADJ
aiti-13689	56	23	panels	panel	NOUN
aiti-13689	56	24	under	under	ADP
aiti-13689	56	25	varying	vary	VERB
aiti-13689	56	26	conditions	condition	NOUN
aiti-13689	56	27	[	[	X
aiti-13689	56	28	23	23	NUM
aiti-13689	56	29	]	]	PUNCT
aiti-13689	56	30	.	.	PUNCT
aiti-13689	57	1	a	a	DET
aiti-13689	57	2	solar	solar	ADJ
aiti-13689	57	3	power	power	NOUN
aiti-13689	57	4	system	system	NOUN
aiti-13689	57	5	,	,	PUNCT
aiti-13689	57	6	as	as	SCONJ
aiti-13689	57	7	illustrated	illustrate	VERB
aiti-13689	57	8	in	in	ADP
aiti-13689	57	9	fig	fig	NOUN
aiti-13689	57	10	.	.	PUNCT
aiti-13689	58	1	1	1	NUM
aiti-13689	58	2	,	,	PUNCT
aiti-13689	58	3	employs	employ	VERB
aiti-13689	58	4	a	a	DET
aiti-13689	58	5	hybrid	hybrid	ADJ
aiti-13689	58	6	mppt	mppt	NOUN
aiti-13689	58	7	strategy	strategy	NOUN
aiti-13689	58	8	using	use	VERB
aiti-13689	58	9	the	the	DET
aiti-13689	58	10	gsa	gsa	PROPN
aiti-13689	58	11	and	and	CCONJ
aiti-13689	58	12	pso	pso	NOUN
aiti-13689	58	13	.	.	PUNCT
aiti-13689	59	1	the	the	DET
aiti-13689	59	2	system	system	NOUN
aiti-13689	59	3	’s	’s	PART
aiti-13689	59	4	core	core	NOUN
aiti-13689	59	5	comprises	comprise	VERB
aiti-13689	59	6	a	a	DET
aiti-13689	59	7	pv	pv	NOUN
aiti-13689	59	8	array	array	NOUN
aiti-13689	59	9	that	that	PRON
aiti-13689	59	10	converts	convert	VERB
aiti-13689	59	11	solar	solar	ADJ
aiti-13689	59	12	energy	energy	NOUN
aiti-13689	59	13	into	into	ADP
aiti-13689	59	14	electrical	electrical	ADJ
aiti-13689	59	15	power	power	NOUN
aiti-13689	59	16	,	,	PUNCT
aiti-13689	59	17	which	which	PRON
aiti-13689	59	18	is	be	AUX
aiti-13689	59	19	characterized	characterize	VERB
aiti-13689	59	20	by	by	ADP
aiti-13689	59	21	its	its	PRON
aiti-13689	59	22	voltage	voltage	NOUN
aiti-13689	59	23	(	(	PUNCT
aiti-13689	59	24	vpv	vpv	NOUN
aiti-13689	59	25	)	)	PUNCT
aiti-13689	59	26	and	and	CCONJ
aiti-13689	59	27	current	current	ADJ
aiti-13689	59	28	(	(	PUNCT
aiti-13689	59	29	ipv	ipv	PROPN
aiti-13689	59	30	)	)	PUNCT
aiti-13689	59	31	.	.	PUNCT
aiti-13689	60	1	this	this	DET
aiti-13689	60	2	power	power	NOUN
aiti-13689	60	3	is	be	AUX
aiti-13689	60	4	subsequently	subsequently	ADV
aiti-13689	60	5	fed	feed	VERB
aiti-13689	60	6	into	into	ADP
aiti-13689	60	7	a	a	DET
aiti-13689	60	8	dc	dc	PROPN
aiti-13689	60	9	-	-	PUNCT
aiti-13689	60	10	dc	dc	PROPN
aiti-13689	60	11	boost	boost	NOUN
aiti-13689	60	12	converter	converter	NOUN
aiti-13689	60	13	,	,	PUNCT
aiti-13689	60	14	which	which	PRON
aiti-13689	60	15	increases	increase	VERB
aiti-13689	60	16	the	the	DET
aiti-13689	60	17	pv	pv	PROPN
aiti-13689	60	18	array	array	NOUN
aiti-13689	60	19	’s	’s	PART
aiti-13689	60	20	voltage	voltage	NOUN
aiti-13689	60	21	to	to	ADP
aiti-13689	60	22	a	a	DET
aiti-13689	60	23	suitable	suitable	ADJ
aiti-13689	60	24	level	level	NOUN
aiti-13689	60	25	for	for	ADP
aiti-13689	60	26	the	the	DET
aiti-13689	60	27	load	load	NOUN
aiti-13689	60	28	[	[	X
aiti-13689	60	29	24	24	NUM
aiti-13689	60	30	]	]	PUNCT
aiti-13689	60	31	.	.	PUNCT
aiti-13689	61	1	the	the	DET
aiti-13689	61	2	boost	boost	NOUN
aiti-13689	61	3	converter	converter	NOUN
aiti-13689	61	4	consists	consist	VERB
aiti-13689	61	5	of	of	ADP
aiti-13689	61	6	an	an	DET
aiti-13689	61	7	inductor	inductor	NOUN
aiti-13689	61	8	(	(	PUNCT
aiti-13689	61	9	l	l	NOUN
aiti-13689	61	10	)	)	PUNCT
aiti-13689	61	11	for	for	ADP
aiti-13689	61	12	energy	energy	NOUN
aiti-13689	61	13	storage	storage	NOUN
aiti-13689	61	14	,	,	PUNCT
aiti-13689	61	15	a	a	DET
aiti-13689	61	16	diode	diode	NOUN
aiti-13689	61	17	(	(	PUNCT
aiti-13689	61	18	d	d	NOUN
aiti-13689	61	19	)	)	PUNCT
aiti-13689	61	20	to	to	PART
aiti-13689	61	21	prevent	prevent	VERB
aiti-13689	61	22	current	current	ADJ
aiti-13689	61	23	backflow	backflow	NOUN
aiti-13689	61	24	,	,	PUNCT
aiti-13689	61	25	and	and	CCONJ
aiti-13689	61	26	a	a	DET
aiti-13689	61	27	capacitor	capacitor	NOUN
aiti-13689	61	28	(	(	PUNCT
aiti-13689	61	29	c	c	NOUN
aiti-13689	61	30	)	)	PUNCT
aiti-13689	61	31	to	to	PART
aiti-13689	61	32	smooth	smooth	VERB
aiti-13689	61	33	the	the	DET
aiti-13689	61	34	output	output	NOUN
aiti-13689	61	35	to	to	ADP
aiti-13689	61	36	the	the	DET
aiti-13689	61	37	load	load	NOUN
aiti-13689	61	38	.	.	PUNCT
aiti-13689	62	1	a	a	DET
aiti-13689	62	2	transistor	transistor	NOUN
aiti-13689	62	3	acts	act	VERB
aiti-13689	62	4	as	as	ADP
aiti-13689	62	5	a	a	DET
aiti-13689	62	6	switch	switch	NOUN
aiti-13689	62	7	,	,	PUNCT
aiti-13689	62	8	toggling	toggle	VERB
aiti-13689	62	9	on	on	ADP
aiti-13689	62	10	and	and	CCONJ
aiti-13689	62	11	off	off	ADV
aiti-13689	62	12	rapidly	rapidly	ADV
aiti-13689	62	13	,	,	PUNCT
aiti-13689	62	14	controlled	control	VERB
aiti-13689	62	15	by	by	ADP
aiti-13689	62	16	a	a	DET
aiti-13689	62	17	pulse	pulse	NOUN
aiti-13689	62	18	width	width	ADJ
aiti-13689	62	19	modulation	modulation	NOUN
aiti-13689	62	20	(	(	PUNCT
aiti-13689	62	21	pwm	pwm	NOUN
aiti-13689	62	22	)	)	PUNCT
aiti-13689	62	23	signal	signal	NOUN
aiti-13689	62	24	.	.	PUNCT
aiti-13689	63	1	this	this	DET
aiti-13689	63	2	pwm	pwm	NOUN
aiti-13689	63	3	signal	signal	NOUN
aiti-13689	63	4	,	,	PUNCT
aiti-13689	63	5	which	which	PRON
aiti-13689	63	6	is	be	AUX
aiti-13689	63	7	modulated	modulate	VERB
aiti-13689	63	8	by	by	ADP
aiti-13689	63	9	the	the	DET
aiti-13689	63	10	mppt	mppt	PROPN
aiti-13689	63	11	algorithm	algorithm	PROPN
aiti-13689	63	12	,	,	PUNCT
aiti-13689	63	13	is	be	AUX
aiti-13689	63	14	crucial	crucial	ADJ
aiti-13689	63	15	for	for	ADP
aiti-13689	63	16	the	the	DET
aiti-13689	63	17	boost	boost	NOUN
aiti-13689	63	18	converter	converter	NOUN
aiti-13689	63	19	’s	’s	PART
aiti-13689	63	20	operation	operation	NOUN
aiti-13689	63	21	.	.	PUNCT
aiti-13689	64	1	fig	fig	NOUN
aiti-13689	64	2	.	.	PUNCT
aiti-13689	65	1	1	1	NUM
aiti-13689	65	2	block	block	NOUN
aiti-13689	65	3	diagram	diagram	NOUN
aiti-13689	65	4	of	of	ADP
aiti-13689	65	5	pv	pv	NOUN
aiti-13689	65	6	system	system	NOUN
aiti-13689	65	7	with	with	ADP
aiti-13689	65	8	mppt	mppt	NOUN
aiti-13689	65	9	the	the	DET
aiti-13689	65	10	duty	duty	NOUN
aiti-13689	65	11	cycle	cycle	NOUN
aiti-13689	65	12	(	(	PUNCT
aiti-13689	65	13	d	d	NOUN
aiti-13689	65	14	)	)	PUNCT
aiti-13689	65	15	of	of	ADP
aiti-13689	65	16	the	the	DET
aiti-13689	65	17	boost	boost	NOUN
aiti-13689	65	18	converter	converter	NOUN
aiti-13689	65	19	is	be	AUX
aiti-13689	65	20	the	the	DET
aiti-13689	65	21	ratio	ratio	NOUN
aiti-13689	65	22	of	of	ADP
aiti-13689	65	23	the	the	DET
aiti-13689	65	24	time	time	NOUN
aiti-13689	65	25	the	the	DET
aiti-13689	65	26	switch	switch	NOUN
aiti-13689	65	27	is	be	AUX
aiti-13689	65	28	closed	close	VERB
aiti-13689	65	29	(	(	PUNCT
aiti-13689	65	30	�	�	PROPN
aiti-13689	65	31	�	�	PROPN
aiti-13689	65	32	n	n	CCONJ
aiti-13689	65	33	)	)	PUNCT
aiti-13689	65	34	to	to	ADP
aiti-13689	65	35	the	the	DET
aiti-13689	65	36	total	total	ADJ
aiti-13689	65	37	switching	switch	VERB
aiti-13689	65	38	cycle	cycle	NOUN
aiti-13689	65	39	time	time	NOUN
aiti-13689	65	40	(	(	PUNCT
aiti-13689	65	41	t	t	NOUN
aiti-13689	65	42	)	)	PUNCT
aiti-13689	65	43	,	,	PUNCT
aiti-13689	65	44	as	as	SCONJ
aiti-13689	65	45	shown	show	VERB
aiti-13689	65	46	in	in	ADP
aiti-13689	65	47	:	:	PUNCT
aiti-13689	65	48	=	=	PUNCT
aiti-13689	65	49	ont	ont	PROPN
aiti-13689	65	50	d	d	PROPN
aiti-13689	65	51	t	t	PROPN
aiti-13689	65	52	(	(	PUNCT
aiti-13689	65	53	1	1	X
aiti-13689	65	54	)	)	PUNCT
aiti-13689	65	55	the	the	DET
aiti-13689	65	56	output	output	NOUN
aiti-13689	65	57	voltage	voltage	NOUN
aiti-13689	65	58	(	(	PUNCT
aiti-13689	65	59	�	�	PROPN
aiti-13689	65	60	�	�	PROPN
aiti-13689	65	61	�	�	PROPN
aiti-13689	65	62	�	�	PROPN
aiti-13689	65	63	)	)	PUNCT
aiti-13689	65	64	and	and	CCONJ
aiti-13689	65	65	input	input	NOUN
aiti-13689	65	66	voltage	voltage	NOUN
aiti-13689	65	67	(	(	PUNCT
aiti-13689	65	68	�	�	PROPN
aiti-13689	65	69	�	�	PROPN
aiti-13689	65	70	�	�	PROPN
aiti-13689	65	71	)	)	PUNCT
aiti-13689	65	72	are	be	AUX
aiti-13689	65	73	defined	define	VERB
aiti-13689	65	74	in	in	ADP
aiti-13689	65	75	:	:	PUNCT
aiti-13689	65	76	1	1	NUM
aiti-13689	65	77	=	=	SYM
aiti-13689	65	78	−	−	NOUN
aiti-13689	65	79	in	in	ADP
aiti-13689	65	80	out	out	ADP
aiti-13689	65	81	v	v	NUM
aiti-13689	65	82	v	v	NOUN
aiti-13689	65	83	d	d	X
aiti-13689	65	84	(	(	PUNCT
aiti-13689	65	85	2	2	NUM
aiti-13689	65	86	)	)	PUNCT
aiti-13689	65	87	to	to	PART
aiti-13689	65	88	find	find	VERB
aiti-13689	65	89	the	the	DET
aiti-13689	65	90	duty	duty	NOUN
aiti-13689	65	91	cycle	cycle	NOUN
aiti-13689	65	92	,	,	PUNCT
aiti-13689	65	93	the	the	DET
aiti-13689	65	94	above	above	ADJ
aiti-13689	65	95	equation	equation	NOUN
aiti-13689	65	96	is	be	AUX
aiti-13689	65	97	rearranged	rearrange	VERB
aiti-13689	65	98	:	:	PUNCT
aiti-13689	65	99	1=	1=	NUM
aiti-13689	65	100	−	−	NOUN
aiti-13689	65	101	in	in	ADP
aiti-13689	65	102	out	out	ADP
aiti-13689	65	103	v	v	PROPN
aiti-13689	65	104	d	d	PROPN
aiti-13689	65	105	v	v	NOUN
aiti-13689	65	106	(	(	PUNCT
aiti-13689	65	107	3	3	NUM
aiti-13689	65	108	)	)	PUNCT
aiti-13689	65	109	the	the	DET
aiti-13689	65	110	system	system	NOUN
aiti-13689	65	111	is	be	AUX
aiti-13689	65	112	designed	design	VERB
aiti-13689	65	113	to	to	PART
aiti-13689	65	114	ensure	ensure	VERB
aiti-13689	65	115	that	that	SCONJ
aiti-13689	65	116	the	the	DET
aiti-13689	65	117	maximum	maximum	ADJ
aiti-13689	65	118	possible	possible	ADJ
aiti-13689	65	119	power	power	NOUN
aiti-13689	65	120	is	be	AUX
aiti-13689	65	121	extracted	extract	VERB
aiti-13689	65	122	from	from	ADP
aiti-13689	65	123	the	the	DET
aiti-13689	65	124	pv	pv	NOUN
aiti-13689	65	125	array	array	NOUN
aiti-13689	65	126	and	and	CCONJ
aiti-13689	65	127	delivered	deliver	VERB
aiti-13689	65	128	to	to	ADP
aiti-13689	65	129	the	the	DET
aiti-13689	65	130	load	load	NOUN
aiti-13689	65	131	efficiently	efficiently	ADV
aiti-13689	65	132	,	,	PUNCT
aiti-13689	65	133	notwithstanding	notwithstanding	ADP
aiti-13689	65	134	changes	change	NOUN
aiti-13689	65	135	in	in	ADP
aiti-13689	65	136	sunlight	sunlight	NOUN
aiti-13689	65	137	intensity	intensity	NOUN
aiti-13689	65	138	or	or	CCONJ
aiti-13689	65	139	temperature	temperature	NOUN
aiti-13689	65	140	.	.	PUNCT
aiti-13689	66	1	this	this	DET
aiti-13689	66	2	dynamic	dynamic	ADJ
aiti-13689	66	3	adjustment	adjustment	NOUN
aiti-13689	66	4	is	be	AUX
aiti-13689	66	5	key	key	ADJ
aiti-13689	66	6	to	to	ADP
aiti-13689	66	7	maintaining	maintain	VERB
aiti-13689	66	8	system	system	NOUN
aiti-13689	66	9	efficiency	efficiency	NOUN
aiti-13689	66	10	and	and	CCONJ
aiti-13689	66	11	is	be	AUX
aiti-13689	66	12	the	the	DET
aiti-13689	66	13	primary	primary	ADJ
aiti-13689	66	14	function	function	NOUN
aiti-13689	66	15	of	of	ADP
aiti-13689	66	16	the	the	DET
aiti-13689	66	17	mppt	mppt	NOUN
aiti-13689	66	18	algorithm	algorithm	PROPN
aiti-13689	66	19	informed	inform	VERB
aiti-13689	66	20	by	by	ADP
aiti-13689	66	21	the	the	DET
aiti-13689	66	22	intelligent	intelligent	ADJ
aiti-13689	66	23	combination	combination	NOUN
aiti-13689	66	24	of	of	ADP
aiti-13689	66	25	gsa	gsa	PROPN
aiti-13689	66	26	and	and	CCONJ
aiti-13689	66	27	pso	pso	NOUN
aiti-13689	66	28	methodologies	methodology	NOUN
aiti-13689	66	29	.	.	PUNCT
aiti-13689	67	1	the	the	DET
aiti-13689	67	2	parameters	parameter	NOUN
aiti-13689	67	3	used	use	VERB
aiti-13689	67	4	for	for	ADP
aiti-13689	67	5	this	this	DET
aiti-13689	67	6	mppt	mppt	NOUN
aiti-13689	67	7	design	design	NOUN
aiti-13689	67	8	are	be	AUX
aiti-13689	67	9	shown	show	VERB
aiti-13689	67	10	in	in	ADP
aiti-13689	67	11	table	table	NOUN
aiti-13689	67	12	1	1	NUM
aiti-13689	67	13	.	.	PUNCT
aiti-13689	67	14	advances	advance	NOUN
aiti-13689	67	15	in	in	ADP
aiti-13689	67	16	technology	technology	NOUN
aiti-13689	67	17	innovation	innovation	NOUN
aiti-13689	67	18	,	,	PUNCT
aiti-13689	67	19	vol	vol	NOUN
aiti-13689	67	20	.	.	PROPN
aiti-13689	68	1	9	9	NUM
aiti-13689	68	2	,	,	PUNCT
aiti-13689	68	3	no	no	INTJ
aiti-13689	68	4	.	.	NOUN
aiti-13689	68	5	3	3	NUM
aiti-13689	68	6	,	,	PUNCT
aiti-13689	68	7	2024	2024	NUM
aiti-13689	68	8	,	,	PUNCT
aiti-13689	68	9	pp	pp	ADJ
aiti-13689	68	10	.	.	PUNCT
aiti-13689	69	1	210	210	NUM
aiti-13689	69	2	-	-	SYM
aiti-13689	69	3	223	223	NUM
aiti-13689	69	4	213	213	NUM
aiti-13689	69	5	table	table	NOUN
aiti-13689	69	6	1	1	NUM
aiti-13689	69	7	pv	pv	NOUN
aiti-13689	69	8	array	array	NOUN
aiti-13689	69	9	system	system	NOUN
aiti-13689	69	10	parameters	parameter	NOUN
aiti-13689	69	11	parameters	parameter	NOUN
aiti-13689	69	12	values	value	NOUN
aiti-13689	69	13	max	max	PROPN
aiti-13689	69	14	.	.	PUNCT
aiti-13689	70	1	power	power	NOUN
aiti-13689	70	2	55	55	NUM
aiti-13689	70	3	w	w	NOUN
aiti-13689	70	4	open	open	ADJ
aiti-13689	70	5	circuit	circuit	NOUN
aiti-13689	70	6	voltage	voltage	NOUN
aiti-13689	70	7	voc	voc	NOUN
aiti-13689	70	8	(	(	PUNCT
aiti-13689	70	9	v	v	NOUN
aiti-13689	70	10	)	)	PUNCT
aiti-13689	70	11	21.7	21.7	NUM
aiti-13689	70	12	v	v	ADP
aiti-13689	70	13	short	short	ADJ
aiti-13689	70	14	circuit	circuit	NOUN
aiti-13689	70	15	current	current	PROPN
aiti-13689	70	16	isc	isc	PROPN
aiti-13689	70	17	(	(	PUNCT
aiti-13689	70	18	a	a	NOUN
aiti-13689	70	19	)	)	PUNCT
aiti-13689	70	20	4.8	4.8	NUM
aiti-13689	70	21	a	a	DET
aiti-13689	70	22	voltage	voltage	NOUN
aiti-13689	70	23	at	at	ADP
aiti-13689	70	24	maximum	maximum	ADJ
aiti-13689	70	25	power	power	NOUN
aiti-13689	70	26	point	point	NOUN
aiti-13689	70	27	vmp	vmp	PROPN
aiti-13689	70	28	(	(	PUNCT
aiti-13689	70	29	v	v	NOUN
aiti-13689	70	30	)	)	PUNCT
aiti-13689	70	31	15	15	NUM
aiti-13689	70	32	v	v	NOUN
aiti-13689	70	33	current	current	NOUN
aiti-13689	70	34	at	at	ADP
aiti-13689	70	35	maximum	maximum	ADJ
aiti-13689	70	36	power	power	NOUN
aiti-13689	70	37	point	point	NOUN
aiti-13689	70	38	imp	imp	X
aiti-13689	70	39	(	(	PUNCT
aiti-13689	70	40	a	a	NOUN
aiti-13689	70	41	)	)	PUNCT
aiti-13689	70	42	3.7	3.7	NUM
aiti-13689	70	43	a	a	DET
aiti-13689	70	44	input	input	NOUN
aiti-13689	70	45	capacitor	capacitor	NOUN
aiti-13689	70	46	(	(	PUNCT
aiti-13689	70	47	�	�	PROPN
aiti-13689	70	48	�	�	PROPN
aiti-13689	70	49	)	)	PUNCT
aiti-13689	70	50	470e-6	470e-6	NOUN
aiti-13689	70	51	inductor	inductor	NOUN
aiti-13689	70	52	(	(	PUNCT
aiti-13689	70	53	l	l	NOUN
aiti-13689	70	54	)	)	PUNCT
aiti-13689	70	55	1.2e-3	1.2e-3	NUM
aiti-13689	70	56	capacitor	capacitor	NOUN
aiti-13689	70	57	(	(	PUNCT
aiti-13689	70	58	c	c	NOUN
aiti-13689	70	59	)	)	PUNCT
aiti-13689	70	60	47e-6	47e-6	NOUN
aiti-13689	70	61	load	load	VERB
aiti-13689	70	62	resistance	resistance	NOUN
aiti-13689	70	63	(	(	PUNCT
aiti-13689	70	64	r	r	NOUN
aiti-13689	70	65	)	)	PUNCT
aiti-13689	70	66	100	100	NUM
aiti-13689	70	67	ω	ω	NUM
aiti-13689	70	68	fig	fig	NOUN
aiti-13689	70	69	.	.	PUNCT
aiti-13689	71	1	2	2	NUM
aiti-13689	71	2	delineates	delineate	VERB
aiti-13689	71	3	two	two	NUM
aiti-13689	71	4	graphs	graph	NOUN
aiti-13689	71	5	that	that	PRON
aiti-13689	71	6	depict	depict	VERB
aiti-13689	71	7	the	the	DET
aiti-13689	71	8	performance	performance	NOUN
aiti-13689	71	9	of	of	ADP
aiti-13689	71	10	a	a	DET
aiti-13689	71	11	solar	solar	ADJ
aiti-13689	71	12	pv	pv	NOUN
aiti-13689	71	13	system	system	NOUN
aiti-13689	71	14	under	under	ADP
aiti-13689	71	15	different	different	ADJ
aiti-13689	71	16	levels	level	NOUN
aiti-13689	71	17	of	of	ADP
aiti-13689	71	18	irradiance	irradiance	NOUN
aiti-13689	71	19	.	.	PUNCT
aiti-13689	72	1	the	the	DET
aiti-13689	72	2	top	top	ADJ
aiti-13689	72	3	graph	graph	NOUN
aiti-13689	72	4	is	be	AUX
aiti-13689	72	5	the	the	DET
aiti-13689	72	6	i	i	PROPN
aiti-13689	72	7	-	-	PUNCT
aiti-13689	72	8	v	v	NOUN
aiti-13689	72	9	(	(	PUNCT
aiti-13689	72	10	current	current	ADJ
aiti-13689	72	11	-	-	PUNCT
aiti-13689	72	12	voltage	voltage	NOUN
aiti-13689	72	13	)	)	PUNCT
aiti-13689	72	14	curve	curve	NOUN
aiti-13689	72	15	,	,	PUNCT
aiti-13689	72	16	and	and	CCONJ
aiti-13689	72	17	the	the	DET
aiti-13689	72	18	bottom	bottom	ADJ
aiti-13689	72	19	graph	graph	NOUN
aiti-13689	72	20	is	be	AUX
aiti-13689	72	21	the	the	DET
aiti-13689	72	22	p	p	NOUN
aiti-13689	72	23	-	-	PUNCT
aiti-13689	72	24	v	v	NOUN
aiti-13689	72	25	(	(	PUNCT
aiti-13689	72	26	power	power	NOUN
aiti-13689	72	27	-	-	PUNCT
aiti-13689	72	28	voltage	voltage	NOUN
aiti-13689	72	29	)	)	PUNCT
aiti-13689	72	30	curve	curve	NOUN
aiti-13689	72	31	.	.	PUNCT
aiti-13689	73	1	these	these	DET
aiti-13689	73	2	graphs	graph	NOUN
aiti-13689	73	3	illustrate	illustrate	VERB
aiti-13689	73	4	how	how	SCONJ
aiti-13689	73	5	the	the	DET
aiti-13689	73	6	current	current	ADJ
aiti-13689	73	7	and	and	CCONJ
aiti-13689	73	8	power	power	NOUN
aiti-13689	73	9	output	output	NOUN
aiti-13689	73	10	from	from	ADP
aiti-13689	73	11	a	a	DET
aiti-13689	73	12	solar	solar	ADJ
aiti-13689	73	13	pv	pv	NOUN
aiti-13689	73	14	system	system	NOUN
aiti-13689	73	15	change	change	NOUN
aiti-13689	73	16	with	with	ADP
aiti-13689	73	17	voltage	voltage	NOUN
aiti-13689	73	18	across	across	ADP
aiti-13689	73	19	various	various	ADJ
aiti-13689	73	20	irradiance	irradiance	NOUN
aiti-13689	73	21	levels	level	NOUN
aiti-13689	73	22	,	,	PUNCT
aiti-13689	73	23	ranging	range	VERB
aiti-13689	73	24	from	from	ADP
aiti-13689	73	25	400	400	NUM
aiti-13689	73	26	w	w	NOUN
aiti-13689	73	27	/	/	SYM
aiti-13689	73	28	m2	m2	PROPN
aiti-13689	73	29	to	to	ADP
aiti-13689	73	30	1000	1000	NUM
aiti-13689	73	31	w	w	PROPN
aiti-13689	73	32	/	/	SYM
aiti-13689	73	33	m2	m2	PROPN
aiti-13689	73	34	.	.	PUNCT
aiti-13689	74	1	as	as	ADP
aiti-13689	74	2	irradiance	irradiance	NOUN
aiti-13689	74	3	increases	increase	NOUN
aiti-13689	74	4	,	,	PUNCT
aiti-13689	74	5	both	both	CCONJ
aiti-13689	74	6	the	the	DET
aiti-13689	74	7	current	current	ADJ
aiti-13689	74	8	and	and	CCONJ
aiti-13689	74	9	voltage	voltage	NOUN
aiti-13689	74	10	,	,	PUNCT
aiti-13689	74	11	at	at	ADP
aiti-13689	74	12	which	which	PRON
aiti-13689	74	13	the	the	DET
aiti-13689	74	14	panel	panel	NOUN
aiti-13689	74	15	operates	operate	VERB
aiti-13689	74	16	,	,	PUNCT
aiti-13689	74	17	also	also	ADV
aiti-13689	74	18	increase	increase	VERB
aiti-13689	74	19	,	,	PUNCT
aiti-13689	74	20	facilitating	facilitate	VERB
aiti-13689	74	21	higher	high	ADJ
aiti-13689	74	22	current	current	NOUN
aiti-13689	74	23	for	for	ADP
aiti-13689	74	24	a	a	DET
aiti-13689	74	25	given	give	VERB
aiti-13689	74	26	voltage	voltage	NOUN
aiti-13689	74	27	due	due	ADP
aiti-13689	74	28	to	to	PART
aiti-13689	74	29	profuse	profuse	VERB
aiti-13689	74	30	solar	solar	ADJ
aiti-13689	74	31	energy	energy	NOUN
aiti-13689	74	32	.	.	PUNCT
aiti-13689	75	1	similarly	similarly	ADV
aiti-13689	75	2	,	,	PUNCT
aiti-13689	75	3	higher	high	ADJ
aiti-13689	75	4	irradiance	irradiance	NOUN
aiti-13689	75	5	leads	lead	VERB
aiti-13689	75	6	to	to	ADP
aiti-13689	75	7	greater	great	ADJ
aiti-13689	75	8	maximum	maximum	ADJ
aiti-13689	75	9	power	power	NOUN
aiti-13689	75	10	output	output	NOUN
aiti-13689	75	11	,	,	PUNCT
aiti-13689	75	12	with	with	ADP
aiti-13689	75	13	the	the	DET
aiti-13689	75	14	peak	peak	NOUN
aiti-13689	75	15	of	of	ADP
aiti-13689	75	16	each	each	DET
aiti-13689	75	17	p	p	NOUN
aiti-13689	75	18	-	-	PUNCT
aiti-13689	75	19	v	v	NOUN
aiti-13689	75	20	curve	curve	NOUN
aiti-13689	75	21	representing	represent	VERB
aiti-13689	75	22	the	the	DET
aiti-13689	75	23	mpp	mpp	NOUN
aiti-13689	75	24	.	.	PUNCT
aiti-13689	76	1	the	the	DET
aiti-13689	76	2	mpps	mpps	PROPN
aiti-13689	76	3	,	,	PUNCT
aiti-13689	76	4	marked	mark	VERB
aiti-13689	76	5	with	with	ADP
aiti-13689	76	6	circles	circle	NOUN
aiti-13689	76	7	on	on	ADP
aiti-13689	76	8	the	the	DET
aiti-13689	76	9	p	p	NOUN
aiti-13689	76	10	-	-	PUNCT
aiti-13689	76	11	v	v	NOUN
aiti-13689	76	12	curves	curve	NOUN
aiti-13689	76	13	,	,	PUNCT
aiti-13689	76	14	indicate	indicate	VERB
aiti-13689	76	15	where	where	SCONJ
aiti-13689	76	16	the	the	DET
aiti-13689	76	17	solar	solar	ADJ
aiti-13689	76	18	panel	panel	NOUN
aiti-13689	76	19	operates	operate	VERB
aiti-13689	76	20	most	most	ADV
aiti-13689	76	21	efficiently	efficiently	ADV
aiti-13689	76	22	.	.	PUNCT
aiti-13689	77	1	mppt	mppt	PROPN
aiti-13689	77	2	controllers	controller	NOUN
aiti-13689	77	3	aim	aim	VERB
aiti-13689	77	4	to	to	PART
aiti-13689	77	5	keep	keep	VERB
aiti-13689	77	6	the	the	DET
aiti-13689	77	7	panel	panel	NOUN
aiti-13689	77	8	operating	operate	VERB
aiti-13689	77	9	at	at	ADP
aiti-13689	77	10	these	these	DET
aiti-13689	77	11	points	point	NOUN
aiti-13689	77	12	to	to	PART
aiti-13689	77	13	maximize	maximize	VERB
aiti-13689	77	14	power	power	NOUN
aiti-13689	77	15	extraction	extraction	NOUN
aiti-13689	77	16	.	.	PUNCT
aiti-13689	78	1	fig	fig	NOUN
aiti-13689	78	2	.	.	PUNCT
aiti-13689	79	1	2	2	NUM
aiti-13689	79	2	pv	pv	NOUN
aiti-13689	79	3	and	and	CCONJ
aiti-13689	79	4	iv	iv	NUM
aiti-13689	79	5	curve	curve	NOUN
aiti-13689	79	6	for	for	ADP
aiti-13689	79	7	solar	solar	ADJ
aiti-13689	79	8	module	module	NOUN
aiti-13689	79	9	3	3	NUM
aiti-13689	79	10	.	.	PUNCT
aiti-13689	79	11	particle	particle	NOUN
aiti-13689	79	12	swarm	swarm	NOUN
aiti-13689	79	13	optimization	optimization	NOUN
aiti-13689	79	14	the	the	DET
aiti-13689	79	15	pso	pso	NOUN
aiti-13689	79	16	algorithm	algorithm	NOUN
aiti-13689	79	17	is	be	AUX
aiti-13689	79	18	a	a	DET
aiti-13689	79	19	robust	robust	ADJ
aiti-13689	79	20	computational	computational	ADJ
aiti-13689	79	21	method	method	NOUN
aiti-13689	79	22	designed	design	VERB
aiti-13689	79	23	to	to	PART
aiti-13689	79	24	optimize	optimize	VERB
aiti-13689	79	25	complex	complex	ADJ
aiti-13689	79	26	problems	problem	NOUN
aiti-13689	79	27	by	by	ADP
aiti-13689	79	28	simulating	simulate	VERB
aiti-13689	79	29	social	social	ADJ
aiti-13689	79	30	behaviors	behavior	NOUN
aiti-13689	79	31	observed	observe	VERB
aiti-13689	79	32	in	in	ADP
aiti-13689	79	33	nature	nature	NOUN
aiti-13689	79	34	[	[	X
aiti-13689	79	35	17	17	NUM
aiti-13689	79	36	,	,	PUNCT
aiti-13689	79	37	25	25	NUM
aiti-13689	79	38	]	]	PUNCT
aiti-13689	79	39	.	.	PUNCT
aiti-13689	80	1	the	the	DET
aiti-13689	80	2	following	follow	VERB
aiti-13689	80	3	paragraph	paragraph	NOUN
aiti-13689	80	4	outlines	outline	VERB
aiti-13689	80	5	the	the	DET
aiti-13689	80	6	stepwise	stepwise	ADJ
aiti-13689	80	7	execution	execution	NOUN
aiti-13689	80	8	of	of	ADP
aiti-13689	80	9	the	the	DET
aiti-13689	80	10	pso	pso	NOUN
aiti-13689	80	11	algorithm	algorithm	NOUN
aiti-13689	80	12	within	within	ADP
aiti-13689	80	13	a	a	DET
aiti-13689	80	14	pv	pv	NOUN
aiti-13689	80	15	system	system	NOUN
aiti-13689	80	16	to	to	PART
aiti-13689	80	17	achieve	achieve	VERB
aiti-13689	80	18	mppt	mppt	NOUN
aiti-13689	80	19	efficiently	efficiently	ADV
aiti-13689	80	20	.	.	PUNCT
aiti-13689	81	1	214	214	NUM
aiti-13689	81	2	advances	advance	NOUN
aiti-13689	81	3	in	in	ADP
aiti-13689	81	4	technology	technology	NOUN
aiti-13689	81	5	innovation	innovation	NOUN
aiti-13689	81	6	,	,	PUNCT
aiti-13689	81	7	vol	vol	NOUN
aiti-13689	81	8	.	.	PROPN
aiti-13689	81	9	9	9	NUM
aiti-13689	81	10	,	,	PUNCT
aiti-13689	81	11	no	no	INTJ
aiti-13689	81	12	.	.	NOUN
aiti-13689	81	13	3	3	NUM
aiti-13689	81	14	,	,	PUNCT
aiti-13689	81	15	2024	2024	NUM
aiti-13689	81	16	,	,	PUNCT
aiti-13689	81	17	pp	pp	ADJ
aiti-13689	81	18	.	.	PUNCT
aiti-13689	81	19	210	210	NUM
aiti-13689	81	20	-	-	SYM
aiti-13689	81	21	223	223	NUM
aiti-13689	81	22	(	(	PUNCT
aiti-13689	81	23	1	1	NUM
aiti-13689	81	24	)	)	PUNCT
aiti-13689	81	25	initialization	initialization	NOUN
aiti-13689	81	26	:	:	PUNCT
aiti-13689	81	27	the	the	DET
aiti-13689	81	28	pso	pso	NOUN
aiti-13689	81	29	algorithm	algorithm	NOUN
aiti-13689	81	30	commences	commence	VERB
aiti-13689	81	31	by	by	ADP
aiti-13689	81	32	initializing	initialize	VERB
aiti-13689	81	33	a	a	DET
aiti-13689	81	34	swarm	swarm	NOUN
aiti-13689	81	35	of	of	ADP
aiti-13689	81	36	particles	particle	NOUN
aiti-13689	81	37	with	with	ADP
aiti-13689	81	38	variables	variable	NOUN
aiti-13689	81	39	for	for	ADP
aiti-13689	81	40	each	each	DET
aiti-13689	81	41	particle	particle	NOUN
aiti-13689	81	42	’s	’s	PART
aiti-13689	81	43	bestknown	bestknown	NOUN
aiti-13689	81	44	position	position	NOUN
aiti-13689	81	45	(	(	PUNCT
aiti-13689	81	46	`	`	PUNCT
aiti-13689	81	47	localbest	localb	ADJ
aiti-13689	81	48	`	`	PUNCT
aiti-13689	81	49	)	)	PUNCT
aiti-13689	81	50	,	,	PUNCT
aiti-13689	81	51	the	the	DET
aiti-13689	81	52	best	well	ADV
aiti-13689	81	53	-	-	PUNCT
aiti-13689	81	54	known	know	VERB
aiti-13689	81	55	position	position	NOUN
aiti-13689	81	56	among	among	ADP
aiti-13689	81	57	all	all	DET
aiti-13689	81	58	particles	particle	NOUN
aiti-13689	81	59	(	(	PUNCT
aiti-13689	81	60	`	`	PUNCT
aiti-13689	81	61	globalbest	globalb	ADJ
aiti-13689	81	62	`	`	PUNCT
aiti-13689	81	63	)	)	PUNCT
aiti-13689	81	64	,	,	PUNCT
aiti-13689	81	65	a	a	DET
aiti-13689	81	66	counter	counter	NOUN
aiti-13689	81	67	(	(	PUNCT
aiti-13689	81	68	`	`	PUNCT
aiti-13689	81	69	k	k	X
aiti-13689	81	70	`	`	PUNCT
aiti-13689	81	71	)	)	PUNCT
aiti-13689	81	72	,	,	PUNCT
aiti-13689	81	73	an	an	DET
aiti-13689	81	74	array	array	NOUN
aiti-13689	81	75	for	for	ADP
aiti-13689	81	76	best	good	ADJ
aiti-13689	81	77	power	power	NOUN
aiti-13689	81	78	output	output	NOUN
aiti-13689	81	79	(	(	PUNCT
aiti-13689	81	80	`	`	PUNCT
aiti-13689	81	81	p	p	X
aiti-13689	81	82	`	`	PUNCT
aiti-13689	81	83	)	)	PUNCT
aiti-13689	81	84	,	,	PUNCT
aiti-13689	81	85	an	an	DET
aiti-13689	81	86	array	array	NOUN
aiti-13689	81	87	for	for	ADP
aiti-13689	81	88	duty	duty	NOUN
aiti-13689	81	89	cycles	cycle	NOUN
aiti-13689	81	90	(	(	PUNCT
aiti-13689	81	91	`	`	PUNCT
aiti-13689	81	92	dc	dc	PROPN
aiti-13689	81	93	`	`	NUM
aiti-13689	81	94	)	)	PUNCT
aiti-13689	81	95	,	,	PUNCT
aiti-13689	81	96	the	the	DET
aiti-13689	81	97	best	good	ADJ
aiti-13689	81	98	power	power	NOUN
aiti-13689	81	99	output	output	NOUN
aiti-13689	81	100	(	(	PUNCT
aiti-13689	81	101	`	`	PUNCT
aiti-13689	81	102	pbest	pbest	NOUN
aiti-13689	81	103	`	`	PUNCT
aiti-13689	81	104	)	)	PUNCT
aiti-13689	81	105	,	,	PUNCT
aiti-13689	81	106	the	the	DET
aiti-13689	81	107	previous	previous	ADJ
aiti-13689	81	108	power	power	NOUN
aiti-13689	81	109	output	output	NOUN
aiti-13689	81	110	(	(	PUNCT
aiti-13689	81	111	`	`	PUNCT
aiti-13689	81	112	pprev	pprev	VERB
aiti-13689	81	113	`	`	PUNCT
aiti-13689	81	114	)	)	PUNCT
aiti-13689	81	115	,	,	PUNCT
aiti-13689	81	116	the	the	DET
aiti-13689	81	117	current	current	ADJ
aiti-13689	81	118	duty	duty	NOUN
aiti-13689	81	119	cycle	cycle	NOUN
aiti-13689	81	120	(	(	PUNCT
aiti-13689	81	121	`	`	PUNCT
aiti-13689	81	122	dcurrent	dcurrent	NOUN
aiti-13689	81	123	`	`	PUNCT
aiti-13689	81	124	)	)	PUNCT
aiti-13689	81	125	,	,	PUNCT
aiti-13689	81	126	an	an	DET
aiti-13689	81	127	index	index	NOUN
aiti-13689	81	128	(	(	PUNCT
aiti-13689	81	129	`	`	PUNCT
aiti-13689	81	130	u	u	NOUN
aiti-13689	81	131	`	`	PUNCT
aiti-13689	81	132	)	)	PUNCT
aiti-13689	81	133	,	,	PUNCT
aiti-13689	81	134	velocity	velocity	NOUN
aiti-13689	81	135	of	of	ADP
aiti-13689	81	136	each	each	DET
aiti-13689	81	137	particle	particle	NOUN
aiti-13689	81	138	(	(	PUNCT
aiti-13689	81	139	`	`	PUNCT
aiti-13689	81	140	`	`	PUNCT
aiti-13689	81	141	)	)	PUNCT
aiti-13689	81	142	,	,	PUNCT
aiti-13689	81	143	and	and	CCONJ
aiti-13689	81	144	a	a	DET
aiti-13689	81	145	conditional	conditional	ADJ
aiti-13689	81	146	flag	flag	NOUN
aiti-13689	81	147	(	(	PUNCT
aiti-13689	81	148	`	`	PUNCT
aiti-13689	81	149	temp	temp	NOUN
aiti-13689	81	150	`	`	PUNCT
aiti-13689	81	151	)	)	PUNCT
aiti-13689	81	152	.	.	PUNCT
aiti-13689	82	1	duty	duty	NOUN
aiti-13689	82	2	cycles	cycle	NOUN
aiti-13689	82	3	are	be	AUX
aiti-13689	82	4	randomly	randomly	ADV
aiti-13689	82	5	assigned	assign	VERB
aiti-13689	82	6	to	to	PART
aiti-13689	82	7	ensure	ensure	VERB
aiti-13689	82	8	a	a	DET
aiti-13689	82	9	wide	wide	ADJ
aiti-13689	82	10	range	range	NOUN
aiti-13689	82	11	of	of	ADP
aiti-13689	82	12	starting	start	VERB
aiti-13689	82	13	points	point	NOUN
aiti-13689	82	14	,	,	PUNCT
aiti-13689	82	15	with	with	ADP
aiti-13689	82	16	`	`	PUNCT
aiti-13689	82	17	dcurrent	dcurrent	NOUN
aiti-13689	82	18	`	`	PUNCT
aiti-13689	82	19	beginning	begin	VERB
aiti-13689	82	20	at	at	ADP
aiti-13689	82	21	an	an	DET
aiti-13689	82	22	assumed	assume	VERB
aiti-13689	82	23	optimal	optimal	ADJ
aiti-13689	82	24	of	of	ADP
aiti-13689	82	25	0.5	0.5	NUM
aiti-13689	82	26	.	.	PUNCT
aiti-13689	83	1	(	(	PUNCT
aiti-13689	83	2	2	2	NUM
aiti-13689	83	3	)	)	PUNCT
aiti-13689	83	4	iterative	iterative	NOUN
aiti-13689	83	5	loop	loop	NOUN
aiti-13689	83	6	:	:	PUNCT
aiti-13689	83	7	within	within	ADP
aiti-13689	83	8	the	the	DET
aiti-13689	83	9	main	main	ADJ
aiti-13689	83	10	loop	loop	NOUN
aiti-13689	83	11	,	,	PUNCT
aiti-13689	83	12	the	the	DET
aiti-13689	83	13	current	current	ADJ
aiti-13689	83	14	duty	duty	NOUN
aiti-13689	83	15	cycle	cycle	NOUN
aiti-13689	83	16	(	(	PUNCT
aiti-13689	83	17	`	`	PUNCT
aiti-13689	83	18	dcurrent	dcurrent	NOUN
aiti-13689	83	19	`	`	PUNCT
aiti-13689	83	20	)	)	PUNCT
aiti-13689	83	21	is	be	AUX
aiti-13689	83	22	assigned	assign	VERB
aiti-13689	83	23	to	to	ADP
aiti-13689	83	24	d	d	PROPN
aiti-13689	83	25	,	,	PUNCT
aiti-13689	83	26	and	and	CCONJ
aiti-13689	83	27	the	the	DET
aiti-13689	83	28	algorithm	algorithm	NOUN
aiti-13689	83	29	proceeds	proceed	VERB
aiti-13689	83	30	with	with	ADP
aiti-13689	83	31	sequential	sequential	ADJ
aiti-13689	83	32	evaluations	evaluation	NOUN
aiti-13689	83	33	.	.	PUNCT
aiti-13689	84	1	if	if	SCONJ
aiti-13689	84	2	the	the	DET
aiti-13689	84	3	conditional	conditional	ADJ
aiti-13689	84	4	flag	flag	NOUN
aiti-13689	84	5	`	`	PUNCT
aiti-13689	84	6	temp	temp	NOUN
aiti-13689	84	7	`	`	PUNCT
aiti-13689	84	8	is	be	AUX
aiti-13689	84	9	negative	negative	ADJ
aiti-13689	84	10	,	,	PUNCT
aiti-13689	84	11	`	`	PUNCT
aiti-13689	84	12	temp	temp	NOUN
aiti-13689	84	13	`	`	PUNCT
aiti-13689	84	14	will	will	AUX
aiti-13689	84	15	be	be	AUX
aiti-13689	84	16	incremented	incremente	VERB
aiti-13689	84	17	for	for	ADP
aiti-13689	84	18	delay	delay	NOUN
aiti-13689	84	19	purposes	purpose	NOUN
aiti-13689	84	20	,	,	PUNCT
aiti-13689	84	21	and	and	CCONJ
aiti-13689	84	22	the	the	DET
aiti-13689	84	23	loop	loop	NOUN
aiti-13689	84	24	may	may	AUX
aiti-13689	84	25	exit	exit	VERB
aiti-13689	84	26	early	early	ADV
aiti-13689	84	27	.	.	PUNCT
aiti-13689	85	1	assuming	assume	VERB
aiti-13689	85	2	the	the	DET
aiti-13689	85	3	current	current	ADJ
aiti-13689	85	4	power	power	NOUN
aiti-13689	85	5	`	`	PUNCT
aiti-13689	85	6	p	p	X
aiti-13689	85	7	`	`	PUNCT
aiti-13689	85	8	exceeds	exceed	NOUN
aiti-13689	85	9	`	`	PUNCT
aiti-13689	85	10	pbest	pb	ADJ
aiti-13689	85	11	`	`	PUNCT
aiti-13689	85	12	,	,	PUNCT
aiti-13689	85	13	`	`	PUNCT
aiti-13689	85	14	pbest	pbest	NOUN
aiti-13689	85	15	`	`	PUNCT
aiti-13689	85	16	is	be	AUX
aiti-13689	85	17	updated	update	VERB
aiti-13689	85	18	to	to	PART
aiti-13689	85	19	reflect	reflect	VERB
aiti-13689	85	20	this	this	DET
aiti-13689	85	21	new	new	ADJ
aiti-13689	85	22	maximum	maximum	NOUN
aiti-13689	85	23	.	.	PUNCT
aiti-13689	86	1	hypothesizing	hypothesize	VERB
aiti-13689	86	2	the	the	DET
aiti-13689	86	3	iteration	iteration	NOUN
aiti-13689	86	4	count	count	NOUN
aiti-13689	86	5	(	(	PUNCT
aiti-13689	86	6	`	`	PUNCT
aiti-13689	86	7	k	k	X
aiti-13689	86	8	`	`	PUNCT
aiti-13689	86	9	)	)	PUNCT
aiti-13689	86	10	has	have	AUX
aiti-13689	86	11	n’t	not	PART
aiti-13689	86	12	reached	reach	VERB
aiti-13689	86	13	its	its	PRON
aiti-13689	86	14	threshold	threshold	NOUN
aiti-13689	86	15	,	,	PUNCT
aiti-13689	86	16	the	the	DET
aiti-13689	86	17	loop	loop	NOUN
aiti-13689	86	18	will	will	AUX
aiti-13689	86	19	continue	continue	VERB
aiti-13689	86	20	for	for	ADP
aiti-13689	86	21	additional	additional	ADJ
aiti-13689	86	22	iterations	iteration	NOUN
aiti-13689	86	23	.	.	PUNCT
aiti-13689	87	1	postulating	postulate	VERB
aiti-13689	87	2	the	the	DET
aiti-13689	87	3	change	change	NOUN
aiti-13689	87	4	in	in	ADP
aiti-13689	87	5	power	power	NOUN
aiti-13689	87	6	is	be	AUX
aiti-13689	87	7	minimal	minimal	ADJ
aiti-13689	87	8	,	,	PUNCT
aiti-13689	87	9	indicating	indicate	VERB
aiti-13689	87	10	a	a	DET
aiti-13689	87	11	potential	potential	ADJ
aiti-13689	87	12	plateau	plateau	NOUN
aiti-13689	87	13	,	,	PUNCT
aiti-13689	87	14	the	the	DET
aiti-13689	87	15	algorithm	algorithm	NOUN
aiti-13689	87	16	will	will	AUX
aiti-13689	87	17	reshuffle	reshuffle	VERB
aiti-13689	87	18	the	the	DET
aiti-13689	87	19	duty	duty	NOUN
aiti-13689	87	20	cycles	cycle	NOUN
aiti-13689	87	21	to	to	PART
aiti-13689	87	22	stimulate	stimulate	VERB
aiti-13689	87	23	new	new	ADJ
aiti-13689	87	24	explorations	exploration	NOUN
aiti-13689	87	25	.	.	PUNCT
aiti-13689	88	1	(	(	PUNCT
aiti-13689	88	2	3	3	X
aiti-13689	88	3	)	)	PUNCT
aiti-13689	88	4	particle	particle	NOUN
aiti-13689	88	5	update	update	NOUN
aiti-13689	88	6	:	:	PUNCT
aiti-13689	88	7	the	the	DET
aiti-13689	88	8	function	function	NOUN
aiti-13689	88	9	iterates	iterate	VERB
aiti-13689	88	10	through	through	ADP
aiti-13689	88	11	each	each	DET
aiti-13689	88	12	particle	particle	NOUN
aiti-13689	88	13	,	,	PUNCT
aiti-13689	88	14	updating	update	VERB
aiti-13689	88	15	personal	personal	ADJ
aiti-13689	88	16	best	good	ADJ
aiti-13689	88	17	positions	position	NOUN
aiti-13689	88	18	(	(	PUNCT
aiti-13689	88	19	`	`	PUNCT
aiti-13689	88	20	localbest	localb	ADJ
aiti-13689	88	21	`	`	PUNCT
aiti-13689	88	22	)	)	PUNCT
aiti-13689	88	23	based	base	VERB
aiti-13689	88	24	on	on	ADP
aiti-13689	88	25	improved	improved	ADJ
aiti-13689	88	26	power	power	NOUN
aiti-13689	88	27	outputs	output	NOUN
aiti-13689	88	28	(	(	PUNCT
aiti-13689	88	29	`	`	PUNCT
aiti-13689	88	30	p	p	X
aiti-13689	88	31	`	`	PUNCT
aiti-13689	88	32	)	)	PUNCT
aiti-13689	88	33	.	.	PUNCT
aiti-13689	89	1	once	once	ADV
aiti-13689	89	2	all	all	DET
aiti-13689	89	3	particles	particle	NOUN
aiti-13689	89	4	are	be	AUX
aiti-13689	89	5	cycled	cycle	VERB
aiti-13689	89	6	through	through	ADP
aiti-13689	89	7	(	(	PUNCT
aiti-13689	89	8	`	`	PUNCT
aiti-13689	89	9	u	u	NOUN
aiti-13689	89	10	`	`	PUNCT
aiti-13689	89	11	equals	equal	VERB
aiti-13689	89	12	4	4	NUM
aiti-13689	89	13	)	)	PUNCT
aiti-13689	89	14	,	,	PUNCT
aiti-13689	89	15	the	the	DET
aiti-13689	89	16	`	`	PUNCT
aiti-13689	89	17	globalbest	globalbest	NOUN
aiti-13689	89	18	`	`	PUNCT
aiti-13689	89	19	is	be	AUX
aiti-13689	89	20	updated	update	VERB
aiti-13689	89	21	.	.	PUNCT
aiti-13689	90	1	particle	particle	NOUN
aiti-13689	90	2	velocities	velocity	NOUN
aiti-13689	90	3	are	be	AUX
aiti-13689	90	4	recalculated	recalculate	VERB
aiti-13689	90	5	considering	consider	VERB
aiti-13689	90	6	the	the	DET
aiti-13689	90	7	current	current	ADJ
aiti-13689	90	8	velocity	velocity	NOUN
aiti-13689	90	9	,	,	PUNCT
aiti-13689	90	10	proximate	proximate	VERB
aiti-13689	90	11	to	to	ADP
aiti-13689	90	12	personal	personal	ADJ
aiti-13689	90	13	and	and	CCONJ
aiti-13689	90	14	global	global	ADJ
aiti-13689	90	15	bests	best	NOUN
aiti-13689	90	16	,	,	PUNCT
aiti-13689	90	17	with	with	ADP
aiti-13689	90	18	new	new	ADJ
aiti-13689	90	19	duty	duty	NOUN
aiti-13689	90	20	cycles	cycle	NOUN
aiti-13689	90	21	computed	compute	VERB
aiti-13689	90	22	accordingly	accordingly	ADV
aiti-13689	90	23	.	.	PUNCT
aiti-13689	91	1	particle	particle	NOUN
aiti-13689	91	2	position	position	NOUN
aiti-13689	91	3	is	be	AUX
aiti-13689	91	4	updated	update	VERB
aiti-13689	91	5	in	in	ADP
aiti-13689	91	6	the	the	DET
aiti-13689	91	7	following	follow	VERB
aiti-13689	91	8	equation	equation	NOUN
aiti-13689	91	9	.	.	PUNCT
aiti-13689	92	1	(	(	PUNCT
aiti-13689	92	2	1	1	X
aiti-13689	92	3	)	)	PUNCT
aiti-13689	92	4	(	(	PUNCT
aiti-13689	92	5	)	)	PUNCT
aiti-13689	92	6	(	(	PUNCT
aiti-13689	92	7	1	1	NUM
aiti-13689	92	8	)	)	PUNCT
aiti-13689	92	9	,	,	PUNCT
aiti-13689	92	10	,	,	PUNCT
aiti-13689	92	11	,	,	PUNCT
aiti-13689	92	12	+	+	PUNCT
aiti-13689	92	13	+	+	PUNCT
aiti-13689	92	14	=	=	SYM
aiti-13689	92	15	+	+	NOUN
aiti-13689	92	16	t	t	NOUN
aiti-13689	92	17	t	t	NOUN
aiti-13689	92	18	t	t	NOUN
aiti-13689	93	1	i	i	PRON
aiti-13689	94	1	d	d	VERB
aiti-13689	94	2	i	i	PRON
aiti-13689	95	1	d	d	VERB
aiti-13689	95	2	i	i	PRON
aiti-13689	95	3	dx	dx	VERB
aiti-13689	95	4	x	x	PROPN
aiti-13689	95	5	v	v	X
aiti-13689	95	6	(	(	PUNCT
aiti-13689	95	7	4	4	NUM
aiti-13689	95	8	)	)	PUNCT
aiti-13689	95	9	where	where	SCONJ
aiti-13689	95	10	,	,	PUNCT
aiti-13689	95	11	�	�	PROPN
aiti-13689	95	12	�	�	PROPN
aiti-13689	95	13	,	,	PUNCT
aiti-13689	95	14	(	(	PUNCT
aiti-13689	95	15	�	�	PROPN
aiti-13689	95	16	�	�	PROPN
aiti-13689	95	17	�	�	PROPN
aiti-13689	95	18	)	)	PUNCT
aiti-13689	95	19	is	be	AUX
aiti-13689	95	20	the	the	DET
aiti-13689	95	21	newly	newly	ADV
aiti-13689	95	22	updated	update	VERB
aiti-13689	95	23	position	position	NOUN
aiti-13689	95	24	of	of	ADP
aiti-13689	95	25	particle	particle	NOUN
aiti-13689	95	26	�	�	PROPN
aiti-13689	95	27	at	at	ADP
aiti-13689	95	28	iteration	iteration	NOUN
aiti-13689	95	29	�	�	PROPN
aiti-13689	95	30	+	+	CCONJ
aiti-13689	96	1	1	1	X
aiti-13689	96	2	.	.	PUNCT
aiti-13689	96	3	(	(	PUNCT
aiti-13689	96	4	4	4	X
aiti-13689	96	5	)	)	PUNCT
aiti-13689	96	6	velocity	velocity	NOUN
aiti-13689	96	7	update	update	NOUN
aiti-13689	96	8	:	:	PUNCT
aiti-13689	96	9	each	each	DET
aiti-13689	96	10	particle	particle	NOUN
aiti-13689	96	11	’s	’s	PART
aiti-13689	96	12	velocity	velocity	NOUN
aiti-13689	96	13	is	be	AUX
aiti-13689	96	14	recalculated	recalculate	VERB
aiti-13689	96	15	using	use	VERB
aiti-13689	96	16	the	the	DET
aiti-13689	96	17	`	`	PUNCT
aiti-13689	96	18	updatevelocity	updatevelocity	NOUN
aiti-13689	96	19	`	`	PUNCT
aiti-13689	96	20	function	function	NOUN
aiti-13689	96	21	,	,	PUNCT
aiti-13689	96	22	which	which	PRON
aiti-13689	96	23	incorporates	incorporate	VERB
aiti-13689	96	24	a	a	DET
aiti-13689	96	25	fraction	fraction	NOUN
aiti-13689	96	26	of	of	ADP
aiti-13689	96	27	the	the	DET
aiti-13689	96	28	particle	particle	NOUN
aiti-13689	96	29	’s	’s	PART
aiti-13689	96	30	current	current	ADJ
aiti-13689	96	31	velocity	velocity	NOUN
aiti-13689	96	32	(	(	PUNCT
aiti-13689	96	33	inertia	inertia	NOUN
aiti-13689	96	34	)	)	PUNCT
aiti-13689	96	35	and	and	CCONJ
aiti-13689	96	36	attractive	attractive	ADJ
aiti-13689	96	37	forces	force	NOUN
aiti-13689	96	38	towards	towards	ADP
aiti-13689	96	39	personal	personal	ADJ
aiti-13689	96	40	and	and	CCONJ
aiti-13689	96	41	global	global	ADJ
aiti-13689	96	42	bests	best	NOUN
aiti-13689	96	43	(	(	PUNCT
aiti-13689	96	44	cognitive	cognitive	ADJ
aiti-13689	96	45	and	and	CCONJ
aiti-13689	96	46	social	social	ADJ
aiti-13689	96	47	components	component	NOUN
aiti-13689	96	48	)	)	PUNCT
aiti-13689	96	49	.	.	PUNCT
aiti-13689	97	1	stochastic	stochastic	ADJ
aiti-13689	97	2	elements	element	NOUN
aiti-13689	97	3	(	(	PUNCT
aiti-13689	97	4	`	`	PUNCT
aiti-13689	97	5	c1	c1	NOUN
aiti-13689	97	6	`	`	PUNCT
aiti-13689	97	7	and	and	CCONJ
aiti-13689	97	8	`	`	PUNCT
aiti-13689	97	9	c2	c2	PROPN
aiti-13689	97	10	`	`	PUNCT
aiti-13689	97	11	)	)	PUNCT
aiti-13689	97	12	are	be	AUX
aiti-13689	97	13	introduced	introduce	VERB
aiti-13689	97	14	for	for	ADP
aiti-13689	97	15	robust	robust	ADJ
aiti-13689	97	16	search	search	NOUN
aiti-13689	97	17	behaviors	behavior	NOUN
aiti-13689	97	18	.	.	PUNCT
aiti-13689	98	1	velocity	velocity	NOUN
aiti-13689	98	2	update	update	NOUN
aiti-13689	98	3	is	be	AUX
aiti-13689	98	4	governed	govern	VERB
aiti-13689	98	5	by	by	ADP
aiti-13689	98	6	the	the	DET
aiti-13689	98	7	following	follow	VERB
aiti-13689	98	8	equations	equation	NOUN
aiti-13689	98	9	.	.	PUNCT
aiti-13689	99	1	(	(	PUNCT
aiti-13689	99	2	)	)	PUNCT
aiti-13689	99	3	(	(	PUNCT
aiti-13689	99	4	)	)	PUNCT
aiti-13689	99	5	(	(	PUNCT
aiti-13689	99	6	1	1	X
aiti-13689	99	7	)	)	PUNCT
aiti-13689	99	8	(	(	PUNCT
aiti-13689	99	9	)	)	PUNCT
aiti-13689	99	10	(	(	PUNCT
aiti-13689	99	11	)	)	PUNCT
aiti-13689	99	12	(	(	PUNCT
aiti-13689	99	13	)	)	PUNCT
aiti-13689	99	14	1	1	NUM
aiti-13689	99	15	1	1	NUM
aiti-13689	99	16	1	1	NUM
aiti-13689	99	17	2	2	NUM
aiti-13689	99	18	2	2	NUM
aiti-13689	99	19	.	.	PUNCT
aiti-13689	99	20	.	.	PUNCT
aiti-13689	100	1	.χ	.χ	PROPN
aiti-13689	100	2	χ+	χ+	X
aiti-13689	101	1	=	=	X
aiti-13689	102	1	+	+	NUM
aiti-13689	102	2	−	−	PROPN
aiti-13689	103	1	+	+	CCONJ
aiti-13689	104	1	−	−	PROPN
aiti-13689	104	2	t	t	NOUN
aiti-13689	104	3	t	t	X
aiti-13689	104	4	tt	tt	PROPN
aiti-13689	105	1	i	i	PRON
aiti-13689	105	2	i	i	PRON
aiti-13689	105	3	i	i	PRON
aiti-13689	105	4	iu	iu	VERB
aiti-13689	105	5	w	w	PROPN
aiti-13689	105	6	u	u	PROPN
aiti-13689	105	7	c	c	NOUN
aiti-13689	105	8	pbest	pb	ADJ
aiti-13689	105	9	x	x	X
aiti-13689	105	10	c	c	X
aiti-13689	105	11	gbest	gb	ADJ
aiti-13689	105	12	x	x	X
aiti-13689	105	13	(	(	PUNCT
aiti-13689	105	14	5	5	NUM
aiti-13689	105	15	)	)	PUNCT
aiti-13689	105	16	where	where	SCONJ
aiti-13689	105	17	,	,	PUNCT
aiti-13689	105	18	�	�	PROPN
aiti-13689	105	19	(	(	PUNCT
aiti-13689	105	20	�	�	PROPN
aiti-13689	105	21	�	�	PROPN
aiti-13689	105	22	�	�	PROPN
aiti-13689	105	23	)	)	PUNCT
aiti-13689	105	24	is	be	AUX
aiti-13689	105	25	the	the	DET
aiti-13689	105	26	velocity	velocity	NOUN
aiti-13689	105	27	of	of	ADP
aiti-13689	105	28	particle	particle	NOUN
aiti-13689	105	29	�	�	PROPN
aiti-13689	105	30	at	at	ADP
aiti-13689	105	31	iteration	iteration	NOUN
aiti-13689	105	32	�	�	PROPN
aiti-13689	105	33	+	+	CCONJ
aiti-13689	105	34	1	1	X
aiti-13689	105	35	.	.	PUNCT
aiti-13689	105	36	(	(	PUNCT
aiti-13689	105	37	5	5	NUM
aiti-13689	105	38	)	)	PUNCT
aiti-13689	105	39	duty	duty	NOUN
aiti-13689	105	40	update	update	NOUN
aiti-13689	105	41	:	:	PUNCT
aiti-13689	105	42	the	the	DET
aiti-13689	105	43	duty	duty	NOUN
aiti-13689	105	44	cycle	cycle	NOUN
aiti-13689	105	45	for	for	ADP
aiti-13689	105	46	each	each	DET
aiti-13689	105	47	particle	particle	NOUN
aiti-13689	105	48	is	be	AUX
aiti-13689	105	49	updated	update	VERB
aiti-13689	105	50	through	through	ADP
aiti-13689	105	51	the	the	DET
aiti-13689	105	52	`	`	PUNCT
aiti-13689	105	53	updateduty	updateduty	NOUN
aiti-13689	105	54	`	`	PUNCT
aiti-13689	105	55	function	function	NOUN
aiti-13689	105	56	using	use	VERB
aiti-13689	105	57	the	the	DET
aiti-13689	105	58	newly	newly	ADV
aiti-13689	105	59	computed	compute	VERB
aiti-13689	105	60	velocity	velocity	NOUN
aiti-13689	105	61	.	.	PUNCT
aiti-13689	106	1	this	this	DET
aiti-13689	106	2	function	function	NOUN
aiti-13689	106	3	ensures	ensure	VERB
aiti-13689	106	4	the	the	DET
aiti-13689	106	5	duty	duty	NOUN
aiti-13689	106	6	cycle	cycle	NOUN
aiti-13689	106	7	remains	remain	VERB
aiti-13689	106	8	between	between	ADP
aiti-13689	106	9	0	0	NUM
aiti-13689	106	10	and	and	CCONJ
aiti-13689	106	11	1	1	NUM
aiti-13689	106	12	.	.	X
aiti-13689	107	1	if	if	SCONJ
aiti-13689	107	2	the	the	DET
aiti-13689	107	3	updated	update	VERB
aiti-13689	107	4	duty	duty	NOUN
aiti-13689	107	5	cycle	cycle	NOUN
aiti-13689	107	6	deviates	deviate	VERB
aiti-13689	107	7	outside	outside	ADP
aiti-13689	107	8	this	this	DET
aiti-13689	107	9	range	range	NOUN
aiti-13689	107	10	,	,	PUNCT
aiti-13689	107	11	it	it	PRON
aiti-13689	107	12	will	will	AUX
aiti-13689	107	13	be	be	AUX
aiti-13689	107	14	corrected	correct	VERB
aiti-13689	107	15	to	to	PART
aiti-13689	107	16	maintain	maintain	VERB
aiti-13689	107	17	the	the	DET
aiti-13689	107	18	system	system	NOUN
aiti-13689	107	19	’s	’s	PART
aiti-13689	107	20	stability	stability	NOUN
aiti-13689	107	21	and	and	CCONJ
aiti-13689	107	22	efficiency	efficiency	NOUN
aiti-13689	107	23	.	.	PUNCT
aiti-13689	108	1	the	the	DET
aiti-13689	108	2	duty	duty	NOUN
aiti-13689	108	3	cycle	cycle	NOUN
aiti-13689	108	4	,	,	PUNCT
aiti-13689	108	5	corresponding	correspond	VERB
aiti-13689	108	6	to	to	ADP
aiti-13689	108	7	the	the	DET
aiti-13689	108	8	best	good	ADJ
aiti-13689	108	9	solution	solution	NOUN
aiti-13689	108	10	(	(	PUNCT
aiti-13689	108	11	`	`	PUNCT
aiti-13689	108	12	d	d	NOUN
aiti-13689	108	13	`	`	PUNCT
aiti-13689	108	14	)	)	PUNCT
aiti-13689	108	15	,	,	PUNCT
aiti-13689	108	16	is	be	AUX
aiti-13689	108	17	subsequently	subsequently	ADV
aiti-13689	108	18	used	use	VERB
aiti-13689	108	19	to	to	PART
aiti-13689	108	20	adjust	adjust	VERB
aiti-13689	108	21	the	the	DET
aiti-13689	108	22	pv	pv	NOUN
aiti-13689	108	23	system	system	NOUN
aiti-13689	108	24	’s	’s	PART
aiti-13689	108	25	converter	converter	NOUN
aiti-13689	108	26	settings	setting	NOUN
aiti-13689	108	27	in	in	ADP
aiti-13689	108	28	search	search	NOUN
aiti-13689	108	29	of	of	ADP
aiti-13689	108	30	the	the	DET
aiti-13689	108	31	mpp	mpp	PROPN
aiti-13689	108	32	.	.	PUNCT
aiti-13689	109	1	algorithm-1	algorithm-1	PROPN
aiti-13689	109	2	:	:	PUNCT
aiti-13689	109	3	pseudo	pseudo	NOUN
aiti-13689	109	4	code	code	NOUN
aiti-13689	109	5	of	of	ADP
aiti-13689	109	6	pso	pso	NOUN
aiti-13689	109	7	for	for	ADP
aiti-13689	109	8	mppt	mppt	PROPN
aiti-13689	109	9	step-1	step-1	PROPN
aiti-13689	109	10	start	start	VERB
aiti-13689	109	11	step-2	step-2	NUM
aiti-13689	109	12	initialize	initialize	VERB
aiti-13689	109	13	pso	pso	NOUN
aiti-13689	109	14	parameters	parameter	NOUN
aiti-13689	109	15	and	and	CCONJ
aiti-13689	109	16	persistent	persistent	ADJ
aiti-13689	109	17	variables	variable	NOUN
aiti-13689	109	18	:	:	PUNCT
aiti-13689	109	19	define	define	VERB
aiti-13689	109	20	learning	learn	VERB
aiti-13689	109	21	factors	factor	NOUN
aiti-13689	109	22	c1	c1	PROPN
aiti-13689	109	23	and	and	CCONJ
aiti-13689	109	24	c2	c2	PROPN
aiti-13689	109	25	.	.	PUNCT
aiti-13689	110	1	compute	compute	PROPN
aiti-13689	110	2	power	power	NOUN
aiti-13689	110	3	(	(	PUNCT
aiti-13689	110	4	p	p	NOUN
aiti-13689	110	5	)	)	PUNCT
aiti-13689	110	6	from	from	ADP
aiti-13689	110	7	ipv	ipv	PROPN
aiti-13689	110	8	and	and	CCONJ
aiti-13689	110	9	vpv	vpv	NOUN
aiti-13689	110	10	.	.	PUNCT
aiti-13689	111	1	initialize	initialize	VERB
aiti-13689	111	2	pso	pso	NOUN
aiti-13689	111	3	variables	variable	NOUN
aiti-13689	111	4	such	such	ADJ
aiti-13689	111	5	as	as	ADP
aiti-13689	111	6	globalbest	globalb	ADJ
aiti-13689	111	7	,	,	PUNCT
aiti-13689	111	8	k	k	PROPN
aiti-13689	111	9	,	,	PUNCT
aiti-13689	111	10	dc	dc	PROPN
aiti-13689	111	11	,	,	PUNCT
aiti-13689	111	12	and	and	CCONJ
aiti-13689	111	13	pbest	pbest	NOUN
aiti-13689	111	14	.	.	PUNCT
aiti-13689	112	1	set	set	VERB
aiti-13689	112	2	starting	start	VERB
aiti-13689	112	3	points	point	NOUN
aiti-13689	112	4	for	for	ADP
aiti-13689	112	5	dcurrent	dcurrent	NOUN
aiti-13689	112	6	and	and	CCONJ
aiti-13689	112	7	dc	dc	PROPN
aiti-13689	112	8	if	if	SCONJ
aiti-13689	112	9	this	this	PRON
aiti-13689	112	10	is	be	AUX
aiti-13689	112	11	the	the	DET
aiti-13689	112	12	first	first	ADJ
aiti-13689	112	13	run	run	NOUN
aiti-13689	112	14	.	.	PUNCT
aiti-13689	113	1	step-3	step-3	NOUN
aiti-13689	113	2	set	set	VERB
aiti-13689	113	3	d	d	PROPN
aiti-13689	113	4	to	to	ADP
aiti-13689	113	5	the	the	DET
aiti-13689	113	6	current	current	ADJ
aiti-13689	113	7	duty	duty	NOUN
aiti-13689	113	8	cycle	cycle	NOUN
aiti-13689	113	9	(	(	PUNCT
aiti-13689	113	10	dcurrent	dcurrent	NOUN
aiti-13689	113	11	)	)	PUNCT
aiti-13689	113	12	step-4	step-4	NUM
aiti-13689	113	13	increment	increment	NOUN
aiti-13689	113	14	temp	temp	NOUN
aiti-13689	113	15	if	if	SCONJ
aiti-13689	113	16	less	less	ADJ
aiti-13689	113	17	than	than	ADP
aiti-13689	113	18	0	0	NUM
aiti-13689	113	19	and	and	CCONJ
aiti-13689	113	20	exit	exit	NOUN
aiti-13689	113	21	early	early	ADV
aiti-13689	113	22	step-5	step-5	NUM
aiti-13689	113	23	update	update	NOUN
aiti-13689	113	24	pbest	pbest	NOUN
aiti-13689	113	25	if	if	SCONJ
aiti-13689	113	26	the	the	DET
aiti-13689	113	27	current	current	ADJ
aiti-13689	113	28	power	power	NOUN
aiti-13689	113	29	p	p	NOUN
aiti-13689	113	30	is	be	AUX
aiti-13689	113	31	greater	great	ADJ
aiti-13689	113	32	than	than	ADP
aiti-13689	113	33	pbest	pb	ADJ
aiti-13689	113	34	step-6	step-6	NUM
aiti-13689	113	35	increment	increment	NOUN
aiti-13689	113	36	iteration	iteration	NOUN
aiti-13689	113	37	counter	counter	NOUN
aiti-13689	114	1	k	k	PROPN
aiti-13689	114	2	if	if	SCONJ
aiti-13689	114	3	it	it	PRON
aiti-13689	114	4	is	be	AUX
aiti-13689	114	5	less	less	ADJ
aiti-13689	114	6	than	than	ADP
aiti-13689	114	7	a	a	DET
aiti-13689	114	8	threshold	threshold	NOUN
aiti-13689	114	9	(	(	PUNCT
aiti-13689	114	10	3000	3000	NUM
aiti-13689	114	11	)	)	PUNCT
aiti-13689	114	12	step-7	step-7	VERB
aiti-13689	114	13	if	if	SCONJ
aiti-13689	114	14	a	a	DET
aiti-13689	114	15	change	change	NOUN
aiti-13689	114	16	in	in	ADP
aiti-13689	114	17	power	power	NOUN
aiti-13689	114	18	is	be	AUX
aiti-13689	114	19	negligible	negligible	ADJ
aiti-13689	114	20	,	,	PUNCT
aiti-13689	114	21	randomize	randomize	VERB
aiti-13689	114	22	duty	duty	NOUN
aiti-13689	114	23	cycles	cycle	NOUN
aiti-13689	114	24	dc	dc	PROPN
aiti-13689	114	25	to	to	PART
aiti-13689	114	26	escape	escape	VERB
aiti-13689	114	27	local	local	ADJ
aiti-13689	114	28	optima	optima	NOUN
aiti-13689	114	29	advances	advance	NOUN
aiti-13689	114	30	in	in	ADP
aiti-13689	114	31	technology	technology	NOUN
aiti-13689	114	32	innovation	innovation	NOUN
aiti-13689	114	33	,	,	PUNCT
aiti-13689	114	34	vol	vol	NOUN
aiti-13689	114	35	.	.	PROPN
aiti-13689	115	1	9	9	NUM
aiti-13689	115	2	,	,	PUNCT
aiti-13689	115	3	no	no	INTJ
aiti-13689	115	4	.	.	NOUN
aiti-13689	115	5	3	3	NUM
aiti-13689	115	6	,	,	PUNCT
aiti-13689	115	7	2024	2024	NUM
aiti-13689	115	8	,	,	PUNCT
aiti-13689	115	9	pp	pp	ADJ
aiti-13689	115	10	.	.	PUNCT
aiti-13689	116	1	210	210	NUM
aiti-13689	116	2	-	-	SYM
aiti-13689	116	3	223	223	NUM
aiti-13689	116	4	215	215	NUM
aiti-13689	116	5	step-8	step-8	NUM
aiti-13689	116	6	update	update	NOUN
aiti-13689	116	7	each	each	DET
aiti-13689	116	8	particle	particle	NOUN
aiti-13689	116	9	:	:	PUNCT
aiti-13689	116	10	update	update	VERB
aiti-13689	116	11	personal	personal	ADJ
aiti-13689	116	12	best	good	ADJ
aiti-13689	116	13	if	if	SCONJ
aiti-13689	116	14	current	current	ADJ
aiti-13689	116	15	power	power	NOUN
aiti-13689	116	16	is	be	AUX
aiti-13689	116	17	higher	high	ADJ
aiti-13689	116	18	.	.	PUNCT
aiti-13689	117	1	update	update	VERB
aiti-13689	117	2	globalbest	globalbest	NOUN
aiti-13689	117	3	if	if	SCONJ
aiti-13689	117	4	a	a	DET
aiti-13689	117	5	cycle	cycle	NOUN
aiti-13689	117	6	through	through	ADP
aiti-13689	117	7	particles	particle	NOUN
aiti-13689	117	8	is	be	AUX
aiti-13689	117	9	complete	complete	ADJ
aiti-13689	117	10	.	.	PUNCT
aiti-13689	118	1	calculate	calculate	VERB
aiti-13689	118	2	the	the	DET
aiti-13689	118	3	new	new	ADJ
aiti-13689	118	4	velocity	velocity	NOUN
aiti-13689	118	5	for	for	ADP
aiti-13689	118	6	each	each	DET
aiti-13689	118	7	particle	particle	NOUN
aiti-13689	118	8	.	.	PUNCT
aiti-13689	119	1	update	update	VERB
aiti-13689	119	2	each	each	DET
aiti-13689	119	3	particle	particle	NOUN
aiti-13689	119	4	’s	’s	PART
aiti-13689	119	5	duty	duty	NOUN
aiti-13689	119	6	cycle	cycle	NOUN
aiti-13689	119	7	within	within	ADP
aiti-13689	119	8	a	a	DET
aiti-13689	119	9	valid	valid	ADJ
aiti-13689	119	10	range	range	NOUN
aiti-13689	119	11	(	(	PUNCT
aiti-13689	119	12	0	0	NUM
aiti-13689	119	13	to	to	PART
aiti-13689	119	14	1	1	NUM
aiti-13689	119	15	)	)	PUNCT
aiti-13689	119	16	step-9	step-9	NUM
aiti-13689	119	17	repeat	repeat	NOUN
aiti-13689	119	18	steps	step	NOUN
aiti-13689	119	19	3	3	NUM
aiti-13689	119	20	to	to	PART
aiti-13689	119	21	8	8	NUM
aiti-13689	119	22	for	for	ADP
aiti-13689	119	23	each	each	DET
aiti-13689	119	24	function	function	NOUN
aiti-13689	119	25	call	call	NOUN
aiti-13689	119	26	,	,	PUNCT
aiti-13689	119	27	refining	refine	VERB
aiti-13689	119	28	the	the	DET
aiti-13689	119	29	search	search	NOUN
aiti-13689	119	30	for	for	ADP
aiti-13689	119	31	optimal	optimal	ADJ
aiti-13689	119	32	duty	duty	NOUN
aiti-13689	119	33	cycle	cycle	NOUN
aiti-13689	119	34	step-10	step-10	PROPN
aiti-13689	119	35	end	end	VERB
aiti-13689	119	36	when	when	SCONJ
aiti-13689	119	37	maximum	maximum	ADJ
aiti-13689	119	38	iterations	iteration	NOUN
aiti-13689	119	39	are	be	AUX
aiti-13689	119	40	reached	reach	VERB
aiti-13689	119	41	or	or	CCONJ
aiti-13689	119	42	the	the	DET
aiti-13689	119	43	algorithm	algorithm	NOUN
aiti-13689	119	44	converges	converge	VERB
aiti-13689	119	45	step-11	step-11	PROPN
aiti-13689	119	46	output	output	VERB
aiti-13689	119	47	the	the	DET
aiti-13689	119	48	optimal	optimal	ADJ
aiti-13689	119	49	duty	duty	NOUN
aiti-13689	119	50	cycle	cycle	NOUN
aiti-13689	120	1	d	d	NOUN
aiti-13689	120	2	from	from	ADP
aiti-13689	120	3	the	the	DET
aiti-13689	120	4	best	good	ADJ
aiti-13689	120	5	nest	nest	NOUN
aiti-13689	120	6	4	4	NUM
aiti-13689	120	7	.	.	PUNCT
aiti-13689	120	8	gravitational	gravitational	ADJ
aiti-13689	120	9	search	search	NOUN
aiti-13689	120	10	algorithm	algorithm	NOUN
aiti-13689	120	11	the	the	DET
aiti-13689	120	12	gsa	gsa	PROPN
aiti-13689	120	13	is	be	AUX
aiti-13689	120	14	a	a	DET
aiti-13689	120	15	metaheuristic	metaheuristic	ADJ
aiti-13689	120	16	optimization	optimization	NOUN
aiti-13689	120	17	approach	approach	NOUN
aiti-13689	120	18	that	that	PRON
aiti-13689	120	19	draws	draw	VERB
aiti-13689	120	20	inspiration	inspiration	NOUN
aiti-13689	120	21	from	from	ADP
aiti-13689	120	22	the	the	DET
aiti-13689	120	23	laws	law	NOUN
aiti-13689	120	24	of	of	ADP
aiti-13689	120	25	newtonian	newtonian	ADJ
aiti-13689	120	26	gravity	gravity	NOUN
aiti-13689	120	27	and	and	CCONJ
aiti-13689	120	28	the	the	DET
aiti-13689	120	29	interactions	interaction	NOUN
aiti-13689	120	30	between	between	ADP
aiti-13689	120	31	masses	masse	NOUN
aiti-13689	120	32	.	.	PUNCT
aiti-13689	121	1	the	the	DET
aiti-13689	121	2	gsa	gsa	PROPN
aiti-13689	121	3	mimics	mimic	VERB
aiti-13689	121	4	the	the	DET
aiti-13689	121	5	movement	movement	NOUN
aiti-13689	121	6	of	of	ADP
aiti-13689	121	7	objects	object	NOUN
aiti-13689	121	8	influenced	influence	VERB
aiti-13689	121	9	by	by	ADP
aiti-13689	121	10	gravitational	gravitational	ADJ
aiti-13689	121	11	forces	force	NOUN
aiti-13689	121	12	,	,	PUNCT
aiti-13689	121	13	where	where	SCONJ
aiti-13689	121	14	each	each	DET
aiti-13689	121	15	object	object	NOUN
aiti-13689	121	16	represents	represent	VERB
aiti-13689	121	17	a	a	DET
aiti-13689	121	18	potential	potential	ADJ
aiti-13689	121	19	solution	solution	NOUN
aiti-13689	121	20	to	to	ADP
aiti-13689	121	21	the	the	DET
aiti-13689	121	22	optimization	optimization	NOUN
aiti-13689	121	23	problem	problem	NOUN
aiti-13689	121	24	at	at	ADP
aiti-13689	121	25	hand	hand	NOUN
aiti-13689	121	26	.	.	PUNCT
aiti-13689	122	1	the	the	DET
aiti-13689	122	2	gsa	gsa	PROPN
aiti-13689	122	3	commences	commence	VERB
aiti-13689	122	4	by	by	ADP
aiti-13689	122	5	initializing	initialize	VERB
aiti-13689	122	6	a	a	DET
aiti-13689	122	7	set	set	NOUN
aiti-13689	122	8	of	of	ADP
aiti-13689	122	9	agents	agent	NOUN
aiti-13689	122	10	(	(	PUNCT
aiti-13689	122	11	masses	masse	NOUN
aiti-13689	122	12	)	)	PUNCT
aiti-13689	122	13	and	and	CCONJ
aiti-13689	122	14	iteratively	iteratively	ADV
aiti-13689	122	15	updates	update	VERB
aiti-13689	122	16	their	their	PRON
aiti-13689	122	17	positions	position	NOUN
aiti-13689	122	18	based	base	VERB
aiti-13689	122	19	on	on	ADP
aiti-13689	122	20	the	the	DET
aiti-13689	122	21	gravitational	gravitational	ADJ
aiti-13689	122	22	pull	pull	NOUN
aiti-13689	122	23	exerted	exert	VERB
aiti-13689	122	24	by	by	ADP
aiti-13689	122	25	other	other	ADJ
aiti-13689	122	26	agents	agent	NOUN
aiti-13689	122	27	within	within	ADP
aiti-13689	122	28	the	the	DET
aiti-13689	122	29	population	population	NOUN
aiti-13689	122	30	.	.	PUNCT
aiti-13689	123	1	the	the	DET
aiti-13689	123	2	gravitational	gravitational	ADJ
aiti-13689	123	3	force	force	NOUN
aiti-13689	123	4	acting	act	VERB
aiti-13689	123	5	upon	upon	SCONJ
aiti-13689	123	6	an	an	DET
aiti-13689	123	7	agent	agent	NOUN
aiti-13689	123	8	is	be	AUX
aiti-13689	123	9	directly	directly	ADV
aiti-13689	123	10	proportional	proportional	ADJ
aiti-13689	123	11	to	to	ADP
aiti-13689	123	12	the	the	DET
aiti-13689	123	13	product	product	NOUN
aiti-13689	123	14	of	of	ADP
aiti-13689	123	15	the	the	DET
aiti-13689	123	16	masses	masse	NOUN
aiti-13689	123	17	of	of	ADP
aiti-13689	123	18	the	the	DET
aiti-13689	123	19	interacting	interact	VERB
aiti-13689	123	20	agents	agent	NOUN
aiti-13689	123	21	and	and	CCONJ
aiti-13689	123	22	inversely	inversely	ADV
aiti-13689	123	23	pertinent	pertinent	ADJ
aiti-13689	123	24	to	to	ADP
aiti-13689	123	25	the	the	DET
aiti-13689	123	26	distance	distance	NOUN
aiti-13689	123	27	separating	separate	VERB
aiti-13689	123	28	them	they	PRON
aiti-13689	123	29	.	.	PUNCT
aiti-13689	124	1	this	this	DET
aiti-13689	124	2	force	force	NOUN
aiti-13689	124	3	determines	determine	VERB
aiti-13689	124	4	the	the	DET
aiti-13689	124	5	movement	movement	NOUN
aiti-13689	124	6	and	and	CCONJ
aiti-13689	124	7	positioning	positioning	NOUN
aiti-13689	124	8	of	of	ADP
aiti-13689	124	9	agents	agent	NOUN
aiti-13689	124	10	within	within	ADP
aiti-13689	124	11	the	the	DET
aiti-13689	124	12	search	search	NOUN
aiti-13689	124	13	space	space	NOUN
aiti-13689	124	14	as	as	SCONJ
aiti-13689	124	15	the	the	DET
aiti-13689	124	16	algorithm	algorithm	NOUN
aiti-13689	124	17	progresses	progress	VERB
aiti-13689	124	18	.	.	PUNCT
aiti-13689	125	1	agents	agent	NOUN
aiti-13689	125	2	with	with	ADP
aiti-13689	125	3	better	well	ADJ
aiti-13689	125	4	fitness	fitness	NOUN
aiti-13689	125	5	values	value	NOUN
aiti-13689	125	6	(	(	PUNCT
aiti-13689	125	7	solutions	solution	NOUN
aiti-13689	125	8	)	)	PUNCT
aiti-13689	125	9	are	be	AUX
aiti-13689	125	10	assigned	assign	VERB
aiti-13689	125	11	higher	high	ADJ
aiti-13689	125	12	masses	masse	NOUN
aiti-13689	125	13	,	,	PUNCT
aiti-13689	125	14	enabling	enable	VERB
aiti-13689	125	15	them	they	PRON
aiti-13689	125	16	to	to	PART
aiti-13689	125	17	exert	exert	VERB
aiti-13689	125	18	stronger	strong	ADJ
aiti-13689	125	19	gravitational	gravitational	ADJ
aiti-13689	125	20	forces	force	NOUN
aiti-13689	125	21	and	and	CCONJ
aiti-13689	125	22	attract	attract	VERB
aiti-13689	125	23	other	other	ADJ
aiti-13689	125	24	agents	agent	NOUN
aiti-13689	125	25	towards	towards	ADP
aiti-13689	125	26	their	their	PRON
aiti-13689	125	27	positions	position	NOUN
aiti-13689	125	28	.	.	PUNCT
aiti-13689	126	1	this	this	DET
aiti-13689	126	2	exploitation	exploitation	NOUN
aiti-13689	126	3	mechanism	mechanism	NOUN
aiti-13689	126	4	enables	enable	VERB
aiti-13689	126	5	gsa	gsa	PROPN
aiti-13689	126	6	to	to	PART
aiti-13689	126	7	efficiently	efficiently	ADV
aiti-13689	126	8	refine	refine	VERB
aiti-13689	126	9	solutions	solution	NOUN
aiti-13689	126	10	and	and	CCONJ
aiti-13689	126	11	converge	converge	VERB
aiti-13689	126	12	towards	towards	ADP
aiti-13689	126	13	optimal	optimal	ADJ
aiti-13689	126	14	regions	region	NOUN
aiti-13689	126	15	of	of	ADP
aiti-13689	126	16	the	the	DET
aiti-13689	126	17	search	search	NOUN
aiti-13689	126	18	space	space	NOUN
aiti-13689	126	19	.	.	PUNCT
aiti-13689	127	1	applied	apply	VERB
aiti-13689	127	2	to	to	ADP
aiti-13689	127	3	mppt	mppt	NOUN
aiti-13689	127	4	in	in	ADP
aiti-13689	127	5	solar	solar	ADJ
aiti-13689	127	6	pv	pv	NOUN
aiti-13689	127	7	systems	system	NOUN
aiti-13689	127	8	,	,	PUNCT
aiti-13689	127	9	the	the	DET
aiti-13689	127	10	gsa	gsa	PROPN
aiti-13689	127	11	leverages	leverage	VERB
aiti-13689	127	12	the	the	DET
aiti-13689	127	13	metaphorical	metaphorical	ADJ
aiti-13689	127	14	gravitational	gravitational	NOUN
aiti-13689	127	15	pull	pull	VERB
aiti-13689	127	16	among	among	ADP
aiti-13689	127	17	candidate	candidate	NOUN
aiti-13689	127	18	solutions	solution	NOUN
aiti-13689	127	19	to	to	PART
aiti-13689	127	20	steer	steer	VERB
aiti-13689	127	21	the	the	DET
aiti-13689	127	22	search	search	NOUN
aiti-13689	127	23	towards	towards	ADP
aiti-13689	127	24	the	the	DET
aiti-13689	127	25	mpp	mpp	NOUN
aiti-13689	127	26	with	with	ADP
aiti-13689	127	27	smart	smart	ADJ
aiti-13689	127	28	precision	precision	NOUN
aiti-13689	127	29	[	[	X
aiti-13689	127	30	26	26	NUM
aiti-13689	127	31	-	-	SYM
aiti-13689	127	32	27	27	NUM
aiti-13689	127	33	]	]	PUNCT
aiti-13689	127	34	.	.	PUNCT
aiti-13689	128	1	below	below	ADV
aiti-13689	128	2	is	be	AUX
aiti-13689	128	3	the	the	DET
aiti-13689	128	4	systematic	systematic	ADJ
aiti-13689	128	5	process	process	NOUN
aiti-13689	128	6	of	of	ADP
aiti-13689	128	7	gsa	gsa	PROPN
aiti-13689	128	8	,	,	PUNCT
aiti-13689	128	9	where	where	SCONJ
aiti-13689	128	10	each	each	DET
aiti-13689	128	11	solution	solution	NOUN
aiti-13689	128	12	is	be	AUX
aiti-13689	128	13	weighted	weight	VERB
aiti-13689	128	14	by	by	ADP
aiti-13689	128	15	its	its	PRON
aiti-13689	128	16	fitness	fitness	NOUN
aiti-13689	128	17	,	,	PUNCT
aiti-13689	128	18	orchestrating	orchestrate	VERB
aiti-13689	128	19	a	a	DET
aiti-13689	128	20	delicate	delicate	ADJ
aiti-13689	128	21	balance	balance	NOUN
aiti-13689	128	22	between	between	ADP
aiti-13689	128	23	attraction	attraction	NOUN
aiti-13689	128	24	towards	towards	ADP
aiti-13689	128	25	the	the	DET
aiti-13689	128	26	best	good	ADJ
aiti-13689	128	27	solution	solution	NOUN
aiti-13689	128	28	and	and	CCONJ
aiti-13689	128	29	repulsion	repulsion	NOUN
aiti-13689	128	30	from	from	ADP
aiti-13689	128	31	the	the	DET
aiti-13689	128	32	least	least	ADV
aiti-13689	128	33	efficient	efficient	ADJ
aiti-13689	128	34	,	,	PUNCT
aiti-13689	128	35	thereby	thereby	ADV
aiti-13689	128	36	ensuring	ensure	VERB
aiti-13689	128	37	a	a	DET
aiti-13689	128	38	continuous	continuous	ADJ
aiti-13689	128	39	evolution	evolution	NOUN
aiti-13689	128	40	towards	towards	ADP
aiti-13689	128	41	the	the	DET
aiti-13689	128	42	system	system	NOUN
aiti-13689	128	43	’s	’s	PART
aiti-13689	128	44	optimal	optimal	ADJ
aiti-13689	128	45	performance	performance	NOUN
aiti-13689	128	46	.	.	PUNCT
aiti-13689	129	1	(	(	PUNCT
aiti-13689	129	2	1	1	NUM
aiti-13689	129	3	)	)	PUNCT
aiti-13689	129	4	initialization	initialization	NOUN
aiti-13689	129	5	:	:	PUNCT
aiti-13689	129	6	the	the	DET
aiti-13689	129	7	gsa	gsa	PROPN
aiti-13689	129	8	commences	commence	VERB
aiti-13689	129	9	by	by	ADP
aiti-13689	129	10	setting	set	VERB
aiti-13689	129	11	up	up	ADP
aiti-13689	129	12	agents	agent	NOUN
aiti-13689	129	13	randomly	randomly	ADV
aiti-13689	129	14	within	within	ADP
aiti-13689	129	15	the	the	DET
aiti-13689	129	16	solution	solution	NOUN
aiti-13689	129	17	space	space	NOUN
aiti-13689	129	18	,	,	PUNCT
aiti-13689	129	19	laying	lay	VERB
aiti-13689	129	20	a	a	DET
aiti-13689	129	21	foundation	foundation	NOUN
aiti-13689	129	22	for	for	ADP
aiti-13689	129	23	a	a	DET
aiti-13689	129	24	comprehensive	comprehensive	ADJ
aiti-13689	129	25	search	search	NOUN
aiti-13689	129	26	across	across	ADP
aiti-13689	129	27	potential	potential	ADJ
aiti-13689	129	28	solutions	solution	NOUN
aiti-13689	129	29	.	.	PUNCT
aiti-13689	130	1	(	(	PUNCT
aiti-13689	130	2	2	2	X
aiti-13689	130	3	)	)	PUNCT
aiti-13689	130	4	iterative	iterative	NOUN
aiti-13689	130	5	loop	loop	NOUN
aiti-13689	130	6	:	:	PUNCT
aiti-13689	130	7	during	during	ADP
aiti-13689	130	8	each	each	DET
aiti-13689	130	9	iteration	iteration	NOUN
aiti-13689	130	10	,	,	PUNCT
aiti-13689	130	11	the	the	DET
aiti-13689	130	12	algorithm	algorithm	NOUN
aiti-13689	130	13	assesses	assess	VERB
aiti-13689	130	14	the	the	DET
aiti-13689	130	15	power	power	NOUN
aiti-13689	130	16	output	output	NOUN
aiti-13689	130	17	of	of	ADP
aiti-13689	130	18	each	each	DET
aiti-13689	130	19	agent	agent	NOUN
aiti-13689	130	20	,	,	PUNCT
aiti-13689	130	21	comparing	compare	VERB
aiti-13689	130	22	it	it	PRON
aiti-13689	130	23	to	to	ADP
aiti-13689	130	24	their	their	PRON
aiti-13689	130	25	respective	respective	ADJ
aiti-13689	130	26	bests	best	NOUN
aiti-13689	130	27	and	and	CCONJ
aiti-13689	130	28	updating	update	VERB
aiti-13689	130	29	records	record	NOUN
aiti-13689	130	30	for	for	ADP
aiti-13689	130	31	continual	continual	ADJ
aiti-13689	130	32	performance	performance	NOUN
aiti-13689	130	33	enhancement	enhancement	NOUN
aiti-13689	130	34	.	.	PUNCT
aiti-13689	131	1	(	(	PUNCT
aiti-13689	131	2	3	3	X
aiti-13689	131	3	)	)	PUNCT
aiti-13689	131	4	mass	mass	ADJ
aiti-13689	131	5	calculation	calculation	NOUN
aiti-13689	131	6	:	:	PUNCT
aiti-13689	131	7	the	the	DET
aiti-13689	131	8	algorithm	algorithm	NOUN
aiti-13689	131	9	calculates	calculate	VERB
aiti-13689	131	10	the	the	DET
aiti-13689	131	11	mass	mass	NOUN
aiti-13689	131	12	of	of	ADP
aiti-13689	131	13	each	each	DET
aiti-13689	131	14	agent	agent	NOUN
aiti-13689	131	15	based	base	VERB
aiti-13689	131	16	on	on	ADP
aiti-13689	131	17	their	their	PRON
aiti-13689	131	18	fitness	fitness	NOUN
aiti-13689	131	19	,	,	PUNCT
aiti-13689	131	20	using	use	VERB
aiti-13689	131	21	the	the	DET
aiti-13689	131	22	relative	relative	ADJ
aiti-13689	131	23	mass	mass	NOUN
aiti-13689	131	24	strength	strength	NOUN
aiti-13689	131	25	variable	variable	PROPN
aiti-13689	131	26	q	q	PROPN
aiti-13689	131	27	,	,	PUNCT
aiti-13689	131	28	to	to	PART
aiti-13689	131	29	translate	translate	VERB
aiti-13689	131	30	fitness	fitness	NOUN
aiti-13689	131	31	into	into	ADP
aiti-13689	131	32	gravitational	gravitational	ADJ
aiti-13689	131	33	mass	mass	NOUN
aiti-13689	131	34	.	.	PUNCT
aiti-13689	132	1	(	(	PUNCT
aiti-13689	132	2	)	)	PUNCT
aiti-13689	132	3	(	(	PUNCT
aiti-13689	132	4	)	)	PUNCT
aiti-13689	132	5	(	(	PUNCT
aiti-13689	132	6	)	)	PUNCT
aiti-13689	132	7	(	(	PUNCT
aiti-13689	132	8	)	)	PUNCT
aiti-13689	132	9	(	(	PUNCT
aiti-13689	132	10	)	)	PUNCT
aiti-13689	132	11	−	−	PROPN
aiti-13689	132	12	=	=	PUNCT
aiti-13689	133	1	−	−	PROPN
aiti-13689	133	2	t	t	NOUN
aiti-13689	133	3	t	t	NOUN
aiti-13689	133	4	t	t	PROPN
aiti-13689	133	5	i	i	PRON
aiti-13689	133	6	t	t	PROPN
aiti-13689	133	7	t	t	PROPN
aiti-13689	133	8	fitness	fitness	PROPN
aiti-13689	133	9	worst	bad	ADJ
aiti-13689	133	10	m	m	VERB
aiti-13689	133	11	best	well	ADV
aiti-13689	133	12	worst	bad	ADJ
aiti-13689	133	13	(	(	PUNCT
aiti-13689	133	14	6	6	NUM
aiti-13689	133	15	)	)	PUNCT
aiti-13689	133	16	where	where	SCONJ
aiti-13689	133	17	,	,	PUNCT
aiti-13689	133	18	�	�	PROPN
aiti-13689	133	19	�	�	PROPN
aiti-13689	133	20	(	(	PUNCT
aiti-13689	133	21	�	�	PROPN
aiti-13689	133	22	)	)	PUNCT
aiti-13689	133	23	is	be	AUX
aiti-13689	133	24	the	the	DET
aiti-13689	133	25	mass	mass	NOUN
aiti-13689	133	26	of	of	ADP
aiti-13689	133	27	agent	agent	NOUN
aiti-13689	133	28	�	�	PROPN
aiti-13689	133	29	and	and	CCONJ
aiti-13689	133	30	�	�	PROPN
aiti-13689	133	31	at	at	ADP
aiti-13689	133	32	time	time	NOUN
aiti-13689	133	33	�	�	PROPN
aiti-13689	133	34	.	.	PUNCT
aiti-13689	134	1	meanwhile	meanwhile	ADV
aiti-13689	134	2	,	,	PUNCT
aiti-13689	134	3	�	�	PROPN
aiti-13689	134	4	�	�	PROPN
aiti-13689	134	5	�	�	PROPN
aiti-13689	134	6	�	�	PROPN
aiti-13689	134	7	�	�	PROPN
aiti-13689	134	8	�	�	PROPN
aiti-13689	134	9	�	�	PROPN
aiti-13689	134	10	(	(	PUNCT
aiti-13689	134	11	�	�	PROPN
aiti-13689	134	12	)	)	PUNCT
aiti-13689	134	13	is	be	AUX
aiti-13689	134	14	the	the	DET
aiti-13689	134	15	fitness	fitness	NOUN
aiti-13689	134	16	value	value	NOUN
aiti-13689	134	17	of	of	ADP
aiti-13689	134	18	agent	agent	NOUN
aiti-13689	134	19	�	�	PROPN
aiti-13689	134	20	and	and	CCONJ
aiti-13689	134	21	�	�	PROPN
aiti-13689	134	22	at	at	ADP
aiti-13689	134	23	time	time	NOUN
aiti-13689	134	24	�	�	PROPN
aiti-13689	134	25	.	.	PUNCT
aiti-13689	135	1	�	�	PROPN
aiti-13689	135	2	�	�	PROPN
aiti-13689	135	3	�	�	PROPN
aiti-13689	135	4	�	�	PROPN
aiti-13689	135	5	(	(	PUNCT
aiti-13689	135	6	�	�	PROPN
aiti-13689	135	7	)	)	PUNCT
aiti-13689	135	8	and	and	CCONJ
aiti-13689	135	9	�	�	PROPN
aiti-13689	135	10	�	�	PROPN
aiti-13689	135	11	�	�	PROPN
aiti-13689	135	12	�	�	PROPN
aiti-13689	135	13	�	�	PROPN
aiti-13689	135	14	(	(	PUNCT
aiti-13689	135	15	�	�	PROPN
aiti-13689	135	16	)	)	PUNCT
aiti-13689	135	17	are	be	AUX
aiti-13689	135	18	the	the	DET
aiti-13689	135	19	best	good	ADJ
aiti-13689	135	20	and	and	CCONJ
aiti-13689	135	21	worst	bad	ADJ
aiti-13689	135	22	fitness	fitness	NOUN
aiti-13689	135	23	values	value	NOUN
aiti-13689	135	24	among	among	ADP
aiti-13689	135	25	all	all	DET
aiti-13689	135	26	agents	agent	NOUN
aiti-13689	135	27	at	at	ADP
aiti-13689	135	28	time	time	NOUN
aiti-13689	135	29	�	�	PROPN
aiti-13689	135	30	.	.	PUNCT
aiti-13689	136	1	(	(	PUNCT
aiti-13689	136	2	4	4	X
aiti-13689	136	3	)	)	PUNCT
aiti-13689	136	4	force	force	NOUN
aiti-13689	136	5	calculation	calculation	NOUN
aiti-13689	136	6	:	:	PUNCT
aiti-13689	136	7	forces	force	NOUN
aiti-13689	136	8	between	between	ADP
aiti-13689	136	9	agents	agent	NOUN
aiti-13689	136	10	are	be	AUX
aiti-13689	136	11	computed	compute	VERB
aiti-13689	136	12	considering	consider	VERB
aiti-13689	136	13	an	an	DET
aiti-13689	136	14	exponentially	exponentially	ADV
aiti-13689	136	15	decaying	decay	VERB
aiti-13689	136	16	gravitational	gravitational	ADJ
aiti-13689	136	17	constant	constant	ADJ
aiti-13689	136	18	g	g	NOUN
aiti-13689	136	19	and	and	CCONJ
aiti-13689	136	20	a	a	DET
aiti-13689	136	21	stochastic	stochastic	ADJ
aiti-13689	136	22	element	element	NOUN
aiti-13689	136	23	,	,	PUNCT
aiti-13689	136	24	which	which	PRON
aiti-13689	136	25	enables	enable	VERB
aiti-13689	136	26	the	the	DET
aiti-13689	136	27	algorithm	algorithm	NOUN
aiti-13689	136	28	to	to	PART
aiti-13689	136	29	avoid	avoid	VERB
aiti-13689	136	30	local	local	ADJ
aiti-13689	136	31	optima	optima	NOUN
aiti-13689	136	32	and	and	CCONJ
aiti-13689	136	33	navigate	navigate	VERB
aiti-13689	136	34	the	the	DET
aiti-13689	136	35	search	search	NOUN
aiti-13689	136	36	space	space	NOUN
aiti-13689	136	37	effectively	effectively	ADV
aiti-13689	136	38	.	.	PUNCT
aiti-13689	137	1	(	(	PUNCT
aiti-13689	137	2	)	)	PUNCT
aiti-13689	137	3	(	(	PUNCT
aiti-13689	137	4	)	)	PUNCT
aiti-13689	137	5	(	(	PUNCT
aiti-13689	137	6	)	)	PUNCT
aiti-13689	137	7	(	(	PUNCT
aiti-13689	137	8	)	)	PUNCT
aiti-13689	137	9	(	(	PUNCT
aiti-13689	137	10	)	)	PUNCT
aiti-13689	137	11	.=	.=	NOUN
aiti-13689	138	1	+	+	CCONJ
aiti-13689	138	2	t	t	NOUN
aiti-13689	138	3	t	t	NOUN
aiti-13689	139	1	i	i	PRON
aiti-13689	139	2	jt	jt	PROPN
aiti-13689	139	3	ij	ij	INTJ
aiti-13689	139	4	ijt	ijt	VERB
aiti-13689	139	5	ij	ij	INTJ
aiti-13689	139	6	m	m	NOUN
aiti-13689	139	7	m	m	VERB
aiti-13689	139	8	f	f	PROPN
aiti-13689	139	9	g	g	PROPN
aiti-13689	139	10	t	t	PROPN
aiti-13689	139	11	rand	rand	NOUN
aiti-13689	139	12	r	r	NOUN
aiti-13689	139	13	e	e	X
aiti-13689	139	14	(	(	PUNCT
aiti-13689	139	15	7	7	NUM
aiti-13689	139	16	)	)	PUNCT
aiti-13689	139	17	where	where	SCONJ
aiti-13689	139	18	,	,	PUNCT
aiti-13689	139	19	�	�	PROPN
aiti-13689	139	20	�	�	PROPN
aiti-13689	139	21	�	�	PROPN
aiti-13689	139	22	(	(	PUNCT
aiti-13689	139	23	�	�	PROPN
aiti-13689	139	24	)	)	PUNCT
aiti-13689	139	25	is	be	AUX
aiti-13689	139	26	the	the	DET
aiti-13689	139	27	gravitational	gravitational	ADJ
aiti-13689	139	28	force	force	NOUN
aiti-13689	139	29	between	between	ADP
aiti-13689	139	30	agent	agent	NOUN
aiti-13689	139	31	�	�	PROPN
aiti-13689	139	32	and	and	CCONJ
aiti-13689	139	33	�	�	PROPN
aiti-13689	139	34	at	at	ADP
aiti-13689	139	35	time	time	NOUN
aiti-13689	139	36	�	�	PROPN
aiti-13689	139	37	.	.	PUNCT
aiti-13689	140	1	(	(	PUNCT
aiti-13689	140	2	�	�	PROPN
aiti-13689	140	3	)	)	PUNCT
aiti-13689	140	4	is	be	AUX
aiti-13689	140	5	the	the	DET
aiti-13689	140	6	gravitational	gravitational	ADJ
aiti-13689	140	7	constant	constant	NOUN
aiti-13689	140	8	at	at	ADP
aiti-13689	140	9	time	time	NOUN
aiti-13689	140	10	�	�	PROPN
aiti-13689	140	11	.	.	PUNCT
aiti-13689	140	12	�	�	PROPN
aiti-13689	140	13	�	�	PROPN
aiti-13689	140	14	(	(	PUNCT
aiti-13689	140	15	�	�	PROPN
aiti-13689	140	16	)	)	PUNCT
aiti-13689	140	17	�	�	PROPN
aiti-13689	140	18	�	�	PROPN
aiti-13689	140	19	(	(	PUNCT
aiti-13689	140	20	�	�	PROPN
aiti-13689	140	21	)	)	PUNCT
aiti-13689	140	22	are	be	AUX
aiti-13689	140	23	the	the	DET
aiti-13689	140	24	masses	masse	NOUN
aiti-13689	140	25	of	of	ADP
aiti-13689	140	26	agents	agent	NOUN
aiti-13689	140	27	�	�	PROPN
aiti-13689	140	28	and	and	CCONJ
aiti-13689	140	29	�	�	PROPN
aiti-13689	140	30	at	at	ADP
aiti-13689	140	31	time	time	NOUN
aiti-13689	140	32	�	�	PROPN
aiti-13689	140	33	.	.	PUNCT
aiti-13689	141	1	"	"	PUNCT
aiti-13689	141	2	�	�	PROPN
aiti-13689	141	3	�	�	PROPN
aiti-13689	141	4	(	(	PUNCT
aiti-13689	141	5	�	�	PROPN
aiti-13689	141	6	)	)	PUNCT
aiti-13689	141	7	is	be	AUX
aiti-13689	141	8	the	the	DET
aiti-13689	141	9	euclidean	euclidean	ADJ
aiti-13689	141	10	distance	distance	NOUN
aiti-13689	141	11	between	between	ADP
aiti-13689	141	12	agent	agent	NOUN
aiti-13689	141	13	�	�	PROPN
aiti-13689	141	14	and	and	CCONJ
aiti-13689	141	15	�	�	PROPN
aiti-13689	141	16	at	at	ADP
aiti-13689	141	17	time	time	NOUN
aiti-13689	141	18	�	�	PROPN
aiti-13689	141	19	.	.	PUNCT
aiti-13689	141	20	�	�	PROPN
aiti-13689	141	21	#	#	SYM
aiti-13689	141	22	�	�	NOUN
aiti-13689	141	23	$	$	SYM
aiti-13689	141	24	�	�	PROPN
aiti-13689	141	25	�	�	PROPN
aiti-13689	141	26	is	be	AUX
aiti-13689	141	27	a	a	DET
aiti-13689	141	28	random	random	ADJ
aiti-13689	141	29	number	number	NOUN
aiti-13689	141	30	between	between	ADP
aiti-13689	141	31	0	0	NUM
aiti-13689	141	32	and	and	CCONJ
aiti-13689	141	33	1	1	NUM
aiti-13689	141	34	.	.	NOUN
aiti-13689	141	35	216	216	NUM
aiti-13689	141	36	advances	advance	NOUN
aiti-13689	141	37	in	in	ADP
aiti-13689	141	38	technology	technology	NOUN
aiti-13689	141	39	innovation	innovation	NOUN
aiti-13689	141	40	,	,	PUNCT
aiti-13689	141	41	vol	vol	NOUN
aiti-13689	141	42	.	.	PROPN
aiti-13689	141	43	9	9	NUM
aiti-13689	141	44	,	,	PUNCT
aiti-13689	141	45	no	no	INTJ
aiti-13689	141	46	.	.	NOUN
aiti-13689	141	47	3	3	NUM
aiti-13689	141	48	,	,	PUNCT
aiti-13689	141	49	2024	2024	NUM
aiti-13689	141	50	,	,	PUNCT
aiti-13689	141	51	pp	pp	ADJ
aiti-13689	141	52	.	.	PUNCT
aiti-13689	142	1	210	210	NUM
aiti-13689	142	2	-	-	SYM
aiti-13689	142	3	223	223	NUM
aiti-13689	142	4	(	(	PUNCT
aiti-13689	142	5	5	5	NUM
aiti-13689	142	6	)	)	PUNCT
aiti-13689	142	7	position	position	NOUN
aiti-13689	142	8	update	update	NOUN
aiti-13689	142	9	:	:	PUNCT
aiti-13689	142	10	the	the	DET
aiti-13689	142	11	positions	position	NOUN
aiti-13689	142	12	of	of	ADP
aiti-13689	142	13	agents	agent	NOUN
aiti-13689	142	14	,	,	PUNCT
aiti-13689	142	15	which	which	PRON
aiti-13689	142	16	are	be	AUX
aiti-13689	142	17	conceptualized	conceptualize	VERB
aiti-13689	142	18	as	as	ADP
aiti-13689	142	19	duty	duty	NOUN
aiti-13689	142	20	cycles	cycle	NOUN
aiti-13689	142	21	,	,	PUNCT
aiti-13689	142	22	are	be	AUX
aiti-13689	142	23	updated	update	VERB
aiti-13689	142	24	and	and	CCONJ
aiti-13689	142	25	influenced	influence	VERB
aiti-13689	142	26	by	by	ADP
aiti-13689	142	27	both	both	DET
aiti-13689	142	28	the	the	DET
aiti-13689	142	29	calculated	calculated	ADJ
aiti-13689	142	30	gravitational	gravitational	ADJ
aiti-13689	142	31	forces	force	NOUN
aiti-13689	142	32	and	and	CCONJ
aiti-13689	142	33	an	an	DET
aiti-13689	142	34	element	element	NOUN
aiti-13689	142	35	of	of	ADP
aiti-13689	142	36	randomness	randomness	NOUN
aiti-13689	142	37	that	that	PRON
aiti-13689	142	38	includes	include	VERB
aiti-13689	142	39	a	a	DET
aiti-13689	142	40	portion	portion	NOUN
aiti-13689	142	41	of	of	ADP
aiti-13689	142	42	their	their	PRON
aiti-13689	142	43	previous	previous	ADJ
aiti-13689	142	44	velocity	velocity	NOUN
aiti-13689	142	45	.	.	PUNCT
aiti-13689	143	1	(	(	PUNCT
aiti-13689	143	2	1	1	X
aiti-13689	143	3	)	)	PUNCT
aiti-13689	143	4	(	(	PUNCT
aiti-13689	143	5	)	)	PUNCT
aiti-13689	143	6	(	(	PUNCT
aiti-13689	143	7	1)+	1)+	NUM
aiti-13689	143	8	+	+	X
aiti-13689	144	1	=	=	SYM
aiti-13689	145	1	+	+	NUM
aiti-13689	145	2	t	t	PROPN
aiti-13689	145	3	t	t	PROPN
aiti-13689	145	4	t	t	X
aiti-13689	145	5	ij	ij	INTJ
aiti-13689	146	1	i	i	PRON
aiti-13689	146	2	ix	ix	ADV
aiti-13689	146	3	x	x	SYM
aiti-13689	146	4	v	v	NOUN
aiti-13689	146	5	(	(	PUNCT
aiti-13689	146	6	8)	8)	NUM
aiti-13689	146	7	where	where	SCONJ
aiti-13689	146	8	%	%	NOUN
aiti-13689	146	9	�	�	PROPN
aiti-13689	146	10	(	(	PUNCT
aiti-13689	146	11	�	�	PROPN
aiti-13689	146	12	�	�	PROPN
aiti-13689	146	13	�	�	PROPN
aiti-13689	146	14	)	)	PUNCT
aiti-13689	146	15	and	and	CCONJ
aiti-13689	146	16	�	�	PROPN
aiti-13689	146	17	�	�	PROPN
aiti-13689	146	18	(	(	PUNCT
aiti-13689	146	19	�	�	PROPN
aiti-13689	146	20	�	�	PROPN
aiti-13689	146	21	�	�	PROPN
aiti-13689	146	22	)	)	PUNCT
aiti-13689	146	23	is	be	AUX
aiti-13689	146	24	the	the	DET
aiti-13689	146	25	new	new	ADJ
aiti-13689	146	26	position	position	NOUN
aiti-13689	146	27	and	and	CCONJ
aiti-13689	146	28	velocity	velocity	NOUN
aiti-13689	146	29	agent	agent	NOUN
aiti-13689	146	30	�	�	PROPN
aiti-13689	146	31	at	at	ADP
aiti-13689	146	32	time	time	NOUN
aiti-13689	146	33	�	�	PROPN
aiti-13689	146	34	.	.	PUNCT
aiti-13689	147	1	(	(	PUNCT
aiti-13689	147	2	6	6	NUM
aiti-13689	147	3	)	)	PUNCT
aiti-13689	147	4	distance	distance	NOUN
aiti-13689	147	5	function	function	NOUN
aiti-13689	147	6	:	:	PUNCT
aiti-13689	147	7	the	the	DET
aiti-13689	147	8	function	function	NOUN
aiti-13689	147	9	,	,	PUNCT
aiti-13689	147	10	which	which	PRON
aiti-13689	147	11	is	be	AUX
aiti-13689	147	12	essential	essential	ADJ
aiti-13689	147	13	for	for	ADP
aiti-13689	147	14	the	the	DET
aiti-13689	147	15	movement	movement	NOUN
aiti-13689	147	16	dynamics	dynamic	NOUN
aiti-13689	147	17	of	of	ADP
aiti-13689	147	18	the	the	DET
aiti-13689	147	19	algorithm	algorithm	NOUN
aiti-13689	147	20	,	,	PUNCT
aiti-13689	147	21	calculates	calculate	VERB
aiti-13689	147	22	the	the	DET
aiti-13689	147	23	euclidean	euclidean	ADJ
aiti-13689	147	24	distance	distance	NOUN
aiti-13689	147	25	between	between	ADP
aiti-13689	147	26	two	two	NUM
aiti-13689	147	27	agents	agent	NOUN
aiti-13689	147	28	,	,	PUNCT
aiti-13689	147	29	influencing	influence	VERB
aiti-13689	147	30	the	the	DET
aiti-13689	147	31	gravitational	gravitational	ADJ
aiti-13689	147	32	force	force	NOUN
aiti-13689	147	33	calculations	calculation	NOUN
aiti-13689	147	34	.	.	PUNCT
aiti-13689	148	1	(	(	PUNCT
aiti-13689	148	2	7	7	X
aiti-13689	148	3	)	)	PUNCT
aiti-13689	148	4	velocity	velocity	NOUN
aiti-13689	148	5	update	update	NOUN
aiti-13689	148	6	:	:	PUNCT
aiti-13689	148	7	the	the	DET
aiti-13689	148	8	velocities	velocity	NOUN
aiti-13689	148	9	of	of	ADP
aiti-13689	148	10	agents	agent	NOUN
aiti-13689	148	11	are	be	AUX
aiti-13689	148	12	updated	update	VERB
aiti-13689	148	13	by	by	ADP
aiti-13689	148	14	introducing	introduce	VERB
aiti-13689	148	15	variability	variability	NOUN
aiti-13689	148	16	through	through	ADP
aiti-13689	148	17	a	a	DET
aiti-13689	148	18	random	random	ADJ
aiti-13689	148	19	multiplier	multiplier	NOUN
aiti-13689	148	20	,	,	PUNCT
aiti-13689	148	21	combined	combine	VERB
aiti-13689	148	22	with	with	ADP
aiti-13689	148	23	the	the	DET
aiti-13689	148	24	new	new	ADJ
aiti-13689	148	25	acceleration	acceleration	NOUN
aiti-13689	148	26	from	from	ADP
aiti-13689	148	27	the	the	DET
aiti-13689	148	28	gravitational	gravitational	ADJ
aiti-13689	148	29	force	force	NOUN
aiti-13689	148	30	,	,	PUNCT
aiti-13689	148	31	resulting	result	VERB
aiti-13689	148	32	in	in	ADP
aiti-13689	148	33	the	the	DET
aiti-13689	148	34	final	final	ADJ
aiti-13689	148	35	velocity	velocity	NOUN
aiti-13689	148	36	.	.	PUNCT
aiti-13689	149	1	(	(	PUNCT
aiti-13689	149	2	1	1	X
aiti-13689	149	3	)	)	PUNCT
aiti-13689	149	4	(	(	PUNCT
aiti-13689	149	5	)	)	PUNCT
aiti-13689	149	6	(	(	PUNCT
aiti-13689	149	7	)	)	PUNCT
aiti-13689	149	8	(	(	PUNCT
aiti-13689	149	9	)	)	PUNCT
aiti-13689	149	10	(	(	PUNCT
aiti-13689	149	11	)	)	PUNCT
aiti-13689	149	12	.	.	PUNCT
aiti-13689	149	13	.	.	PUNCT
aiti-13689	150	1	+	+	PUNCT
aiti-13689	150	2	=	=	PUNCT
aiti-13689	151	1	+	+	NUM
aiti-13689	152	1	−	−	PROPN
aiti-13689	152	2	t	t	NOUN
aiti-13689	152	3	t	t	PROPN
aiti-13689	152	4	t	t	PROPN
aiti-13689	152	5	t	t	PROPN
aiti-13689	152	6	t	t	X
aiti-13689	152	7	ij	ij	INTJ
aiti-13689	152	8	ij	ij	INTJ
aiti-13689	152	9	ij	ij	INTJ
aiti-13689	152	10	ij	ij	INTJ
aiti-13689	152	11	j	j	PROPN
aiti-13689	152	12	iv	iv	NUM
aiti-13689	152	13	v	v	NUM
aiti-13689	152	14	f	f	PROPN
aiti-13689	152	15	rand	rand	NOUN
aiti-13689	152	16	x	x	SYM
aiti-13689	152	17	x	x	X
aiti-13689	152	18	(	(	PUNCT
aiti-13689	152	19	9	9	NUM
aiti-13689	152	20	)	)	PUNCT
aiti-13689	152	21	where	where	SCONJ
aiti-13689	152	22	�	�	PROPN
aiti-13689	152	23	�	�	PROPN
aiti-13689	152	24	�	�	PROPN
aiti-13689	152	25	(	(	PUNCT
aiti-13689	152	26	�	�	PROPN
aiti-13689	152	27	�	�	PROPN
aiti-13689	152	28	�	�	PROPN
aiti-13689	152	29	)	)	PUNCT
aiti-13689	152	30	is	be	AUX
aiti-13689	152	31	the	the	DET
aiti-13689	152	32	velocity	velocity	NOUN
aiti-13689	152	33	of	of	ADP
aiti-13689	152	34	agent	agent	NOUN
aiti-13689	152	35	�	�	PROPN
aiti-13689	152	36	towards	towards	ADP
aiti-13689	152	37	agent	agent	NOUN
aiti-13689	152	38	�	�	PROPN
aiti-13689	152	39	at	at	ADP
aiti-13689	152	40	time	time	NOUN
aiti-13689	152	41	�	�	PROPN
aiti-13689	152	42	+	+	CCONJ
aiti-13689	152	43	1	1	X
aiti-13689	152	44	.	.	X
aiti-13689	152	45	�	�	PROPN
aiti-13689	152	46	�	�	PROPN
aiti-13689	152	47	�	�	PROPN
aiti-13689	152	48	(	(	PUNCT
aiti-13689	152	49	�	�	PROPN
aiti-13689	152	50	)	)	PUNCT
aiti-13689	152	51	is	be	AUX
aiti-13689	152	52	the	the	DET
aiti-13689	152	53	current	current	ADJ
aiti-13689	152	54	velocity	velocity	NOUN
aiti-13689	152	55	of	of	ADP
aiti-13689	152	56	agent	agent	NOUN
aiti-13689	152	57	�	�	PROPN
aiti-13689	152	58	at	at	ADP
aiti-13689	152	59	time	time	NOUN
aiti-13689	152	60	�	�	PROPN
aiti-13689	152	61	.	.	PUNCT
aiti-13689	153	1	%	%	INTJ
aiti-13689	153	2	�	�	PROPN
aiti-13689	153	3	(	(	PUNCT
aiti-13689	153	4	�	�	PROPN
aiti-13689	153	5	)	)	PUNCT
aiti-13689	153	6	and	and	CCONJ
aiti-13689	153	7	%	%	INTJ
aiti-13689	153	8	�	�	PROPN
aiti-13689	153	9	(	(	PUNCT
aiti-13689	153	10	�	�	PROPN
aiti-13689	153	11	)	)	PUNCT
aiti-13689	153	12	are	be	AUX
aiti-13689	153	13	the	the	DET
aiti-13689	153	14	positions	position	NOUN
aiti-13689	153	15	of	of	ADP
aiti-13689	153	16	agent	agent	NOUN
aiti-13689	153	17	�	�	PROPN
aiti-13689	153	18	and	and	CCONJ
aiti-13689	153	19	�	�	PROPN
aiti-13689	153	20	at	at	ADP
aiti-13689	153	21	time	time	NOUN
aiti-13689	153	22	�	�	PROPN
aiti-13689	153	23	.	.	PUNCT
aiti-13689	154	1	(	(	PUNCT
aiti-13689	154	2	8)	8)	NUM
aiti-13689	154	3	duty	duty	NOUN
aiti-13689	154	4	update	update	NOUN
aiti-13689	154	5	:	:	PUNCT
aiti-13689	154	6	finally	finally	ADV
aiti-13689	154	7	,	,	PUNCT
aiti-13689	154	8	the	the	DET
aiti-13689	154	9	algorithm	algorithm	NOUN
aiti-13689	154	10	ensures	ensure	VERB
aiti-13689	154	11	that	that	SCONJ
aiti-13689	154	12	the	the	DET
aiti-13689	154	13	updated	update	VERB
aiti-13689	154	14	positions	position	NOUN
aiti-13689	154	15	(	(	PUNCT
aiti-13689	154	16	duty	duty	NOUN
aiti-13689	154	17	cycles	cycle	NOUN
aiti-13689	154	18	)	)	PUNCT
aiti-13689	154	19	of	of	ADP
aiti-13689	154	20	agents	agent	NOUN
aiti-13689	154	21	remain	remain	VERB
aiti-13689	154	22	within	within	ADP
aiti-13689	154	23	the	the	DET
aiti-13689	154	24	operational	operational	ADJ
aiti-13689	154	25	bounds	bound	NOUN
aiti-13689	154	26	of	of	ADP
aiti-13689	154	27	the	the	DET
aiti-13689	154	28	system	system	NOUN
aiti-13689	154	29	,	,	PUNCT
aiti-13689	154	30	thereby	thereby	ADV
aiti-13689	154	31	maintaining	maintain	VERB
aiti-13689	154	32	the	the	DET
aiti-13689	154	33	physical	physical	ADJ
aiti-13689	154	34	feasibility	feasibility	NOUN
aiti-13689	154	35	of	of	ADP
aiti-13689	154	36	the	the	DET
aiti-13689	154	37	pv	pv	NOUN
aiti-13689	154	38	system	system	NOUN
aiti-13689	154	39	.	.	PUNCT
aiti-13689	155	1	algorithm-2	algorithm-2	NOUN
aiti-13689	155	2	:	:	PUNCT
aiti-13689	155	3	pseudo	pseudo	NOUN
aiti-13689	155	4	code	code	NOUN
aiti-13689	155	5	of	of	ADP
aiti-13689	155	6	gsa	gsa	PROPN
aiti-13689	155	7	for	for	ADP
aiti-13689	155	8	mppt	mppt	PROPN
aiti-13689	155	9	step-1	step-1	PROPN
aiti-13689	155	10	start	start	VERB
aiti-13689	155	11	step-2	step-2	PRON
aiti-13689	155	12	initialize	initialize	VERB
aiti-13689	155	13	gsa	gsa	PROPN
aiti-13689	155	14	variables	variable	NOUN
aiti-13689	155	15	,	,	PUNCT
aiti-13689	155	16	including	include	VERB
aiti-13689	155	17	dcurrent	dcurrent	NOUN
aiti-13689	155	18	,	,	PUNCT
aiti-13689	155	19	pbest	pb	ADJ
aiti-13689	155	20	,	,	PUNCT
aiti-13689	155	21	force	force	NOUN
aiti-13689	155	22	,	,	PUNCT
aiti-13689	155	23	acceleration	acceleration	NOUN
aiti-13689	155	24	,	,	PUNCT
aiti-13689	155	25	mass	mass	PROPN
aiti-13689	155	26	,	,	PUNCT
aiti-13689	155	27	q	q	X
aiti-13689	155	28	,	,	PUNCT
aiti-13689	155	29	p	p	X
aiti-13689	155	30	,	,	PUNCT
aiti-13689	155	31	p_current	p_current	NOUN
aiti-13689	155	32	,	,	PUNCT
aiti-13689	155	33	p_min	p_min	ADP
aiti-13689	155	34	,	,	PUNCT
aiti-13689	155	35	worse	bad	ADJ
aiti-13689	155	36	,	,	PUNCT
aiti-13689	155	37	dc	dc	PROPN
aiti-13689	155	38	,	,	PUNCT
aiti-13689	155	39	v	v	NOUN
aiti-13689	155	40	,	,	PUNCT
aiti-13689	155	41	and	and	CCONJ
aiti-13689	155	42	gbest	gb	ADJ
aiti-13689	155	43	.	.	PUNCT
aiti-13689	156	1	set	set	VERB
aiti-13689	156	2	dcurrent	dcurrent	NOUN
aiti-13689	156	3	and	and	CCONJ
aiti-13689	156	4	gbest	gbest	VERB
aiti-13689	156	5	to	to	ADP
aiti-13689	156	6	0.5	0.5	NUM
aiti-13689	156	7	,	,	PUNCT
aiti-13689	156	8	and	and	CCONJ
aiti-13689	156	9	initialize	initialize	VERB
aiti-13689	156	10	dc	dc	PROPN
aiti-13689	156	11	randomly	randomly	ADV
aiti-13689	156	12	if	if	SCONJ
aiti-13689	156	13	it	it	PRON
aiti-13689	156	14	’s	’	VERB
aiti-13689	156	15	the	the	DET
aiti-13689	156	16	start	start	NOUN
aiti-13689	156	17	of	of	ADP
aiti-13689	156	18	the	the	DET
aiti-13689	156	19	gsa	gsa	PROPN
aiti-13689	156	20	process	process	NOUN
aiti-13689	156	21	.	.	PUNCT
aiti-13689	157	1	step-3	step-3	NOUN
aiti-13689	157	2	if	if	SCONJ
aiti-13689	157	3	the	the	DET
aiti-13689	157	4	counter	counter	NOUN
aiti-13689	157	5	is	be	AUX
aiti-13689	157	6	within	within	ADP
aiti-13689	157	7	operational	operational	ADJ
aiti-13689	157	8	limits	limit	NOUN
aiti-13689	157	9	(	(	PUNCT
aiti-13689	157	10	less	less	ADJ
aiti-13689	157	11	than	than	ADP
aiti-13689	157	12	3000	3000	NUM
aiti-13689	157	13	)	)	PUNCT
aiti-13689	157	14	,	,	PUNCT
aiti-13689	157	15	proceed	proceed	VERB
aiti-13689	157	16	with	with	ADP
aiti-13689	157	17	the	the	DET
aiti-13689	157	18	current	current	ADJ
aiti-13689	157	19	duty	duty	NOUN
aiti-13689	157	20	cycle	cycle	NOUN
aiti-13689	157	21	step-4	step-4	NUM
aiti-13689	157	22	for	for	ADP
aiti-13689	157	23	each	each	DET
aiti-13689	157	24	particle	particle	NOUN
aiti-13689	157	25	(	(	PUNCT
aiti-13689	157	26	u	u	NOUN
aiti-13689	157	27	=	=	NOUN
aiti-13689	157	28	1	1	NUM
aiti-13689	157	29	to	to	ADP
aiti-13689	157	30	3	3	NUM
aiti-13689	157	31	)	)	PUNCT
aiti-13689	157	32	,	,	PUNCT
aiti-13689	157	33	update	update	NOUN
aiti-13689	157	34	p_current	p_current	NOUN
aiti-13689	157	35	,	,	PUNCT
aiti-13689	157	36	improve	improve	VERB
aiti-13689	157	37	p	p	NOUN
aiti-13689	157	38	and	and	CCONJ
aiti-13689	157	39	pbest	pb	ADJ
aiti-13689	157	40	if	if	SCONJ
aiti-13689	157	41	possible	possible	ADJ
aiti-13689	157	42	,	,	PUNCT
aiti-13689	157	43	and	and	CCONJ
aiti-13689	157	44	adjust	adjust	VERB
aiti-13689	157	45	p_min	p_min	NOUN
aiti-13689	157	46	and	and	CCONJ
aiti-13689	157	47	worse	bad	ADJ
aiti-13689	157	48	if	if	SCONJ
aiti-13689	157	49	necessary	necessary	ADJ
aiti-13689	157	50	.	.	PUNCT
aiti-13689	158	1	step-5	step-5	NUM
aiti-13689	158	2	increment	increment	VERB
aiti-13689	158	3	the	the	DET
aiti-13689	158	4	particle	particle	NOUN
aiti-13689	158	5	index	index	NOUN
aiti-13689	158	6	(	(	PUNCT
aiti-13689	158	7	u	u	NOUN
aiti-13689	158	8	)	)	PUNCT
aiti-13689	158	9	,	,	PUNCT
aiti-13689	158	10	resetting	reset	VERB
aiti-13689	158	11	after	after	ADP
aiti-13689	158	12	cycling	cycle	VERB
aiti-13689	158	13	through	through	ADP
aiti-13689	158	14	all	all	DET
aiti-13689	158	15	particles	particle	NOUN
aiti-13689	158	16	step-6	step-6	NUM
aiti-13689	158	17	if	if	SCONJ
aiti-13689	158	18	within	within	ADP
aiti-13689	158	19	the	the	DET
aiti-13689	158	20	iteration	iteration	NOUN
aiti-13689	158	21	limit	limit	NOUN
aiti-13689	158	22	,	,	PUNCT
aiti-13689	158	23	refine	refine	VERB
aiti-13689	158	24	d	d	NOUN
aiti-13689	158	25	for	for	ADP
aiti-13689	158	26	ongoing	ongoing	ADJ
aiti-13689	158	27	exploration	exploration	NOUN
aiti-13689	158	28	or	or	CCONJ
aiti-13689	158	29	finalize	finalize	VERB
aiti-13689	158	30	it	it	PRON
aiti-13689	158	31	.	.	PUNCT
aiti-13689	159	1	step-7	step-7	NUM
aiti-13689	159	2	calculate	calculate	VERB
aiti-13689	159	3	each	each	DET
aiti-13689	159	4	particle	particle	NOUN
aiti-13689	159	5	’s	’s	PART
aiti-13689	159	6	mass	mass	NOUN
aiti-13689	159	7	(	(	PUNCT
aiti-13689	159	8	q	q	NOUN
aiti-13689	159	9	)	)	PUNCT
aiti-13689	159	10	based	base	VERB
aiti-13689	159	11	on	on	ADP
aiti-13689	159	12	their	their	PRON
aiti-13689	159	13	performance	performance	NOUN
aiti-13689	159	14	relative	relative	ADJ
aiti-13689	159	15	to	to	ADP
aiti-13689	159	16	the	the	DET
aiti-13689	159	17	group	group	NOUN
aiti-13689	159	18	’s	’s	PART
aiti-13689	159	19	best	good	ADJ
aiti-13689	159	20	and	and	CCONJ
aiti-13689	159	21	worst	bad	ADJ
aiti-13689	159	22	,	,	PUNCT
aiti-13689	159	23	affecting	affect	VERB
aiti-13689	159	24	their	their	PRON
aiti-13689	159	25	gravitational	gravitational	ADJ
aiti-13689	159	26	pull	pull	VERB
aiti-13689	159	27	step-8	step-8	NUM
aiti-13689	159	28	determine	determine	VERB
aiti-13689	159	29	the	the	DET
aiti-13689	159	30	total	total	ADJ
aiti-13689	159	31	strength	strength	NOUN
aiti-13689	159	32	of	of	ADP
aiti-13689	159	33	mass	mass	ADJ
aiti-13689	159	34	and	and	CCONJ
aiti-13689	159	35	individual	individual	ADJ
aiti-13689	159	36	masses	masse	NOUN
aiti-13689	159	37	,	,	PUNCT
aiti-13689	159	38	informing	inform	VERB
aiti-13689	159	39	the	the	DET
aiti-13689	159	40	force	force	NOUN
aiti-13689	159	41	calculation	calculation	NOUN
aiti-13689	159	42	step-9	step-9	NUM
aiti-13689	159	43	adjust	adjust	VERB
aiti-13689	159	44	the	the	DET
aiti-13689	159	45	gravitational	gravitational	ADJ
aiti-13689	159	46	constant	constant	ADJ
aiti-13689	159	47	over	over	ADP
aiti-13689	159	48	iterations	iteration	NOUN
aiti-13689	159	49	to	to	PART
aiti-13689	159	50	ensure	ensure	VERB
aiti-13689	159	51	convergence	convergence	NOUN
aiti-13689	159	52	,	,	PUNCT
aiti-13689	159	53	calculate	calculate	NOUN
aiti-13689	159	54	forces	force	NOUN
aiti-13689	159	55	incorporating	incorporate	VERB
aiti-13689	159	56	stochastic	stochastic	ADJ
aiti-13689	159	57	elements	element	NOUN
aiti-13689	159	58	for	for	ADP
aiti-13689	159	59	robust	robust	ADJ
aiti-13689	159	60	search	search	NOUN
aiti-13689	159	61	behavior	behavior	NOUN
aiti-13689	159	62	step-10	step-10	PROPN
aiti-13689	159	63	update	update	NOUN
aiti-13689	159	64	acceleration	acceleration	NOUN
aiti-13689	159	65	based	base	VERB
aiti-13689	159	66	on	on	ADP
aiti-13689	159	67	calculated	calculate	VERB
aiti-13689	159	68	forces	force	NOUN
aiti-13689	159	69	proportionate	proportionate	ADJ
aiti-13689	159	70	to	to	ADP
aiti-13689	159	71	the	the	DET
aiti-13689	159	72	mass	mass	PROPN
aiti-13689	159	73	step-11	step-11	PROPN
aiti-13689	159	74	for	for	ADP
aiti-13689	159	75	each	each	DET
aiti-13689	159	76	particle	particle	NOUN
aiti-13689	159	77	,	,	PUNCT
aiti-13689	159	78	update	update	NOUN
aiti-13689	159	79	velocity	velocity	NOUN
aiti-13689	159	80	and	and	CCONJ
aiti-13689	159	81	subsequently	subsequently	ADV
aiti-13689	159	82	,	,	PUNCT
aiti-13689	159	83	the	the	DET
aiti-13689	159	84	duty	duty	NOUN
aiti-13689	159	85	cycle	cycle	NOUN
aiti-13689	159	86	(	(	PUNCT
aiti-13689	159	87	dc	dc	PROPN
aiti-13689	159	88	)	)	PUNCT
aiti-13689	159	89	ensuring	ensure	VERB
aiti-13689	159	90	exploration	exploration	NOUN
aiti-13689	159	91	guided	guide	VERB
aiti-13689	159	92	by	by	ADP
aiti-13689	159	93	gravitational	gravitational	ADJ
aiti-13689	159	94	forces	force	NOUN
aiti-13689	159	95	step-12	step-12	PROPN
aiti-13689	159	96	if	if	SCONJ
aiti-13689	159	97	the	the	DET
aiti-13689	159	98	final	final	ADJ
aiti-13689	159	99	iteration	iteration	NOUN
aiti-13689	159	100	is	be	AUX
aiti-13689	159	101	reached	reach	VERB
aiti-13689	159	102	,	,	PUNCT
aiti-13689	159	103	solidify	solidify	VERB
aiti-13689	159	104	the	the	DET
aiti-13689	159	105	duty	duty	NOUN
aiti-13689	159	106	cycle	cycle	NOUN
aiti-13689	159	107	(	(	PUNCT
aiti-13689	159	108	d	d	NOUN
aiti-13689	159	109	)	)	PUNCT
aiti-13689	159	110	to	to	PART
aiti-13689	159	111	prevent	prevent	VERB
aiti-13689	159	112	further	further	ADJ
aiti-13689	159	113	adjustments	adjustment	NOUN
aiti-13689	159	114	step-13	step-13	PROPN
aiti-13689	159	115	conclude	conclude	VERB
aiti-13689	159	116	the	the	DET
aiti-13689	159	117	process	process	NOUN
aiti-13689	159	118	once	once	ADV
aiti-13689	159	119	the	the	DET
aiti-13689	159	120	maximum	maximum	ADJ
aiti-13689	159	121	iterations	iteration	NOUN
aiti-13689	159	122	are	be	AUX
aiti-13689	159	123	reached	reach	VERB
aiti-13689	159	124	or	or	CCONJ
aiti-13689	159	125	the	the	DET
aiti-13689	159	126	algorithm	algorithm	NOUN
aiti-13689	159	127	converges	converge	VERB
aiti-13689	159	128	on	on	ADP
aiti-13689	159	129	a	a	DET
aiti-13689	159	130	solution	solution	NOUN
aiti-13689	159	131	,	,	PUNCT
aiti-13689	159	132	outputting	output	VERB
aiti-13689	159	133	the	the	DET
aiti-13689	159	134	optimal	optimal	ADJ
aiti-13689	159	135	duty	duty	NOUN
aiti-13689	159	136	cycle	cycle	NOUN
aiti-13689	159	137	(	(	PUNCT
aiti-13689	159	138	d	d	NOUN
aiti-13689	159	139	)	)	PUNCT
aiti-13689	159	140	step-14	step-14	PROPN
aiti-13689	159	141	end	end	NOUN
aiti-13689	159	142	5	5	NUM
aiti-13689	159	143	.	.	PUNCT
aiti-13689	159	144	hpso	hpso	NOUN
aiti-13689	159	145	-	-	PUNCT
aiti-13689	159	146	gsa	gsa	PROPN
aiti-13689	159	147	algorithm	algorithm	PROPN
aiti-13689	159	148	the	the	DET
aiti-13689	159	149	hpso	hpso	NOUN
aiti-13689	159	150	-	-	PUNCT
aiti-13689	159	151	gsa	gsa	PROPN
aiti-13689	159	152	algorithm	algorithm	NOUN
aiti-13689	159	153	is	be	AUX
aiti-13689	159	154	a	a	DET
aiti-13689	159	155	novel	novel	ADJ
aiti-13689	159	156	approach	approach	NOUN
aiti-13689	159	157	that	that	PRON
aiti-13689	159	158	synergistically	synergistically	ADV
aiti-13689	159	159	combines	combine	VERB
aiti-13689	159	160	the	the	DET
aiti-13689	159	161	principles	principle	NOUN
aiti-13689	159	162	of	of	ADP
aiti-13689	159	163	pso	pso	NOUN
aiti-13689	159	164	and	and	CCONJ
aiti-13689	159	165	gsa	gsa	PROPN
aiti-13689	159	166	for	for	ADP
aiti-13689	159	167	optimizing	optimize	VERB
aiti-13689	159	168	the	the	DET
aiti-13689	159	169	duty	duty	NOUN
aiti-13689	159	170	cycle	cycle	NOUN
aiti-13689	159	171	of	of	ADP
aiti-13689	159	172	solar	solar	ADJ
aiti-13689	159	173	pv	pv	NOUN
aiti-13689	159	174	systems	system	NOUN
aiti-13689	159	175	.	.	PUNCT
aiti-13689	160	1	this	this	DET
aiti-13689	160	2	hybrid	hybrid	ADJ
aiti-13689	160	3	metaheuristic	metaheuristic	ADJ
aiti-13689	160	4	technique	technique	NOUN
aiti-13689	160	5	aims	aim	VERB
aiti-13689	160	6	to	to	PART
aiti-13689	160	7	leverage	leverage	VERB
aiti-13689	160	8	the	the	DET
aiti-13689	160	9	complementary	complementary	ADJ
aiti-13689	160	10	strengths	strength	NOUN
aiti-13689	160	11	of	of	ADP
aiti-13689	160	12	both	both	DET
aiti-13689	160	13	algorithms	algorithm	NOUN
aiti-13689	160	14	,	,	PUNCT
aiti-13689	160	15	balancing	balance	VERB
aiti-13689	160	16	the	the	DET
aiti-13689	160	17	exploration	exploration	NOUN
aiti-13689	160	18	capabilities	capability	NOUN
aiti-13689	160	19	of	of	ADP
aiti-13689	160	20	pso	pso	NOUN
aiti-13689	160	21	with	with	ADP
aiti-13689	160	22	the	the	DET
aiti-13689	160	23	exploitation	exploitation	NOUN
aiti-13689	160	24	strengths	strength	NOUN
aiti-13689	160	25	of	of	ADP
aiti-13689	160	26	gsa	gsa	PROPN
aiti-13689	160	27	,	,	PUNCT
aiti-13689	160	28	to	to	PART
aiti-13689	160	29	efficiently	efficiently	ADV
aiti-13689	160	30	navigate	navigate	VERB
aiti-13689	160	31	the	the	DET
aiti-13689	160	32	search	search	NOUN
aiti-13689	160	33	space	space	NOUN
aiti-13689	160	34	and	and	CCONJ
aiti-13689	160	35	converge	converge	VERB
aiti-13689	160	36	towards	towards	ADP
aiti-13689	160	37	optimal	optimal	ADJ
aiti-13689	160	38	duty	duty	NOUN
aiti-13689	160	39	cycle	cycle	NOUN
aiti-13689	160	40	values	value	NOUN
aiti-13689	160	41	that	that	PRON
aiti-13689	160	42	maximize	maximize	VERB
aiti-13689	160	43	the	the	DET
aiti-13689	160	44	power	power	NOUN
aiti-13689	160	45	output	output	NOUN
aiti-13689	160	46	of	of	ADP
aiti-13689	160	47	the	the	DET
aiti-13689	160	48	pv	pv	NOUN
aiti-13689	160	49	system	system	NOUN
aiti-13689	160	50	.	.	PUNCT
aiti-13689	161	1	advances	advance	NOUN
aiti-13689	161	2	in	in	ADP
aiti-13689	161	3	technology	technology	NOUN
aiti-13689	161	4	innovation	innovation	NOUN
aiti-13689	161	5	,	,	PUNCT
aiti-13689	161	6	vol	vol	NOUN
aiti-13689	161	7	.	.	PROPN
aiti-13689	162	1	9	9	NUM
aiti-13689	162	2	,	,	PUNCT
aiti-13689	162	3	no	no	INTJ
aiti-13689	162	4	.	.	NOUN
aiti-13689	162	5	3	3	NUM
aiti-13689	162	6	,	,	PUNCT
aiti-13689	162	7	2024	2024	NUM
aiti-13689	162	8	,	,	PUNCT
aiti-13689	162	9	pp	pp	ADJ
aiti-13689	162	10	.	.	PUNCT
aiti-13689	163	1	210	210	NUM
aiti-13689	163	2	-	-	SYM
aiti-13689	163	3	223	223	NUM
aiti-13689	163	4	217	217	NUM
aiti-13689	163	5	the	the	DET
aiti-13689	163	6	objective	objective	ADJ
aiti-13689	163	7	function	function	NOUN
aiti-13689	163	8	for	for	ADP
aiti-13689	163	9	an	an	DET
aiti-13689	163	10	optimization	optimization	NOUN
aiti-13689	163	11	algorithm	algorithm	NOUN
aiti-13689	163	12	in	in	ADP
aiti-13689	163	13	pv	pv	PROPN
aiti-13689	163	14	systems	system	NOUN
aiti-13689	163	15	aims	aim	VERB
aiti-13689	163	16	to	to	PART
aiti-13689	163	17	maximize	maximize	VERB
aiti-13689	163	18	the	the	DET
aiti-13689	163	19	power	power	NOUN
aiti-13689	163	20	output	output	NOUN
aiti-13689	163	21	or	or	CCONJ
aiti-13689	163	22	,	,	PUNCT
aiti-13689	163	23	equivalently	equivalently	ADV
aiti-13689	163	24	,	,	PUNCT
aiti-13689	163	25	to	to	PART
aiti-13689	163	26	minimize	minimize	VERB
aiti-13689	163	27	the	the	DET
aiti-13689	163	28	negative	negative	ADJ
aiti-13689	163	29	power	power	NOUN
aiti-13689	163	30	output	output	NOUN
aiti-13689	163	31	.	.	PUNCT
aiti-13689	164	1	for	for	ADP
aiti-13689	164	2	the	the	DET
aiti-13689	164	3	given	give	VERB
aiti-13689	164	4	hpso	hpso	NOUN
aiti-13689	164	5	-	-	PUNCT
aiti-13689	164	6	gsa	gsa	PROPN
aiti-13689	164	7	approach	approach	NOUN
aiti-13689	164	8	,	,	PUNCT
aiti-13689	164	9	an	an	DET
aiti-13689	164	10	appropriate	appropriate	ADJ
aiti-13689	164	11	objective	objective	ADJ
aiti-13689	164	12	function	function	NOUN
aiti-13689	164	13	would	would	AUX
aiti-13689	164	14	be	be	AUX
aiti-13689	164	15	:	:	PUNCT
aiti-13689	164	16	→	→	SYM
aiti-13689	164	17	=	=	SYM
aiti-13689	164	18	×	×	NOUN
aiti-13689	164	19	pv	pv	INTJ
aiti-13689	164	20	pv	pv	INTJ
aiti-13689	164	21	maximize	maximize	VERB
aiti-13689	164	22	p	p	NOUN
aiti-13689	164	23	v	v	X
aiti-13689	164	24	i	i	PRON
aiti-13689	164	25	(	(	PUNCT
aiti-13689	164	26	10	10	NUM
aiti-13689	164	27	)	)	PUNCT
aiti-13689	164	28	where	where	SCONJ
aiti-13689	164	29	p	p	NOUN
aiti-13689	164	30	is	be	AUX
aiti-13689	164	31	the	the	DET
aiti-13689	164	32	power	power	NOUN
aiti-13689	164	33	output	output	NOUN
aiti-13689	164	34	of	of	ADP
aiti-13689	164	35	the	the	DET
aiti-13689	164	36	pv	pv	NOUN
aiti-13689	164	37	system	system	NOUN
aiti-13689	164	38	,	,	PUNCT
aiti-13689	164	39	vpv	vpv	PROPN
aiti-13689	164	40	is	be	AUX
aiti-13689	164	41	the	the	DET
aiti-13689	164	42	voltage	voltage	NOUN
aiti-13689	164	43	,	,	PUNCT
aiti-13689	164	44	and	and	CCONJ
aiti-13689	164	45	ipv	ipv	PROPN
aiti-13689	164	46	is	be	AUX
aiti-13689	164	47	the	the	DET
aiti-13689	164	48	current	current	NOUN
aiti-13689	164	49	.	.	PUNCT
aiti-13689	165	1	the	the	DET
aiti-13689	165	2	algorithm	algorithm	NOUN
aiti-13689	165	3	seeks	seek	VERB
aiti-13689	165	4	to	to	PART
aiti-13689	165	5	adjust	adjust	VERB
aiti-13689	165	6	the	the	DET
aiti-13689	165	7	duty	duty	NOUN
aiti-13689	165	8	cycle	cycle	NOUN
aiti-13689	165	9	(	(	PUNCT
aiti-13689	165	10	d	d	NOUN
aiti-13689	165	11	)	)	PUNCT
aiti-13689	165	12	to	to	PART
aiti-13689	165	13	find	find	VERB
aiti-13689	165	14	the	the	DET
aiti-13689	165	15	mpp	mpp	NOUN
aiti-13689	165	16	.	.	PUNCT
aiti-13689	166	1	upon	upon	SCONJ
aiti-13689	166	2	initiating	initiate	VERB
aiti-13689	166	3	the	the	DET
aiti-13689	166	4	hpso	hpso	NOUN
aiti-13689	166	5	-	-	PUNCT
aiti-13689	166	6	gsa	gsa	PROPN
aiti-13689	166	7	function	function	NOUN
aiti-13689	166	8	,	,	PUNCT
aiti-13689	166	9	the	the	DET
aiti-13689	166	10	algorithm	algorithm	NOUN
aiti-13689	166	11	checks	check	VERB
aiti-13689	166	12	for	for	ADP
aiti-13689	166	13	the	the	DET
aiti-13689	166	14	existence	existence	NOUN
aiti-13689	166	15	of	of	ADP
aiti-13689	166	16	‘	'	PUNCT
aiti-13689	166	17	globalbest	globalbest	NOUN
aiti-13689	166	18	’	'	PUNCT
aiti-13689	166	19	as	as	ADP
aiti-13689	166	20	a	a	DET
aiti-13689	166	21	marker	marker	NOUN
aiti-13689	166	22	indicating	indicate	VERB
aiti-13689	166	23	whether	whether	SCONJ
aiti-13689	166	24	the	the	DET
aiti-13689	166	25	algorithm	algorithm	NOUN
aiti-13689	166	26	has	have	AUX
aiti-13689	166	27	run	run	VERB
aiti-13689	166	28	before	before	ADV
aiti-13689	166	29	.	.	PUNCT
aiti-13689	167	1	if	if	SCONJ
aiti-13689	167	2	absent	absent	ADJ
aiti-13689	167	3	,	,	PUNCT
aiti-13689	167	4	the	the	DET
aiti-13689	167	5	algorithm	algorithm	NOUN
aiti-13689	167	6	initializes	initialize	VERB
aiti-13689	167	7	the	the	DET
aiti-13689	167	8	parameters	parameter	NOUN
aiti-13689	167	9	for	for	ADP
aiti-13689	167	10	pso	pso	NOUN
aiti-13689	167	11	,	,	PUNCT
aiti-13689	167	12	such	such	ADJ
aiti-13689	167	13	as	as	ADP
aiti-13689	167	14	the	the	DET
aiti-13689	167	15	particles	particle	NOUN
aiti-13689	167	16	’	'	PUNCT
aiti-13689	167	17	duty	duty	NOUN
aiti-13689	167	18	cycles	cycle	NOUN
aiti-13689	167	19	‘	'	PUNCT
aiti-13689	167	20	dc	dc	X
aiti-13689	167	21	’	'	PUNCT
aiti-13689	167	22	,	,	PUNCT
aiti-13689	167	23	personal	personal	ADJ
aiti-13689	167	24	bests	best	NOUN
aiti-13689	167	25	‘	'	PUNCT
aiti-13689	167	26	localbest	localb	ADJ
aiti-13689	167	27	’	'	PUNCT
aiti-13689	167	28	,	,	PUNCT
aiti-13689	167	29	velocities	velocity	NOUN
aiti-13689	167	30	‘	'	PUNCT
aiti-13689	167	31	v	v	NOUN
aiti-13689	167	32	’	'	PUNCT
aiti-13689	167	33	,	,	PUNCT
aiti-13689	167	34	and	and	CCONJ
aiti-13689	167	35	the	the	DET
aiti-13689	167	36	global	global	ADJ
aiti-13689	167	37	best	good	ADJ
aiti-13689	167	38	condition	condition	NOUN
aiti-13689	167	39	‘	'	PUNCT
aiti-13689	167	40	globalbest	globalb	ADJ
aiti-13689	167	41	’	'	PUNCT
aiti-13689	167	42	.	.	PUNCT
aiti-13689	168	1	duty	duty	NOUN
aiti-13689	168	2	cycles	cycle	NOUN
aiti-13689	168	3	,	,	PUNCT
aiti-13689	168	4	which	which	PRON
aiti-13689	168	5	determine	determine	VERB
aiti-13689	168	6	the	the	DET
aiti-13689	168	7	operating	operate	VERB
aiti-13689	168	8	state	state	NOUN
aiti-13689	168	9	of	of	ADP
aiti-13689	168	10	the	the	DET
aiti-13689	168	11	power	power	NOUN
aiti-13689	168	12	converter	converter	NOUN
aiti-13689	168	13	in	in	ADP
aiti-13689	168	14	the	the	DET
aiti-13689	168	15	pv	pv	NOUN
aiti-13689	168	16	system	system	NOUN
aiti-13689	168	17	,	,	PUNCT
aiti-13689	168	18	are	be	AUX
aiti-13689	168	19	initialized	initialize	VERB
aiti-13689	168	20	with	with	ADP
aiti-13689	168	21	random	random	ADJ
aiti-13689	168	22	values	value	NOUN
aiti-13689	168	23	within	within	ADP
aiti-13689	168	24	specified	specified	ADJ
aiti-13689	168	25	ranges	range	NOUN
aiti-13689	168	26	.	.	PUNCT
aiti-13689	169	1	this	this	DET
aiti-13689	169	2	randomness	randomness	NOUN
aiti-13689	169	3	is	be	AUX
aiti-13689	169	4	essential	essential	ADJ
aiti-13689	169	5	for	for	ADP
aiti-13689	169	6	the	the	DET
aiti-13689	169	7	broad	broad	ADJ
aiti-13689	169	8	search	search	NOUN
aiti-13689	169	9	capabilities	capability	NOUN
aiti-13689	169	10	of	of	ADP
aiti-13689	169	11	the	the	DET
aiti-13689	169	12	algorithm	algorithm	NOUN
aiti-13689	169	13	.	.	PUNCT
aiti-13689	170	1	the	the	DET
aiti-13689	170	2	core	core	NOUN
aiti-13689	170	3	of	of	ADP
aiti-13689	170	4	the	the	DET
aiti-13689	170	5	algorithm	algorithm	NOUN
aiti-13689	170	6	revolves	revolve	VERB
aiti-13689	170	7	around	around	ADP
aiti-13689	170	8	two	two	NUM
aiti-13689	170	9	key	key	ADJ
aiti-13689	170	10	equations	equation	NOUN
aiti-13689	170	11	.	.	PUNCT
aiti-13689	171	1	first	first	ADV
aiti-13689	171	2	,	,	PUNCT
aiti-13689	171	3	in	in	ADP
aiti-13689	171	4	the	the	DET
aiti-13689	171	5	pso	pso	NOUN
aiti-13689	171	6	component	component	NOUN
aiti-13689	171	7	,	,	PUNCT
aiti-13689	171	8	the	the	DET
aiti-13689	171	9	velocity	velocity	NOUN
aiti-13689	171	10	of	of	ADP
aiti-13689	171	11	each	each	DET
aiti-13689	171	12	particle	particle	NOUN
aiti-13689	171	13	is	be	AUX
aiti-13689	171	14	updated	update	VERB
aiti-13689	171	15	using	use	VERB
aiti-13689	171	16	the	the	DET
aiti-13689	171	17	formula	formula	NOUN
aiti-13689	171	18	:	:	PUNCT
aiti-13689	171	19	(	(	PUNCT
aiti-13689	171	20	)	)	PUNCT
aiti-13689	171	21	(	(	PUNCT
aiti-13689	171	22	)	)	PUNCT
aiti-13689	171	23	1	1	NUM
aiti-13689	171	24	2	2	NUM
aiti-13689	171	25	.	.	PUNCT
aiti-13689	171	26	.	.	PUNCT
aiti-13689	172	1	(	(	PUNCT
aiti-13689	172	2	)	)	PUNCT
aiti-13689	172	3	.	.	PUNCT
aiti-13689	172	4	.	.	PUNCT
aiti-13689	173	1	(	(	PUNCT
aiti-13689	173	2	)	)	PUNCT
aiti-13689	173	3	.=	.=	NOUN
aiti-13689	174	1	+	+	CCONJ
aiti-13689	174	2	−	−	PROPN
aiti-13689	175	1	+	+	CCONJ
aiti-13689	175	2	−finalv	−finalv	PROPN
aiti-13689	176	1	w	w	NOUN
aiti-13689	176	2	v	v	NOUN
aiti-13689	176	3	c	c	NOUN
aiti-13689	176	4	rand	rand	NOUN
aiti-13689	176	5	pbest	pb	ADJ
aiti-13689	176	6	d	d	X
aiti-13689	176	7	c	c	NOUN
aiti-13689	176	8	rand	rand	NOUN
aiti-13689	176	9	gbest	gbest	NOUN
aiti-13689	176	10	d	d	X
aiti-13689	176	11	(	(	PUNCT
aiti-13689	176	12	11	11	NUM
aiti-13689	176	13	)	)	PUNCT
aiti-13689	176	14	where	where	SCONJ
aiti-13689	176	15	,	,	PUNCT
aiti-13689	176	16	w	w	PROPN
aiti-13689	176	17	is	be	AUX
aiti-13689	176	18	the	the	DET
aiti-13689	176	19	inertia	inertia	NOUN
aiti-13689	176	20	weight	weight	NOUN
aiti-13689	176	21	,	,	PUNCT
aiti-13689	176	22	c1	c1	PROPN
aiti-13689	176	23	and	and	CCONJ
aiti-13689	176	24	c2	c2	PROPN
aiti-13689	176	25	are	be	AUX
aiti-13689	176	26	the	the	DET
aiti-13689	176	27	cognitive	cognitive	ADJ
aiti-13689	176	28	and	and	CCONJ
aiti-13689	176	29	social	social	ADJ
aiti-13689	176	30	coefficients	coefficient	NOUN
aiti-13689	176	31	,	,	PUNCT
aiti-13689	176	32	respectively	respectively	ADV
aiti-13689	176	33	,	,	PUNCT
aiti-13689	176	34	�	�	PROPN
aiti-13689	176	35	#	#	SYM
aiti-13689	176	36	�	�	NOUN
aiti-13689	176	37	$	$	SYM
aiti-13689	176	38	(	(	PUNCT
aiti-13689	176	39	)	)	PUNCT
aiti-13689	176	40	is	be	AUX
aiti-13689	176	41	a	a	DET
aiti-13689	176	42	random	random	ADJ
aiti-13689	176	43	number	number	NOUN
aiti-13689	176	44	between	between	ADP
aiti-13689	176	45	0	0	NUM
aiti-13689	176	46	and	and	CCONJ
aiti-13689	176	47	1	1	NUM
aiti-13689	176	48	,	,	PUNCT
aiti-13689	176	49	pbest	pbest	NOUN
aiti-13689	176	50	is	be	AUX
aiti-13689	176	51	the	the	DET
aiti-13689	176	52	personal	personal	ADJ
aiti-13689	176	53	best	good	ADJ
aiti-13689	176	54	position	position	NOUN
aiti-13689	176	55	,	,	PUNCT
aiti-13689	176	56	gbest	gb	ADJ
aiti-13689	176	57	is	be	AUX
aiti-13689	176	58	the	the	DET
aiti-13689	176	59	global	global	ADJ
aiti-13689	176	60	best	good	ADJ
aiti-13689	176	61	position	position	NOUN
aiti-13689	176	62	,	,	PUNCT
aiti-13689	176	63	and	and	CCONJ
aiti-13689	176	64	d	d	NOUN
aiti-13689	176	65	is	be	AUX
aiti-13689	176	66	the	the	DET
aiti-13689	176	67	current	current	ADJ
aiti-13689	176	68	position	position	NOUN
aiti-13689	176	69	.	.	PUNCT
aiti-13689	177	1	this	this	DET
aiti-13689	177	2	equation	equation	NOUN
aiti-13689	177	3	ensures	ensure	VERB
aiti-13689	177	4	each	each	DET
aiti-13689	177	5	particle	particle	NOUN
aiti-13689	177	6	is	be	AUX
aiti-13689	177	7	influenced	influence	VERB
aiti-13689	177	8	by	by	ADP
aiti-13689	177	9	its	its	PRON
aiti-13689	177	10	own	own	ADJ
aiti-13689	177	11	best	good	ADJ
aiti-13689	177	12	position	position	NOUN
aiti-13689	177	13	and	and	CCONJ
aiti-13689	177	14	that	that	PRON
aiti-13689	177	15	of	of	ADP
aiti-13689	177	16	the	the	DET
aiti-13689	177	17	swarm	swarm	NOUN
aiti-13689	177	18	.	.	PUNCT
aiti-13689	178	1	second	second	ADJ
aiti-13689	178	2	,	,	PUNCT
aiti-13689	178	3	the	the	DET
aiti-13689	178	4	gsa	gsa	PROPN
aiti-13689	178	5	part	part	NOUN
aiti-13689	178	6	calculates	calculate	VERB
aiti-13689	178	7	the	the	DET
aiti-13689	178	8	force	force	NOUN
aiti-13689	178	9	exerted	exert	VERB
aiti-13689	178	10	on	on	ADP
aiti-13689	178	11	each	each	DET
aiti-13689	178	12	mass	mass	NOUN
aiti-13689	178	13	(	(	PUNCT
aiti-13689	178	14	particle	particle	NOUN
aiti-13689	178	15	)	)	PUNCT
aiti-13689	178	16	,	,	PUNCT
aiti-13689	178	17	simulating	simulate	VERB
aiti-13689	178	18	a	a	DET
aiti-13689	178	19	gravitational	gravitational	ADJ
aiti-13689	178	20	attraction	attraction	NOUN
aiti-13689	178	21	.	.	PUNCT
aiti-13689	179	1	the	the	DET
aiti-13689	179	2	force	force	NOUN
aiti-13689	179	3	is	be	AUX
aiti-13689	179	4	given	give	VERB
aiti-13689	179	5	by	by	ADP
aiti-13689	179	6	:	:	PUNCT
aiti-13689	179	7	.	.	PUNCT
aiti-13689	179	8	.	.	PUNCT
aiti-13689	179	9	.	.	PUNCT
aiti-13689	180	1	(	(	PUNCT
aiti-13689	180	2	)	)	PUNCT
aiti-13689	180	3	=	=	SYM
aiti-13689	181	1	+	+	CCONJ
aiti-13689	181	2	i	i	PRON
aiti-13689	181	3	j	j	PROPN
aiti-13689	181	4	m	m	VERB
aiti-13689	181	5	m	m	VERB
aiti-13689	181	6	f	f	NOUN
aiti-13689	181	7	g	g	NOUN
aiti-13689	181	8	rand	rand	NOUN
aiti-13689	181	9	distance	distance	NOUN
aiti-13689	181	10	e	e	NOUN
aiti-13689	181	11	(	(	PUNCT
aiti-13689	181	12	12	12	NUM
aiti-13689	181	13	)	)	PUNCT
aiti-13689	181	14	where	where	SCONJ
aiti-13689	181	15	g	g	PROPN
aiti-13689	181	16	is	be	AUX
aiti-13689	181	17	the	the	DET
aiti-13689	181	18	gravitational	gravitational	ADJ
aiti-13689	181	19	constant	constant	ADJ
aiti-13689	181	20	,	,	PUNCT
aiti-13689	181	21	&	&	CCONJ
aiti-13689	181	22	�	�	PROPN
aiti-13689	181	23	and	and	CCONJ
aiti-13689	181	24	&	&	CCONJ
aiti-13689	181	25	�	�	PROPN
aiti-13689	181	26	are	be	AUX
aiti-13689	181	27	the	the	DET
aiti-13689	181	28	active	active	ADJ
aiti-13689	181	29	and	and	CCONJ
aiti-13689	181	30	passive	passive	ADJ
aiti-13689	181	31	masses	masse	NOUN
aiti-13689	181	32	,	,	PUNCT
aiti-13689	181	33	distance	distance	NOUN
aiti-13689	181	34	is	be	AUX
aiti-13689	181	35	the	the	DET
aiti-13689	181	36	euclidean	euclidean	ADJ
aiti-13689	181	37	distance	distance	NOUN
aiti-13689	181	38	between	between	ADP
aiti-13689	181	39	two	two	NUM
aiti-13689	181	40	particles	particle	NOUN
aiti-13689	181	41	,	,	PUNCT
aiti-13689	181	42	e	e	X
aiti-13689	181	43	is	be	AUX
aiti-13689	181	44	a	a	DET
aiti-13689	181	45	small	small	ADJ
aiti-13689	181	46	constant	constant	NOUN
aiti-13689	181	47	to	to	PART
aiti-13689	181	48	prevent	prevent	VERB
aiti-13689	181	49	division	division	NOUN
aiti-13689	181	50	by	by	ADP
aiti-13689	181	51	zero	zero	NUM
aiti-13689	181	52	,	,	PUNCT
aiti-13689	181	53	and	and	CCONJ
aiti-13689	181	54	�	�	PROPN
aiti-13689	181	55	#	#	SYM
aiti-13689	181	56	�	�	NOUN
aiti-13689	181	57	$	$	SYM
aiti-13689	181	58	(	(	PUNCT
aiti-13689	181	59	)	)	PUNCT
aiti-13689	181	60	introduces	introduce	VERB
aiti-13689	181	61	a	a	DET
aiti-13689	181	62	stochastic	stochastic	ADJ
aiti-13689	181	63	element	element	NOUN
aiti-13689	181	64	.	.	PUNCT
aiti-13689	182	1	subsequently	subsequently	ADV
aiti-13689	182	2	,	,	PUNCT
aiti-13689	182	3	the	the	DET
aiti-13689	182	4	force	force	NOUN
aiti-13689	182	5	determines	determine	VERB
aiti-13689	182	6	the	the	DET
aiti-13689	182	7	acceleration	acceleration	NOUN
aiti-13689	182	8	and	and	CCONJ
aiti-13689	182	9	,	,	PUNCT
aiti-13689	182	10	ultimately	ultimately	ADV
aiti-13689	182	11	,	,	PUNCT
aiti-13689	182	12	the	the	DET
aiti-13689	182	13	updated	update	VERB
aiti-13689	182	14	velocity	velocity	NOUN
aiti-13689	182	15	of	of	ADP
aiti-13689	182	16	the	the	DET
aiti-13689	182	17	particle	particle	NOUN
aiti-13689	182	18	.	.	PUNCT
aiti-13689	183	1	by	by	ADP
aiti-13689	183	2	alternating	alternate	VERB
aiti-13689	183	3	between	between	ADP
aiti-13689	183	4	these	these	DET
aiti-13689	183	5	two	two	NUM
aiti-13689	183	6	mechanisms	mechanism	NOUN
aiti-13689	183	7	,	,	PUNCT
aiti-13689	183	8	the	the	DET
aiti-13689	183	9	algorithm	algorithm	NOUN
aiti-13689	183	10	adeptly	adeptly	ADV
aiti-13689	183	11	balances	balance	VERB
aiti-13689	183	12	exploration	exploration	NOUN
aiti-13689	183	13	and	and	CCONJ
aiti-13689	183	14	exploitation	exploitation	NOUN
aiti-13689	183	15	.	.	PUNCT
aiti-13689	184	1	furthermore	furthermore	ADV
aiti-13689	184	2	,	,	PUNCT
aiti-13689	184	3	the	the	DET
aiti-13689	184	4	algorithm	algorithm	NOUN
aiti-13689	184	5	continuously	continuously	ADV
aiti-13689	184	6	updates	update	VERB
aiti-13689	184	7	the	the	DET
aiti-13689	184	8	positions	position	NOUN
aiti-13689	184	9	of	of	ADP
aiti-13689	184	10	particles	particle	NOUN
aiti-13689	184	11	,	,	PUNCT
aiti-13689	184	12	i.e.	i.e.	X
aiti-13689	184	13	,	,	PUNCT
aiti-13689	184	14	the	the	DET
aiti-13689	184	15	different	different	ADJ
aiti-13689	184	16	duty	duty	NOUN
aiti-13689	184	17	cycle	cycle	NOUN
aiti-13689	184	18	values	value	NOUN
aiti-13689	184	19	,	,	PUNCT
aiti-13689	184	20	and	and	CCONJ
aiti-13689	184	21	converges	converge	VERB
aiti-13689	184	22	on	on	ADP
aiti-13689	184	23	the	the	DET
aiti-13689	184	24	mpp	mpp	NOUN
aiti-13689	184	25	.	.	PUNCT
aiti-13689	185	1	the	the	DET
aiti-13689	185	2	optimal	optimal	ADJ
aiti-13689	185	3	duty	duty	NOUN
aiti-13689	185	4	cycle	cycle	NOUN
aiti-13689	185	5	d	d	NOUN
aiti-13689	185	6	,	,	PUNCT
aiti-13689	185	7	which	which	PRON
aiti-13689	185	8	is	be	AUX
aiti-13689	185	9	found	find	VERB
aiti-13689	185	10	when	when	SCONJ
aiti-13689	185	11	the	the	DET
aiti-13689	185	12	algorithm	algorithm	NOUN
aiti-13689	185	13	satisfies	satisfy	VERB
aiti-13689	185	14	its	its	PRON
aiti-13689	185	15	convergence	convergence	NOUN
aiti-13689	185	16	criteria	criterion	NOUN
aiti-13689	185	17	,	,	PUNCT
aiti-13689	185	18	is	be	AUX
aiti-13689	185	19	subsequently	subsequently	ADV
aiti-13689	185	20	applied	apply	VERB
aiti-13689	185	21	to	to	ADP
aiti-13689	185	22	the	the	DET
aiti-13689	185	23	pv	pv	NOUN
aiti-13689	185	24	system	system	NOUN
aiti-13689	185	25	to	to	PART
aiti-13689	185	26	effectuate	effectuate	VERB
aiti-13689	185	27	its	its	PRON
aiti-13689	185	28	very	very	ADV
aiti-13689	185	29	efficient	efficient	ADJ
aiti-13689	185	30	point	point	NOUN
aiti-13689	185	31	,	,	PUNCT
aiti-13689	185	32	despite	despite	SCONJ
aiti-13689	185	33	the	the	DET
aiti-13689	185	34	variability	variability	NOUN
aiti-13689	185	35	of	of	ADP
aiti-13689	185	36	solar	solar	ADJ
aiti-13689	185	37	irradiance	irradiance	NOUN
aiti-13689	185	38	and	and	CCONJ
aiti-13689	185	39	environmental	environmental	ADJ
aiti-13689	185	40	factors	factor	NOUN
aiti-13689	185	41	.	.	PUNCT
aiti-13689	186	1	the	the	DET
aiti-13689	186	2	pseudo	pseudo	NOUN
aiti-13689	186	3	-	-	NOUN
aiti-13689	186	4	code	code	NOUN
aiti-13689	186	5	for	for	ADP
aiti-13689	186	6	this	this	DET
aiti-13689	186	7	hybrid	hybrid	ADJ
aiti-13689	186	8	approach	approach	NOUN
aiti-13689	186	9	is	be	AUX
aiti-13689	186	10	given	give	VERB
aiti-13689	186	11	as	as	SCONJ
aiti-13689	186	12	follows	follow	VERB
aiti-13689	186	13	in	in	ADP
aiti-13689	186	14	table	table	NOUN
aiti-13689	186	15	2	2	NUM
aiti-13689	186	16	.	.	PUNCT
aiti-13689	186	17	table	table	NOUN
aiti-13689	186	18	2	2	NUM
aiti-13689	186	19	parameters	parameter	NOUN
aiti-13689	186	20	values	value	NOUN
aiti-13689	186	21	for	for	ADP
aiti-13689	186	22	the	the	DET
aiti-13689	186	23	hpso	hpso	NOUN
aiti-13689	186	24	-	-	PUNCT
aiti-13689	186	25	gsa	gsa	PROPN
aiti-13689	186	26	algorithm	algorithm	PROPN
aiti-13689	186	27	parameter	parameter	NOUN
aiti-13689	186	28	description	description	NOUN
aiti-13689	186	29	value	value	NOUN
aiti-13689	186	30	‘	'	PUNCT
aiti-13689	186	31	c1	c1	NOUN
aiti-13689	186	32	’	'	PUNCT
aiti-13689	186	33	the	the	DET
aiti-13689	186	34	cognitive	cognitive	ADJ
aiti-13689	186	35	coefficient	coefficient	NOUN
aiti-13689	186	36	for	for	ADP
aiti-13689	186	37	pso	pso	NOUN
aiti-13689	186	38	2	2	NUM
aiti-13689	186	39	‘	'	PUNCT
aiti-13689	186	40	c2	c2	PROPN
aiti-13689	186	41	’	'	PUNCT
aiti-13689	186	42	the	the	DET
aiti-13689	186	43	social	social	ADJ
aiti-13689	186	44	coefficient	coefficient	NOUN
aiti-13689	186	45	for	for	ADP
aiti-13689	186	46	pso	pso	NOUN
aiti-13689	186	47	2	2	NUM
aiti-13689	186	48	‘	'	PUNCT
aiti-13689	186	49	max_iter	max_iter	NOUN
aiti-13689	186	50	’	'	PUNCT
aiti-13689	186	51	maximum	maximum	ADJ
aiti-13689	186	52	number	number	NOUN
aiti-13689	186	53	of	of	ADP
aiti-13689	186	54	iterations	iteration	NOUN
aiti-13689	186	55	3000	3000	NUM
aiti-13689	186	56	‘	'	PUNCT
aiti-13689	186	57	dcurrent	dcurrent	NOUN
aiti-13689	186	58	’	'	PUNCT
aiti-13689	186	59	(	(	PUNCT
aiti-13689	186	60	initial	initial	ADJ
aiti-13689	186	61	)	)	PUNCT
aiti-13689	186	62	initial	initial	ADJ
aiti-13689	186	63	guess	guess	NOUN
aiti-13689	186	64	for	for	ADP
aiti-13689	186	65	the	the	DET
aiti-13689	186	66	duty	duty	NOUN
aiti-13689	186	67	cycle	cycle	NOUN
aiti-13689	186	68	0.5	0.5	NUM
aiti-13689	186	69	‘	'	PUNCT
aiti-13689	186	70	dc	dc	PROPN
aiti-13689	186	71	range	range	NOUN
aiti-13689	186	72	’	'	PUNCT
aiti-13689	186	73	the	the	DET
aiti-13689	186	74	range	range	NOUN
aiti-13689	186	75	for	for	ADP
aiti-13689	186	76	initializing	initialize	VERB
aiti-13689	186	77	duty	duty	NOUN
aiti-13689	186	78	cycle	cycle	NOUN
aiti-13689	186	79	positions	position	NOUN
aiti-13689	186	80	0.005	0.005	NUM
aiti-13689	186	81	to	to	ADP
aiti-13689	186	82	0.995	0.995	NUM
aiti-13689	186	83	‘	'	PUNCT
aiti-13689	186	84	iteration	iteration	NOUN
aiti-13689	186	85	’	'	PUNCT
aiti-13689	186	86	iteration	iteration	NOUN
aiti-13689	186	87	counter	counter	NOUN
aiti-13689	186	88	initialized	initialize	VERB
aiti-13689	186	89	to	to	ADP
aiti-13689	186	90	1	1	NUM
aiti-13689	186	91	,	,	PUNCT
aiti-13689	186	92	increments	increment	NOUN
aiti-13689	186	93	‘	'	PUNCT
aiti-13689	186	94	alpha	alpha	NOUN
aiti-13689	186	95	’	'	PUNCT
aiti-13689	186	96	coefficient	coefficient	NOUN
aiti-13689	186	97	for	for	ADP
aiti-13689	186	98	gravitational	gravitational	ADJ
aiti-13689	186	99	constant	constant	ADJ
aiti-13689	186	100	decay	decay	NOUN
aiti-13689	186	101	in	in	ADP
aiti-13689	186	102	gsa	gsa	PROPN
aiti-13689	186	103	200	200	NUM
aiti-13689	186	104	‘	'	PUNCT
aiti-13689	186	105	g0	g0	ADJ
aiti-13689	186	106	’	'	PUNCT
aiti-13689	186	107	initial	initial	ADJ
aiti-13689	186	108	gravitational	gravitational	ADJ
aiti-13689	186	109	constant	constant	NOUN
aiti-13689	186	110	in	in	ADP
aiti-13689	186	111	gsa	gsa	PROPN
aiti-13689	186	112	1	1	NUM
aiti-13689	186	113	‘	'	PUNCT
aiti-13689	186	114	e	e	NOUN
aiti-13689	186	115	’	'	PUNCT
aiti-13689	186	116	small	small	ADJ
aiti-13689	186	117	constant	constant	ADJ
aiti-13689	186	118	to	to	PART
aiti-13689	186	119	prevent	prevent	VERB
aiti-13689	186	120	division	division	NOUN
aiti-13689	186	121	by	by	ADP
aiti-13689	186	122	zero	zero	NUM
aiti-13689	186	123	in	in	ADP
aiti-13689	186	124	gsa	gsa	PROPN
aiti-13689	186	125	2.2204	2.2204	NUM
aiti-13689	186	126	×	×	NOUN
aiti-13689	186	127	10	10	NUM
aiti-13689	186	128	-	-	SYM
aiti-13689	186	129	16	16	NUM
aiti-13689	186	130	this	this	DET
aiti-13689	186	131	table	table	NOUN
aiti-13689	186	132	indicates	indicate	VERB
aiti-13689	186	133	an	an	DET
aiti-13689	186	134	overview	overview	NOUN
aiti-13689	186	135	of	of	ADP
aiti-13689	186	136	key	key	ADJ
aiti-13689	186	137	parameters	parameter	NOUN
aiti-13689	186	138	utilized	utilize	VERB
aiti-13689	186	139	in	in	ADP
aiti-13689	186	140	a	a	DET
aiti-13689	186	141	hybrid	hybrid	ADJ
aiti-13689	186	142	optimization	optimization	NOUN
aiti-13689	186	143	algorithm	algorithm	NOUN
aiti-13689	186	144	combining	combine	VERB
aiti-13689	186	145	pso	pso	NOUN
aiti-13689	186	146	and	and	CCONJ
aiti-13689	186	147	gsa	gsa	PROPN
aiti-13689	186	148	.	.	PUNCT
aiti-13689	187	1	a	a	DET
aiti-13689	187	2	direct	direct	ADJ
aiti-13689	187	3	impact	impact	NOUN
aiti-13689	187	4	lying	lie	VERB
aiti-13689	187	5	in	in	ADP
aiti-13689	187	6	each	each	DET
aiti-13689	187	7	parameter	parameter	NOUN
aiti-13689	187	8	reflects	reflect	VERB
aiti-13689	187	9	on	on	ADP
aiti-13689	187	10	the	the	DET
aiti-13689	187	11	performance	performance	NOUN
aiti-13689	187	12	and	and	CCONJ
aiti-13689	187	13	convergence	convergence	NOUN
aiti-13689	187	14	of	of	ADP
aiti-13689	187	15	the	the	DET
aiti-13689	187	16	hpso	hpso	NOUN
aiti-13689	187	17	-	-	PUNCT
aiti-13689	187	18	gsa	gsa	PROPN
aiti-13689	187	19	function	function	NOUN
aiti-13689	187	20	.	.	PUNCT
aiti-13689	188	1	notably	notably	ADV
aiti-13689	188	2	,	,	PUNCT
aiti-13689	188	3	the	the	DET
aiti-13689	188	4	values	value	NOUN
aiti-13689	188	5	for	for	ADP
aiti-13689	188	6	the	the	DET
aiti-13689	188	7	dc	dc	PROPN
aiti-13689	188	8	range	range	NOUN
aiti-13689	188	9	are	be	AUX
aiti-13689	188	10	extrapolated	extrapolate	VERB
aiti-13689	188	11	from	from	ADP
aiti-13689	188	12	the	the	DET
aiti-13689	188	13	‘	'	PUNCT
aiti-13689	188	14	randi	randi	NOUN
aiti-13689	188	15	’	'	PUNCT
aiti-13689	188	16	function	function	NOUN
aiti-13689	188	17	with	with	ADP
aiti-13689	188	18	the	the	DET
aiti-13689	188	19	division	division	NOUN
aiti-13689	188	20	by	by	ADP
aiti-13689	188	21	1000	1000	NUM
aiti-13689	188	22	in	in	ADP
aiti-13689	188	23	the	the	DET
aiti-13689	188	24	code	code	NOUN
aiti-13689	188	25	and	and	CCONJ
aiti-13689	188	26	reflect	reflect	VERB
aiti-13689	188	27	the	the	DET
aiti-13689	188	28	initial	initial	ADJ
aiti-13689	188	29	setup	setup	NOUN
aiti-13689	188	30	.	.	PUNCT
aiti-13689	189	1	actual	actual	ADJ
aiti-13689	189	2	values	value	NOUN
aiti-13689	189	3	of	of	ADP
aiti-13689	189	4	‘	'	PUNCT
aiti-13689	189	5	dc	dc	X
aiti-13689	189	6	’	'	PUNCT
aiti-13689	189	7	during	during	ADP
aiti-13689	189	8	algorithm	algorithm	NOUN
aiti-13689	189	9	execution	execution	NOUN
aiti-13689	189	10	will	will	AUX
aiti-13689	189	11	vary	vary	VERB
aiti-13689	189	12	as	as	SCONJ
aiti-13689	189	13	they	they	PRON
aiti-13689	189	14	are	be	AUX
aiti-13689	189	15	updated	update	VERB
aiti-13689	189	16	by	by	ADP
aiti-13689	189	17	the	the	DET
aiti-13689	189	18	pso	pso	PROPN
aiti-13689	189	19	and	and	CCONJ
aiti-13689	189	20	gsa	gsa	PROPN
aiti-13689	189	21	procedures	procedure	NOUN
aiti-13689	189	22	.	.	PUNCT
aiti-13689	190	1	218	218	NUM
aiti-13689	190	2	advances	advance	NOUN
aiti-13689	190	3	in	in	ADP
aiti-13689	190	4	technology	technology	NOUN
aiti-13689	190	5	innovation	innovation	NOUN
aiti-13689	190	6	,	,	PUNCT
aiti-13689	190	7	vol	vol	NOUN
aiti-13689	190	8	.	.	PROPN
aiti-13689	190	9	9	9	NUM
aiti-13689	190	10	,	,	PUNCT
aiti-13689	190	11	no	no	INTJ
aiti-13689	190	12	.	.	NOUN
aiti-13689	190	13	3	3	NUM
aiti-13689	190	14	,	,	PUNCT
aiti-13689	190	15	2024	2024	NUM
aiti-13689	190	16	,	,	PUNCT
aiti-13689	190	17	pp	pp	ADJ
aiti-13689	190	18	.	.	PUNCT
aiti-13689	191	1	210	210	NUM
aiti-13689	191	2	-	-	SYM
aiti-13689	191	3	223	223	NUM
aiti-13689	192	1	algorithm-3	algorithm-3	NUM
aiti-13689	192	2	:	:	PUNCT
aiti-13689	192	3	pseudo	pseudo	NOUN
aiti-13689	192	4	code	code	NOUN
aiti-13689	192	5	of	of	ADP
aiti-13689	192	6	hpso	hpso	NOUN
aiti-13689	192	7	-	-	PUNCT
aiti-13689	192	8	gsa	gsa	PROPN
aiti-13689	192	9	for	for	ADP
aiti-13689	192	10	mppt	mppt	PROPN
aiti-13689	192	11	step-1	step-1	PROPN
aiti-13689	192	12	start	start	VERB
aiti-13689	192	13	step-2	step-2	NUM
aiti-13689	192	14	initialize	initialize	VERB
aiti-13689	192	15	parameters	parameter	NOUN
aiti-13689	192	16	:	:	PUNCT
aiti-13689	192	17	initialize	initialize	VERB
aiti-13689	192	18	persistent	persistent	ADJ
aiti-13689	192	19	variables	variable	NOUN
aiti-13689	192	20	for	for	ADP
aiti-13689	192	21	pso	pso	NOUN
aiti-13689	192	22	and	and	CCONJ
aiti-13689	192	23	gsa	gsa	PROPN
aiti-13689	192	24	parameters	parameter	NOUN
aiti-13689	192	25	.	.	PUNCT
aiti-13689	193	1	set	set	VERB
aiti-13689	193	2	pso	pso	NOUN
aiti-13689	193	3	coefficients	coefficient	NOUN
aiti-13689	193	4	(	(	PUNCT
aiti-13689	193	5	c1	c1	PROPN
aiti-13689	193	6	,	,	PUNCT
aiti-13689	193	7	c2	c2	PROPN
aiti-13689	193	8	)	)	PUNCT
aiti-13689	193	9	and	and	CCONJ
aiti-13689	193	10	maximum	maximum	ADJ
aiti-13689	193	11	iterations	iteration	NOUN
aiti-13689	193	12	(	(	PUNCT
aiti-13689	193	13	max_iter	max_iter	NOUN
aiti-13689	193	14	)	)	PUNCT
aiti-13689	193	15	.	.	PUNCT
aiti-13689	194	1	step-3	step-3	NOUN
aiti-13689	194	2	check	check	VERB
aiti-13689	194	3	initialization	initialization	NOUN
aiti-13689	194	4	if	if	SCONJ
aiti-13689	194	5	globalbest	globalbest	ADJ
aiti-13689	194	6	is	be	AUX
aiti-13689	194	7	empty	empty	ADJ
aiti-13689	194	8	,	,	PUNCT
aiti-13689	194	9	initialize	initialize	VERB
aiti-13689	194	10	pso	pso	NOUN
aiti-13689	194	11	and	and	CCONJ
aiti-13689	194	12	gsa	gsa	PROPN
aiti-13689	194	13	parameters	parameter	NOUN
aiti-13689	194	14	.	.	PUNCT
aiti-13689	195	1	step-4	step-4	NUM
aiti-13689	195	2	calculate	calculate	VERB
aiti-13689	195	3	the	the	DET
aiti-13689	195	4	power	power	NOUN
aiti-13689	195	5	(	(	PUNCT
aiti-13689	195	6	p	p	NOUN
aiti-13689	195	7	)	)	PUNCT
aiti-13689	195	8	using	use	VERB
aiti-13689	195	9	the	the	DET
aiti-13689	195	10	given	give	VERB
aiti-13689	195	11	voltage	voltage	NOUN
aiti-13689	195	12	(	(	PUNCT
aiti-13689	195	13	vpv	vpv	NOUN
aiti-13689	195	14	)	)	PUNCT
aiti-13689	195	15	and	and	CCONJ
aiti-13689	195	16	current	current	ADJ
aiti-13689	195	17	(	(	PUNCT
aiti-13689	195	18	ipv	ipv	PROPN
aiti-13689	195	19	)	)	PUNCT
aiti-13689	195	20	.	.	PUNCT
aiti-13689	196	1	step-5	step-5	NUM
aiti-13689	196	2	update	update	VERB
aiti-13689	196	3	personal	personal	ADJ
aiti-13689	196	4	and	and	CCONJ
aiti-13689	196	5	global	global	ADJ
aiti-13689	196	6	best	good	ADJ
aiti-13689	196	7	(	(	PUNCT
aiti-13689	196	8	pso	pso	NOUN
aiti-13689	196	9	)	)	PUNCT
aiti-13689	196	10	update	update	NOUN
aiti-13689	196	11	the	the	DET
aiti-13689	196	12	personal	personal	ADJ
aiti-13689	196	13	best	good	ADJ
aiti-13689	196	14	(	(	PUNCT
aiti-13689	196	15	pbest	pbest	NOUN
aiti-13689	196	16	)	)	PUNCT
aiti-13689	196	17	if	if	SCONJ
aiti-13689	196	18	the	the	DET
aiti-13689	196	19	current	current	ADJ
aiti-13689	196	20	power	power	NOUN
aiti-13689	196	21	is	be	AUX
aiti-13689	196	22	better	well	ADJ
aiti-13689	196	23	.	.	PUNCT
aiti-13689	197	1	check	check	VERB
aiti-13689	197	2	if	if	SCONJ
aiti-13689	197	3	the	the	DET
aiti-13689	197	4	maximum	maximum	ADJ
aiti-13689	197	5	iterations	iteration	NOUN
aiti-13689	197	6	are	be	AUX
aiti-13689	197	7	reached	reach	VERB
aiti-13689	197	8	and	and	CCONJ
aiti-13689	197	9	reset	reset	VERB
aiti-13689	197	10	the	the	DET
aiti-13689	197	11	iteration	iteration	NOUN
aiti-13689	197	12	counter	counter	NOUN
aiti-13689	197	13	(	(	PUNCT
aiti-13689	197	14	k	k	NOUN
aiti-13689	197	15	)	)	PUNCT
aiti-13689	197	16	if	if	SCONJ
aiti-13689	197	17	necessary	necessary	ADJ
aiti-13689	197	18	.	.	PUNCT
aiti-13689	198	1	if	if	SCONJ
aiti-13689	198	2	the	the	DET
aiti-13689	198	3	power	power	NOUN
aiti-13689	198	4	change	change	NOUN
aiti-13689	198	5	is	be	AUX
aiti-13689	198	6	small	small	ADJ
aiti-13689	198	7	and	and	CCONJ
aiti-13689	198	8	far	far	ADV
aiti-13689	198	9	from	from	ADP
aiti-13689	198	10	the	the	DET
aiti-13689	198	11	best	good	ADJ
aiti-13689	198	12	,	,	PUNCT
aiti-13689	198	13	reinitialize	reinitialize	VERB
aiti-13689	198	14	pso	pso	NOUN
aiti-13689	198	15	parameters	parameter	NOUN
aiti-13689	198	16	.	.	PUNCT
aiti-13689	199	1	step-6	step-6	NUM
aiti-13689	199	2	update	update	NOUN
aiti-13689	199	3	local	local	ADJ
aiti-13689	199	4	best	good	ADJ
aiti-13689	199	5	and	and	CCONJ
aiti-13689	199	6	worst	bad	ADJ
aiti-13689	199	7	(	(	PUNCT
aiti-13689	199	8	gsa	gsa	PROPN
aiti-13689	199	9	)	)	PUNCT
aiti-13689	199	10	update	update	NOUN
aiti-13689	199	11	the	the	DET
aiti-13689	199	12	personal	personal	ADJ
aiti-13689	199	13	best	good	ADJ
aiti-13689	199	14	(	(	PUNCT
aiti-13689	199	15	localbest	localb	ADJ
aiti-13689	199	16	)	)	PUNCT
aiti-13689	199	17	and	and	CCONJ
aiti-13689	199	18	worst	bad	ADJ
aiti-13689	199	19	(	(	PUNCT
aiti-13689	199	20	worse	bad	ADJ
aiti-13689	199	21	)	)	PUNCT
aiti-13689	199	22	solutions	solution	NOUN
aiti-13689	199	23	for	for	ADP
aiti-13689	199	24	each	each	DET
aiti-13689	199	25	particle	particle	NOUN
aiti-13689	199	26	.	.	PUNCT
aiti-13689	200	1	step-7	step-7	NUM
aiti-13689	200	2	hpso	hpso	NOUN
aiti-13689	200	3	-	-	PUNCT
aiti-13689	200	4	gsa	gsa	PROPN
aiti-13689	200	5	update	update	NOUN
aiti-13689	200	6	if	if	SCONJ
aiti-13689	200	7	all	all	DET
aiti-13689	200	8	particles	particle	NOUN
aiti-13689	200	9	have	have	AUX
aiti-13689	200	10	been	be	AUX
aiti-13689	200	11	updated	update	VERB
aiti-13689	200	12	(	(	PUNCT
aiti-13689	200	13	u	u	NOUN
aiti-13689	200	14	=	=	NOUN
aiti-13689	200	15	=	=	SYM
aiti-13689	200	16	4	4	NUM
aiti-13689	200	17	):	):	PUNCT
aiti-13689	200	18	find	find	VERB
aiti-13689	200	19	the	the	DET
aiti-13689	200	20	index	index	NOUN
aiti-13689	200	21	of	of	ADP
aiti-13689	200	22	the	the	DET
aiti-13689	200	23	maximum	maximum	ADJ
aiti-13689	200	24	personal	personal	ADJ
aiti-13689	200	25	best	good	ADJ
aiti-13689	200	26	and	and	CCONJ
aiti-13689	200	27	update	update	VERB
aiti-13689	200	28	the	the	DET
aiti-13689	200	29	global	global	ADJ
aiti-13689	200	30	best	good	ADJ
aiti-13689	200	31	(	(	PUNCT
aiti-13689	200	32	globalbest	globalbest	NOUN
aiti-13689	200	33	)	)	PUNCT
aiti-13689	200	34	.	.	PUNCT
aiti-13689	201	1	calculate	calculate	VERB
aiti-13689	201	2	the	the	DET
aiti-13689	201	3	strength	strength	NOUN
aiti-13689	201	4	of	of	ADP
aiti-13689	201	5	mass	mass	NOUN
aiti-13689	201	6	(	(	PUNCT
aiti-13689	201	7	q	q	NOUN
aiti-13689	201	8	)	)	PUNCT
aiti-13689	201	9	,	,	PUNCT
aiti-13689	201	10	mass	mass	NOUN
aiti-13689	201	11	,	,	PUNCT
aiti-13689	201	12	and	and	CCONJ
aiti-13689	201	13	force	force	NOUN
aiti-13689	201	14	(	(	PUNCT
aiti-13689	201	15	gsa	gsa	PROPN
aiti-13689	201	16	)	)	PUNCT
aiti-13689	201	17	.	.	PUNCT
aiti-13689	202	1	update	update	NOUN
aiti-13689	202	2	acceleration	acceleration	NOUN
aiti-13689	202	3	(	(	PUNCT
aiti-13689	202	4	gsa	gsa	PROPN
aiti-13689	202	5	)	)	PUNCT
aiti-13689	202	6	.	.	PUNCT
aiti-13689	203	1	-for	-for	PUNCT
aiti-13689	203	2	each	each	DET
aiti-13689	203	3	dimension	dimension	NOUN
aiti-13689	203	4	:	:	PUNCT
aiti-13689	203	5	update	update	NOUN
aiti-13689	203	6	velocity	velocity	NOUN
aiti-13689	203	7	using	use	VERB
aiti-13689	203	8	a	a	DET
aiti-13689	203	9	hybrid	hybrid	NOUN
aiti-13689	203	10	of	of	ADP
aiti-13689	203	11	pso	pso	NOUN
aiti-13689	203	12	and	and	CCONJ
aiti-13689	203	13	gsa	gsa	PROPN
aiti-13689	203	14	equations	equation	NOUN
aiti-13689	203	15	.	.	PUNCT
aiti-13689	204	1	update	update	NOUN
aiti-13689	204	2	position	position	NOUN
aiti-13689	204	3	(	(	PUNCT
aiti-13689	204	4	duty	duty	NOUN
aiti-13689	204	5	cycle	cycle	NOUN
aiti-13689	204	6	)	)	PUNCT
aiti-13689	204	7	using	use	VERB
aiti-13689	204	8	the	the	DET
aiti-13689	204	9	updated	update	VERB
aiti-13689	204	10	velocity	velocity	NOUN
aiti-13689	204	11	.	.	PUNCT
aiti-13689	205	1	increment	increment	VERB
aiti-13689	205	2	the	the	DET
aiti-13689	205	3	iteration	iteration	NOUN
aiti-13689	205	4	counter	counter	NOUN
aiti-13689	205	5	.	.	PUNCT
aiti-13689	206	1	-update	-update	PROPN
aiti-13689	206	2	the	the	DET
aiti-13689	206	3	previous	previous	ADJ
aiti-13689	206	4	power	power	NOUN
aiti-13689	206	5	(	(	PUNCT
aiti-13689	206	6	pprev	pprev	NOUN
aiti-13689	206	7	)	)	PUNCT
aiti-13689	206	8	.	.	PUNCT
aiti-13689	207	1	otherwise	otherwise	ADV
aiti-13689	207	2	,	,	PUNCT
aiti-13689	207	3	update	update	VERB
aiti-13689	207	4	the	the	DET
aiti-13689	207	5	duty	duty	NOUN
aiti-13689	207	6	cycle	cycle	NOUN
aiti-13689	207	7	(	(	PUNCT
aiti-13689	207	8	d	d	NOUN
aiti-13689	207	9	)	)	PUNCT
aiti-13689	207	10	and	and	CCONJ
aiti-13689	207	11	current	current	ADJ
aiti-13689	207	12	duty	duty	NOUN
aiti-13689	207	13	cycle	cycle	NOUN
aiti-13689	207	14	(	(	PUNCT
aiti-13689	207	15	dcurrent	dcurrent	NOUN
aiti-13689	207	16	)	)	PUNCT
aiti-13689	207	17	with	with	ADP
aiti-13689	207	18	the	the	DET
aiti-13689	207	19	current	current	ADJ
aiti-13689	207	20	particle	particle	NOUN
aiti-13689	207	21	’s	’s	PART
aiti-13689	207	22	values	value	NOUN
aiti-13689	207	23	.	.	PUNCT
aiti-13689	208	1	step-8	step-8	NUM
aiti-13689	208	2	return	return	NOUN
aiti-13689	208	3	result	result	NOUN
aiti-13689	208	4	.	.	PUNCT
aiti-13689	209	1	return	return	VERB
aiti-13689	209	2	the	the	DET
aiti-13689	209	3	optimized	optimize	VERB
aiti-13689	209	4	duty	duty	NOUN
aiti-13689	209	5	cycle	cycle	NOUN
aiti-13689	209	6	(	(	PUNCT
aiti-13689	209	7	d	d	X
aiti-13689	209	8	)	)	PUNCT
aiti-13689	209	9	step-9	step-9	NOUN
aiti-13689	209	10	end	end	VERB
aiti-13689	209	11	several	several	ADJ
aiti-13689	209	12	complexity	complexity	NOUN
aiti-13689	209	13	challenges	challenge	NOUN
aiti-13689	209	14	emerge	emerge	VERB
aiti-13689	209	15	as	as	SCONJ
aiti-13689	209	16	the	the	DET
aiti-13689	209	17	proposed	propose	VERB
aiti-13689	209	18	hpso	hpso	NOUN
aiti-13689	209	19	-	-	PUNCT
aiti-13689	209	20	gsa	gsa	PROPN
aiti-13689	209	21	algorithm	algorithm	NOUN
aiti-13689	209	22	is	be	AUX
aiti-13689	209	23	primarily	primarily	ADV
aiti-13689	209	24	driven	drive	VERB
aiti-13689	209	25	by	by	ADP
aiti-13689	209	26	the	the	DET
aiti-13689	209	27	initialization	initialization	NOUN
aiti-13689	209	28	and	and	CCONJ
aiti-13689	209	29	iterative	iterative	NOUN
aiti-13689	209	30	update	update	NOUN
aiti-13689	209	31	processes	process	NOUN
aiti-13689	209	32	.	.	PUNCT
aiti-13689	210	1	during	during	ADP
aiti-13689	210	2	initialization	initialization	NOUN
aiti-13689	210	3	,	,	PUNCT
aiti-13689	210	4	parameters	parameter	NOUN
aiti-13689	210	5	for	for	ADP
aiti-13689	210	6	both	both	CCONJ
aiti-13689	210	7	pso	pso	NOUN
aiti-13689	210	8	and	and	CCONJ
aiti-13689	210	9	gsa	gsa	PROPN
aiti-13689	210	10	are	be	AUX
aiti-13689	210	11	set	set	VERB
aiti-13689	210	12	up	up	ADP
aiti-13689	210	13	,	,	PUNCT
aiti-13689	210	14	entailing	entail	VERB
aiti-13689	210	15	a	a	DET
aiti-13689	210	16	linear	linear	ADJ
aiti-13689	210	17	time	time	NOUN
aiti-13689	210	18	complexity	complexity	NOUN
aiti-13689	210	19	pertinent	pertinent	NOUN
aiti-13689	210	20	to	to	ADP
aiti-13689	210	21	the	the	DET
aiti-13689	210	22	number	number	NOUN
aiti-13689	210	23	of	of	ADP
aiti-13689	210	24	particles	particle	NOUN
aiti-13689	210	25	.	.	PUNCT
aiti-13689	211	1	each	each	DET
aiti-13689	211	2	iteration	iteration	NOUN
aiti-13689	211	3	,	,	PUNCT
aiti-13689	211	4	which	which	PRON
aiti-13689	211	5	can	can	AUX
aiti-13689	211	6	reach	reach	VERB
aiti-13689	211	7	a	a	DET
aiti-13689	211	8	maximum	maximum	ADJ
aiti-13689	211	9	number	number	NOUN
aiti-13689	211	10	of	of	ADP
aiti-13689	211	11	iterations	iteration	NOUN
aiti-13689	211	12	,	,	PUNCT
aiti-13689	211	13	involves	involve	VERB
aiti-13689	211	14	evaluating	evaluate	VERB
aiti-13689	211	15	the	the	DET
aiti-13689	211	16	fitness	fitness	NOUN
aiti-13689	211	17	of	of	ADP
aiti-13689	211	18	each	each	DET
aiti-13689	211	19	particle	particle	NOUN
aiti-13689	211	20	,	,	PUNCT
aiti-13689	211	21	updating	update	VERB
aiti-13689	211	22	personal	personal	ADJ
aiti-13689	211	23	and	and	CCONJ
aiti-13689	211	24	global	global	ADJ
aiti-13689	211	25	bests	best	NOUN
aiti-13689	211	26	,	,	PUNCT
aiti-13689	211	27	and	and	CCONJ
aiti-13689	211	28	computing	compute	VERB
aiti-13689	211	29	new	new	ADJ
aiti-13689	211	30	velocities	velocity	NOUN
aiti-13689	211	31	and	and	CCONJ
aiti-13689	211	32	positions	position	NOUN
aiti-13689	211	33	using	use	VERB
aiti-13689	211	34	both	both	CCONJ
aiti-13689	211	35	pso	pso	NOUN
aiti-13689	211	36	and	and	CCONJ
aiti-13689	211	37	gsa	gsa	PROPN
aiti-13689	211	38	equations	equation	NOUN
aiti-13689	211	39	.	.	PUNCT
aiti-13689	212	1	these	these	DET
aiti-13689	212	2	steps	step	NOUN
aiti-13689	212	3	collectively	collectively	ADV
aiti-13689	212	4	contribute	contribute	VERB
aiti-13689	212	5	to	to	ADP
aiti-13689	212	6	a	a	DET
aiti-13689	212	7	linear	linear	ADJ
aiti-13689	212	8	time	time	NOUN
aiti-13689	212	9	complexity	complexity	NOUN
aiti-13689	212	10	per	per	ADP
aiti-13689	212	11	iteration	iteration	NOUN
aiti-13689	212	12	,	,	PUNCT
aiti-13689	212	13	resulting	result	VERB
aiti-13689	212	14	in	in	ADP
aiti-13689	212	15	an	an	DET
aiti-13689	212	16	overall	overall	ADJ
aiti-13689	212	17	complexity	complexity	NOUN
aiti-13689	212	18	that	that	PRON
aiti-13689	212	19	scales	scale	VERB
aiti-13689	212	20	linearly	linearly	ADV
aiti-13689	212	21	with	with	ADP
aiti-13689	212	22	the	the	DET
aiti-13689	212	23	number	number	NOUN
aiti-13689	212	24	of	of	ADP
aiti-13689	212	25	particles	particle	NOUN
aiti-13689	212	26	and	and	CCONJ
aiti-13689	212	27	iterations	iteration	NOUN
aiti-13689	212	28	.	.	PUNCT
aiti-13689	213	1	regarding	regard	VERB
aiti-13689	213	2	scalability	scalability	NOUN
aiti-13689	213	3	,	,	PUNCT
aiti-13689	213	4	the	the	DET
aiti-13689	213	5	hpso	hpso	NOUN
aiti-13689	213	6	-	-	PUNCT
aiti-13689	213	7	gsa	gsa	PROPN
aiti-13689	213	8	algorithm	algorithm	NOUN
aiti-13689	213	9	is	be	AUX
aiti-13689	213	10	designed	design	VERB
aiti-13689	213	11	to	to	PART
aiti-13689	213	12	handle	handle	VERB
aiti-13689	213	13	larger	large	ADJ
aiti-13689	213	14	datasets	dataset	NOUN
aiti-13689	213	15	and	and	CCONJ
aiti-13689	213	16	more	more	ADV
aiti-13689	213	17	extensive	extensive	ADJ
aiti-13689	213	18	pv	pv	NOUN
aiti-13689	213	19	systems	system	NOUN
aiti-13689	213	20	effectively	effectively	ADV
aiti-13689	213	21	.	.	PUNCT
aiti-13689	214	1	both	both	DET
aiti-13689	214	2	exploration	exploration	NOUN
aiti-13689	214	3	and	and	CCONJ
aiti-13689	214	4	exploitation	exploitation	NOUN
aiti-13689	214	5	are	be	AUX
aiti-13689	214	6	maintained	maintain	VERB
aiti-13689	214	7	in	in	ADP
aiti-13689	214	8	an	an	DET
aiti-13689	214	9	equilibrium	equilibrium	NOUN
aiti-13689	214	10	,	,	PUNCT
aiti-13689	214	11	thereby	thereby	ADV
aiti-13689	214	12	adapting	adapt	VERB
aiti-13689	214	13	efficiently	efficiently	ADV
aiti-13689	214	14	to	to	ADP
aiti-13689	214	15	various	various	ADJ
aiti-13689	214	16	problem	problem	NOUN
aiti-13689	214	17	sizes	size	NOUN
aiti-13689	214	18	.	.	PUNCT
aiti-13689	215	1	the	the	DET
aiti-13689	215	2	performance	performance	NOUN
aiti-13689	215	3	of	of	ADP
aiti-13689	215	4	the	the	DET
aiti-13689	215	5	algorithm	algorithm	NOUN
aiti-13689	215	6	,	,	PUNCT
aiti-13689	215	7	demonstrated	demonstrate	VERB
aiti-13689	215	8	in	in	ADP
aiti-13689	215	9	the	the	DET
aiti-13689	215	10	results	result	NOUN
aiti-13689	215	11	section	section	NOUN
aiti-13689	215	12	,	,	PUNCT
aiti-13689	215	13	exhibits	exhibit	VERB
aiti-13689	215	14	superior	superior	ADJ
aiti-13689	215	15	efficiency	efficiency	NOUN
aiti-13689	215	16	and	and	CCONJ
aiti-13689	215	17	effectiveness	effectiveness	NOUN
aiti-13689	215	18	,	,	PUNCT
aiti-13689	215	19	compared	compare	VERB
aiti-13689	215	20	to	to	ADP
aiti-13689	215	21	traditional	traditional	ADJ
aiti-13689	215	22	optimization	optimization	NOUN
aiti-13689	215	23	techniques	technique	NOUN
aiti-13689	215	24	,	,	PUNCT
aiti-13689	215	25	highlighting	highlight	VERB
aiti-13689	215	26	its	its	PRON
aiti-13689	215	27	robustness	robustness	NOUN
aiti-13689	215	28	and	and	CCONJ
aiti-13689	215	29	suitability	suitability	NOUN
aiti-13689	215	30	for	for	ADP
aiti-13689	215	31	large	large	ADJ
aiti-13689	215	32	-	-	PUNCT
aiti-13689	215	33	scale	scale	NOUN
aiti-13689	215	34	applications	application	NOUN
aiti-13689	215	35	.	.	PUNCT
aiti-13689	216	1	6	6	NUM
aiti-13689	216	2	.	.	X
aiti-13689	216	3	results	result	NOUN
aiti-13689	216	4	and	and	CCONJ
aiti-13689	216	5	discussions	discussion	NOUN
aiti-13689	216	6	in	in	ADP
aiti-13689	216	7	a	a	DET
aiti-13689	216	8	matlab	matlab	PROPN
aiti-13689	216	9	simulink	simulink	PROPN
aiti-13689	216	10	simulation	simulation	PROPN
aiti-13689	216	11	environment	environment	PROPN
aiti-13689	216	12	,	,	PUNCT
aiti-13689	216	13	the	the	DET
aiti-13689	216	14	models	model	NOUN
aiti-13689	216	15	depicted	depict	VERB
aiti-13689	216	16	in	in	ADP
aiti-13689	216	17	fig	fig	NOUN
aiti-13689	216	18	.	.	PUNCT
aiti-13689	217	1	1	1	NUM
aiti-13689	217	2	were	be	AUX
aiti-13689	217	3	utilized	utilize	VERB
aiti-13689	217	4	to	to	PART
aiti-13689	217	5	evaluate	evaluate	VERB
aiti-13689	217	6	the	the	DET
aiti-13689	217	7	efficiency	efficiency	NOUN
aiti-13689	217	8	of	of	ADP
aiti-13689	217	9	mppt	mppt	NOUN
aiti-13689	217	10	algorithms	algorithm	NOUN
aiti-13689	217	11	at	at	ADP
aiti-13689	217	12	a	a	DET
aiti-13689	217	13	uniform	uniform	ADJ
aiti-13689	217	14	temperature	temperature	NOUN
aiti-13689	217	15	of	of	ADP
aiti-13689	217	16	25	25	NUM
aiti-13689	217	17	℃	℃	PROPN
aiti-13689	217	18	and	and	CCONJ
aiti-13689	217	19	irradiance	irradiance	NOUN
aiti-13689	217	20	of	of	ADP
aiti-13689	217	21	1000	1000	NUM
aiti-13689	217	22	w	w	PROPN
aiti-13689	217	23	/	/	SYM
aiti-13689	217	24	m2	m2	PROPN
aiti-13689	217	25	.	.	PROPN
aiti-13689	217	26	fig	fig	PROPN
aiti-13689	217	27	.	.	PUNCT
aiti-13689	218	1	3	3	NUM
aiti-13689	218	2	captures	capture	VERB
aiti-13689	218	3	the	the	DET
aiti-13689	218	4	performance	performance	NOUN
aiti-13689	218	5	of	of	ADP
aiti-13689	218	6	the	the	DET
aiti-13689	218	7	pso	pso	NOUN
aiti-13689	218	8	algorithm	algorithm	NOUN
aiti-13689	218	9	,	,	PUNCT
aiti-13689	218	10	which	which	PRON
aiti-13689	218	11	demonstrated	demonstrate	VERB
aiti-13689	218	12	initial	initial	ADJ
aiti-13689	218	13	power	power	NOUN
aiti-13689	218	14	oscillations	oscillation	NOUN
aiti-13689	218	15	before	before	ADP
aiti-13689	218	16	stabilizing	stabilize	VERB
aiti-13689	218	17	at	at	ADP
aiti-13689	218	18	a	a	DET
aiti-13689	218	19	power	power	NOUN
aiti-13689	218	20	output	output	NOUN
aiti-13689	218	21	of	of	ADP
aiti-13689	218	22	54.32	54.32	NUM
aiti-13689	218	23	w	w	NOUN
aiti-13689	218	24	and	and	CCONJ
aiti-13689	218	25	a	a	DET
aiti-13689	218	26	load	load	NOUN
aiti-13689	218	27	voltage	voltage	NOUN
aiti-13689	218	28	of	of	ADP
aiti-13689	218	29	15.29	15.29	NUM
aiti-13689	218	30	v.	v.	ADP
aiti-13689	218	31	fig	fig	NOUN
aiti-13689	218	32	.	.	PUNCT
aiti-13689	219	1	4	4	NUM
aiti-13689	219	2	exhibits	exhibit	VERB
aiti-13689	219	3	the	the	DET
aiti-13689	219	4	results	result	NOUN
aiti-13689	219	5	for	for	ADP
aiti-13689	219	6	the	the	DET
aiti-13689	219	7	gsa	gsa	PROPN
aiti-13689	219	8	algorithm	algorithm	PROPN
aiti-13689	219	9	,	,	PUNCT
aiti-13689	219	10	yielding	yield	VERB
aiti-13689	219	11	a	a	DET
aiti-13689	219	12	more	more	ADV
aiti-13689	219	13	consistent	consistent	ADJ
aiti-13689	219	14	power	power	NOUN
aiti-13689	219	15	output	output	NOUN
aiti-13689	219	16	of	of	ADP
aiti-13689	219	17	55.1	55.1	NUM
aiti-13689	219	18	w	w	NOUN
aiti-13689	219	19	and	and	CCONJ
aiti-13689	219	20	a	a	DET
aiti-13689	219	21	load	load	NOUN
aiti-13689	219	22	voltage	voltage	NOUN
aiti-13689	219	23	of	of	ADP
aiti-13689	219	24	56.39	56.39	NUM
aiti-13689	219	25	v	v	NOUN
aiti-13689	219	26	,	,	PUNCT
aiti-13689	219	27	thereby	thereby	ADV
aiti-13689	219	28	indicating	indicate	VERB
aiti-13689	219	29	its	its	PRON
aiti-13689	219	30	robust	robust	ADJ
aiti-13689	219	31	capacity	capacity	NOUN
aiti-13689	219	32	.	.	PUNCT
aiti-13689	220	1	the	the	DET
aiti-13689	220	2	hpso	hpso	NOUN
aiti-13689	220	3	-	-	PUNCT
aiti-13689	220	4	gsa	gsa	PROPN
aiti-13689	220	5	approach	approach	NOUN
aiti-13689	220	6	is	be	AUX
aiti-13689	220	7	represented	represent	VERB
aiti-13689	220	8	in	in	ADP
aiti-13689	220	9	fig	fig	NOUN
aiti-13689	220	10	.	.	PUNCT
aiti-13689	221	1	5	5	NUM
aiti-13689	221	2	,	,	PUNCT
aiti-13689	221	3	where	where	SCONJ
aiti-13689	221	4	it	it	PRON
aiti-13689	221	5	outstripped	outstrip	VERB
aiti-13689	221	6	the	the	DET
aiti-13689	221	7	standalone	standalone	ADJ
aiti-13689	221	8	algorithms	algorithm	NOUN
aiti-13689	221	9	by	by	ADP
aiti-13689	221	10	achieving	achieve	VERB
aiti-13689	221	11	the	the	DET
aiti-13689	221	12	highest	high	ADJ
aiti-13689	221	13	power	power	NOUN
aiti-13689	221	14	output	output	NOUN
aiti-13689	221	15	of	of	ADP
aiti-13689	221	16	55.4	55.4	NUM
aiti-13689	221	17	w	w	NOUN
aiti-13689	221	18	and	and	CCONJ
aiti-13689	221	19	load	load	NOUN
aiti-13689	221	20	voltage	voltage	NOUN
aiti-13689	221	21	of	of	ADP
aiti-13689	221	22	56.41	56.41	NUM
aiti-13689	221	23	v.	v.	CCONJ
aiti-13689	221	24	hence	hence	ADV
aiti-13689	221	25	,	,	PUNCT
aiti-13689	221	26	the	the	DET
aiti-13689	221	27	hpso	hpso	NOUN
aiti-13689	221	28	-	-	PUNCT
aiti-13689	221	29	gsa	gsa	PROPN
aiti-13689	221	30	effectively	effectively	ADV
aiti-13689	221	31	and	and	CCONJ
aiti-13689	221	32	rapidly	rapidly	ADV
aiti-13689	221	33	secures	secure	VERB
aiti-13689	221	34	the	the	DET
aiti-13689	221	35	mpp	mpp	NOUN
aiti-13689	221	36	.	.	PUNCT
aiti-13689	222	1	these	these	DET
aiti-13689	222	2	representations	representation	NOUN
aiti-13689	222	3	in	in	ADP
aiti-13689	222	4	figs	fig	NOUN
aiti-13689	222	5	.	.	PUNCT
aiti-13689	223	1	3	3	NUM
aiti-13689	223	2	,	,	PUNCT
aiti-13689	223	3	4	4	NUM
aiti-13689	223	4	,	,	PUNCT
aiti-13689	223	5	and	and	CCONJ
aiti-13689	223	6	5	5	NUM
aiti-13689	223	7	provide	provide	VERB
aiti-13689	223	8	a	a	DET
aiti-13689	223	9	clear	clear	ADJ
aiti-13689	223	10	comparative	comparative	ADJ
aiti-13689	223	11	insight	insight	NOUN
aiti-13689	223	12	into	into	ADP
aiti-13689	223	13	the	the	DET
aiti-13689	223	14	progressive	progressive	ADJ
aiti-13689	223	15	optimization	optimization	NOUN
aiti-13689	223	16	capabilities	capability	NOUN
aiti-13689	223	17	of	of	ADP
aiti-13689	223	18	the	the	DET
aiti-13689	223	19	algorithms	algorithm	NOUN
aiti-13689	223	20	in	in	ADP
aiti-13689	223	21	enhancing	enhance	VERB
aiti-13689	223	22	solar	solar	ADJ
aiti-13689	223	23	pv	pv	NOUN
aiti-13689	223	24	system	system	NOUN
aiti-13689	223	25	performance	performance	NOUN
aiti-13689	223	26	.	.	PUNCT
aiti-13689	224	1	advances	advance	NOUN
aiti-13689	224	2	in	in	ADP
aiti-13689	224	3	technology	technology	NOUN
aiti-13689	224	4	innovation	innovation	NOUN
aiti-13689	224	5	,	,	PUNCT
aiti-13689	224	6	vol	vol	NOUN
aiti-13689	224	7	.	.	PROPN
aiti-13689	225	1	9	9	NUM
aiti-13689	225	2	,	,	PUNCT
aiti-13689	225	3	no	no	INTJ
aiti-13689	225	4	.	.	NOUN
aiti-13689	225	5	3	3	NUM
aiti-13689	225	6	,	,	PUNCT
aiti-13689	225	7	2024	2024	NUM
aiti-13689	225	8	,	,	PUNCT
aiti-13689	225	9	pp	pp	ADJ
aiti-13689	225	10	.	.	PUNCT
aiti-13689	226	1	210	210	NUM
aiti-13689	226	2	-	-	SYM
aiti-13689	226	3	223	223	NUM
aiti-13689	226	4	219	219	NUM
aiti-13689	226	5	fig	fig	NOUN
aiti-13689	226	6	.	.	PUNCT
aiti-13689	227	1	3	3	NUM
aiti-13689	227	2	mppt	mppt	NOUN
aiti-13689	227	3	output	output	NOUN
aiti-13689	227	4	with	with	ADP
aiti-13689	227	5	pso	pso	NOUN
aiti-13689	227	6	algorithm	algorithm	NOUN
aiti-13689	227	7	for	for	ADP
aiti-13689	227	8	1000	1000	NUM
aiti-13689	227	9	w	w	PROPN
aiti-13689	227	10	/	/	SYM
aiti-13689	227	11	m2	m2	PROPN
aiti-13689	227	12	fig	fig	NOUN
aiti-13689	227	13	.	.	PUNCT
aiti-13689	228	1	4	4	NUM
aiti-13689	228	2	mppt	mppt	NOUN
aiti-13689	228	3	output	output	NOUN
aiti-13689	228	4	with	with	ADP
aiti-13689	228	5	gsa	gsa	PROPN
aiti-13689	228	6	algorithm	algorithm	NOUN
aiti-13689	228	7	for	for	ADP
aiti-13689	228	8	1000	1000	NUM
aiti-13689	228	9	w	w	PROPN
aiti-13689	228	10	/	/	SYM
aiti-13689	228	11	m2	m2	PROPN
aiti-13689	228	12	fig	fig	NOUN
aiti-13689	228	13	.	.	PUNCT
aiti-13689	229	1	5	5	NUM
aiti-13689	229	2	mppt	mppt	NOUN
aiti-13689	229	3	output	output	NOUN
aiti-13689	229	4	with	with	ADP
aiti-13689	229	5	hpso	hpso	NOUN
aiti-13689	229	6	-	-	PUNCT
aiti-13689	229	7	gsa	gsa	PROPN
aiti-13689	229	8	algorithm	algorithm	NOUN
aiti-13689	229	9	for	for	ADP
aiti-13689	229	10	1000	1000	NUM
aiti-13689	229	11	w	w	PROPN
aiti-13689	229	12	/	/	SYM
aiti-13689	229	13	m2	m2	PROPN
aiti-13689	229	14	220	220	NUM
aiti-13689	229	15	advances	advance	NOUN
aiti-13689	229	16	in	in	ADP
aiti-13689	229	17	technology	technology	NOUN
aiti-13689	229	18	innovation	innovation	NOUN
aiti-13689	229	19	,	,	PUNCT
aiti-13689	229	20	vol	vol	NOUN
aiti-13689	229	21	.	.	PROPN
aiti-13689	229	22	9	9	NUM
aiti-13689	229	23	,	,	PUNCT
aiti-13689	229	24	no	no	INTJ
aiti-13689	229	25	.	.	NOUN
aiti-13689	229	26	3	3	NUM
aiti-13689	229	27	,	,	PUNCT
aiti-13689	229	28	2024	2024	NUM
aiti-13689	229	29	,	,	PUNCT
aiti-13689	229	30	pp	pp	ADJ
aiti-13689	229	31	.	.	PUNCT
aiti-13689	230	1	210	210	NUM
aiti-13689	230	2	-	-	SYM
aiti-13689	230	3	223	223	NUM
aiti-13689	230	4	fig	fig	NOUN
aiti-13689	230	5	.	.	PUNCT
aiti-13689	231	1	5	5	NUM
aiti-13689	231	2	mppt	mppt	NOUN
aiti-13689	231	3	output	output	NOUN
aiti-13689	231	4	with	with	ADP
aiti-13689	231	5	hpso	hpso	NOUN
aiti-13689	231	6	-	-	PUNCT
aiti-13689	231	7	gsa	gsa	PROPN
aiti-13689	231	8	algorithm	algorithm	NOUN
aiti-13689	231	9	for	for	ADP
aiti-13689	231	10	1000	1000	NUM
aiti-13689	231	11	w	w	NOUN
aiti-13689	231	12	/	/	SYM
aiti-13689	231	13	m2	m2	PROPN
aiti-13689	231	14	(	(	PUNCT
aiti-13689	231	15	continued	continued	ADJ
aiti-13689	231	16	)	)	PUNCT
aiti-13689	231	17	fig	fig	NOUN
aiti-13689	231	18	.	.	NOUN
aiti-13689	232	1	6	6	NUM
aiti-13689	232	2	to	to	ADP
aiti-13689	232	3	fig	fig	NOUN
aiti-13689	232	4	.	.	PUNCT
aiti-13689	233	1	8	8	NUM
aiti-13689	233	2	compares	compare	VERB
aiti-13689	233	3	the	the	DET
aiti-13689	233	4	performance	performance	NOUN
aiti-13689	233	5	of	of	ADP
aiti-13689	233	6	the	the	DET
aiti-13689	233	7	pso	pso	NOUN
aiti-13689	233	8	,	,	PUNCT
aiti-13689	233	9	gsa	gsa	PROPN
aiti-13689	233	10	,	,	PUNCT
aiti-13689	233	11	and	and	CCONJ
aiti-13689	233	12	hpso	hpso	NOUN
aiti-13689	233	13	-	-	PUNCT
aiti-13689	233	14	gsa	gsa	PROPN
aiti-13689	233	15	algorithms	algorithm	NOUN
aiti-13689	233	16	in	in	ADP
aiti-13689	233	17	maintaining	maintain	VERB
aiti-13689	233	18	power	power	NOUN
aiti-13689	233	19	output	output	NOUN
aiti-13689	233	20	over	over	ADP
aiti-13689	233	21	time	time	NOUN
aiti-13689	233	22	under	under	ADP
aiti-13689	233	23	specific	specific	ADJ
aiti-13689	233	24	testing	testing	NOUN
aiti-13689	233	25	conditions	condition	NOUN
aiti-13689	233	26	,	,	PUNCT
aiti-13689	233	27	as	as	SCONJ
aiti-13689	233	28	mentioned	mention	VERB
aiti-13689	233	29	in	in	ADP
aiti-13689	233	30	table	table	NOUN
aiti-13689	233	31	1	1	NUM
aiti-13689	233	32	,	,	PUNCT
aiti-13689	233	33	at	at	ADP
aiti-13689	233	34	different	different	ADJ
aiti-13689	233	35	irradiance	irradiance	NOUN
aiti-13689	233	36	levels	level	NOUN
aiti-13689	233	37	of	of	ADP
aiti-13689	233	38	1000	1000	NUM
aiti-13689	233	39	w	w	PROPN
aiti-13689	233	40	/	/	SYM
aiti-13689	233	41	m2	m2	PROPN
aiti-13689	233	42	,	,	PUNCT
aiti-13689	233	43	800	800	NUM
aiti-13689	233	44	w	w	PROPN
aiti-13689	233	45	/	/	SYM
aiti-13689	233	46	m2	m2	PROPN
aiti-13689	233	47	,	,	PUNCT
aiti-13689	233	48	and	and	CCONJ
aiti-13689	233	49	600	600	NUM
aiti-13689	233	50	w	w	PROPN
aiti-13689	233	51	/	/	SYM
aiti-13689	233	52	m2	m2	PROPN
aiti-13689	233	53	.	.	PUNCT
aiti-13689	234	1	specifically	specifically	ADV
aiti-13689	234	2	,	,	PUNCT
aiti-13689	234	3	comparative	comparative	ADJ
aiti-13689	234	4	results	result	NOUN
aiti-13689	234	5	concern	concern	NOUN
aiti-13689	234	6	tracking	track	VERB
aiti-13689	234	7	efficiency	efficiency	NOUN
aiti-13689	234	8	,	,	PUNCT
aiti-13689	234	9	settling	settle	VERB
aiti-13689	234	10	time	time	NOUN
aiti-13689	234	11	,	,	PUNCT
aiti-13689	234	12	convergence	convergence	NOUN
aiti-13689	234	13	time	time	NOUN
aiti-13689	234	14	,	,	PUNCT
aiti-13689	234	15	and	and	CCONJ
aiti-13689	234	16	oscillations	oscillation	NOUN
aiti-13689	234	17	.	.	PUNCT
aiti-13689	235	1	moreover	moreover	ADV
aiti-13689	235	2	,	,	PUNCT
aiti-13689	235	3	these	these	DET
aiti-13689	235	4	results	result	NOUN
aiti-13689	235	5	highlight	highlight	VERB
aiti-13689	235	6	that	that	SCONJ
aiti-13689	235	7	the	the	DET
aiti-13689	235	8	hpso	hpso	NOUN
aiti-13689	235	9	-	-	PUNCT
aiti-13689	235	10	gsa	gsa	PROPN
aiti-13689	235	11	algorithm	algorithm	NOUN
aiti-13689	235	12	outperforms	outperform	VERB
aiti-13689	235	13	both	both	CCONJ
aiti-13689	235	14	pso	pso	NOUN
aiti-13689	235	15	and	and	CCONJ
aiti-13689	235	16	gsa	gsa	PROPN
aiti-13689	235	17	,	,	PUNCT
aiti-13689	235	18	thereby	thereby	ADV
aiti-13689	235	19	attesting	attest	VERB
aiti-13689	235	20	to	to	ADP
aiti-13689	235	21	its	its	PRON
aiti-13689	235	22	effectiveness	effectiveness	NOUN
aiti-13689	235	23	in	in	ADP
aiti-13689	235	24	achieving	achieve	VERB
aiti-13689	235	25	and	and	CCONJ
aiti-13689	235	26	maintaining	maintain	VERB
aiti-13689	235	27	a	a	DET
aiti-13689	235	28	stable	stable	ADJ
aiti-13689	235	29	power	power	NOUN
aiti-13689	235	30	output	output	NOUN
aiti-13689	235	31	under	under	ADP
aiti-13689	235	32	varying	vary	VERB
aiti-13689	235	33	irradiance	irradiance	NOUN
aiti-13689	235	34	levels	level	NOUN
aiti-13689	235	35	.	.	PUNCT
aiti-13689	236	1	(	(	PUNCT
aiti-13689	236	2	a	a	X
aiti-13689	236	3	)	)	PUNCT
aiti-13689	236	4	hpso	hpso	NOUN
aiti-13689	236	5	-	-	PUNCT
aiti-13689	236	6	gsa	gsa	PROPN
aiti-13689	236	7	(	(	PUNCT
aiti-13689	236	8	b	b	NOUN
aiti-13689	236	9	)	)	PUNCT
aiti-13689	236	10	gsa	gsa	PROPN
aiti-13689	236	11	(	(	PUNCT
aiti-13689	236	12	c	c	NOUN
aiti-13689	236	13	)	)	PUNCT
aiti-13689	236	14	pso	pso	NOUN
aiti-13689	236	15	fig	fig	NOUN
aiti-13689	236	16	.	.	PUNCT
aiti-13689	237	1	6	6	NUM
aiti-13689	237	2	power	power	NOUN
aiti-13689	237	3	comparison	comparison	NOUN
aiti-13689	237	4	of	of	ADP
aiti-13689	237	5	all	all	PRON
aiti-13689	237	6	at	at	ADP
aiti-13689	237	7	1000	1000	NUM
aiti-13689	237	8	w	w	NOUN
aiti-13689	237	9	/	/	SYM
aiti-13689	237	10	m2	m2	PROPN
aiti-13689	237	11	(	(	PUNCT
aiti-13689	237	12	a	a	NOUN
aiti-13689	237	13	)	)	PUNCT
aiti-13689	237	14	hpso	hpso	NOUN
aiti-13689	237	15	-	-	PUNCT
aiti-13689	237	16	gsa	gsa	PROPN
aiti-13689	237	17	(	(	PUNCT
aiti-13689	237	18	b	b	NOUN
aiti-13689	237	19	)	)	PUNCT
aiti-13689	237	20	gsa	gsa	PROPN
aiti-13689	237	21	fig	fig	NOUN
aiti-13689	237	22	.	.	PUNCT
aiti-13689	238	1	7	7	NUM
aiti-13689	238	2	power	power	NOUN
aiti-13689	238	3	comparison	comparison	NOUN
aiti-13689	238	4	of	of	ADP
aiti-13689	238	5	all	all	PRON
aiti-13689	238	6	at	at	ADP
aiti-13689	238	7	800	800	NUM
aiti-13689	238	8	w	w	NOUN
aiti-13689	238	9	/	/	SYM
aiti-13689	238	10	m2	m2	PROPN
aiti-13689	238	11	advances	advance	NOUN
aiti-13689	238	12	in	in	ADP
aiti-13689	238	13	technology	technology	NOUN
aiti-13689	238	14	innovation	innovation	NOUN
aiti-13689	238	15	,	,	PUNCT
aiti-13689	238	16	vol	vol	NOUN
aiti-13689	238	17	.	.	PROPN
aiti-13689	238	18	9	9	NUM
aiti-13689	238	19	,	,	PUNCT
aiti-13689	238	20	no	no	INTJ
aiti-13689	238	21	.	.	NOUN
aiti-13689	238	22	3	3	NUM
aiti-13689	238	23	,	,	PUNCT
aiti-13689	238	24	2024	2024	NUM
aiti-13689	238	25	,	,	PUNCT
aiti-13689	238	26	pp	pp	ADJ
aiti-13689	238	27	.	.	PUNCT
aiti-13689	239	1	210	210	NUM
aiti-13689	239	2	-	-	SYM
aiti-13689	239	3	223	223	NUM
aiti-13689	239	4	221	221	NUM
aiti-13689	239	5	(	(	PUNCT
aiti-13689	239	6	c	c	NOUN
aiti-13689	239	7	)	)	PUNCT
aiti-13689	239	8	pso	pso	NOUN
aiti-13689	239	9	fig	fig	NOUN
aiti-13689	239	10	.	.	PUNCT
aiti-13689	240	1	7	7	NUM
aiti-13689	240	2	power	power	NOUN
aiti-13689	240	3	comparison	comparison	NOUN
aiti-13689	240	4	of	of	ADP
aiti-13689	240	5	all	all	PRON
aiti-13689	240	6	at	at	ADP
aiti-13689	240	7	800	800	NUM
aiti-13689	240	8	w	w	NOUN
aiti-13689	240	9	/	/	SYM
aiti-13689	240	10	m2	m2	PROPN
aiti-13689	240	11	(	(	PUNCT
aiti-13689	240	12	continued	continue	VERB
aiti-13689	240	13	)	)	PUNCT
aiti-13689	240	14	(	(	PUNCT
aiti-13689	240	15	a	a	X
aiti-13689	240	16	)	)	PUNCT
aiti-13689	240	17	hpso	hpso	NOUN
aiti-13689	240	18	-	-	PUNCT
aiti-13689	240	19	gsa	gsa	PROPN
aiti-13689	240	20	(	(	PUNCT
aiti-13689	240	21	b	b	NOUN
aiti-13689	240	22	)	)	PUNCT
aiti-13689	240	23	gsa	gsa	PROPN
aiti-13689	240	24	(	(	PUNCT
aiti-13689	240	25	c	c	NOUN
aiti-13689	240	26	)	)	PUNCT
aiti-13689	240	27	pso	pso	NOUN
aiti-13689	240	28	fig	fig	NOUN
aiti-13689	240	29	.	.	PUNCT
aiti-13689	241	1	8	8	NUM
aiti-13689	241	2	power	power	NOUN
aiti-13689	241	3	comparison	comparison	NOUN
aiti-13689	241	4	of	of	ADP
aiti-13689	241	5	all	all	PRON
aiti-13689	241	6	at	at	ADP
aiti-13689	241	7	600	600	NUM
aiti-13689	241	8	w	w	NOUN
aiti-13689	241	9	/	/	SYM
aiti-13689	241	10	m2	m2	PROPN
aiti-13689	241	11	from	from	ADP
aiti-13689	241	12	fig	fig	NOUN
aiti-13689	241	13	.	.	PUNCT
aiti-13689	242	1	6	6	NUM
aiti-13689	242	2	to	to	ADP
aiti-13689	242	3	fig	fig	NOUN
aiti-13689	242	4	.	.	PUNCT
aiti-13689	243	1	8	8	NUM
aiti-13689	243	2	,	,	PUNCT
aiti-13689	243	3	as	as	SCONJ
aiti-13689	243	4	listed	list	VERB
aiti-13689	243	5	above	above	ADV
aiti-13689	243	6	,	,	PUNCT
aiti-13689	243	7	a	a	DET
aiti-13689	243	8	performance	performance	NOUN
aiti-13689	243	9	comparison	comparison	NOUN
aiti-13689	243	10	of	of	ADP
aiti-13689	243	11	pso	pso	NOUN
aiti-13689	243	12	,	,	PUNCT
aiti-13689	243	13	gsa	gsa	PROPN
aiti-13689	243	14	,	,	PUNCT
aiti-13689	243	15	and	and	CCONJ
aiti-13689	243	16	hpso	hpso	NOUN
aiti-13689	243	17	-	-	PUNCT
aiti-13689	243	18	gsa	gsa	PROPN
aiti-13689	243	19	approach	approach	NOUN
aiti-13689	243	20	for	for	ADP
aiti-13689	243	21	mppt	mppt	NOUN
aiti-13689	243	22	at	at	ADP
aiti-13689	243	23	1000	1000	NUM
aiti-13689	243	24	w	w	PROPN
aiti-13689	243	25	/	/	SYM
aiti-13689	243	26	m2	m2	PROPN
aiti-13689	243	27	,	,	PUNCT
aiti-13689	243	28	800	800	NUM
aiti-13689	243	29	w	w	PROPN
aiti-13689	243	30	/	/	SYM
aiti-13689	243	31	m2	m2	PROPN
aiti-13689	243	32	,	,	PUNCT
aiti-13689	243	33	and	and	CCONJ
aiti-13689	243	34	600	600	NUM
aiti-13689	243	35	w	w	PROPN
aiti-13689	243	36	/	/	SYM
aiti-13689	243	37	m2	m2	PROPN
aiti-13689	243	38	,	,	PUNCT
aiti-13689	243	39	respectively	respectively	ADV
aiti-13689	243	40	,	,	PUNCT
aiti-13689	243	41	is	be	AUX
aiti-13689	243	42	demonstrated	demonstrate	VERB
aiti-13689	243	43	.	.	PUNCT
aiti-13689	244	1	the	the	DET
aiti-13689	244	2	pso	pso	NOUN
aiti-13689	244	3	line	line	NOUN
aiti-13689	244	4	seemingly	seemingly	ADV
aiti-13689	244	5	exhibits	exhibit	VERB
aiti-13689	244	6	more	more	ADJ
aiti-13689	244	7	fluctuations	fluctuation	NOUN
aiti-13689	244	8	initially	initially	ADV
aiti-13689	244	9	before	before	ADP
aiti-13689	244	10	stabilizing	stabilize	VERB
aiti-13689	244	11	,	,	PUNCT
aiti-13689	244	12	while	while	SCONJ
aiti-13689	244	13	the	the	DET
aiti-13689	244	14	gsa	gsa	PROPN
aiti-13689	244	15	line	line	NOUN
aiti-13689	244	16	also	also	ADV
aiti-13689	244	17	displays	display	VERB
aiti-13689	244	18	variability	variability	NOUN
aiti-13689	244	19	in	in	ADP
aiti-13689	244	20	power	power	NOUN
aiti-13689	244	21	output	output	NOUN
aiti-13689	244	22	,	,	PUNCT
aiti-13689	244	23	with	with	ADP
aiti-13689	244	24	less	less	ADJ
aiti-13689	244	25	intensity	intensity	NOUN
aiti-13689	244	26	than	than	ADP
aiti-13689	244	27	pso	pso	NOUN
aiti-13689	244	28	.	.	PUNCT
aiti-13689	245	1	the	the	DET
aiti-13689	245	2	hpso	hpso	NOUN
aiti-13689	245	3	-	-	PUNCT
aiti-13689	245	4	gsa	gsa	PROPN
aiti-13689	245	5	line	line	NOUN
aiti-13689	245	6	,	,	PUNCT
aiti-13689	245	7	in	in	ADP
aiti-13689	245	8	contrast	contrast	NOUN
aiti-13689	245	9	,	,	PUNCT
aiti-13689	245	10	expeditiously	expeditiously	ADV
aiti-13689	245	11	reaches	reach	VERB
aiti-13689	245	12	a	a	DET
aiti-13689	245	13	stable	stable	ADJ
aiti-13689	245	14	power	power	NOUN
aiti-13689	245	15	output	output	NOUN
aiti-13689	245	16	and	and	CCONJ
aiti-13689	245	17	maintains	maintain	VERB
aiti-13689	245	18	this	this	DET
aiti-13689	245	19	stability	stability	NOUN
aiti-13689	245	20	over	over	ADP
aiti-13689	245	21	time	time	NOUN
aiti-13689	245	22	,	,	PUNCT
aiti-13689	245	23	indicating	indicate	VERB
aiti-13689	245	24	quicker	quick	ADJ
aiti-13689	245	25	convergence	convergence	NOUN
aiti-13689	245	26	and	and	CCONJ
aiti-13689	245	27	less	less	ADJ
aiti-13689	245	28	oscillatory	oscillatory	ADJ
aiti-13689	245	29	behavior	behavior	NOUN
aiti-13689	245	30	.	.	PUNCT
aiti-13689	246	1	table	table	NOUN
aiti-13689	246	2	3	3	NUM
aiti-13689	246	3	below	below	ADP
aiti-13689	246	4	summarizes	summarize	NOUN
aiti-13689	246	5	and	and	CCONJ
aiti-13689	246	6	shows	show	VERB
aiti-13689	246	7	quantified	quantified	ADJ
aiti-13689	246	8	data	datum	NOUN
aiti-13689	246	9	for	for	ADP
aiti-13689	246	10	the	the	DET
aiti-13689	246	11	above	above	ADJ
aiti-13689	246	12	results	result	NOUN
aiti-13689	246	13	.	.	PUNCT
aiti-13689	247	1	table	table	NOUN
aiti-13689	247	2	3	3	NUM
aiti-13689	247	3	performance	performance	NOUN
aiti-13689	247	4	analysis	analysis	NOUN
aiti-13689	247	5	of	of	ADP
aiti-13689	247	6	pso	pso	NOUN
aiti-13689	247	7	and	and	CCONJ
aiti-13689	247	8	gsa	gsa	PROPN
aiti-13689	247	9	and	and	CCONJ
aiti-13689	247	10	hpso	hpso	PROPN
aiti-13689	247	11	-	-	PUNCT
aiti-13689	247	12	gsa	gsa	PROPN
aiti-13689	247	13	algorithm	algorithm	NOUN
aiti-13689	247	14	irradiance	irradiance	NOUN
aiti-13689	247	15	(	(	PUNCT
aiti-13689	247	16	w	w	PROPN
aiti-13689	247	17	/	/	SYM
aiti-13689	247	18	m2	m2	PROPN
aiti-13689	247	19	)	)	PUNCT
aiti-13689	247	20	pso	pso	NOUN
aiti-13689	247	21	gsa	gsa	PROPN
aiti-13689	247	22	hpso	hpso	PROPN
aiti-13689	247	23	-	-	PUNCT
aiti-13689	247	24	gsa	gsa	PROPN
aiti-13689	247	25	power	power	NOUN
aiti-13689	247	26	(	(	PUNCT
aiti-13689	247	27	w	w	NOUN
aiti-13689	247	28	)	)	PUNCT
aiti-13689	247	29	1000	1000	NUM
aiti-13689	247	30	54.32	54.32	NUM
aiti-13689	247	31	w	w	PROPN
aiti-13689	247	32	55.1	55.1	NUM
aiti-13689	247	33	w	w	PROPN
aiti-13689	247	34	55.4	55.4	NUM
aiti-13689	247	35	w	w	PROPN
aiti-13689	247	36	800	800	NUM
aiti-13689	247	37	45.7	45.7	NUM
aiti-13689	247	38	w	w	PROPN
aiti-13689	247	39	46.1	46.1	NUM
aiti-13689	247	40	w	w	PROPN
aiti-13689	247	41	46.4	46.4	NUM
aiti-13689	247	42	w	w	PROPN
aiti-13689	247	43	600	600	NUM
aiti-13689	247	44	35.2	35.2	NUM
aiti-13689	247	45	35.8	35.8	NUM
aiti-13689	247	46	w	w	PROPN
aiti-13689	247	47	36.2	36.2	NUM
aiti-13689	247	48	w	w	NOUN
aiti-13689	247	49	efficiency	efficiency	NOUN
aiti-13689	247	50	1000	1000	NUM
aiti-13689	247	51	97.87	97.87	NUM
aiti-13689	247	52	%	%	NOUN
aiti-13689	247	53	99.27	99.27	NUM
aiti-13689	247	54	%	%	NOUN
aiti-13689	247	55	99.81	99.81	NUM
aiti-13689	247	56	%	%	NOUN
aiti-13689	247	57	800	800	NUM
aiti-13689	247	58	98.2	98.2	NUM
aiti-13689	247	59	%	%	NOUN
aiti-13689	247	60	99.13	99.13	NUM
aiti-13689	247	61	%	%	NOUN
aiti-13689	247	62	99.78	99.78	NUM
aiti-13689	247	63	%	%	NOUN
aiti-13689	247	64	600	600	NUM
aiti-13689	247	65	96.96	96.96	NUM
aiti-13689	247	66	%	%	NOUN
aiti-13689	247	67	98.62	98.62	NUM
aiti-13689	247	68	%	%	NOUN
aiti-13689	247	69	99.72	99.72	NUM
aiti-13689	247	70	%	%	NOUN
aiti-13689	247	71	settling	settling	NOUN
aiti-13689	247	72	time	time	NOUN
aiti-13689	247	73	1000	1000	NUM
aiti-13689	247	74	0.21	0.21	NUM
aiti-13689	247	75	sec	sec	PROPN
aiti-13689	247	76	0.15	0.15	NUM
aiti-13689	247	77	sec	sec	PROPN
aiti-13689	247	78	0.11	0.11	NUM
aiti-13689	247	79	sec	sec	PROPN
aiti-13689	247	80	800	800	NUM
aiti-13689	247	81	0.16	0.16	NUM
aiti-13689	247	82	sec	sec	PROPN
aiti-13689	247	83	0.12	0.12	NUM
aiti-13689	247	84	sec	sec	PROPN
aiti-13689	247	85	0.09	0.09	NUM
aiti-13689	247	86	sec	sec	PROPN
aiti-13689	247	87	600	600	NUM
aiti-13689	247	88	0.19	0.19	NUM
aiti-13689	247	89	sec	sec	PROPN
aiti-13689	247	90	0.13	0.13	NUM
aiti-13689	247	91	sec	sec	PROPN
aiti-13689	247	92	0.10	0.10	NUM
aiti-13689	247	93	sec	sec	PROPN
aiti-13689	247	94	convergence	convergence	NOUN
aiti-13689	247	95	time	time	NOUN
aiti-13689	248	1	1000	1000	NUM
aiti-13689	248	2	0.21	0.21	NUM
aiti-13689	248	3	sec	sec	PROPN
aiti-13689	248	4	0.17	0.17	NUM
aiti-13689	248	5	sec	sec	PROPN
aiti-13689	248	6	0.06	0.06	NUM
aiti-13689	248	7	sec	sec	PROPN
aiti-13689	248	8	800	800	NUM
aiti-13689	248	9	0.14	0.14	NUM
aiti-13689	248	10	sec	sec	PROPN
aiti-13689	248	11	0.09	0.09	NUM
aiti-13689	248	12	sec	sec	PROPN
aiti-13689	248	13	0.05	0.05	NUM
aiti-13689	248	14	sec	sec	PROPN
aiti-13689	248	15	600	600	NUM
aiti-13689	248	16	0.19	0.19	NUM
aiti-13689	248	17	sec	sec	PROPN
aiti-13689	248	18	0.10	0.10	NUM
aiti-13689	248	19	sec	sec	PROPN
aiti-13689	248	20	0.04	0.04	NUM
aiti-13689	248	21	sec	sec	PROPN
aiti-13689	248	22	oscillations	oscillation	NOUN
aiti-13689	248	23	1000	1000	NUM
aiti-13689	248	24	-	-	SYM
aiti-13689	248	25	600	600	NUM
aiti-13689	248	26	more	more	ADV
aiti-13689	248	27	less	less	ADV
aiti-13689	248	28	least	least	ADJ
aiti-13689	248	29	conversion	conversion	NOUN
aiti-13689	248	30	1000	1000	NUM
aiti-13689	248	31	-	-	SYM
aiti-13689	248	32	600	600	NUM
aiti-13689	248	33	slower	slow	ADJ
aiti-13689	248	34	faster	fast	ADV
aiti-13689	248	35	fastest	fast	ADJ
aiti-13689	248	36	222	222	NUM
aiti-13689	248	37	advances	advance	NOUN
aiti-13689	248	38	in	in	ADP
aiti-13689	248	39	technology	technology	NOUN
aiti-13689	248	40	innovation	innovation	NOUN
aiti-13689	248	41	,	,	PUNCT
aiti-13689	248	42	vol	vol	NOUN
aiti-13689	248	43	.	.	PROPN
aiti-13689	248	44	9	9	NUM
aiti-13689	248	45	,	,	PUNCT
aiti-13689	248	46	no	no	INTJ
aiti-13689	248	47	.	.	NOUN
aiti-13689	248	48	3	3	NUM
aiti-13689	248	49	,	,	PUNCT
aiti-13689	248	50	2024	2024	NUM
aiti-13689	248	51	,	,	PUNCT
aiti-13689	248	52	pp	pp	ADJ
aiti-13689	248	53	.	.	PUNCT
aiti-13689	249	1	210	210	NUM
aiti-13689	249	2	-	-	SYM
aiti-13689	249	3	223	223	NUM
aiti-13689	249	4	table	table	NOUN
aiti-13689	249	5	3	3	NUM
aiti-13689	249	6	summarizes	summarize	NOUN
aiti-13689	249	7	the	the	DET
aiti-13689	249	8	performance	performance	NOUN
aiti-13689	249	9	of	of	ADP
aiti-13689	249	10	the	the	DET
aiti-13689	249	11	pso	pso	NOUN
aiti-13689	249	12	,	,	PUNCT
aiti-13689	249	13	gsa	gsa	PROPN
aiti-13689	249	14	,	,	PUNCT
aiti-13689	249	15	and	and	CCONJ
aiti-13689	249	16	hpso	hpso	NOUN
aiti-13689	249	17	-	-	PUNCT
aiti-13689	249	18	gsa	gsa	PROPN
aiti-13689	249	19	approaches	approach	NOUN
aiti-13689	249	20	for	for	ADP
aiti-13689	249	21	mppt	mppt	NOUN
aiti-13689	249	22	in	in	ADP
aiti-13689	249	23	pv	pv	PROPN
aiti-13689	249	24	systems	system	NOUN
aiti-13689	249	25	across	across	ADP
aiti-13689	249	26	varying	vary	VERB
aiti-13689	249	27	irradiance	irradiance	NOUN
aiti-13689	249	28	levels	level	NOUN
aiti-13689	249	29	.	.	PUNCT
aiti-13689	250	1	the	the	DET
aiti-13689	250	2	hybrid	hybrid	ADJ
aiti-13689	250	3	approach	approach	NOUN
aiti-13689	250	4	outperforms	outperform	VERB
aiti-13689	250	5	the	the	DET
aiti-13689	250	6	individual	individual	ADJ
aiti-13689	250	7	pso	pso	NOUN
aiti-13689	250	8	and	and	CCONJ
aiti-13689	250	9	gsa	gsa	PROPN
aiti-13689	250	10	in	in	ADP
aiti-13689	250	11	several	several	ADJ
aiti-13689	250	12	metrics	metric	NOUN
aiti-13689	250	13	,	,	PUNCT
aiti-13689	250	14	including	include	VERB
aiti-13689	250	15	power	power	NOUN
aiti-13689	250	16	output	output	NOUN
aiti-13689	250	17	,	,	PUNCT
aiti-13689	250	18	efficiency	efficiency	NOUN
aiti-13689	250	19	,	,	PUNCT
aiti-13689	250	20	convergence	convergence	NOUN
aiti-13689	250	21	time	time	NOUN
aiti-13689	250	22	,	,	PUNCT
aiti-13689	250	23	and	and	CCONJ
aiti-13689	250	24	settling	settle	VERB
aiti-13689	250	25	time	time	NOUN
aiti-13689	250	26	.	.	PUNCT
aiti-13689	251	1	notably	notably	ADV
aiti-13689	251	2	,	,	PUNCT
aiti-13689	251	3	concerning	concern	VERB
aiti-13689	251	4	convergence	convergence	NOUN
aiti-13689	251	5	time	time	NOUN
aiti-13689	251	6	across	across	ADP
aiti-13689	251	7	irradiance	irradiance	NOUN
aiti-13689	251	8	levels	level	NOUN
aiti-13689	251	9	of	of	ADP
aiti-13689	251	10	1000	1000	NUM
aiti-13689	251	11	,	,	PUNCT
aiti-13689	251	12	800	800	NUM
aiti-13689	251	13	,	,	PUNCT
aiti-13689	251	14	and	and	CCONJ
aiti-13689	251	15	600	600	NUM
aiti-13689	251	16	w	w	NOUN
aiti-13689	251	17	/	/	SYM
aiti-13689	251	18	m2	m2	PROPN
aiti-13689	251	19	,	,	PUNCT
aiti-13689	251	20	the	the	DET
aiti-13689	251	21	hybrid	hybrid	ADJ
aiti-13689	251	22	algorithm	algorithm	NOUN
aiti-13689	251	23	is	be	AUX
aiti-13689	251	24	on	on	ADP
aiti-13689	251	25	average	average	ADJ
aiti-13689	251	26	56.38	56.38	NUM
aiti-13689	251	27	%	%	NOUN
aiti-13689	251	28	,	,	PUNCT
aiti-13689	251	29	which	which	PRON
aiti-13689	251	30	is	be	AUX
aiti-13689	251	31	better	well	ADJ
aiti-13689	251	32	than	than	ADP
aiti-13689	251	33	gsa	gsa	PROPN
aiti-13689	251	34	and	and	CCONJ
aiti-13689	251	35	71.55	71.55	NUM
aiti-13689	251	36	%	%	NOUN
aiti-13689	251	37	better	well	ADJ
aiti-13689	251	38	than	than	ADP
aiti-13689	251	39	pso	pso	NOUN
aiti-13689	251	40	.	.	PUNCT
aiti-13689	252	1	apropos	apropos	PROPN
aiti-13689	252	2	settling	settling	NOUN
aiti-13689	252	3	time	time	NOUN
aiti-13689	253	1	,	,	PUNCT
aiti-13689	253	2	the	the	DET
aiti-13689	253	3	hybrid	hybrid	NOUN
aiti-13689	253	4	method	method	NOUN
aiti-13689	253	5	shows	show	VERB
aiti-13689	253	6	an	an	DET
aiti-13689	253	7	average	average	ADJ
aiti-13689	253	8	improvement	improvement	NOUN
aiti-13689	253	9	of	of	ADP
aiti-13689	253	10	24.91	24.91	NUM
aiti-13689	253	11	%	%	NOUN
aiti-13689	253	12	over	over	ADP
aiti-13689	253	13	gsa	gsa	PROPN
aiti-13689	253	14	and	and	CCONJ
aiti-13689	253	15	46.24	46.24	NUM
aiti-13689	253	16	%	%	NOUN
aiti-13689	253	17	over	over	ADP
aiti-13689	253	18	pso	pso	NOUN
aiti-13689	253	19	,	,	PUNCT
aiti-13689	253	20	underscoring	underscore	VERB
aiti-13689	253	21	its	its	PRON
aiti-13689	253	22	ability	ability	NOUN
aiti-13689	253	23	to	to	PART
aiti-13689	253	24	rapidly	rapidly	ADV
aiti-13689	253	25	stabilize	stabilize	VERB
aiti-13689	253	26	at	at	ADP
aiti-13689	253	27	the	the	DET
aiti-13689	253	28	optimal	optimal	ADJ
aiti-13689	253	29	operating	operating	NOUN
aiti-13689	253	30	point	point	NOUN
aiti-13689	253	31	.	.	PUNCT
aiti-13689	254	1	the	the	DET
aiti-13689	254	2	hybrid	hybrid	ADJ
aiti-13689	254	3	algorithm	algorithm	NOUN
aiti-13689	254	4	excels	excel	VERB
aiti-13689	254	5	in	in	ADP
aiti-13689	254	6	tracking	track	VERB
aiti-13689	254	7	the	the	DET
aiti-13689	254	8	mppt	mppt	NOUN
aiti-13689	254	9	power	power	NOUN
aiti-13689	254	10	with	with	ADP
aiti-13689	254	11	efficiency	efficiency	NOUN
aiti-13689	254	12	ratings	rating	NOUN
aiti-13689	254	13	peaking	peak	VERB
aiti-13689	254	14	at	at	ADP
aiti-13689	254	15	99.81	99.81	NUM
aiti-13689	254	16	%	%	NOUN
aiti-13689	254	17	,	,	PUNCT
aiti-13689	254	18	99.78	99.78	NUM
aiti-13689	254	19	%	%	NOUN
aiti-13689	254	20	,	,	PUNCT
aiti-13689	254	21	and	and	CCONJ
aiti-13689	254	22	99.72	99.72	NUM
aiti-13689	254	23	%	%	NOUN
aiti-13689	254	24	for	for	ADP
aiti-13689	254	25	all	all	DET
aiti-13689	254	26	irradiance	irradiance	NOUN
aiti-13689	254	27	levels	level	NOUN
aiti-13689	254	28	.	.	PUNCT
aiti-13689	255	1	overall	overall	ADV
aiti-13689	255	2	,	,	PUNCT
aiti-13689	255	3	the	the	DET
aiti-13689	255	4	hpso	hpso	NOUN
aiti-13689	255	5	-	-	PUNCT
aiti-13689	255	6	gsa	gsa	PROPN
aiti-13689	255	7	algorithm	algorithm	PROPN
aiti-13689	255	8	accentuates	accentuate	VERB
aiti-13689	255	9	its	its	PRON
aiti-13689	255	10	rapid	rapid	ADJ
aiti-13689	255	11	response	response	NOUN
aiti-13689	255	12	and	and	CCONJ
aiti-13689	255	13	high	high	ADJ
aiti-13689	255	14	efficiency	efficiency	NOUN
aiti-13689	255	15	,	,	PUNCT
aiti-13689	255	16	marking	mark	VERB
aiti-13689	255	17	it	it	PRON
aiti-13689	255	18	as	as	ADP
aiti-13689	255	19	a	a	DET
aiti-13689	255	20	significant	significant	ADJ
aiti-13689	255	21	enhancement	enhancement	NOUN
aiti-13689	255	22	in	in	ADP
aiti-13689	255	23	the	the	DET
aiti-13689	255	24	optimization	optimization	NOUN
aiti-13689	255	25	of	of	ADP
aiti-13689	255	26	solar	solar	ADJ
aiti-13689	255	27	pv	pv	NOUN
aiti-13689	255	28	systems	system	NOUN
aiti-13689	255	29	.	.	PUNCT
aiti-13689	256	1	7	7	X
aiti-13689	256	2	.	.	X
aiti-13689	256	3	conclusions	conclusion	NOUN
aiti-13689	256	4	the	the	DET
aiti-13689	256	5	study	study	NOUN
aiti-13689	256	6	presents	present	VERB
aiti-13689	256	7	a	a	DET
aiti-13689	256	8	novel	novel	ADJ
aiti-13689	256	9	hybrid	hybrid	ADJ
aiti-13689	256	10	metaheuristic	metaheuristic	ADJ
aiti-13689	256	11	approach	approach	NOUN
aiti-13689	256	12	,	,	PUNCT
aiti-13689	256	13	i.e.	i.e.	X
aiti-13689	256	14	,	,	PUNCT
aiti-13689	256	15	hpso	hpso	NOUN
aiti-13689	256	16	-	-	PUNCT
aiti-13689	256	17	gsa	gsa	PROPN
aiti-13689	256	18	,	,	PUNCT
aiti-13689	256	19	combining	combine	VERB
aiti-13689	256	20	pso	pso	NOUN
aiti-13689	256	21	and	and	CCONJ
aiti-13689	256	22	gsa	gsa	PROPN
aiti-13689	256	23	for	for	ADP
aiti-13689	256	24	optimizing	optimize	VERB
aiti-13689	256	25	solar	solar	ADJ
aiti-13689	256	26	pv	pv	NOUN
aiti-13689	256	27	systems	system	NOUN
aiti-13689	256	28	.	.	PUNCT
aiti-13689	257	1	based	base	VERB
aiti-13689	257	2	on	on	ADP
aiti-13689	257	3	simulations	simulation	NOUN
aiti-13689	257	4	under	under	ADP
aiti-13689	257	5	various	various	ADJ
aiti-13689	257	6	solar	solar	ADJ
aiti-13689	257	7	irradiance	irradiance	NOUN
aiti-13689	257	8	conditions	condition	NOUN
aiti-13689	257	9	,	,	PUNCT
aiti-13689	257	10	the	the	DET
aiti-13689	257	11	following	follow	VERB
aiti-13689	257	12	conclusions	conclusion	NOUN
aiti-13689	257	13	can	can	AUX
aiti-13689	257	14	be	be	AUX
aiti-13689	257	15	drawn	draw	VERB
aiti-13689	257	16	:	:	PUNCT
aiti-13689	257	17	(	(	PUNCT
aiti-13689	257	18	1	1	X
aiti-13689	257	19	)	)	PUNCT
aiti-13689	257	20	the	the	DET
aiti-13689	257	21	proposed	propose	VERB
aiti-13689	257	22	hpso	hpso	NOUN
aiti-13689	257	23	-	-	PUNCT
aiti-13689	257	24	gsa	gsa	PROPN
aiti-13689	257	25	algorithm	algorithm	PROPN
aiti-13689	257	26	demonstrates	demonstrate	VERB
aiti-13689	257	27	potential	potential	ADJ
aiti-13689	257	28	as	as	ADP
aiti-13689	257	29	an	an	DET
aiti-13689	257	30	intelligent	intelligent	ADJ
aiti-13689	257	31	and	and	CCONJ
aiti-13689	257	32	robust	robust	ADJ
aiti-13689	257	33	solution	solution	NOUN
aiti-13689	257	34	for	for	ADP
aiti-13689	257	35	maximizing	maximize	VERB
aiti-13689	257	36	power	power	NOUN
aiti-13689	257	37	generation	generation	NOUN
aiti-13689	257	38	in	in	ADP
aiti-13689	257	39	solar	solar	ADJ
aiti-13689	257	40	pv	pv	NOUN
aiti-13689	257	41	systems	system	NOUN
aiti-13689	257	42	,	,	PUNCT
aiti-13689	257	43	contributing	contribute	VERB
aiti-13689	257	44	to	to	ADP
aiti-13689	257	45	enhanced	enhance	VERB
aiti-13689	257	46	efficiency	efficiency	NOUN
aiti-13689	257	47	and	and	CCONJ
aiti-13689	257	48	reliability	reliability	NOUN
aiti-13689	257	49	in	in	ADP
aiti-13689	257	50	renewable	renewable	ADJ
aiti-13689	257	51	energy	energy	NOUN
aiti-13689	257	52	systems	system	NOUN
aiti-13689	257	53	.	.	PUNCT
aiti-13689	258	1	(	(	PUNCT
aiti-13689	258	2	2	2	X
aiti-13689	258	3	)	)	PUNCT
aiti-13689	258	4	the	the	DET
aiti-13689	258	5	hpso	hpso	NOUN
aiti-13689	258	6	-	-	PUNCT
aiti-13689	258	7	gsa	gsa	PROPN
aiti-13689	258	8	consistently	consistently	ADV
aiti-13689	258	9	outperforms	outperform	VERB
aiti-13689	258	10	individual	individual	ADJ
aiti-13689	258	11	pso	pso	NOUN
aiti-13689	258	12	and	and	CCONJ
aiti-13689	258	13	gsa	gsa	PROPN
aiti-13689	258	14	algorithms	algorithm	NOUN
aiti-13689	258	15	across	across	ADP
aiti-13689	258	16	all	all	DET
aiti-13689	258	17	measured	measured	ADJ
aiti-13689	258	18	metrics	metric	NOUN
aiti-13689	258	19	,	,	PUNCT
aiti-13689	258	20	including	include	VERB
aiti-13689	258	21	power	power	NOUN
aiti-13689	258	22	output	output	NOUN
aiti-13689	258	23	,	,	PUNCT
aiti-13689	258	24	convergence	convergence	NOUN
aiti-13689	258	25	speed	speed	NOUN
aiti-13689	258	26	,	,	PUNCT
aiti-13689	258	27	settling	settle	VERB
aiti-13689	258	28	time	time	NOUN
aiti-13689	258	29	,	,	PUNCT
aiti-13689	258	30	and	and	CCONJ
aiti-13689	258	31	overall	overall	ADJ
aiti-13689	258	32	efficiency	efficiency	NOUN
aiti-13689	258	33	.	.	PUNCT
aiti-13689	259	1	(	(	PUNCT
aiti-13689	259	2	3	3	X
aiti-13689	259	3	)	)	PUNCT
aiti-13689	259	4	the	the	DET
aiti-13689	259	5	hybrid	hybrid	ADJ
aiti-13689	259	6	approach	approach	NOUN
aiti-13689	259	7	demonstrates	demonstrate	VERB
aiti-13689	259	8	significant	significant	ADJ
aiti-13689	259	9	enhancements	enhancement	NOUN
aiti-13689	259	10	in	in	ADP
aiti-13689	259	11	convergence	convergence	NOUN
aiti-13689	259	12	time	time	NOUN
aiti-13689	259	13	,	,	PUNCT
aiti-13689	259	14	with	with	ADP
aiti-13689	259	15	an	an	DET
aiti-13689	259	16	average	average	ADJ
aiti-13689	259	17	improvement	improvement	NOUN
aiti-13689	259	18	of	of	ADP
aiti-13689	259	19	56.38	56.38	NUM
aiti-13689	259	20	%	%	NOUN
aiti-13689	259	21	over	over	ADP
aiti-13689	259	22	gsa	gsa	PROPN
aiti-13689	259	23	and	and	CCONJ
aiti-13689	259	24	71.55	71.55	NUM
aiti-13689	259	25	%	%	NOUN
aiti-13689	259	26	over	over	ADP
aiti-13689	259	27	pso	pso	NOUN
aiti-13689	259	28	across	across	ADP
aiti-13689	259	29	irradiance	irradiance	NOUN
aiti-13689	259	30	levels	level	NOUN
aiti-13689	259	31	of	of	ADP
aiti-13689	259	32	1000	1000	NUM
aiti-13689	259	33	,	,	PUNCT
aiti-13689	259	34	800	800	NUM
aiti-13689	259	35	,	,	PUNCT
aiti-13689	259	36	and	and	CCONJ
aiti-13689	259	37	600	600	NUM
aiti-13689	259	38	w	w	NOUN
aiti-13689	259	39	/	/	SYM
aiti-13689	259	40	m2	m2	PROPN
aiti-13689	259	41	.	.	PUNCT
aiti-13689	260	1	(	(	PUNCT
aiti-13689	260	2	4	4	X
aiti-13689	260	3	)	)	PUNCT
aiti-13689	260	4	the	the	DET
aiti-13689	260	5	hpso	hpso	NOUN
aiti-13689	260	6	-	-	PUNCT
aiti-13689	260	7	gsa	gsa	PROPN
aiti-13689	260	8	exhibits	exhibit	VERB
aiti-13689	260	9	an	an	DET
aiti-13689	260	10	average	average	ADJ
aiti-13689	260	11	improvement	improvement	NOUN
aiti-13689	260	12	of	of	ADP
aiti-13689	260	13	24.91	24.91	NUM
aiti-13689	260	14	%	%	NOUN
aiti-13689	260	15	over	over	ADP
aiti-13689	260	16	gsa	gsa	PROPN
aiti-13689	260	17	and	and	CCONJ
aiti-13689	260	18	46.24	46.24	NUM
aiti-13689	260	19	%	%	NOUN
aiti-13689	260	20	over	over	ADP
aiti-13689	260	21	pso	pso	NOUN
aiti-13689	260	22	in	in	ADP
aiti-13689	260	23	settling	settle	VERB
aiti-13689	260	24	time	time	NOUN
aiti-13689	260	25	,	,	PUNCT
aiti-13689	260	26	indicating	indicate	VERB
aiti-13689	260	27	a	a	DET
aiti-13689	260	28	superior	superior	ADJ
aiti-13689	260	29	ability	ability	NOUN
aiti-13689	260	30	to	to	PART
aiti-13689	260	31	quickly	quickly	ADV
aiti-13689	260	32	stabilize	stabilize	VERB
aiti-13689	260	33	at	at	ADP
aiti-13689	260	34	the	the	DET
aiti-13689	260	35	optimal	optimal	ADJ
aiti-13689	260	36	operating	operating	NOUN
aiti-13689	260	37	point	point	NOUN
aiti-13689	260	38	.	.	PUNCT
aiti-13689	261	1	(	(	PUNCT
aiti-13689	261	2	5	5	X
aiti-13689	261	3	)	)	PUNCT
aiti-13689	261	4	the	the	DET
aiti-13689	261	5	hybrid	hybrid	ADJ
aiti-13689	261	6	algorithm	algorithm	NOUN
aiti-13689	261	7	excels	excel	VERB
aiti-13689	261	8	in	in	ADP
aiti-13689	261	9	tracking	track	VERB
aiti-13689	261	10	the	the	DET
aiti-13689	261	11	mpp	mpp	NOUN
aiti-13689	261	12	with	with	ADP
aiti-13689	261	13	efficiency	efficiency	NOUN
aiti-13689	261	14	ratings	rating	NOUN
aiti-13689	261	15	peaking	peak	VERB
aiti-13689	261	16	at	at	ADP
aiti-13689	261	17	99.81	99.81	NUM
aiti-13689	261	18	%	%	NOUN
aiti-13689	261	19	,	,	PUNCT
aiti-13689	261	20	99.78	99.78	NUM
aiti-13689	261	21	%	%	NOUN
aiti-13689	261	22	,	,	PUNCT
aiti-13689	261	23	and	and	CCONJ
aiti-13689	261	24	99.72	99.72	NUM
aiti-13689	261	25	%	%	NOUN
aiti-13689	261	26	for	for	ADP
aiti-13689	261	27	all	all	DET
aiti-13689	261	28	tested	test	VERB
aiti-13689	261	29	irradiance	irradiance	NOUN
aiti-13689	261	30	levels	level	NOUN
aiti-13689	261	31	.	.	PUNCT
aiti-13689	262	1	(	(	PUNCT
aiti-13689	262	2	6	6	NUM
aiti-13689	262	3	)	)	PUNCT
aiti-13689	262	4	by	by	ADP
aiti-13689	262	5	integrating	integrate	VERB
aiti-13689	262	6	the	the	DET
aiti-13689	262	7	exploration	exploration	NOUN
aiti-13689	262	8	capabilities	capability	NOUN
aiti-13689	262	9	of	of	ADP
aiti-13689	262	10	pso	pso	NOUN
aiti-13689	262	11	with	with	ADP
aiti-13689	262	12	gsa	gsa	PROPN
aiti-13689	262	13	’s	’s	PART
aiti-13689	262	14	exploitation	exploitation	NOUN
aiti-13689	262	15	strengths	strength	NOUN
aiti-13689	262	16	,	,	PUNCT
aiti-13689	262	17	hpso	hpso	NOUN
aiti-13689	262	18	-	-	PUNCT
aiti-13689	262	19	gsa	gsa	PROPN
aiti-13689	262	20	effectively	effectively	ADV
aiti-13689	262	21	explores	explore	VERB
aiti-13689	262	22	the	the	DET
aiti-13689	262	23	search	search	NOUN
aiti-13689	262	24	space	space	NOUN
aiti-13689	262	25	and	and	CCONJ
aiti-13689	262	26	converges	converge	NOUN
aiti-13689	262	27	towards	towards	ADP
aiti-13689	262	28	optimal	optimal	ADJ
aiti-13689	262	29	duty	duty	NOUN
aiti-13689	262	30	cycle	cycle	NOUN
aiti-13689	262	31	values	value	NOUN
aiti-13689	262	32	,	,	PUNCT
aiti-13689	262	33	maximizing	maximize	VERB
aiti-13689	262	34	power	power	NOUN
aiti-13689	262	35	generation	generation	NOUN
aiti-13689	262	36	from	from	ADP
aiti-13689	262	37	pv	pv	PROPN
aiti-13689	262	38	systems	system	NOUN
aiti-13689	262	39	.	.	PUNCT
aiti-13689	263	1	(	(	PUNCT
aiti-13689	263	2	7	7	X
aiti-13689	263	3	)	)	PUNCT
aiti-13689	263	4	the	the	DET
aiti-13689	263	5	hpso	hpso	NOUN
aiti-13689	263	6	-	-	PUNCT
aiti-13689	263	7	gsa	gsa	PROPN
aiti-13689	263	8	successfully	successfully	ADV
aiti-13689	263	9	addresses	address	VERB
aiti-13689	263	10	the	the	DET
aiti-13689	263	11	limitations	limitation	NOUN
aiti-13689	263	12	of	of	ADP
aiti-13689	263	13	both	both	CCONJ
aiti-13689	263	14	pso	pso	NOUN
aiti-13689	263	15	and	and	CCONJ
aiti-13689	263	16	gsa	gsa	PROPN
aiti-13689	263	17	,	,	PUNCT
aiti-13689	263	18	mitigating	mitigate	VERB
aiti-13689	263	19	the	the	DET
aiti-13689	263	20	tendency	tendency	NOUN
aiti-13689	263	21	of	of	ADP
aiti-13689	263	22	pso	pso	NOUN
aiti-13689	263	23	for	for	ADP
aiti-13689	263	24	premature	premature	ADJ
aiti-13689	263	25	convergence	convergence	NOUN
aiti-13689	263	26	and	and	CCONJ
aiti-13689	263	27	overcoming	overcome	VERB
aiti-13689	263	28	gsa	gsa	PROPN
aiti-13689	263	29	’s	’s	PART
aiti-13689	263	30	potential	potential	NOUN
aiti-13689	263	31	for	for	ADP
aiti-13689	263	32	slow	slow	ADJ
aiti-13689	263	33	convergence	convergence	NOUN
aiti-13689	263	34	or	or	CCONJ
aiti-13689	263	35	lack	lack	NOUN
aiti-13689	263	36	of	of	ADP
aiti-13689	263	37	diversity	diversity	NOUN
aiti-13689	263	38	.	.	PUNCT
aiti-13689	264	1	the	the	DET
aiti-13689	264	2	aforementioned	aforementioned	ADJ
aiti-13689	264	3	findings	finding	NOUN
aiti-13689	264	4	underscore	underscore	VERB
aiti-13689	264	5	the	the	DET
aiti-13689	264	6	efficacy	efficacy	NOUN
aiti-13689	264	7	of	of	ADP
aiti-13689	264	8	the	the	DET
aiti-13689	264	9	hpso	hpso	NOUN
aiti-13689	264	10	-	-	PUNCT
aiti-13689	264	11	gsa	gsa	PROPN
aiti-13689	264	12	approach	approach	NOUN
aiti-13689	264	13	in	in	ADP
aiti-13689	264	14	optimizing	optimize	VERB
aiti-13689	264	15	solar	solar	ADJ
aiti-13689	264	16	pv	pv	NOUN
aiti-13689	264	17	systems	system	NOUN
aiti-13689	264	18	and	and	CCONJ
aiti-13689	264	19	highlight	highlight	VERB
aiti-13689	264	20	its	its	PRON
aiti-13689	264	21	potential	potential	NOUN
aiti-13689	264	22	for	for	ADP
aiti-13689	264	23	broader	broad	ADJ
aiti-13689	264	24	applications	application	NOUN
aiti-13689	264	25	in	in	ADP
aiti-13689	264	26	renewable	renewable	ADJ
aiti-13689	264	27	energy	energy	NOUN
aiti-13689	264	28	optimization	optimization	NOUN
aiti-13689	264	29	.	.	PUNCT
aiti-13689	265	1	conflicts	conflict	NOUN
aiti-13689	265	2	of	of	ADP
aiti-13689	265	3	interest	interest	NOUN
aiti-13689	265	4	the	the	DET
aiti-13689	265	5	authors	author	NOUN
aiti-13689	265	6	declare	declare	VERB
aiti-13689	265	7	no	no	DET
aiti-13689	265	8	conflict	conflict	NOUN
aiti-13689	265	9	of	of	ADP
aiti-13689	265	10	interest	interest	NOUN
aiti-13689	265	11	.	.	PUNCT
aiti-13689	266	1	references	reference	NOUN
aiti-13689	266	2	[	[	X
aiti-13689	266	3	1	1	NUM
aiti-13689	266	4	]	]	PUNCT
aiti-13689	266	5	m.	m.	PROPN
aiti-13689	266	6	b.	b.	PROPN
aiti-13689	266	7	hayat	hayat	PROPN
aiti-13689	266	8	,	,	PUNCT
aiti-13689	266	9	d.	d.	PROPN
aiti-13689	266	10	ali	ali	PROPN
aiti-13689	266	11	,	,	PUNCT
aiti-13689	266	12	k.	k.	PROPN
aiti-13689	266	13	c.	c.	PROPN
aiti-13689	266	14	monyake	monyake	PROPN
aiti-13689	266	15	,	,	PUNCT
aiti-13689	266	16	l.	l.	PROPN
aiti-13689	266	17	alagha	alagha	PROPN
aiti-13689	266	18	,	,	PUNCT
aiti-13689	266	19	and	and	CCONJ
aiti-13689	266	20	n.	n.	PROPN
aiti-13689	266	21	ahmed	ahmed	PROPN
aiti-13689	266	22	,	,	PUNCT
aiti-13689	266	23	“	"	PUNCT
aiti-13689	266	24	solar	solar	ADJ
aiti-13689	266	25	energy	energy	NOUN
aiti-13689	266	26	—	—	PUNCT
aiti-13689	266	27	a	a	DET
aiti-13689	266	28	look	look	NOUN
aiti-13689	266	29	into	into	ADP
aiti-13689	266	30	power	power	NOUN
aiti-13689	266	31	generation	generation	NOUN
aiti-13689	266	32	,	,	PUNCT
aiti-13689	266	33	challenges	challenge	NOUN
aiti-13689	266	34	,	,	PUNCT
aiti-13689	266	35	and	and	CCONJ
aiti-13689	266	36	a	a	DET
aiti-13689	266	37	solar	solar	NOUN
aiti-13689	266	38	-	-	PUNCT
aiti-13689	266	39	powered	power	VERB
aiti-13689	266	40	future	future	NOUN
aiti-13689	266	41	,	,	PUNCT
aiti-13689	266	42	”	"	PUNCT
aiti-13689	266	43	international	international	ADJ
aiti-13689	266	44	journal	journal	NOUN
aiti-13689	266	45	of	of	ADP
aiti-13689	266	46	energy	energy	NOUN
aiti-13689	266	47	research	research	NOUN
aiti-13689	266	48	,	,	PUNCT
aiti-13689	266	49	vol	vol	NOUN
aiti-13689	266	50	.	.	PROPN
aiti-13689	266	51	43	43	NUM
aiti-13689	266	52	,	,	PUNCT
aiti-13689	266	53	no	no	INTJ
aiti-13689	266	54	.	.	NOUN
aiti-13689	266	55	3	3	NUM
aiti-13689	266	56	,	,	PUNCT
aiti-13689	266	57	pp	pp	ADJ
aiti-13689	266	58	.	.	PUNCT
aiti-13689	267	1	1049	1049	NUM
aiti-13689	267	2	-	-	SYM
aiti-13689	267	3	1067	1067	NUM
aiti-13689	267	4	,	,	PUNCT
aiti-13689	267	5	2019	2019	NUM
aiti-13689	267	6	.	.	PUNCT
aiti-13689	268	1	[	[	X
aiti-13689	268	2	2	2	NUM
aiti-13689	268	3	]	]	PUNCT
aiti-13689	268	4	m.	m.	NOUN
aiti-13689	268	5	s.	s.	PROPN
aiti-13689	268	6	hossain	hossain	PROPN
aiti-13689	268	7	,	,	PUNCT
aiti-13689	268	8	n.	n.	PROPN
aiti-13689	268	9	abboodi	abboodi	PROPN
aiti-13689	268	10	madlool	madlool	NOUN
aiti-13689	268	11	,	,	PUNCT
aiti-13689	268	12	a.	a.	PROPN
aiti-13689	268	13	w.	w.	PROPN
aiti-13689	268	14	al	al	PROPN
aiti-13689	268	15	-	-	PUNCT
aiti-13689	268	16	fatlawi	fatlawi	PROPN
aiti-13689	268	17	,	,	PUNCT
aiti-13689	268	18	and	and	CCONJ
aiti-13689	268	19	m.	m.	PROPN
aiti-13689	268	20	el	el	PROPN
aiti-13689	268	21	haj	haj	PROPN
aiti-13689	268	22	assad	assad	PROPN
aiti-13689	268	23	,	,	PUNCT
aiti-13689	268	24	“	"	PUNCT
aiti-13689	268	25	high	high	ADJ
aiti-13689	268	26	penetration	penetration	NOUN
aiti-13689	268	27	of	of	ADP
aiti-13689	268	28	solar	solar	ADJ
aiti-13689	268	29	photovoltaic	photovoltaic	NOUN
aiti-13689	268	30	structure	structure	NOUN
aiti-13689	268	31	on	on	ADP
aiti-13689	268	32	the	the	DET
aiti-13689	268	33	grid	grid	NOUN
aiti-13689	268	34	system	system	NOUN
aiti-13689	268	35	disruption	disruption	NOUN
aiti-13689	268	36	:	:	PUNCT
aiti-13689	268	37	an	an	DET
aiti-13689	268	38	overview	overview	NOUN
aiti-13689	268	39	of	of	ADP
aiti-13689	268	40	technology	technology	NOUN
aiti-13689	268	41	advancement	advancement	NOUN
aiti-13689	268	42	,	,	PUNCT
aiti-13689	268	43	”	"	PUNCT
aiti-13689	268	44	sustainability	sustainability	NOUN
aiti-13689	268	45	,	,	PUNCT
aiti-13689	268	46	vol	vol	NOUN
aiti-13689	268	47	.	.	PROPN
aiti-13689	268	48	15	15	NUM
aiti-13689	268	49	,	,	PUNCT
aiti-13689	268	50	no	no	INTJ
aiti-13689	268	51	.	.	NOUN
aiti-13689	268	52	2	2	NUM
aiti-13689	268	53	,	,	PUNCT
aiti-13689	268	54	article	article	NOUN
aiti-13689	268	55	no	no	NOUN
aiti-13689	268	56	.	.	PROPN
aiti-13689	268	57	1174	1174	NUM
aiti-13689	268	58	,	,	PUNCT
aiti-13689	268	59	january	january	PROPN
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aiti-13689	268	61	.	.	PUNCT
aiti-13689	269	1	[	[	X
aiti-13689	269	2	3	3	X
aiti-13689	269	3	]	]	PUNCT
aiti-13689	269	4	k.	k.	PROPN
aiti-13689	269	5	jayaswal	jayaswal	PROPN
aiti-13689	269	6	,	,	PUNCT
aiti-13689	269	7	d.	d.	PROPN
aiti-13689	269	8	k.	k.	PROPN
aiti-13689	269	9	palwalia	palwalia	PROPN
aiti-13689	269	10	,	,	PUNCT
aiti-13689	269	11	and	and	CCONJ
aiti-13689	269	12	a.	a.	NOUN
aiti-13689	269	13	sharma	sharma	PROPN
aiti-13689	269	14	,	,	PUNCT
aiti-13689	269	15	“	"	PUNCT
aiti-13689	269	16	renewable	renewable	ADJ
aiti-13689	269	17	energy	energy	NOUN
aiti-13689	269	18	in	in	ADP
aiti-13689	269	19	india	india	PROPN
aiti-13689	269	20	and	and	CCONJ
aiti-13689	269	21	world	world	NOUN
aiti-13689	269	22	for	for	ADP
aiti-13689	269	23	sustainable	sustainable	ADJ
aiti-13689	269	24	development	development	NOUN
aiti-13689	269	25	,	,	PUNCT
aiti-13689	269	26	”	"	PUNCT
aiti-13689	269	27	power	power	NOUN
aiti-13689	269	28	electronics	electronic	NOUN
aiti-13689	269	29	for	for	ADP
aiti-13689	269	30	green	green	ADJ
aiti-13689	269	31	energy	energy	NOUN
aiti-13689	269	32	conversion	conversion	NOUN
aiti-13689	269	33	,	,	PUNCT
aiti-13689	269	34	pp	pp	PROPN
aiti-13689	269	35	.	.	PUNCT
aiti-13689	270	1	67	67	NUM
aiti-13689	270	2	-	-	SYM
aiti-13689	270	3	89	89	NUM
aiti-13689	270	4	,	,	PUNCT
aiti-13689	270	5	2022	2022	NUM
aiti-13689	270	6	.	.	PUNCT
aiti-13689	271	1	[	[	X
aiti-13689	271	2	4	4	X
aiti-13689	271	3	]	]	PUNCT
aiti-13689	271	4	k.	k.	PROPN
aiti-13689	271	5	jayaswal	jayaswal	PROPN
aiti-13689	271	6	,	,	PUNCT
aiti-13689	271	7	g.	g.	PROPN
aiti-13689	271	8	s.	s.	PROPN
aiti-13689	271	9	sharma	sharma	PROPN
aiti-13689	271	10	,	,	PUNCT
aiti-13689	271	11	m.	m.	NOUN
aiti-13689	271	12	s.	s.	PROPN
aiti-13689	271	13	bhaskar	bhaskar	PROPN
aiti-13689	271	14	,	,	PUNCT
aiti-13689	271	15	d.	d.	PROPN
aiti-13689	271	16	j.	j.	PROPN
aiti-13689	271	17	almakhles	almakhles	PROPN
aiti-13689	271	18	,	,	PUNCT
aiti-13689	271	19	u.	u.	PROPN
aiti-13689	271	20	subramaniam	subramaniam	PROPN
aiti-13689	271	21	,	,	PUNCT
aiti-13689	271	22	and	and	CCONJ
aiti-13689	271	23	d.	d.	PROPN
aiti-13689	271	24	k.	k.	PROPN
aiti-13689	271	25	palwalia	palwalia	PROPN
aiti-13689	271	26	,	,	PUNCT
aiti-13689	271	27	“	"	PUNCT
aiti-13689	271	28	global	global	ADJ
aiti-13689	271	29	solar	solar	ADJ
aiti-13689	271	30	insolation	insolation	NOUN
aiti-13689	271	31	estimation	estimation	NOUN
aiti-13689	271	32	and	and	CCONJ
aiti-13689	271	33	investigation	investigation	NOUN
aiti-13689	271	34	:	:	PUNCT
aiti-13689	271	35	a	a	DET
aiti-13689	271	36	case	case	NOUN
aiti-13689	271	37	study	study	NOUN
aiti-13689	271	38	of	of	ADP
aiti-13689	271	39	various	various	ADJ
aiti-13689	271	40	nations	nation	NOUN
aiti-13689	271	41	and	and	CCONJ
aiti-13689	271	42	cities	city	NOUN
aiti-13689	271	43	,	,	PUNCT
aiti-13689	271	44	”	"	PUNCT
aiti-13689	271	45	ieee	ieee	NOUN
aiti-13689	271	46	access	access	NOUN
aiti-13689	271	47	,	,	PUNCT
aiti-13689	271	48	vol	vol	NOUN
aiti-13689	271	49	.	.	NOUN
aiti-13689	271	50	9	9	NUM
aiti-13689	271	51	,	,	PUNCT
aiti-13689	271	52	pp	pp	ADJ
aiti-13689	271	53	.	.	PUNCT
aiti-13689	271	54	88069	88069	NUM
aiti-13689	271	55	-	-	SYM
aiti-13689	271	56	88084	88084	NUM
aiti-13689	271	57	,	,	PUNCT
aiti-13689	271	58	2021	2021	NUM
aiti-13689	271	59	.	.	PUNCT
aiti-13689	272	1	advances	advance	NOUN
aiti-13689	272	2	in	in	ADP
aiti-13689	272	3	technology	technology	NOUN
aiti-13689	272	4	innovation	innovation	NOUN
aiti-13689	272	5	,	,	PUNCT
aiti-13689	272	6	vol	vol	NOUN
aiti-13689	272	7	.	.	PROPN
aiti-13689	272	8	9	9	NUM
aiti-13689	272	9	,	,	PUNCT
aiti-13689	272	10	no	no	INTJ
aiti-13689	272	11	.	.	NOUN
aiti-13689	272	12	3	3	NUM
aiti-13689	272	13	,	,	PUNCT
aiti-13689	272	14	2024	2024	NUM
aiti-13689	272	15	,	,	PUNCT
aiti-13689	272	16	pp	pp	ADJ
aiti-13689	272	17	.	.	PUNCT
aiti-13689	273	1	210	210	NUM
aiti-13689	273	2	-	-	SYM
aiti-13689	273	3	223	223	NUM
aiti-13689	273	4	223	223	NUM
aiti-13689	274	1	[	[	X
aiti-13689	274	2	5	5	NUM
aiti-13689	274	3	]	]	PUNCT
aiti-13689	274	4	j.	j.	PROPN
aiti-13689	274	5	dadkhah	dadkhah	PROPN
aiti-13689	274	6	and	and	CCONJ
aiti-13689	274	7	m.	m.	PROPN
aiti-13689	274	8	niroomand	niroomand	PROPN
aiti-13689	274	9	,	,	PUNCT
aiti-13689	274	10	“	"	PUNCT
aiti-13689	274	11	optimization	optimization	NOUN
aiti-13689	274	12	methods	method	NOUN
aiti-13689	274	13	of	of	ADP
aiti-13689	274	14	mppt	mppt	NOUN
aiti-13689	274	15	parameters	parameter	NOUN
aiti-13689	274	16	for	for	ADP
aiti-13689	274	17	pv	pv	PROPN
aiti-13689	274	18	systems	system	NOUN
aiti-13689	274	19	:	:	PUNCT
aiti-13689	274	20	review	review	NOUN
aiti-13689	274	21	,	,	PUNCT
aiti-13689	274	22	classification	classification	NOUN
aiti-13689	274	23	,	,	PUNCT
aiti-13689	274	24	and	and	CCONJ
aiti-13689	274	25	comparison	comparison	NOUN
aiti-13689	274	26	,	,	PUNCT
aiti-13689	274	27	”	"	PUNCT
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aiti-13689	274	29	of	of	ADP
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aiti-13689	274	31	power	power	NOUN
aiti-13689	274	32	systems	system	NOUN
aiti-13689	274	33	and	and	CCONJ
aiti-13689	274	34	clean	clean	ADJ
aiti-13689	274	35	energy	energy	NOUN
aiti-13689	274	36	,	,	PUNCT
aiti-13689	274	37	vol	vol	NOUN
aiti-13689	274	38	.	.	NOUN
aiti-13689	274	39	9	9	NUM
aiti-13689	274	40	,	,	PUNCT
aiti-13689	274	41	no	no	INTJ
aiti-13689	274	42	.	.	NOUN
aiti-13689	274	43	2	2	NUM
aiti-13689	274	44	,	,	PUNCT
aiti-13689	274	45	pp	pp	ADJ
aiti-13689	274	46	.	.	PUNCT
aiti-13689	275	1	225	225	NUM
aiti-13689	275	2	-	-	SYM
aiti-13689	275	3	236	236	NUM
aiti-13689	275	4	,	,	PUNCT
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aiti-13689	275	6	2021	2021	NUM
aiti-13689	275	7	.	.	PUNCT
aiti-13689	276	1	[	[	X
aiti-13689	276	2	6	6	NUM
aiti-13689	276	3	]	]	PUNCT
aiti-13689	276	4	s.	s.	PROPN
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aiti-13689	276	6	,	,	PUNCT
aiti-13689	276	7	a.	a.	PROPN
aiti-13689	276	8	el	el	PROPN
aiti-13689	276	9	hammoumi	hammoumi	PROPN
aiti-13689	276	10	,	,	PUNCT
aiti-13689	276	11	and	and	CCONJ
aiti-13689	276	12	a.	a.	PROPN
aiti-13689	276	13	el	el	PROPN
aiti-13689	276	14	ghzizal	ghzizal	PROPN
aiti-13689	276	15	,	,	PUNCT
aiti-13689	276	16	“	"	PUNCT
aiti-13689	276	17	photovoltaic	photovoltaic	NOUN
aiti-13689	276	18	system	system	NOUN
aiti-13689	276	19	with	with	ADP
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aiti-13689	276	22	between	between	ADP
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aiti-13689	276	27	existing	existing	PROPN
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aiti-13689	276	29	and	and	CCONJ
aiti-13689	276	30	p&o	p&o	PROPN
aiti-13689	276	31	methods	method	NOUN
aiti-13689	276	32	under	under	ADP
aiti-13689	276	33	fast	fast	ADJ
aiti-13689	276	34	varying	varying	NOUN
aiti-13689	276	35	of	of	ADP
aiti-13689	276	36	solar	solar	ADJ
aiti-13689	276	37	irradiation	irradiation	NOUN
aiti-13689	276	38	,	,	PUNCT
aiti-13689	276	39	”	"	PUNCT
aiti-13689	276	40	energy	energy	NOUN
aiti-13689	276	41	reports	report	NOUN
aiti-13689	276	42	,	,	PUNCT
aiti-13689	276	43	vol	vol	NOUN
aiti-13689	276	44	.	.	PROPN
aiti-13689	276	45	4	4	NUM
aiti-13689	276	46	,	,	PUNCT
aiti-13689	276	47	pp	pp	ADJ
aiti-13689	276	48	.	.	PUNCT
aiti-13689	277	1	341	341	NUM
aiti-13689	277	2	-	-	SYM
aiti-13689	277	3	350	350	NUM
aiti-13689	277	4	,	,	PUNCT
aiti-13689	277	5	november	november	PROPN
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aiti-13689	277	7	.	.	PUNCT
aiti-13689	278	1	[	[	X
aiti-13689	278	2	7	7	X
aiti-13689	278	3	]	]	PUNCT
aiti-13689	278	4	m.	m.	NOUN
aiti-13689	278	5	n.	n.	PROPN
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aiti-13689	278	7	,	,	PUNCT
aiti-13689	278	8	k.	k.	PROPN
aiti-13689	278	9	mahmoud	mahmoud	PROPN
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aiti-13689	278	11	m.	m.	NOUN
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aiti-13689	278	13	,	,	PUNCT
aiti-13689	278	14	and	and	CCONJ
aiti-13689	278	15	m.	m.	NOUN
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aiti-13689	278	17	f.	f.	PROPN
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aiti-13689	278	19	,	,	PUNCT
aiti-13689	278	20	“	"	PUNCT
aiti-13689	278	21	promising	promise	VERB
aiti-13689	278	22	mppt	mppt	NOUN
aiti-13689	278	23	methods	method	NOUN
aiti-13689	278	24	combining	combine	VERB
aiti-13689	278	25	metaheuristic	metaheuristic	ADJ
aiti-13689	278	26	,	,	PUNCT
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aiti-13689	278	28	and	and	CCONJ
aiti-13689	278	29	ann	ann	PROPN
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aiti-13689	278	31	for	for	ADP
aiti-13689	278	32	grid	grid	NOUN
aiti-13689	278	33	-	-	PUNCT
aiti-13689	278	34	connected	connect	VERB
aiti-13689	278	35	photovoltaic	photovoltaic	NOUN
aiti-13689	278	36	,	,	PUNCT
aiti-13689	278	37	”	"	PUNCT
aiti-13689	278	38	sensors	sensor	NOUN
aiti-13689	278	39	,	,	PUNCT
aiti-13689	278	40	vol	vol	NOUN
aiti-13689	278	41	.	.	PROPN
aiti-13689	278	42	21	21	NUM
aiti-13689	278	43	,	,	PUNCT
aiti-13689	278	44	no	no	INTJ
aiti-13689	278	45	.	.	NOUN
aiti-13689	278	46	4	4	NUM
aiti-13689	278	47	,	,	PUNCT
aiti-13689	278	48	article	article	NOUN
aiti-13689	278	49	no	no	NOUN
aiti-13689	278	50	.	.	PROPN
aiti-13689	278	51	1244	1244	NUM
aiti-13689	278	52	,	,	PUNCT
aiti-13689	278	53	february	february	NOUN
aiti-13689	278	54	2021	2021	NUM
aiti-13689	278	55	.	.	PUNCT
aiti-13689	279	1	[	[	X
aiti-13689	279	2	8	8	NUM
aiti-13689	279	3	]	]	X
aiti-13689	279	4	m.	m.	NOUN
aiti-13689	279	5	mao	mao	PROPN
aiti-13689	279	6	,	,	PUNCT
aiti-13689	279	7	l.	l.	PROPN
aiti-13689	279	8	cui	cui	PROPN
aiti-13689	279	9	,	,	PUNCT
aiti-13689	279	10	q.	q.	PROPN
aiti-13689	279	11	zhang	zhang	PROPN
aiti-13689	279	12	,	,	PUNCT
aiti-13689	279	13	k.	k.	PROPN
aiti-13689	279	14	guo	guo	PROPN
aiti-13689	279	15	,	,	PUNCT
aiti-13689	279	16	l.	l.	PROPN
aiti-13689	279	17	zhou	zhou	PROPN
aiti-13689	279	18	,	,	PUNCT
aiti-13689	279	19	and	and	CCONJ
aiti-13689	279	20	h.	h.	PROPN
aiti-13689	279	21	huang	huang	PROPN
aiti-13689	279	22	,	,	PUNCT
aiti-13689	279	23	“	"	PUNCT
aiti-13689	279	24	classification	classification	NOUN
aiti-13689	279	25	and	and	CCONJ
aiti-13689	279	26	summarization	summarization	NOUN
aiti-13689	279	27	of	of	ADP
aiti-13689	279	28	solar	solar	ADJ
aiti-13689	279	29	photovoltaic	photovoltaic	NOUN
aiti-13689	279	30	mppt	mppt	NOUN
aiti-13689	279	31	techniques	technique	NOUN
aiti-13689	279	32	:	:	PUNCT
aiti-13689	279	33	a	a	DET
aiti-13689	279	34	review	review	NOUN
aiti-13689	279	35	based	base	VERB
aiti-13689	279	36	on	on	ADP
aiti-13689	279	37	traditional	traditional	ADJ
aiti-13689	279	38	and	and	CCONJ
aiti-13689	279	39	intelligent	intelligent	ADJ
aiti-13689	279	40	control	control	NOUN
aiti-13689	279	41	strategies	strategy	NOUN
aiti-13689	279	42	,	,	PUNCT
aiti-13689	279	43	”	"	PUNCT
aiti-13689	279	44	energy	energy	NOUN
aiti-13689	279	45	reports	report	NOUN
aiti-13689	279	46	,	,	PUNCT
aiti-13689	279	47	vol	vol	NOUN
aiti-13689	279	48	.	.	PROPN
aiti-13689	279	49	6	6	NUM
aiti-13689	279	50	,	,	PUNCT
aiti-13689	279	51	pp	pp	ADJ
aiti-13689	279	52	.	.	PUNCT
aiti-13689	280	1	1312	1312	NUM
aiti-13689	280	2	-	-	SYM
aiti-13689	280	3	1327	1327	NUM
aiti-13689	280	4	,	,	PUNCT
aiti-13689	280	5	november	november	PROPN
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aiti-13689	280	7	.	.	PUNCT
aiti-13689	281	1	[	[	X
aiti-13689	281	2	9	9	NUM
aiti-13689	281	3	]	]	X
aiti-13689	281	4	m	m	VERB
aiti-13689	281	5	jain	jain	PROPN
aiti-13689	281	6	,	,	PUNCT
aiti-13689	281	7	v.	v.	ADP
aiti-13689	281	8	saihjpal	saihjpal	NOUN
aiti-13689	281	9	,	,	PUNCT
aiti-13689	281	10	n.	n.	PROPN
aiti-13689	281	11	singh	singh	PROPN
aiti-13689	281	12	,	,	PUNCT
aiti-13689	281	13	and	and	CCONJ
aiti-13689	281	14	s.	s.	PROPN
aiti-13689	281	15	b.	b.	PROPN
aiti-13689	281	16	singh	singh	PROPN
aiti-13689	281	17	,	,	PUNCT
aiti-13689	281	18	“	"	PUNCT
aiti-13689	281	19	an	an	DET
aiti-13689	281	20	overview	overview	NOUN
aiti-13689	281	21	of	of	ADP
aiti-13689	281	22	variants	variant	NOUN
aiti-13689	281	23	and	and	CCONJ
aiti-13689	281	24	advancements	advancement	NOUN
aiti-13689	281	25	of	of	ADP
aiti-13689	281	26	pso	pso	NOUN
aiti-13689	281	27	algorithm	algorithm	NOUN
aiti-13689	281	28	,	,	PUNCT
aiti-13689	281	29	”	"	PUNCT
aiti-13689	281	30	applied	apply	VERB
aiti-13689	281	31	sciences	science	NOUN
aiti-13689	281	32	,	,	PUNCT
aiti-13689	281	33	vol	vol	NOUN
aiti-13689	281	34	.	.	PROPN
aiti-13689	281	35	12	12	NUM
aiti-13689	281	36	,	,	PUNCT
aiti-13689	281	37	no	no	INTJ
aiti-13689	281	38	.	.	NOUN
aiti-13689	281	39	17	17	NUM
aiti-13689	281	40	,	,	PUNCT
aiti-13689	281	41	article	article	NOUN
aiti-13689	281	42	no	no	NOUN
aiti-13689	281	43	.	.	PROPN
aiti-13689	281	44	8392	8392	NUM
aiti-13689	281	45	,	,	PUNCT
aiti-13689	281	46	september	september	PROPN
aiti-13689	281	47	2022	2022	NUM
aiti-13689	281	48	.	.	PUNCT
aiti-13689	282	1	[	[	X
aiti-13689	282	2	10	10	NUM
aiti-13689	282	3	]	]	X
aiti-13689	282	4	f.	f.	PROPN
aiti-13689	282	5	marini	marini	PROPN
aiti-13689	282	6	and	and	CCONJ
aiti-13689	282	7	b.	b.	PROPN
aiti-13689	282	8	walczak	walczak	PROPN
aiti-13689	282	9	,	,	PUNCT
aiti-13689	282	10	“	"	PUNCT
aiti-13689	282	11	particle	particle	NOUN
aiti-13689	282	12	swarm	swarm	NOUN
aiti-13689	282	13	optimization	optimization	NOUN
aiti-13689	282	14	(	(	PUNCT
aiti-13689	282	15	pso	pso	NOUN
aiti-13689	282	16	)	)	PUNCT
aiti-13689	282	17	.	.	PUNCT
aiti-13689	283	1	a	a	DET
aiti-13689	283	2	tutorial	tutorial	NOUN
aiti-13689	283	3	,	,	PUNCT
aiti-13689	283	4	”	"	PUNCT
aiti-13689	283	5	chemometrics	chemometric	NOUN
aiti-13689	283	6	and	and	CCONJ
aiti-13689	283	7	intelligent	intelligent	ADJ
aiti-13689	283	8	laboratory	laboratory	NOUN
aiti-13689	283	9	systems	system	NOUN
aiti-13689	283	10	,	,	PUNCT
aiti-13689	283	11	vol	vol	NOUN
aiti-13689	283	12	.	.	PROPN
aiti-13689	283	13	149	149	NUM
aiti-13689	283	14	,	,	PUNCT
aiti-13689	283	15	part	part	NOUN
aiti-13689	283	16	b	b	NOUN
aiti-13689	283	17	,	,	PUNCT
aiti-13689	283	18	pp	pp	PROPN
aiti-13689	283	19	.	.	PUNCT
aiti-13689	284	1	153	153	NUM
aiti-13689	284	2	-	-	SYM
aiti-13689	284	3	165	165	NUM
aiti-13689	284	4	,	,	PUNCT
aiti-13689	284	5	december	december	PROPN
aiti-13689	284	6	2015	2015	NUM
aiti-13689	284	7	.	.	PUNCT
aiti-13689	285	1	[	[	X
aiti-13689	285	2	11	11	NUM
aiti-13689	285	3	]	]	X
aiti-13689	285	4	e.	e.	PROPN
aiti-13689	285	5	rashedi	rashedi	PROPN
aiti-13689	285	6	,	,	PUNCT
aiti-13689	285	7	h.	h.	PROPN
aiti-13689	285	8	nezamabadi	nezamabadi	PROPN
aiti-13689	285	9	-	-	PUNCT
aiti-13689	285	10	pour	pour	NOUN
aiti-13689	285	11	,	,	PUNCT
aiti-13689	285	12	and	and	CCONJ
aiti-13689	285	13	s.	s.	PROPN
aiti-13689	285	14	saryazdi	saryazdi	PROPN
aiti-13689	285	15	,	,	PUNCT
aiti-13689	285	16	“	"	PUNCT
aiti-13689	285	17	gsa	gsa	PROPN
aiti-13689	285	18	:	:	PUNCT
aiti-13689	285	19	a	a	DET
aiti-13689	285	20	gravitational	gravitational	ADJ
aiti-13689	285	21	search	search	NOUN
aiti-13689	285	22	algorithm	algorithm	NOUN
aiti-13689	285	23	,	,	PUNCT
aiti-13689	285	24	”	"	PUNCT
aiti-13689	285	25	information	information	NOUN
aiti-13689	285	26	sciences	science	NOUN
aiti-13689	285	27	,	,	PUNCT
aiti-13689	285	28	vol	vol	NOUN
aiti-13689	285	29	.	.	PROPN
aiti-13689	285	30	179	179	NUM
aiti-13689	285	31	,	,	PUNCT
aiti-13689	285	32	no	no	INTJ
aiti-13689	285	33	.	.	NOUN
aiti-13689	285	34	13	13	NUM
aiti-13689	285	35	,	,	PUNCT
aiti-13689	285	36	pp	pp	ADJ
aiti-13689	285	37	.	.	PUNCT
aiti-13689	286	1	2232	2232	NUM
aiti-13689	286	2	-	-	SYM
aiti-13689	286	3	2248	2248	NUM
aiti-13689	286	4	,	,	PUNCT
aiti-13689	286	5	june	june	PROPN
aiti-13689	286	6	2009	2009	NUM
aiti-13689	286	7	.	.	PUNCT
aiti-13689	287	1	[	[	X
aiti-13689	287	2	12	12	NUM
aiti-13689	287	3	]	]	PUNCT
aiti-13689	287	4	t.	t.	PROPN
aiti-13689	287	5	m.	m.	PROPN
aiti-13689	287	6	shami	shami	PROPN
aiti-13689	287	7	,	,	PUNCT
aiti-13689	287	8	a.	a.	PROPN
aiti-13689	287	9	a.	a.	PROPN
aiti-13689	287	10	el	el	PROPN
aiti-13689	287	11	-	-	PUNCT
aiti-13689	287	12	saleh	saleh	PROPN
aiti-13689	287	13	,	,	PUNCT
aiti-13689	287	14	m.	m.	NOUN
aiti-13689	287	15	alswaitti	alswaitti	PROPN
aiti-13689	287	16	,	,	PUNCT
aiti-13689	287	17	q.	q.	PROPN
aiti-13689	287	18	al	al	PROPN
aiti-13689	287	19	-	-	PUNCT
aiti-13689	287	20	tashi	tashi	PROPN
aiti-13689	287	21	,	,	PUNCT
aiti-13689	287	22	m.	m.	NOUN
aiti-13689	287	23	a.	a.	NOUN
aiti-13689	287	24	summakieh	summakieh	PROPN
aiti-13689	287	25	,	,	PUNCT
aiti-13689	287	26	and	and	CCONJ
aiti-13689	287	27	s.	s.	PROPN
aiti-13689	287	28	mirjalili	mirjalili	PROPN
aiti-13689	287	29	,	,	PUNCT
aiti-13689	287	30	“	"	PUNCT
aiti-13689	287	31	particle	particle	NOUN
aiti-13689	287	32	swarm	swarm	NOUN
aiti-13689	287	33	optimization	optimization	NOUN
aiti-13689	287	34	:	:	PUNCT
aiti-13689	287	35	a	a	DET
aiti-13689	287	36	comprehensive	comprehensive	ADJ
aiti-13689	287	37	survey	survey	NOUN
aiti-13689	287	38	,	,	PUNCT
aiti-13689	287	39	”	"	PUNCT
aiti-13689	287	40	ieee	ieee	NOUN
aiti-13689	287	41	access	access	NOUN
aiti-13689	287	42	,	,	PUNCT
aiti-13689	287	43	vol	vol	NOUN
aiti-13689	287	44	.	.	PROPN
aiti-13689	287	45	10	10	NUM
aiti-13689	287	46	,	,	PUNCT
aiti-13689	287	47	pp	pp	ADJ
aiti-13689	287	48	.	.	PUNCT
aiti-13689	288	1	10031	10031	NUM
aiti-13689	288	2	-	-	SYM
aiti-13689	288	3	10061	10061	NUM
aiti-13689	288	4	,	,	PUNCT
aiti-13689	288	5	2022	2022	NUM
aiti-13689	288	6	.	.	PUNCT
aiti-13689	289	1	[	[	X
aiti-13689	289	2	13	13	NUM
aiti-13689	289	3	]	]	PUNCT
aiti-13689	289	4	g.	g.	PROPN
aiti-13689	289	5	calvinho	calvinho	PROPN
aiti-13689	289	6	,	,	PUNCT
aiti-13689	289	7	j.	j.	PROPN
aiti-13689	289	8	pombo	pombo	PROPN
aiti-13689	289	9	,	,	PUNCT
aiti-13689	289	10	s.	s.	PROPN
aiti-13689	289	11	mariano	mariano	PROPN
aiti-13689	289	12	,	,	PUNCT
aiti-13689	289	13	and	and	CCONJ
aiti-13689	289	14	m.	m.	NOUN
aiti-13689	289	15	do	do	AUX
aiti-13689	289	16	rosario	rosario	PROPN
aiti-13689	289	17	calado	calado	VERB
aiti-13689	289	18	,	,	PUNCT
aiti-13689	289	19	“	"	PUNCT
aiti-13689	289	20	design	design	NOUN
aiti-13689	289	21	and	and	CCONJ
aiti-13689	289	22	implementation	implementation	NOUN
aiti-13689	289	23	of	of	ADP
aiti-13689	289	24	mppt	mppt	NOUN
aiti-13689	289	25	system	system	NOUN
aiti-13689	289	26	based	base	VERB
aiti-13689	289	27	on	on	ADP
aiti-13689	289	28	pso	pso	NOUN
aiti-13689	289	29	algorithm	algorithm	NOUN
aiti-13689	289	30	,	,	PUNCT
aiti-13689	289	31	”	"	PUNCT
aiti-13689	289	32	international	international	ADJ
aiti-13689	289	33	conference	conference	NOUN
aiti-13689	289	34	on	on	ADP
aiti-13689	289	35	intelligent	intelligent	ADJ
aiti-13689	289	36	systems	system	NOUN
aiti-13689	289	37	,	,	PUNCT
aiti-13689	289	38	pp	pp	ADJ
aiti-13689	289	39	.	.	PUNCT
aiti-13689	290	1	733	733	NUM
aiti-13689	290	2	-	-	SYM
aiti-13689	290	3	738	738	NUM
aiti-13689	290	4	,	,	PUNCT
aiti-13689	290	5	september	september	PROPN
aiti-13689	290	6	2018	2018	NUM
aiti-13689	290	7	.	.	PUNCT
aiti-13689	291	1	[	[	X
aiti-13689	291	2	14	14	NUM
aiti-13689	291	3	]	]	X
aiti-13689	291	4	y.	y.	PROPN
aiti-13689	291	5	wang	wang	PROPN
aiti-13689	291	6	and	and	CCONJ
aiti-13689	291	7	b.	b.	PROPN
aiti-13689	291	8	nan	nan	PROPN
aiti-13689	291	9	,	,	PUNCT
aiti-13689	291	10	“	"	PUNCT
aiti-13689	291	11	research	research	NOUN
aiti-13689	291	12	of	of	ADP
aiti-13689	291	13	mppt	mppt	PROPN
aiti-13689	291	14	control	control	PROPN
aiti-13689	291	15	method	method	PROPN
aiti-13689	291	16	based	base	VERB
aiti-13689	291	17	on	on	ADP
aiti-13689	291	18	pso	pso	NOUN
aiti-13689	291	19	algorithm	algorithm	NOUN
aiti-13689	291	20	,	,	PUNCT
aiti-13689	291	21	”	"	PUNCT
aiti-13689	291	22	4th	4th	ADJ
aiti-13689	291	23	international	international	ADJ
aiti-13689	291	24	conference	conference	NOUN
aiti-13689	291	25	on	on	ADP
aiti-13689	291	26	computer	computer	NOUN
aiti-13689	291	27	science	science	NOUN
aiti-13689	291	28	and	and	CCONJ
aiti-13689	291	29	network	network	NOUN
aiti-13689	291	30	technology	technology	NOUN
aiti-13689	291	31	,	,	PUNCT
aiti-13689	291	32	pp	pp	ADJ
aiti-13689	291	33	.	.	PUNCT
aiti-13689	292	1	698	698	NUM
aiti-13689	292	2	-	-	SYM
aiti-13689	292	3	701	701	NUM
aiti-13689	292	4	,	,	PUNCT
aiti-13689	292	5	december	december	PROPN
aiti-13689	292	6	2015	2015	NUM
aiti-13689	292	7	.	.	PUNCT
aiti-13689	293	1	[	[	X
aiti-13689	293	2	15	15	NUM
aiti-13689	293	3	]	]	X
aiti-13689	293	4	k.	k.	NOUN
aiti-13689	293	5	ishaque	ishaque	PROPN
aiti-13689	293	6	,	,	PUNCT
aiti-13689	293	7	z.	z.	PROPN
aiti-13689	293	8	salam	salam	PROPN
aiti-13689	293	9	,	,	PUNCT
aiti-13689	293	10	m.	m.	PROPN
aiti-13689	293	11	amjad	amjad	PROPN
aiti-13689	293	12	,	,	PUNCT
aiti-13689	293	13	and	and	CCONJ
aiti-13689	293	14	s.	s.	PROPN
aiti-13689	293	15	mekhilef	mekhilef	PROPN
aiti-13689	293	16	,	,	PUNCT
aiti-13689	293	17	“	"	PUNCT
aiti-13689	293	18	an	an	DET
aiti-13689	293	19	improved	improved	ADJ
aiti-13689	293	20	particle	particle	NOUN
aiti-13689	293	21	swarm	swarm	NOUN
aiti-13689	293	22	optimization	optimization	NOUN
aiti-13689	293	23	(	(	PUNCT
aiti-13689	293	24	pso)–based	pso)–base	VERB
aiti-13689	293	25	mppt	mppt	NOUN
aiti-13689	293	26	for	for	ADP
aiti-13689	293	27	pv	pv	INTJ
aiti-13689	293	28	with	with	ADP
aiti-13689	293	29	reduced	reduce	VERB
aiti-13689	293	30	steady	steady	ADJ
aiti-13689	293	31	-	-	PUNCT
aiti-13689	293	32	state	state	NOUN
aiti-13689	293	33	oscillation	oscillation	NOUN
aiti-13689	293	34	,	,	PUNCT
aiti-13689	293	35	”	"	PUNCT
aiti-13689	293	36	ieee	ieee	NOUN
aiti-13689	293	37	transactions	transaction	NOUN
aiti-13689	293	38	on	on	ADP
aiti-13689	293	39	power	power	NOUN
aiti-13689	293	40	electronics	electronic	NOUN
aiti-13689	293	41	,	,	PUNCT
aiti-13689	293	42	vol	vol	NOUN
aiti-13689	293	43	.	.	PROPN
aiti-13689	293	44	27	27	NUM
aiti-13689	293	45	,	,	PUNCT
aiti-13689	293	46	no	no	INTJ
aiti-13689	293	47	.	.	NOUN
aiti-13689	293	48	8	8	NUM
aiti-13689	293	49	,	,	PUNCT
aiti-13689	293	50	pp	pp	ADJ
aiti-13689	293	51	.	.	PUNCT
aiti-13689	294	1	3627	3627	NUM
aiti-13689	294	2	-	-	SYM
aiti-13689	294	3	3638	3638	NUM
aiti-13689	294	4	,	,	PUNCT
aiti-13689	294	5	august	august	PROPN
aiti-13689	294	6	2012	2012	NUM
aiti-13689	294	7	.	.	PUNCT
aiti-13689	295	1	[	[	X
aiti-13689	295	2	16	16	NUM
aiti-13689	295	3	]	]	X
aiti-13689	295	4	n.	n.	PROPN
aiti-13689	295	5	a.	a.	PROPN
aiti-13689	295	6	kamal	kamal	PROPN
aiti-13689	295	7	,	,	PUNCT
aiti-13689	295	8	a.	a.	PROPN
aiti-13689	295	9	t.	t.	PROPN
aiti-13689	295	10	azar	azar	PROPN
aiti-13689	295	11	,	,	PUNCT
aiti-13689	295	12	g.	g.	PROPN
aiti-13689	295	13	s.	s.	PROPN
aiti-13689	295	14	elbasuony	elbasuony	PROPN
aiti-13689	295	15	,	,	PUNCT
aiti-13689	295	16	k.	k.	PROPN
aiti-13689	295	17	m.	m.	PROPN
aiti-13689	295	18	almustafa	almustafa	PROPN
aiti-13689	295	19	,	,	PUNCT
aiti-13689	295	20	and	and	CCONJ
aiti-13689	295	21	d.	d.	PROPN
aiti-13689	295	22	almakhles	almakhles	PROPN
aiti-13689	295	23	,	,	PUNCT
aiti-13689	295	24	“	"	PUNCT
aiti-13689	295	25	pso	pso	NOUN
aiti-13689	295	26	-	-	PUNCT
aiti-13689	295	27	based	base	VERB
aiti-13689	295	28	adaptive	adaptive	ADJ
aiti-13689	295	29	perturb	perturb	NOUN
aiti-13689	295	30	and	and	CCONJ
aiti-13689	295	31	observe	observe	VERB
aiti-13689	295	32	mppt	mppt	NOUN
aiti-13689	295	33	technique	technique	NOUN
aiti-13689	295	34	for	for	ADP
aiti-13689	295	35	photovoltaic	photovoltaic	NOUN
aiti-13689	295	36	systems	system	NOUN
aiti-13689	295	37	,	,	PUNCT
aiti-13689	295	38	”	"	PUNCT
aiti-13689	295	39	proceedings	proceeding	NOUN
aiti-13689	295	40	of	of	ADP
aiti-13689	295	41	the	the	DET
aiti-13689	295	42	international	international	ADJ
aiti-13689	295	43	conference	conference	NOUN
aiti-13689	295	44	on	on	ADP
aiti-13689	295	45	advanced	advanced	ADJ
aiti-13689	295	46	intelligent	intelligent	ADJ
aiti-13689	295	47	systems	system	NOUN
aiti-13689	295	48	and	and	CCONJ
aiti-13689	295	49	informatics	informatic	NOUN
aiti-13689	295	50	,	,	PUNCT
aiti-13689	295	51	pp	pp	ADJ
aiti-13689	295	52	.	.	PUNCT
aiti-13689	296	1	125	125	NUM
aiti-13689	296	2	-	-	SYM
aiti-13689	296	3	135	135	NUM
aiti-13689	296	4	,	,	PUNCT
aiti-13689	296	5	october	october	PROPN
aiti-13689	296	6	2019	2019	NUM
aiti-13689	296	7	.	.	PUNCT
aiti-13689	297	1	[	[	X
aiti-13689	297	2	17	17	NUM
aiti-13689	297	3	]	]	X
aiti-13689	297	4	w.	w.	PROPN
aiti-13689	297	5	hayder	hayder	PROPN
aiti-13689	297	6	,	,	PUNCT
aiti-13689	297	7	e.	e.	PROPN
aiti-13689	297	8	ogliari	ogliari	PROPN
aiti-13689	297	9	,	,	PUNCT
aiti-13689	297	10	a.	a.	NOUN
aiti-13689	297	11	dolara	dolara	NOUN
aiti-13689	297	12	,	,	PUNCT
aiti-13689	297	13	a.	a.	NOUN
aiti-13689	297	14	abid	abid	PROPN
aiti-13689	297	15	,	,	PUNCT
aiti-13689	297	16	m.	m.	PROPN
aiti-13689	297	17	ben	ben	PROPN
aiti-13689	297	18	hamed	hamed	PROPN
aiti-13689	297	19	,	,	PUNCT
aiti-13689	297	20	and	and	CCONJ
aiti-13689	297	21	l.	l.	PROPN
aiti-13689	297	22	sbita	sbita	PROPN
aiti-13689	297	23	,	,	PUNCT
aiti-13689	297	24	“	"	PUNCT
aiti-13689	297	25	improved	improved	ADJ
aiti-13689	297	26	pso	pso	NOUN
aiti-13689	297	27	:	:	PUNCT
aiti-13689	297	28	a	a	DET
aiti-13689	297	29	comparative	comparative	ADJ
aiti-13689	297	30	study	study	NOUN
aiti-13689	297	31	in	in	ADP
aiti-13689	297	32	mppt	mppt	PROPN
aiti-13689	297	33	algorithm	algorithm	PROPN
aiti-13689	297	34	for	for	ADP
aiti-13689	297	35	pv	pv	NOUN
aiti-13689	297	36	system	system	NOUN
aiti-13689	297	37	control	control	NOUN
aiti-13689	297	38	under	under	ADP
aiti-13689	297	39	partial	partial	ADJ
aiti-13689	297	40	shading	shading	NOUN
aiti-13689	297	41	conditions	condition	NOUN
aiti-13689	297	42	,	,	PUNCT
aiti-13689	297	43	”	"	PUNCT
aiti-13689	297	44	energies	energy	NOUN
aiti-13689	297	45	,	,	PUNCT
aiti-13689	297	46	vol	vol	NOUN
aiti-13689	297	47	.	.	PROPN
aiti-13689	297	48	13	13	NUM
aiti-13689	297	49	,	,	PUNCT
aiti-13689	297	50	no	no	INTJ
aiti-13689	297	51	.	.	NOUN
aiti-13689	297	52	8	8	NUM
aiti-13689	297	53	,	,	PUNCT
aiti-13689	297	54	article	article	NOUN
aiti-13689	297	55	no	no	NOUN
aiti-13689	297	56	.	.	NOUN
aiti-13689	297	57	2035	2035	NUM
aiti-13689	297	58	,	,	PUNCT
aiti-13689	297	59	april	april	PROPN
aiti-13689	297	60	2020	2020	NUM
aiti-13689	297	61	.	.	PUNCT
aiti-13689	298	1	[	[	X
aiti-13689	298	2	18	18	NUM
aiti-13689	298	3	]	]	PUNCT
aiti-13689	298	4	a.	a.	NOUN
aiti-13689	298	5	hashemi	hashemi	PROPN
aiti-13689	298	6	,	,	PUNCT
aiti-13689	298	7	m.	m.	PROPN
aiti-13689	298	8	b.	b.	PROPN
aiti-13689	298	9	dowlatshahi	dowlatshahi	PROPN
aiti-13689	298	10	,	,	PUNCT
aiti-13689	298	11	and	and	CCONJ
aiti-13689	298	12	h.	h.	PROPN
aiti-13689	298	13	nezamabadi	nezamabadi	PROPN
aiti-13689	298	14	-	-	PUNCT
aiti-13689	298	15	pour	pour	NOUN
aiti-13689	298	16	,	,	PUNCT
aiti-13689	298	17	“	"	PUNCT
aiti-13689	298	18	gravitational	gravitational	ADJ
aiti-13689	298	19	search	search	NOUN
aiti-13689	298	20	algorithm	algorithm	NOUN
aiti-13689	298	21	:	:	PUNCT
aiti-13689	298	22	theory	theory	NOUN
aiti-13689	298	23	,	,	PUNCT
aiti-13689	298	24	literature	literature	NOUN
aiti-13689	298	25	review	review	PROPN
aiti-13689	298	26	,	,	PUNCT
aiti-13689	298	27	and	and	CCONJ
aiti-13689	298	28	applications	application	NOUN
aiti-13689	298	29	,	,	PUNCT
aiti-13689	298	30	”	"	PUNCT
aiti-13689	298	31	handbook	handbook	NOUN
aiti-13689	298	32	of	of	ADP
aiti-13689	298	33	ai	ai	NOUN
aiti-13689	298	34	-	-	PUNCT
aiti-13689	298	35	based	base	VERB
aiti-13689	298	36	metaheuristics	metaheuristic	NOUN
aiti-13689	298	37	,	,	PUNCT
aiti-13689	298	38	pp	pp	ADJ
aiti-13689	298	39	.	.	PUNCT
aiti-13689	299	1	119	119	NUM
aiti-13689	299	2	-	-	SYM
aiti-13689	299	3	150	150	NUM
aiti-13689	299	4	,	,	PUNCT
aiti-13689	299	5	2021	2021	NUM
aiti-13689	299	6	.	.	PUNCT
aiti-13689	300	1	[	[	X
aiti-13689	300	2	19	19	NUM
aiti-13689	300	3	]	]	PUNCT
aiti-13689	300	4	l.	l.	PROPN
aiti-13689	300	5	l.	l.	PROPN
aiti-13689	300	6	li	li	PROPN
aiti-13689	300	7	,	,	PUNCT
aiti-13689	300	8	g.	g.	PROPN
aiti-13689	300	9	q.	q.	PROPN
aiti-13689	300	10	lin	lin	PROPN
aiti-13689	300	11	,	,	PUNCT
aiti-13689	300	12	m.	m.	PROPN
aiti-13689	300	13	l.	l.	PROPN
aiti-13689	300	14	tseng	tseng	PROPN
aiti-13689	300	15	,	,	PUNCT
aiti-13689	300	16	k.	k.	PROPN
aiti-13689	300	17	tan	tan	PROPN
aiti-13689	300	18	,	,	PUNCT
aiti-13689	300	19	and	and	CCONJ
aiti-13689	300	20	m.	m.	PROPN
aiti-13689	300	21	k.	k.	PROPN
aiti-13689	300	22	lim	lim	PROPN
aiti-13689	300	23	,	,	PUNCT
aiti-13689	300	24	“	"	PUNCT
aiti-13689	300	25	a	a	DET
aiti-13689	300	26	maximum	maximum	ADJ
aiti-13689	300	27	power	power	NOUN
aiti-13689	300	28	point	point	NOUN
aiti-13689	300	29	tracking	tracking	NOUN
aiti-13689	300	30	method	method	NOUN
aiti-13689	300	31	for	for	ADP
aiti-13689	300	32	pv	pv	NOUN
aiti-13689	300	33	system	system	NOUN
aiti-13689	300	34	with	with	ADP
aiti-13689	300	35	improved	improved	ADJ
aiti-13689	300	36	gravitational	gravitational	ADJ
aiti-13689	300	37	search	search	NOUN
aiti-13689	300	38	algorithm	algorithm	NOUN
aiti-13689	300	39	,	,	PUNCT
aiti-13689	300	40	”	"	PUNCT
aiti-13689	300	41	applied	apply	VERB
aiti-13689	300	42	soft	soft	ADJ
aiti-13689	300	43	computing	computing	NOUN
aiti-13689	300	44	,	,	PUNCT
aiti-13689	300	45	vol	vol	NOUN
aiti-13689	300	46	.	.	PROPN
aiti-13689	300	47	65	65	NUM
aiti-13689	300	48	,	,	PUNCT
aiti-13689	300	49	pp	pp	ADJ
aiti-13689	300	50	.	.	PUNCT
aiti-13689	301	1	333	333	NUM
aiti-13689	301	2	-	-	SYM
aiti-13689	301	3	348	348	NUM
aiti-13689	301	4	,	,	PUNCT
aiti-13689	301	5	april	april	PROPN
aiti-13689	301	6	2018	2018	NUM
aiti-13689	301	7	.	.	PUNCT
aiti-13689	302	1	[	[	X
aiti-13689	302	2	20	20	NUM
aiti-13689	302	3	]	]	PUNCT
aiti-13689	302	4	k.	k.	PROPN
aiti-13689	302	5	sundareswaran	sundareswaran	PROPN
aiti-13689	302	6	,	,	PUNCT
aiti-13689	302	7	v.	v.	PROPN
aiti-13689	302	8	vigneshkumar	vigneshkumar	PROPN
aiti-13689	302	9	,	,	PUNCT
aiti-13689	302	10	s.	s.	PROPN
aiti-13689	302	11	p.	p.	PROPN
aiti-13689	302	12	simon	simon	PROPN
aiti-13689	302	13	,	,	PUNCT
aiti-13689	302	14	and	and	CCONJ
aiti-13689	302	15	p.	p.	PROPN
aiti-13689	302	16	s.	s.	PROPN
aiti-13689	302	17	r.	r.	PROPN
aiti-13689	302	18	nayak	nayak	PROPN
aiti-13689	302	19	,	,	PUNCT
aiti-13689	302	20	“	"	PUNCT
aiti-13689	302	21	gravitational	gravitational	ADJ
aiti-13689	302	22	search	search	NOUN
aiti-13689	302	23	algorithm	algorithm	NOUN
aiti-13689	302	24	combined	combine	VERB
aiti-13689	302	25	with	with	ADP
aiti-13689	302	26	p&o	p&o	PROPN
aiti-13689	302	27	method	method	NOUN
aiti-13689	302	28	for	for	ADP
aiti-13689	302	29	mppt	mppt	NOUN
aiti-13689	302	30	in	in	ADP
aiti-13689	302	31	pv	pv	PROPN
aiti-13689	302	32	systems	system	NOUN
aiti-13689	302	33	,	,	PUNCT
aiti-13689	302	34	”	"	PUNCT
aiti-13689	302	35	ieee	ieee	PROPN
aiti-13689	302	36	annual	annual	ADJ
aiti-13689	302	37	india	india	PROPN
aiti-13689	302	38	conference	conference	PROPN
aiti-13689	302	39	(	(	PUNCT
aiti-13689	302	40	indicon	indicon	NOUN
aiti-13689	302	41	)	)	PUNCT
aiti-13689	302	42	,	,	PUNCT
aiti-13689	302	43	pp	pp	PROPN
aiti-13689	302	44	.	.	PUNCT
aiti-13689	303	1	1	1	NUM
aiti-13689	303	2	-	-	SYM
aiti-13689	303	3	5	5	NUM
aiti-13689	303	4	,	,	PUNCT
aiti-13689	303	5	december	december	PROPN
aiti-13689	303	6	2016	2016	NUM
aiti-13689	303	7	.	.	PUNCT
aiti-13689	304	1	[	[	X
aiti-13689	304	2	21	21	NUM
aiti-13689	304	3	]	]	X
aiti-13689	304	4	n.	n.	PROPN
aiti-13689	304	5	priyadarshi	priyadarshi	PROPN
aiti-13689	304	6	,	,	PUNCT
aiti-13689	304	7	m.	m.	NOUN
aiti-13689	304	8	s.	s.	PROPN
aiti-13689	304	9	bhaskar	bhaskar	PROPN
aiti-13689	304	10	,	,	PUNCT
aiti-13689	304	11	s.	s.	PROPN
aiti-13689	304	12	padmanaban	padmanaban	PROPN
aiti-13689	304	13	,	,	PUNCT
aiti-13689	304	14	f.	f.	PROPN
aiti-13689	304	15	blaabjerg	blaabjerg	PROPN
aiti-13689	304	16	,	,	PUNCT
aiti-13689	304	17	and	and	CCONJ
aiti-13689	304	18	f.	f.	PROPN
aiti-13689	304	19	azam	azam	PROPN
aiti-13689	304	20	,	,	PUNCT
aiti-13689	304	21	“	"	PUNCT
aiti-13689	304	22	new	new	ADJ
aiti-13689	304	23	cuk	cuk	PROPN
aiti-13689	304	24	–	–	PUNCT
aiti-13689	304	25	sepic	sepic	ADJ
aiti-13689	304	26	converter	converter	NOUN
aiti-13689	304	27	based	base	VERB
aiti-13689	304	28	photovoltaic	photovoltaic	NOUN
aiti-13689	304	29	power	power	NOUN
aiti-13689	304	30	system	system	NOUN
aiti-13689	304	31	with	with	ADP
aiti-13689	304	32	hybrid	hybrid	ADJ
aiti-13689	304	33	gsa	gsa	PROPN
aiti-13689	304	34	–	–	PUNCT
aiti-13689	304	35	pso	pso	NOUN
aiti-13689	304	36	algorithm	algorithm	NOUN
aiti-13689	304	37	employing	employ	VERB
aiti-13689	304	38	mppt	mppt	NOUN
aiti-13689	304	39	for	for	ADP
aiti-13689	304	40	water	water	NOUN
aiti-13689	304	41	pumping	pumping	NOUN
aiti-13689	304	42	applications	application	NOUN
aiti-13689	304	43	,	,	PUNCT
aiti-13689	304	44	”	"	PUNCT
aiti-13689	304	45	iet	iet	PROPN
aiti-13689	304	46	power	power	NOUN
aiti-13689	304	47	electronics	electronic	NOUN
aiti-13689	304	48	,	,	PUNCT
aiti-13689	304	49	vol	vol	NOUN
aiti-13689	304	50	.	.	PROPN
aiti-13689	304	51	13	13	NUM
aiti-13689	304	52	,	,	PUNCT
aiti-13689	304	53	no	no	INTJ
aiti-13689	304	54	.	.	NOUN
aiti-13689	304	55	13	13	NUM
aiti-13689	304	56	,	,	PUNCT
aiti-13689	304	57	pp	pp	ADJ
aiti-13689	304	58	.	.	PUNCT
aiti-13689	304	59	2824	2824	NUM
aiti-13689	304	60	-	-	SYM
aiti-13689	304	61	2830	2830	NUM
aiti-13689	304	62	,	,	PUNCT
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aiti-13689	304	65	.	.	PUNCT
aiti-13689	305	1	[	[	X
aiti-13689	305	2	22	22	NUM
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aiti-13689	305	4	v.	v.	ADP
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aiti-13689	305	6	and	and	CCONJ
aiti-13689	305	7	s.	s.	PROPN
aiti-13689	305	8	singh	singh	PROPN
aiti-13689	305	9	,	,	PUNCT
aiti-13689	305	10	“	"	PUNCT
aiti-13689	305	11	mppt	mppt	NOUN
aiti-13689	305	12	controller	controller	NOUN
aiti-13689	305	13	for	for	ADP
aiti-13689	305	14	solar	solar	ADJ
aiti-13689	305	15	pv	pv	NOUN
aiti-13689	305	16	cells	cell	NOUN
aiti-13689	305	17	using	use	VERB
aiti-13689	305	18	gsapso	gsapso	ADJ
aiti-13689	305	19	algorithm	algorithm	NOUN
aiti-13689	305	20	,	,	PUNCT
aiti-13689	305	21	”	"	PUNCT
aiti-13689	305	22	indian	indian	ADJ
aiti-13689	305	23	journal	journal	NOUN
aiti-13689	305	24	of	of	ADP
aiti-13689	305	25	science	science	NOUN
aiti-13689	305	26	and	and	CCONJ
aiti-13689	305	27	technology	technology	NOUN
aiti-13689	305	28	,	,	PUNCT
aiti-13689	305	29	vol	vol	NOUN
aiti-13689	305	30	.	.	PROPN
aiti-13689	305	31	10	10	NUM
aiti-13689	305	32	,	,	PUNCT
aiti-13689	305	33	no	no	INTJ
aiti-13689	305	34	.	.	NOUN
aiti-13689	305	35	31	31	NUM
aiti-13689	305	36	,	,	PUNCT
aiti-13689	305	37	article	article	NOUN
aiti-13689	305	38	no	no	NOUN
aiti-13689	305	39	.	.	PROPN
aiti-13689	305	40	113869	113869	NUM
aiti-13689	305	41	,	,	PUNCT
aiti-13689	305	42	2017	2017	NUM
aiti-13689	305	43	.	.	PUNCT
aiti-13689	306	1	[	[	X
aiti-13689	306	2	23	23	NUM
aiti-13689	306	3	]	]	PUNCT
aiti-13689	306	4	a.	a.	NOUN
aiti-13689	306	5	k.	k.	PROPN
aiti-13689	306	6	podder	podder	PROPN
aiti-13689	306	7	,	,	PUNCT
aiti-13689	306	8	n.	n.	PROPN
aiti-13689	306	9	k.	k.	PROPN
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aiti-13689	306	11	,	,	PUNCT
aiti-13689	306	12	and	and	CCONJ
aiti-13689	306	13	h.	h.	PROPN
aiti-13689	306	14	r.	r.	PROPN
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aiti-13689	306	16	,	,	PUNCT
aiti-13689	306	17	“	"	PUNCT
aiti-13689	306	18	mppt	mppt	NOUN
aiti-13689	306	19	methods	method	NOUN
aiti-13689	306	20	for	for	ADP
aiti-13689	306	21	solar	solar	ADJ
aiti-13689	306	22	pv	pv	NOUN
aiti-13689	306	23	systems	system	NOUN
aiti-13689	306	24	:	:	PUNCT
aiti-13689	306	25	a	a	DET
aiti-13689	306	26	critical	critical	ADJ
aiti-13689	306	27	review	review	NOUN
aiti-13689	306	28	based	base	VERB
aiti-13689	306	29	on	on	ADP
aiti-13689	306	30	tracking	track	VERB
aiti-13689	306	31	nature	nature	NOUN
aiti-13689	306	32	,	,	PUNCT
aiti-13689	306	33	”	"	PUNCT
aiti-13689	306	34	iet	iet	PROPN
aiti-13689	306	35	renewable	renewable	ADJ
aiti-13689	306	36	power	power	NOUN
aiti-13689	306	37	generation	generation	NOUN
aiti-13689	306	38	,	,	PUNCT
aiti-13689	306	39	vol	vol	NOUN
aiti-13689	306	40	.	.	PROPN
aiti-13689	306	41	13	13	NUM
aiti-13689	306	42	,	,	PUNCT
aiti-13689	306	43	no	no	INTJ
aiti-13689	306	44	.	.	NOUN
aiti-13689	306	45	10	10	NUM
aiti-13689	306	46	,	,	PUNCT
aiti-13689	306	47	pp	pp	ADJ
aiti-13689	306	48	.	.	PUNCT
aiti-13689	306	49	1615	1615	NUM
aiti-13689	306	50	-	-	SYM
aiti-13689	306	51	1632	1632	NUM
aiti-13689	306	52	,	,	PUNCT
aiti-13689	306	53	july	july	PROPN
aiti-13689	306	54	2019	2019	NUM
aiti-13689	306	55	.	.	PUNCT
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aiti-13689	307	2	24	24	NUM
aiti-13689	307	3	]	]	PUNCT
aiti-13689	307	4	a.	a.	PROPN
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aiti-13689	307	6	,	,	PUNCT
aiti-13689	307	7	k.	k.	PROPN
aiti-13689	307	8	almutairi	almutairi	PROPN
aiti-13689	307	9	,	,	PUNCT
aiti-13689	307	10	s.	s.	PROPN
aiti-13689	307	11	padmanaban	padmanaban	PROPN
aiti-13689	307	12	,	,	PUNCT
aiti-13689	307	13	v.	v.	ADP
aiti-13689	307	14	tirth	tirth	NOUN
aiti-13689	307	15	,	,	PUNCT
aiti-13689	307	16	s.	s.	PROPN
aiti-13689	307	17	algarni	algarni	PROPN
aiti-13689	307	18	,	,	PUNCT
aiti-13689	307	19	k.	k.	PROPN
aiti-13689	307	20	irshad	irshad	PROPN
aiti-13689	307	21	,	,	PUNCT
aiti-13689	307	22	et	et	PROPN
aiti-13689	307	23	al	al	PROPN
aiti-13689	307	24	.	.	PROPN
aiti-13689	307	25	,	,	PUNCT
aiti-13689	307	26	“	"	PUNCT
aiti-13689	307	27	investigation	investigation	NOUN
aiti-13689	307	28	of	of	ADP
aiti-13689	307	29	mppt	mppt	NOUN
aiti-13689	307	30	techniques	technique	NOUN
aiti-13689	307	31	under	under	ADP
aiti-13689	307	32	uniform	uniform	NOUN
aiti-13689	307	33	and	and	CCONJ
aiti-13689	307	34	non	non	ADJ
aiti-13689	307	35	-	-	ADJ
aiti-13689	307	36	uniform	uniform	ADJ
aiti-13689	307	37	solar	solar	ADJ
aiti-13689	307	38	irradiation	irradiation	NOUN
aiti-13689	307	39	condition	condition	NOUN
aiti-13689	307	40	–	–	PUNCT
aiti-13689	307	41	a	a	DET
aiti-13689	307	42	retrospection	retrospection	NOUN
aiti-13689	307	43	,	,	PUNCT
aiti-13689	307	44	”	"	PUNCT
aiti-13689	307	45	ieee	ieee	NOUN
aiti-13689	307	46	access	access	NOUN
aiti-13689	307	47	,	,	PUNCT
aiti-13689	307	48	vol	vol	NOUN
aiti-13689	307	49	.	.	PROPN
aiti-13689	307	50	8	8	NUM
aiti-13689	307	51	,	,	PUNCT
aiti-13689	307	52	pp	pp	ADJ
aiti-13689	307	53	.	.	PUNCT
aiti-13689	307	54	127368	127368	NUM
aiti-13689	307	55	-	-	SYM
aiti-13689	307	56	127392	127392	NUM
aiti-13689	307	57	,	,	PUNCT
aiti-13689	307	58	2020	2020	NUM
aiti-13689	307	59	.	.	PUNCT
aiti-13689	308	1	[	[	X
aiti-13689	308	2	25	25	NUM
aiti-13689	308	3	]	]	X
aiti-13689	308	4	s.	s.	PROPN
aiti-13689	308	5	javed	javed	PROPN
aiti-13689	308	6	and	and	CCONJ
aiti-13689	308	7	k.	k.	PROPN
aiti-13689	308	8	ishaque	ishaque	PROPN
aiti-13689	308	9	,	,	PUNCT
aiti-13689	308	10	“	"	PUNCT
aiti-13689	308	11	a	a	DET
aiti-13689	308	12	comprehensive	comprehensive	ADJ
aiti-13689	308	13	analyses	analysis	NOUN
aiti-13689	308	14	with	with	ADP
aiti-13689	308	15	new	new	ADJ
aiti-13689	308	16	findings	finding	NOUN
aiti-13689	308	17	of	of	ADP
aiti-13689	308	18	different	different	ADJ
aiti-13689	308	19	pso	pso	NOUN
aiti-13689	308	20	variants	variant	NOUN
aiti-13689	308	21	for	for	ADP
aiti-13689	308	22	mppt	mppt	NOUN
aiti-13689	308	23	problem	problem	NOUN
aiti-13689	308	24	under	under	ADP
aiti-13689	308	25	partial	partial	ADJ
aiti-13689	308	26	shading	shading	NOUN
aiti-13689	308	27	,	,	PUNCT
aiti-13689	308	28	”	"	PUNCT
aiti-13689	308	29	ain	ain	PROPN
aiti-13689	308	30	shams	sham	NOUN
aiti-13689	308	31	engineering	engineering	NOUN
aiti-13689	308	32	journal	journal	NOUN
aiti-13689	308	33	,	,	PUNCT
aiti-13689	308	34	vol	vol	NOUN
aiti-13689	308	35	.	.	PROPN
aiti-13689	308	36	13	13	NUM
aiti-13689	308	37	,	,	PUNCT
aiti-13689	308	38	no	no	INTJ
aiti-13689	308	39	.	.	NOUN
aiti-13689	308	40	5	5	NUM
aiti-13689	308	41	,	,	PUNCT
aiti-13689	308	42	article	article	NOUN
aiti-13689	308	43	no	no	NOUN
aiti-13689	308	44	.	.	PROPN
aiti-13689	308	45	101680	101680	NUM
aiti-13689	308	46	,	,	PUNCT
aiti-13689	308	47	september	september	PROPN
aiti-13689	308	48	2022	2022	NUM
aiti-13689	308	49	.	.	PUNCT
aiti-13689	309	1	[	[	X
aiti-13689	309	2	26	26	NUM
aiti-13689	309	3	]	]	X
aiti-13689	309	4	n.	n.	PROPN
aiti-13689	309	5	priyadarshi	priyadarshi	PROPN
aiti-13689	309	6	,	,	PUNCT
aiti-13689	309	7	m.	m.	NOUN
aiti-13689	309	8	s.	s.	PROPN
aiti-13689	309	9	bhaskar	bhaskar	PROPN
aiti-13689	309	10	,	,	PUNCT
aiti-13689	309	11	m.	m.	PROPN
aiti-13689	309	12	g.	g.	PROPN
aiti-13689	309	13	hussien	hussien	PROPN
aiti-13689	309	14	,	,	PUNCT
aiti-13689	309	15	b.	b.	PROPN
aiti-13689	309	16	khan	khan	PROPN
aiti-13689	309	17	,	,	PUNCT
aiti-13689	309	18	and	and	CCONJ
aiti-13689	309	19	a.	a.	PROPN
aiti-13689	309	20	e.	e.	PROPN
aiti-13689	309	21	w.	w.	PROPN
aiti-13689	309	22	hassan	hassan	PROPN
aiti-13689	309	23	,	,	PUNCT
aiti-13689	309	24	“	"	PUNCT
aiti-13689	309	25	an	an	DET
aiti-13689	309	26	experimental	experimental	ADJ
aiti-13689	309	27	realization	realization	NOUN
aiti-13689	309	28	of	of	ADP
aiti-13689	309	29	improved	improved	ADJ
aiti-13689	309	30	grid	grid	NOUN
aiti-13689	309	31	integrated	integrate	VERB
aiti-13689	309	32	multilevel	multilevel	NOUN
aiti-13689	309	33	inverter	inverter	NOUN
aiti-13689	309	34	based	base	VERB
aiti-13689	309	35	pv	pv	NOUN
aiti-13689	309	36	systems	system	NOUN
aiti-13689	309	37	with	with	ADP
aiti-13689	309	38	mppt	mppt	PROPN
aiti-13689	309	39	,	,	PUNCT
aiti-13689	309	40	”	"	PUNCT
aiti-13689	309	41	iet	iet	ADJ
aiti-13689	309	42	renewable	renewable	ADJ
aiti-13689	309	43	power	power	NOUN
aiti-13689	309	44	generation	generation	NOUN
aiti-13689	309	45	,	,	PUNCT
aiti-13689	309	46	in	in	ADP
aiti-13689	309	47	press	press	NOUN
aiti-13689	309	48	.	.	PUNCT
aiti-13689	310	1	https://doi.org/10.1049/rpg2.12652	https://doi.org/10.1049/rpg2.12652	PUNCT
aiti-13689	311	1	[	[	X
aiti-13689	311	2	27	27	NUM
aiti-13689	311	3	]	]	PUNCT
aiti-13689	311	4	k.	k.	PROPN
aiti-13689	311	5	aygül	aygül	PROPN
aiti-13689	311	6	,	,	PUNCT
aiti-13689	311	7	m.	m.	NOUN
aiti-13689	311	8	cikan	cikan	PROPN
aiti-13689	311	9	,	,	PUNCT
aiti-13689	311	10	t.	t.	PROPN
aiti-13689	311	11	demirdelen	demirdelen	PROPN
aiti-13689	311	12	,	,	PUNCT
aiti-13689	311	13	and	and	CCONJ
aiti-13689	311	14	m.	m.	NOUN
aiti-13689	311	15	tumay	tumay	PROPN
aiti-13689	311	16	,	,	PUNCT
aiti-13689	311	17	“	"	PUNCT
aiti-13689	311	18	butterfly	butterfly	NOUN
aiti-13689	311	19	optimization	optimization	NOUN
aiti-13689	311	20	algorithm	algorithm	NOUN
aiti-13689	311	21	based	base	VERB
aiti-13689	311	22	maximum	maximum	ADJ
aiti-13689	311	23	power	power	NOUN
aiti-13689	311	24	point	point	NOUN
aiti-13689	311	25	tracking	tracking	NOUN
aiti-13689	311	26	of	of	ADP
aiti-13689	311	27	photovoltaic	photovoltaic	NOUN
aiti-13689	311	28	systems	system	NOUN
aiti-13689	311	29	under	under	ADP
aiti-13689	311	30	partial	partial	ADJ
aiti-13689	311	31	shading	shading	NOUN
aiti-13689	311	32	condition	condition	NOUN
aiti-13689	311	33	,	,	PUNCT
aiti-13689	311	34	”	"	PUNCT
aiti-13689	311	35	energy	energy	NOUN
aiti-13689	311	36	sources	source	NOUN
aiti-13689	311	37	,	,	PUNCT
aiti-13689	311	38	part	part	NOUN
aiti-13689	311	39	a	a	DET
aiti-13689	311	40	:	:	PUNCT
aiti-13689	311	41	recovery	recovery	NOUN
aiti-13689	311	42	,	,	PUNCT
aiti-13689	311	43	utilization	utilization	NOUN
aiti-13689	311	44	,	,	PUNCT
aiti-13689	311	45	and	and	CCONJ
aiti-13689	311	46	environmental	environmental	ADJ
aiti-13689	311	47	effects	effect	NOUN
aiti-13689	311	48	,	,	PUNCT
aiti-13689	311	49	vol	vol	NOUN
aiti-13689	311	50	.	.	PROPN
aiti-13689	311	51	45	45	NUM
aiti-13689	311	52	,	,	PUNCT
aiti-13689	311	53	no	no	INTJ
aiti-13689	311	54	.	.	NOUN
aiti-13689	311	55	3	3	NUM
aiti-13689	311	56	,	,	PUNCT
aiti-13689	311	57	pp	pp	ADJ
aiti-13689	311	58	.	.	PUNCT
aiti-13689	311	59	8337	8337	NUM
aiti-13689	311	60	-	-	SYM
aiti-13689	311	61	8355	8355	NUM
aiti-13689	311	62	,	,	PUNCT
aiti-13689	311	63	2023	2023	NUM
aiti-13689	311	64	.	.	PUNCT
aiti-13689	312	1	copyright	copyright	NOUN
aiti-13689	312	2	©	©	PROPN
aiti-13689	312	3	by	by	ADP
aiti-13689	312	4	the	the	DET
aiti-13689	312	5	authors	author	NOUN
aiti-13689	312	6	.	.	PUNCT
aiti-13689	313	1	licensee	licensee	PROPN
aiti-13689	313	2	taeti	taeti	PROPN
aiti-13689	313	3	,	,	PUNCT
aiti-13689	313	4	taiwan	taiwan	PROPN
aiti-13689	313	5	.	.	PUNCT
aiti-13689	314	1	this	this	DET
aiti-13689	314	2	article	article	NOUN
aiti-13689	314	3	is	be	AUX
aiti-13689	314	4	an	an	DET
aiti-13689	314	5	open	open	ADJ
aiti-13689	314	6	-	-	PUNCT
aiti-13689	314	7	access	access	NOUN
aiti-13689	314	8	article	article	NOUN
aiti-13689	314	9	distributed	distribute	VERB
aiti-13689	314	10	under	under	ADP
aiti-13689	314	11	the	the	DET
aiti-13689	314	12	terms	term	NOUN
aiti-13689	314	13	and	and	CCONJ
aiti-13689	314	14	conditions	condition	NOUN
aiti-13689	314	15	of	of	ADP
aiti-13689	314	16	the	the	DET
aiti-13689	314	17	creative	creative	ADJ
aiti-13689	314	18	commons	common	NOUN
aiti-13689	314	19	attribution	attribution	NOUN
aiti-13689	314	20	(	(	PUNCT
aiti-13689	314	21	cc	cc	NOUN
aiti-13689	314	22	by	by	ADP
aiti-13689	314	23	-	-	PUNCT
aiti-13689	314	24	nc	nc	NOUN
aiti-13689	314	25	)	)	PUNCT
aiti-13689	314	26	license	license	NOUN
aiti-13689	314	27	(	(	PUNCT
aiti-13689	314	28	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	NOUN
aiti-13689	314	29	)	)	PUNCT
aiti-13689	314	30	.	.	PUNCT