id	sid	tid	token	lemma	pos
ajmri-4821	1	1	pa	pa	PROPN
ajmri-4821	1	2	ge	ge	PROPN
ajmri-4821	1	3	1	1	NUM
ajmri-4821	1	4	pa	pa	PROPN
ajmri-4821	1	5	ge	ge	PROPN
ajmri-4821	1	6	20	20	NUM
ajmri-4821	1	7	5	5	NUM
ajmri-4821	1	8	american	american	ADJ
ajmri-4821	1	9	journal	journal	NOUN
ajmri-4821	1	10	of	of	ADP
ajmri-4821	1	11	multidisciplinary	multidisciplinary	ADJ
ajmri-4821	1	12	research	research	NOUN
ajmri-4821	1	13	and	and	CCONJ
ajmri-4821	1	14	innovation	innovation	NOUN
ajmri-4821	1	15	(	(	PUNCT
ajmri-4821	1	16	ajmri	ajmri	NOUN
ajmri-4821	1	17	)	)	PUNCT
ajmri-4821	1	18	improving	improve	VERB
ajmri-4821	1	19	constant	constant	ADJ
ajmri-4821	1	20	power	power	NOUN
ajmri-4821	1	21	supply	supply	NOUN
ajmri-4821	1	22	in	in	ADP
ajmri-4821	1	23	renewable	renewable	ADJ
ajmri-4821	1	24	energy	energy	NOUN
ajmri-4821	1	25	integration	integration	NOUN
ajmri-4821	1	26	and	and	CCONJ
ajmri-4821	1	27	optimization	optimization	NOUN
ajmri-4821	1	28	using	use	VERB
ajmri-4821	1	29	ann	ann	PROPN
ajmri-4821	1	30	based	base	VERB
ajmri-4821	1	31	svc	svc	PROPN
ajmri-4821	1	32	chukwuagu	chukwuagu	PROPN
ajmri-4821	1	33	m.	m.	PROPN
ajmri-4821	1	34	ifeanyi1	ifeanyi1	PROPN
ajmri-4821	1	35	*	*	PROPN
ajmri-4821	1	36	,	,	PUNCT
ajmri-4821	1	37	ogbu	ogbu	ADV
ajmri-4821	1	38	gregory2	gregory2	NOUN
ajmri-4821	1	39	,	,	PUNCT
ajmri-4821	1	40	chukwu	chukwu	NOUN
ajmri-4821	1	41	linus2	linus2	PROPN
ajmri-4821	1	42	volume	volume	NOUN
ajmri-4821	1	43	4	4	NUM
ajmri-4821	1	44	issue	issue	NOUN
ajmri-4821	1	45	3	3	NUM
ajmri-4821	1	46	,	,	PUNCT
ajmri-4821	1	47	year	year	NOUN
ajmri-4821	1	48	2025	2025	NUM
ajmri-4821	1	49	issn	issn	NOUN
ajmri-4821	1	50	:	:	PUNCT
ajmri-4821	1	51	2158	2158	NUM
ajmri-4821	1	52	-	-	SYM
ajmri-4821	1	53	8155	8155	NUM
ajmri-4821	1	54	(	(	PUNCT
ajmri-4821	1	55	online	online	NOUN
ajmri-4821	1	56	)	)	PUNCT
ajmri-4821	1	57	,	,	PUNCT
ajmri-4821	1	58	2832	2832	NUM
ajmri-4821	1	59	-	-	SYM
ajmri-4821	1	60	4854	4854	NUM
ajmri-4821	1	61	(	(	PUNCT
ajmri-4821	1	62	print	print	NOUN
ajmri-4821	1	63	)	)	PUNCT
ajmri-4821	1	64	doi	doi	NOUN
ajmri-4821	1	65	:	:	PUNCT
ajmri-4821	1	66	https://doi.org/10.54536/ajmri.v4i3.4821	https://doi.org/10.54536/ajmri.v4i3.4821	ADP
ajmri-4821	1	67	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	ADJ
ajmri-4821	1	68	article	article	NOUN
ajmri-4821	1	69	information	information	NOUN
ajmri-4821	1	70	abstract	abstract	ADV
ajmri-4821	1	71	received	receive	VERB
ajmri-4821	1	72	:	:	PUNCT
ajmri-4821	1	73	march	march	PROPN
ajmri-4821	1	74	18	18	NUM
ajmri-4821	1	75	,	,	PUNCT
ajmri-4821	1	76	2025	2025	NUM
ajmri-4821	1	77	accepted	accept	VERB
ajmri-4821	1	78	:	:	PUNCT
ajmri-4821	1	79	april	april	PROPN
ajmri-4821	1	80	24	24	NUM
ajmri-4821	1	81	,	,	PUNCT
ajmri-4821	1	82	2025	2025	NUM
ajmri-4821	1	83	published	publish	VERB
ajmri-4821	1	84	:	:	PUNCT
ajmri-4821	1	85	may	may	AUX
ajmri-4821	1	86	29	29	NUM
ajmri-4821	1	87	,	,	PUNCT
ajmri-4821	1	88	2025	2025	NUM
ajmri-4821	1	89	the	the	DET
ajmri-4821	1	90	consistent	consistent	ADJ
ajmri-4821	1	91	power	power	NOUN
ajmri-4821	1	92	failure	failure	NOUN
ajmri-4821	1	93	in	in	ADP
ajmri-4821	1	94	the	the	DET
ajmri-4821	1	95	country	country	NOUN
ajmri-4821	1	96	today	today	NOUN
ajmri-4821	1	97	that	that	PRON
ajmri-4821	1	98	has	have	VERB
ajmri-4821	1	99	crippled	cripple	VERB
ajmri-4821	1	100	business	business	NOUN
ajmri-4821	1	101	activities	activity	NOUN
ajmri-4821	1	102	that	that	PRON
ajmri-4821	1	103	solely	solely	ADV
ajmri-4821	1	104	depend	depend	VERB
ajmri-4821	1	105	on	on	ADP
ajmri-4821	1	106	power	power	NOUN
ajmri-4821	1	107	for	for	ADP
ajmri-4821	1	108	their	their	PRON
ajmri-4821	1	109	daily	daily	ADJ
ajmri-4821	1	110	activities	activity	NOUN
ajmri-4821	1	111	are	be	AUX
ajmri-4821	1	112	caused	cause	VERB
ajmri-4821	1	113	by	by	ADP
ajmri-4821	1	114	intermittency	intermittency	NOUN
ajmri-4821	1	115	of	of	ADP
ajmri-4821	1	116	renewable	renewable	ADJ
ajmri-4821	1	117	energy	energy	NOUN
ajmri-4821	1	118	sources	source	NOUN
ajmri-4821	1	119	,	,	PUNCT
ajmri-4821	1	120	inadequate	inadequate	ADJ
ajmri-4821	1	121	energy	energy	NOUN
ajmri-4821	1	122	storage	storage	NOUN
ajmri-4821	1	123	systems	system	NOUN
ajmri-4821	1	124	,	,	PUNCT
ajmri-4821	1	125	grid	grid	NOUN
ajmri-4821	1	126	instability	instability	NOUN
ajmri-4821	1	127	and	and	CCONJ
ajmri-4821	1	128	voltage	voltage	NOUN
ajmri-4821	1	129	fluctuations	fluctuation	NOUN
ajmri-4821	1	130	,	,	PUNCT
ajmri-4821	1	131	transmission	transmission	NOUN
ajmri-4821	1	132	and	and	CCONJ
ajmri-4821	1	133	distribution	distribution	NOUN
ajmri-4821	1	134	losses	loss	NOUN
ajmri-4821	1	135	,	,	PUNCT
ajmri-4821	1	136	lack	lack	NOUN
ajmri-4821	1	137	of	of	ADP
ajmri-4821	1	138	grid	grid	NOUN
ajmri-4821	1	139	flexibility	flexibility	NOUN
ajmri-4821	1	140	and	and	CCONJ
ajmri-4821	1	141	modernization	modernization	NOUN
ajmri-4821	1	142	,	,	PUNCT
ajmri-4821	1	143	reactive	reactive	ADJ
ajmri-4821	1	144	power	power	NOUN
ajmri-4821	1	145	imbalance	imbalance	NOUN
ajmri-4821	1	146	,	,	PUNCT
ajmri-4821	1	147	inadequate	inadequate	ADJ
ajmri-4821	1	148	backup	backup	NOUN
ajmri-4821	1	149	power	power	NOUN
ajmri-4821	1	150	systems	system	NOUN
ajmri-4821	1	151	,	,	PUNCT
ajmri-4821	1	152	weather	weather	NOUN
ajmri-4821	1	153	-	-	PUNCT
ajmri-4821	1	154	related	relate	VERB
ajmri-4821	1	155	factors	factor	NOUN
ajmri-4821	1	156	,	,	PUNCT
ajmri-4821	1	157	harmonic	harmonic	ADJ
ajmri-4821	1	158	distortions	distortion	NOUN
ajmri-4821	1	159	and	and	CCONJ
ajmri-4821	1	160	power	power	NOUN
ajmri-4821	1	161	quality	quality	NOUN
ajmri-4821	1	162	issues	issue	NOUN
ajmri-4821	1	163	and	and	CCONJ
ajmri-4821	1	164	regulatory	regulatory	ADJ
ajmri-4821	1	165	and	and	CCONJ
ajmri-4821	1	166	policy	policy	NOUN
ajmri-4821	1	167	barriers	barrier	NOUN
ajmri-4821	1	168	.	.	PUNCT
ajmri-4821	2	1	to	to	PART
ajmri-4821	2	2	outwit	outwit	VERB
ajmri-4821	2	3	this	this	PRON
ajmri-4821	2	4	there	there	PRON
ajmri-4821	2	5	was	be	VERB
ajmri-4821	2	6	an	an	DET
ajmri-4821	2	7	introduction	introduction	NOUN
ajmri-4821	2	8	of	of	ADP
ajmri-4821	2	9	improving	improve	VERB
ajmri-4821	2	10	constant	constant	ADJ
ajmri-4821	2	11	power	power	NOUN
ajmri-4821	2	12	supply	supply	NOUN
ajmri-4821	2	13	in	in	ADP
ajmri-4821	2	14	renewable	renewable	ADJ
ajmri-4821	2	15	energy	energy	NOUN
ajmri-4821	2	16	integration	integration	NOUN
ajmri-4821	2	17	and	and	CCONJ
ajmri-4821	2	18	optimization	optimization	NOUN
ajmri-4821	2	19	using	use	VERB
ajmri-4821	2	20	ann	ann	PROPN
ajmri-4821	2	21	based	based	PROPN
ajmri-4821	2	22	svc	svc	PROPN
ajmri-4821	2	23	.	.	PUNCT
ajmri-4821	3	1	to	to	PART
ajmri-4821	3	2	vehemently	vehemently	ADV
ajmri-4821	3	3	achieved	achieve	VERB
ajmri-4821	3	4	this	this	PRON
ajmri-4821	3	5	,	,	PUNCT
ajmri-4821	3	6	it	it	PRON
ajmri-4821	3	7	was	be	AUX
ajmri-4821	3	8	done	do	VERB
ajmri-4821	3	9	in	in	ADP
ajmri-4821	3	10	this	this	DET
ajmri-4821	3	11	manner	manner	NOUN
ajmri-4821	3	12	,	,	PUNCT
ajmri-4821	3	13	characterizing	characterize	VERB
ajmri-4821	3	14	and	and	CCONJ
ajmri-4821	3	15	establishing	establish	VERB
ajmri-4821	3	16	the	the	DET
ajmri-4821	3	17	causes	cause	NOUN
ajmri-4821	3	18	of	of	ADP
ajmri-4821	3	19	power	power	NOUN
ajmri-4821	3	20	failure	failure	NOUN
ajmri-4821	3	21	in	in	ADP
ajmri-4821	3	22	improving	improve	VERB
ajmri-4821	3	23	constant	constant	ADJ
ajmri-4821	3	24	power	power	NOUN
ajmri-4821	3	25	supply	supply	NOUN
ajmri-4821	3	26	in	in	ADP
ajmri-4821	3	27	renewable	renewable	ADJ
ajmri-4821	3	28	energy	energy	NOUN
ajmri-4821	3	29	integration	integration	NOUN
ajmri-4821	3	30	and	and	CCONJ
ajmri-4821	3	31	optimization	optimization	NOUN
ajmri-4821	3	32	,	,	PUNCT
ajmri-4821	3	33	training	train	VERB
ajmri-4821	3	34	ann	ann	PROPN
ajmri-4821	3	35	in	in	ADP
ajmri-4821	3	36	the	the	DET
ajmri-4821	3	37	established	establish	VERB
ajmri-4821	3	38	causes	cause	NOUN
ajmri-4821	3	39	of	of	ADP
ajmri-4821	3	40	power	power	NOUN
ajmri-4821	3	41	failure	failure	NOUN
ajmri-4821	3	42	for	for	ADP
ajmri-4821	3	43	effective	effective	ADJ
ajmri-4821	3	44	minimization	minimization	NOUN
ajmri-4821	3	45	in	in	ADP
ajmri-4821	3	46	improving	improve	VERB
ajmri-4821	3	47	constant	constant	ADJ
ajmri-4821	3	48	power	power	NOUN
ajmri-4821	3	49	supply	supply	NOUN
ajmri-4821	3	50	in	in	ADP
ajmri-4821	3	51	renewable	renewable	ADJ
ajmri-4821	3	52	energy	energy	NOUN
ajmri-4821	3	53	integration	integration	NOUN
ajmri-4821	3	54	and	and	CCONJ
ajmri-4821	3	55	optimization	optimization	NOUN
ajmri-4821	3	56	,	,	PUNCT
ajmri-4821	3	57	designing	design	VERB
ajmri-4821	3	58	a	a	DET
ajmri-4821	3	59	simulink	simulink	NOUN
ajmri-4821	3	60	model	model	NOUN
ajmri-4821	3	61	for	for	ADP
ajmri-4821	3	62	svc	svc	PROPN
ajmri-4821	3	63	,	,	PUNCT
ajmri-4821	3	64	developing	develop	VERB
ajmri-4821	3	65	an	an	DET
ajmri-4821	3	66	algorithm	algorithm	NOUN
ajmri-4821	3	67	that	that	PRON
ajmri-4821	3	68	will	will	AUX
ajmri-4821	3	69	implement	implement	VERB
ajmri-4821	3	70	the	the	DET
ajmri-4821	3	71	process	process	NOUN
ajmri-4821	3	72	,	,	PUNCT
ajmri-4821	3	73	designing	design	VERB
ajmri-4821	3	74	a	a	DET
ajmri-4821	3	75	simulink	simulink	NOUN
ajmri-4821	3	76	model	model	NOUN
ajmri-4821	3	77	for	for	ADP
ajmri-4821	3	78	improving	improve	VERB
ajmri-4821	3	79	constant	constant	ADJ
ajmri-4821	3	80	power	power	NOUN
ajmri-4821	3	81	supply	supply	NOUN
ajmri-4821	3	82	in	in	ADP
ajmri-4821	3	83	renewable	renewable	ADJ
ajmri-4821	3	84	energy	energy	NOUN
ajmri-4821	3	85	integration	integration	NOUN
ajmri-4821	3	86	and	and	CCONJ
ajmri-4821	3	87	optimization	optimization	NOUN
ajmri-4821	3	88	using	use	VERB
ajmri-4821	3	89	ann	ann	PROPN
ajmri-4821	3	90	based	base	VERB
ajmri-4821	3	91	svc	svc	PROPN
ajmri-4821	3	92	and	and	CCONJ
ajmri-4821	3	93	validating	validate	VERB
ajmri-4821	3	94	and	and	CCONJ
ajmri-4821	3	95	justifying	justify	VERB
ajmri-4821	3	96	percentage	percentage	NOUN
ajmri-4821	3	97	improvement	improvement	NOUN
ajmri-4821	3	98	in	in	ADP
ajmri-4821	3	99	the	the	DET
ajmri-4821	3	100	reduction	reduction	NOUN
ajmri-4821	3	101	of	of	ADP
ajmri-4821	3	102	establish	establish	VERB
ajmri-4821	3	103	causes	cause	NOUN
ajmri-4821	3	104	of	of	ADP
ajmri-4821	3	105	power	power	NOUN
ajmri-4821	3	106	failure	failure	NOUN
ajmri-4821	3	107	in	in	ADP
ajmri-4821	3	108	improving	improve	VERB
ajmri-4821	3	109	constant	constant	ADJ
ajmri-4821	3	110	power	power	NOUN
ajmri-4821	3	111	supply	supply	NOUN
ajmri-4821	3	112	in	in	ADP
ajmri-4821	3	113	renewable	renewable	ADJ
ajmri-4821	3	114	energy	energy	NOUN
ajmri-4821	3	115	integration	integration	NOUN
ajmri-4821	3	116	and	and	CCONJ
ajmri-4821	3	117	optimization	optimization	NOUN
ajmri-4821	3	118	with	with	ADP
ajmri-4821	3	119	and	and	CCONJ
ajmri-4821	3	120	without	without	ADP
ajmri-4821	3	121	ann	ann	PROPN
ajmri-4821	3	122	based	based	PROPN
ajmri-4821	3	123	svc	svc	PROPN
ajmri-4821	3	124	.	.	PUNCT
ajmri-4821	4	1	the	the	DET
ajmri-4821	4	2	results	result	NOUN
ajmri-4821	4	3	obtained	obtain	VERB
ajmri-4821	4	4	were	be	AUX
ajmri-4821	4	5	the	the	DET
ajmri-4821	4	6	conventional	conventional	ADJ
ajmri-4821	4	7	intermittency	intermittency	NOUN
ajmri-4821	4	8	of	of	ADP
ajmri-4821	4	9	renewable	renewable	ADJ
ajmri-4821	4	10	energy	energy	NOUN
ajmri-4821	4	11	cause	cause	NOUN
ajmri-4821	4	12	of	of	ADP
ajmri-4821	4	13	power	power	NOUN
ajmri-4821	4	14	failure	failure	NOUN
ajmri-4821	4	15	in	in	ADP
ajmri-4821	4	16	improving	improve	VERB
ajmri-4821	4	17	constant	constant	ADJ
ajmri-4821	4	18	power	power	NOUN
ajmri-4821	4	19	supply	supply	NOUN
ajmri-4821	4	20	in	in	ADP
ajmri-4821	4	21	renewable	renewable	ADJ
ajmri-4821	4	22	energy	energy	NOUN
ajmri-4821	4	23	integration	integration	NOUN
ajmri-4821	4	24	and	and	CCONJ
ajmri-4821	4	25	optimization	optimization	NOUN
ajmri-4821	4	26	was30	was30	NOUN
ajmri-4821	4	27	%	%	NOUN
ajmri-4821	4	28	.	.	PUNCT
ajmri-4821	5	1	meanwhile	meanwhile	ADV
ajmri-4821	5	2	,	,	PUNCT
ajmri-4821	5	3	when	when	SCONJ
ajmri-4821	5	4	ann	ann	PROPN
ajmri-4821	5	5	based	base	VERB
ajmri-4821	5	6	svc	svc	PROPN
ajmri-4821	5	7	was	be	AUX
ajmri-4821	5	8	integrated	integrate	VERB
ajmri-4821	5	9	in	in	ADP
ajmri-4821	5	10	the	the	DET
ajmri-4821	5	11	system	system	NOUN
ajmri-4821	5	12	,	,	PUNCT
ajmri-4821	5	13	it	it	PRON
ajmri-4821	5	14	automatically	automatically	ADV
ajmri-4821	5	15	reduced	reduce	VERB
ajmri-4821	5	16	the	the	DET
ajmri-4821	5	17	core	core	NOUN
ajmri-4821	5	18	cause	cause	NOUN
ajmri-4821	5	19	of	of	ADP
ajmri-4821	5	20	power	power	NOUN
ajmri-4821	5	21	failure	failure	NOUN
ajmri-4821	5	22	from	from	ADP
ajmri-4821	5	23	30	30	NUM
ajmri-4821	5	24	%	%	NOUN
ajmri-4821	5	25	to	to	ADP
ajmri-4821	5	26	25.84	25.84	NUM
ajmri-4821	5	27	%	%	NOUN
ajmri-4821	5	28	thereby	thereby	ADV
ajmri-4821	5	29	improving	improve	VERB
ajmri-4821	5	30	constant	constant	ADJ
ajmri-4821	5	31	power	power	NOUN
ajmri-4821	5	32	supply	supply	NOUN
ajmri-4821	5	33	,	,	PUNCT
ajmri-4821	5	34	the	the	DET
ajmri-4821	5	35	conventional	conventional	ADJ
ajmri-4821	5	36	grid	grid	NOUN
ajmri-4821	5	37	instability	instability	NOUN
ajmri-4821	5	38	and	and	CCONJ
ajmri-4821	5	39	voltage	voltage	NOUN
ajmri-4821	5	40	fluctuations	fluctuation	NOUN
ajmri-4821	5	41	cause	cause	NOUN
ajmri-4821	5	42	of	of	ADP
ajmri-4821	5	43	power	power	NOUN
ajmri-4821	5	44	failure	failure	NOUN
ajmri-4821	5	45	in	in	ADP
ajmri-4821	5	46	improving	improve	VERB
ajmri-4821	5	47	constant	constant	ADJ
ajmri-4821	5	48	power	power	NOUN
ajmri-4821	5	49	supply	supply	NOUN
ajmri-4821	5	50	in	in	ADP
ajmri-4821	5	51	renewable	renewable	ADJ
ajmri-4821	5	52	energy	energy	NOUN
ajmri-4821	5	53	integration	integration	NOUN
ajmri-4821	5	54	and	and	CCONJ
ajmri-4821	5	55	optimization	optimization	NOUN
ajmri-4821	5	56	was	be	AUX
ajmri-4821	5	57	15	15	NUM
ajmri-4821	5	58	%	%	NOUN
ajmri-4821	5	59	.	.	PUNCT
ajmri-4821	6	1	meanwhile	meanwhile	ADV
ajmri-4821	6	2	,	,	PUNCT
ajmri-4821	6	3	when	when	SCONJ
ajmri-4821	6	4	an	an	DET
ajmri-4821	6	5	ann	ann	PROPN
ajmri-4821	6	6	based	base	VERB
ajmri-4821	6	7	svc	svc	PROPN
ajmri-4821	6	8	was	be	AUX
ajmri-4821	6	9	inculcated	inculcate	VERB
ajmri-4821	6	10	into	into	ADP
ajmri-4821	6	11	the	the	DET
ajmri-4821	6	12	system	system	NOUN
ajmri-4821	6	13	,	,	PUNCT
ajmri-4821	6	14	it	it	PRON
ajmri-4821	6	15	drastically	drastically	ADV
ajmri-4821	6	16	reduced	reduce	VERB
ajmri-4821	6	17	to12.92	to12.92	NOUN
ajmri-4821	6	18	%	%	NOUN
ajmri-4821	6	19	thereby	thereby	ADV
ajmri-4821	6	20	enhancing	enhance	VERB
ajmri-4821	6	21	consistent	consistent	ADJ
ajmri-4821	6	22	power	power	NOUN
ajmri-4821	6	23	supply	supply	NOUN
ajmri-4821	6	24	and	and	CCONJ
ajmri-4821	6	25	the	the	DET
ajmri-4821	6	26	conventional	conventional	ADJ
ajmri-4821	6	27	transmission	transmission	NOUN
ajmri-4821	6	28	and	and	CCONJ
ajmri-4821	6	29	distribution	distribution	NOUN
ajmri-4821	6	30	losses	loss	NOUN
ajmri-4821	6	31	cause	cause	NOUN
ajmri-4821	6	32	of	of	ADP
ajmri-4821	6	33	power	power	NOUN
ajmri-4821	6	34	failure	failure	NOUN
ajmri-4821	6	35	in	in	ADP
ajmri-4821	6	36	improving	improve	VERB
ajmri-4821	6	37	constant	constant	ADJ
ajmri-4821	6	38	power	power	NOUN
ajmri-4821	6	39	supply	supply	NOUN
ajmri-4821	6	40	in	in	ADP
ajmri-4821	6	41	renewable	renewable	ADJ
ajmri-4821	6	42	energy	energy	NOUN
ajmri-4821	6	43	integration	integration	NOUN
ajmri-4821	6	44	and	and	CCONJ
ajmri-4821	6	45	optimization	optimization	NOUN
ajmri-4821	6	46	was10	was10	ADJ
ajmri-4821	6	47	%	%	NOUN
ajmri-4821	6	48	.	.	PUNCT
ajmri-4821	7	1	however	however	ADV
ajmri-4821	7	2	,	,	PUNCT
ajmri-4821	7	3	when	when	SCONJ
ajmri-4821	7	4	an	an	DET
ajmri-4821	7	5	ann	ann	PROPN
ajmri-4821	7	6	based	base	VERB
ajmri-4821	7	7	svc	svc	PROPN
ajmri-4821	7	8	was	be	AUX
ajmri-4821	7	9	imbibed	imbibe	VERB
ajmri-4821	7	10	into	into	ADP
ajmri-4821	7	11	the	the	DET
ajmri-4821	7	12	system	system	NOUN
ajmri-4821	7	13	,	,	PUNCT
ajmri-4821	7	14	it	it	PRON
ajmri-4821	7	15	decisively	decisively	ADV
ajmri-4821	7	16	reduced	reduce	VERB
ajmri-4821	7	17	to	to	ADP
ajmri-4821	7	18	8.6	8.6	NUM
ajmri-4821	7	19	%	%	NOUN
ajmri-4821	7	20	.	.	PUNCT
ajmri-4821	8	1	finally	finally	ADV
ajmri-4821	8	2	,	,	PUNCT
ajmri-4821	8	3	with	with	SCONJ
ajmri-4821	8	4	these	these	DET
ajmri-4821	8	5	results	result	NOUN
ajmri-4821	8	6	obtained	obtain	VERB
ajmri-4821	8	7	,	,	PUNCT
ajmri-4821	8	8	it	it	PRON
ajmri-4821	8	9	definitely	definitely	ADV
ajmri-4821	8	10	shown	show	VERB
ajmri-4821	8	11	that	that	SCONJ
ajmri-4821	8	12	the	the	DET
ajmri-4821	8	13	percentage	percentage	NOUN
ajmri-4821	8	14	improvement	improvement	NOUN
ajmri-4821	8	15	of	of	ADP
ajmri-4821	8	16	constant	constant	ADJ
ajmri-4821	8	17	power	power	NOUN
ajmri-4821	8	18	supply	supply	NOUN
ajmri-4821	8	19	in	in	ADP
ajmri-4821	8	20	renewable	renewable	ADJ
ajmri-4821	8	21	energy	energy	NOUN
ajmri-4821	8	22	integration	integration	NOUN
ajmri-4821	8	23	and	and	CCONJ
ajmri-4821	8	24	optimization	optimization	NOUN
ajmri-4821	8	25	when	when	SCONJ
ajmri-4821	8	26	an	an	DET
ajmri-4821	8	27	ann	ann	PROPN
ajmri-4821	8	28	based	base	VERB
ajmri-4821	8	29	svc	svc	PROPN
ajmri-4821	8	30	was	be	AUX
ajmri-4821	8	31	imbibed	imbibe	VERB
ajmri-4821	8	32	in	in	ADP
ajmri-4821	8	33	the	the	DET
ajmri-4821	8	34	system	system	NOUN
ajmri-4821	8	35	was	be	AUX
ajmri-4821	8	36	1.4%improved	1.4%improve	VERB
ajmri-4821	8	37	in	in	ADP
ajmri-4821	8	38	terms	term	NOUN
ajmri-4821	8	39	of	of	ADP
ajmri-4821	8	40	consistent	consistent	ADJ
ajmri-4821	8	41	power	power	NOUN
ajmri-4821	8	42	supply	supply	NOUN
ajmri-4821	8	43	in	in	ADP
ajmri-4821	8	44	renewable	renewable	ADJ
ajmri-4821	8	45	energy	energy	NOUN
ajmri-4821	8	46	integration	integration	NOUN
ajmri-4821	8	47	to	to	ADP
ajmri-4821	8	48	the	the	DET
ajmri-4821	8	49	grid	grid	NOUN
ajmri-4821	8	50	.	.	PUNCT
ajmri-4821	9	1	keywords	keyword	VERB
ajmri-4821	9	2	ann	ann	PROPN
ajmri-4821	9	3	,	,	PUNCT
ajmri-4821	9	4	basedsvc	basedsvc	ADJ
ajmri-4821	9	5	,	,	PUNCT
ajmri-4821	9	6	constant	constant	ADJ
ajmri-4821	9	7	,	,	PUNCT
ajmri-4821	9	8	energy	energy	NOUN
ajmri-4821	9	9	,	,	PUNCT
ajmri-4821	9	10	improving	improving	NOUN
ajmri-4821	9	11	,	,	PUNCT
ajmri-4821	9	12	integration	integration	NOUN
ajmri-4821	9	13	,	,	PUNCT
ajmri-4821	9	14	optimization	optimization	NOUN
ajmri-4821	9	15	,	,	PUNCT
ajmri-4821	9	16	power	power	NOUN
ajmri-4821	9	17	,	,	PUNCT
ajmri-4821	9	18	renewable	renewable	ADJ
ajmri-4821	9	19	,	,	PUNCT
ajmri-4821	9	20	supply	supply	NOUN
ajmri-4821	9	21	introduction	introduction	NOUN
ajmri-4821	9	22	the	the	DET
ajmri-4821	9	23	growing	grow	VERB
ajmri-4821	9	24	demand	demand	NOUN
ajmri-4821	9	25	for	for	ADP
ajmri-4821	9	26	sustainable	sustainable	ADJ
ajmri-4821	9	27	energy	energy	NOUN
ajmri-4821	9	28	solutions	solution	NOUN
ajmri-4821	9	29	has	have	AUX
ajmri-4821	9	30	led	lead	VERB
ajmri-4821	9	31	to	to	ADP
ajmri-4821	9	32	an	an	DET
ajmri-4821	9	33	increased	increase	VERB
ajmri-4821	9	34	focus	focus	NOUN
ajmri-4821	9	35	on	on	ADP
ajmri-4821	9	36	the	the	DET
ajmri-4821	9	37	integration	integration	NOUN
ajmri-4821	9	38	of	of	ADP
ajmri-4821	9	39	renewable	renewable	ADJ
ajmri-4821	9	40	energy	energy	NOUN
ajmri-4821	9	41	sources	source	NOUN
ajmri-4821	9	42	into	into	ADP
ajmri-4821	9	43	power	power	NOUN
ajmri-4821	9	44	grids	grid	NOUN
ajmri-4821	9	45	.	.	PUNCT
ajmri-4821	10	1	renewable	renewable	ADJ
ajmri-4821	10	2	energy	energy	NOUN
ajmri-4821	10	3	sources	source	NOUN
ajmri-4821	10	4	,	,	PUNCT
ajmri-4821	10	5	such	such	ADJ
ajmri-4821	10	6	as	as	ADP
ajmri-4821	10	7	solar	solar	ADJ
ajmri-4821	10	8	,	,	PUNCT
ajmri-4821	10	9	wind	wind	NOUN
ajmri-4821	10	10	,	,	PUNCT
ajmri-4821	10	11	and	and	CCONJ
ajmri-4821	10	12	hydroelectric	hydroelectric	ADJ
ajmri-4821	10	13	power	power	NOUN
ajmri-4821	10	14	,	,	PUNCT
ajmri-4821	10	15	offer	offer	VERB
ajmri-4821	10	16	a	a	DET
ajmri-4821	10	17	promising	promising	ADJ
ajmri-4821	10	18	alternative	alternative	NOUN
ajmri-4821	10	19	to	to	ADP
ajmri-4821	10	20	conventional	conventional	ADJ
ajmri-4821	10	21	fossil	fossil	NOUN
ajmri-4821	10	22	fuel	fuel	NOUN
ajmri-4821	10	23	-	-	PUNCT
ajmri-4821	10	24	based	base	VERB
ajmri-4821	10	25	power	power	NOUN
ajmri-4821	10	26	generation	generation	NOUN
ajmri-4821	10	27	due	due	ADP
ajmri-4821	10	28	to	to	ADP
ajmri-4821	10	29	their	their	PRON
ajmri-4821	10	30	environmentally	environmentally	ADV
ajmri-4821	10	31	friendly	friendly	ADJ
ajmri-4821	10	32	nature	nature	NOUN
ajmri-4821	10	33	and	and	CCONJ
ajmri-4821	10	34	inexhaustible	inexhaustible	ADJ
ajmri-4821	10	35	supply	supply	NOUN
ajmri-4821	10	36	.	.	PUNCT
ajmri-4821	11	1	however	however	ADV
ajmri-4821	11	2	,	,	PUNCT
ajmri-4821	11	3	integrating	integrate	VERB
ajmri-4821	11	4	renewable	renewable	ADJ
ajmri-4821	11	5	energy	energy	NOUN
ajmri-4821	11	6	into	into	ADP
ajmri-4821	11	7	the	the	DET
ajmri-4821	11	8	grid	grid	NOUN
ajmri-4821	11	9	presents	present	VERB
ajmri-4821	11	10	significant	significant	ADJ
ajmri-4821	11	11	challenges	challenge	NOUN
ajmri-4821	11	12	,	,	PUNCT
ajmri-4821	11	13	particularly	particularly	ADV
ajmri-4821	11	14	concerning	concern	VERB
ajmri-4821	11	15	power	power	NOUN
ajmri-4821	11	16	quality	quality	NOUN
ajmri-4821	11	17	,	,	PUNCT
ajmri-4821	11	18	voltage	voltage	NOUN
ajmri-4821	11	19	stability	stability	NOUN
ajmri-4821	11	20	,	,	PUNCT
ajmri-4821	11	21	and	and	CCONJ
ajmri-4821	11	22	harmonics	harmonic	NOUN
ajmri-4821	11	23	(	(	PUNCT
ajmri-4821	11	24	battistelli	battistelli	PROPN
ajmri-4821	11	25	&	&	CCONJ
ajmri-4821	11	26	di	di	PROPN
ajmri-4821	11	27	somma	somma	PROPN
ajmri-4821	11	28	,	,	PUNCT
ajmri-4821	11	29	2014	2014	NUM
ajmri-4821	11	30	)	)	PUNCT
ajmri-4821	11	31	.	.	PUNCT
ajmri-4821	12	1	these	these	DET
ajmri-4821	12	2	challenges	challenge	NOUN
ajmri-4821	12	3	arise	arise	VERB
ajmri-4821	12	4	due	due	ADP
ajmri-4821	12	5	to	to	ADP
ajmri-4821	12	6	the	the	DET
ajmri-4821	12	7	intermittent	intermittent	ADJ
ajmri-4821	12	8	nature	nature	NOUN
ajmri-4821	12	9	of	of	ADP
ajmri-4821	12	10	renewable	renewable	ADJ
ajmri-4821	12	11	energy	energy	NOUN
ajmri-4821	12	12	sources	source	NOUN
ajmri-4821	12	13	,	,	PUNCT
ajmri-4821	12	14	which	which	PRON
ajmri-4821	12	15	can	can	AUX
ajmri-4821	12	16	lead	lead	VERB
ajmri-4821	12	17	to	to	ADP
ajmri-4821	12	18	fluctuations	fluctuation	NOUN
ajmri-4821	12	19	in	in	ADP
ajmri-4821	12	20	power	power	NOUN
ajmri-4821	12	21	supply	supply	NOUN
ajmri-4821	12	22	and	and	CCONJ
ajmri-4821	12	23	grid	grid	NOUN
ajmri-4821	12	24	instability	instability	NOUN
ajmri-4821	12	25	.	.	PUNCT
ajmri-4821	13	1	one	one	NUM
ajmri-4821	13	2	of	of	ADP
ajmri-4821	13	3	the	the	DET
ajmri-4821	13	4	advanced	advanced	ADJ
ajmri-4821	13	5	techniques	technique	NOUN
ajmri-4821	13	6	proposed	propose	VERB
ajmri-4821	13	7	to	to	PART
ajmri-4821	13	8	address	address	VERB
ajmri-4821	13	9	these	these	DET
ajmri-4821	13	10	challenges	challenge	NOUN
ajmri-4821	13	11	is	be	AUX
ajmri-4821	13	12	the	the	DET
ajmri-4821	13	13	use	use	NOUN
ajmri-4821	13	14	of	of	ADP
ajmri-4821	13	15	artificial	artificial	ADJ
ajmri-4821	13	16	neural	neural	ADJ
ajmri-4821	13	17	networks	network	NOUN
ajmri-4821	13	18	(	(	PUNCT
ajmri-4821	13	19	ann	ann	PROPN
ajmri-4821	13	20	)	)	PUNCT
ajmri-4821	13	21	in	in	ADP
ajmri-4821	13	22	conjunction	conjunction	NOUN
ajmri-4821	13	23	with	with	ADP
ajmri-4821	13	24	static	static	ADJ
ajmri-4821	13	25	var	var	NOUN
ajmri-4821	13	26	compensators	compensator	NOUN
ajmri-4821	13	27	(	(	PUNCT
ajmri-4821	13	28	svc	svc	PROPN
ajmri-4821	13	29	)	)	PUNCT
ajmri-4821	13	30	.	.	PUNCT
ajmri-4821	14	1	ann	ann	PROPN
ajmri-4821	14	2	-	-	PUNCT
ajmri-4821	14	3	based	base	VERB
ajmri-4821	14	4	svc	svc	PROPN
ajmri-4821	14	5	systems	system	NOUN
ajmri-4821	14	6	provide	provide	VERB
ajmri-4821	14	7	a	a	DET
ajmri-4821	14	8	robust	robust	ADJ
ajmri-4821	14	9	solution	solution	NOUN
ajmri-4821	14	10	for	for	ADP
ajmri-4821	14	11	maintaining	maintain	VERB
ajmri-4821	14	12	voltage	voltage	NOUN
ajmri-4821	14	13	stability	stability	NOUN
ajmri-4821	14	14	and	and	CCONJ
ajmri-4821	14	15	improving	improve	VERB
ajmri-4821	14	16	power	power	NOUN
ajmri-4821	14	17	quality	quality	NOUN
ajmri-4821	14	18	in	in	ADP
ajmri-4821	14	19	grids	grid	NOUN
ajmri-4821	14	20	with	with	ADP
ajmri-4821	14	21	high	high	ADJ
ajmri-4821	14	22	levels	level	NOUN
ajmri-4821	14	23	of	of	ADP
ajmri-4821	14	24	renewable	renewable	ADJ
ajmri-4821	14	25	energy	energy	NOUN
ajmri-4821	14	26	penetration	penetration	NOUN
ajmri-4821	14	27	.	.	PUNCT
ajmri-4821	15	1	by	by	ADP
ajmri-4821	15	2	dynamically	dynamically	ADV
ajmri-4821	15	3	adjusting	adjust	VERB
ajmri-4821	15	4	reactive	reactive	ADJ
ajmri-4821	15	5	power	power	NOUN
ajmri-4821	15	6	compensation	compensation	NOUN
ajmri-4821	15	7	,	,	PUNCT
ajmri-4821	15	8	ann	ann	PROPN
ajmri-4821	15	9	-	-	PUNCT
ajmri-4821	15	10	based	base	VERB
ajmri-4821	15	11	svcs	svcs	PROPN
ajmri-4821	15	12	can	can	AUX
ajmri-4821	15	13	mitigate	mitigate	VERB
ajmri-4821	15	14	the	the	DET
ajmri-4821	15	15	adverse	adverse	ADJ
ajmri-4821	15	16	effects	effect	NOUN
ajmri-4821	15	17	of	of	ADP
ajmri-4821	15	18	power	power	NOUN
ajmri-4821	15	19	fluctuations	fluctuation	NOUN
ajmri-4821	15	20	and	and	CCONJ
ajmri-4821	15	21	harmonic	harmonic	ADJ
ajmri-4821	15	22	distortion	distortion	NOUN
ajmri-4821	15	23	,	,	PUNCT
ajmri-4821	15	24	leading	lead	VERB
ajmri-4821	15	25	to	to	ADP
ajmri-4821	15	26	a	a	DET
ajmri-4821	15	27	more	more	ADV
ajmri-4821	15	28	stable	stable	ADJ
ajmri-4821	15	29	and	and	CCONJ
ajmri-4821	15	30	reliable	reliable	ADJ
ajmri-4821	15	31	power	power	NOUN
ajmri-4821	15	32	supply	supply	NOUN
ajmri-4821	15	33	(	(	PUNCT
ajmri-4821	15	34	gonzálezsalcedo	gonzálezsalcedo	PROPN
ajmri-4821	15	35	&	&	CCONJ
ajmri-4821	15	36	gómez	gómez	NOUN
ajmri-4821	15	37	-	-	PUNCT
ajmri-4821	15	38	lázaro	lázaro	NOUN
ajmri-4821	15	39	,	,	PUNCT
ajmri-4821	15	40	2016	2016	NUM
ajmri-4821	15	41	)	)	PUNCT
ajmri-4821	15	42	.	.	PUNCT
ajmri-4821	16	1	anns	ann	NOUN
ajmri-4821	16	2	,	,	PUNCT
ajmri-4821	16	3	as	as	ADP
ajmri-4821	16	4	intelligent	intelligent	ADJ
ajmri-4821	16	5	systems	system	NOUN
ajmri-4821	16	6	,	,	PUNCT
ajmri-4821	16	7	are	be	AUX
ajmri-4821	16	8	capable	capable	ADJ
ajmri-4821	16	9	of	of	ADP
ajmri-4821	16	10	learning	learn	VERB
ajmri-4821	16	11	and	and	CCONJ
ajmri-4821	16	12	adapting	adapt	VERB
ajmri-4821	16	13	to	to	ADP
ajmri-4821	16	14	changing	change	VERB
ajmri-4821	16	15	conditions	condition	NOUN
ajmri-4821	16	16	in	in	ADP
ajmri-4821	16	17	the	the	DET
ajmri-4821	16	18	grid	grid	NOUN
ajmri-4821	16	19	,	,	PUNCT
ajmri-4821	16	20	making	make	VERB
ajmri-4821	16	21	them	they	PRON
ajmri-4821	16	22	particularly	particularly	ADV
ajmri-4821	16	23	suitable	suitable	ADJ
ajmri-4821	16	24	for	for	ADP
ajmri-4821	16	25	optimizing	optimize	VERB
ajmri-4821	16	26	renewable	renewable	ADJ
ajmri-4821	16	27	energy	energy	NOUN
ajmri-4821	16	28	integration	integration	NOUN
ajmri-4821	16	29	.	.	PUNCT
ajmri-4821	17	1	they	they	PRON
ajmri-4821	17	2	enable	enable	VERB
ajmri-4821	17	3	real	real	ADJ
ajmri-4821	17	4	-	-	PUNCT
ajmri-4821	17	5	time	time	NOUN
ajmri-4821	17	6	monitoring	monitoring	NOUN
ajmri-4821	17	7	and	and	CCONJ
ajmri-4821	17	8	control	control	NOUN
ajmri-4821	17	9	of	of	ADP
ajmri-4821	17	10	voltage	voltage	NOUN
ajmri-4821	17	11	levels	level	NOUN
ajmri-4821	17	12	,	,	PUNCT
ajmri-4821	17	13	significantly	significantly	ADV
ajmri-4821	17	14	enhancing	enhance	VERB
ajmri-4821	17	15	the	the	DET
ajmri-4821	17	16	performance	performance	NOUN
ajmri-4821	17	17	of	of	ADP
ajmri-4821	17	18	svcs	svcs	PROPN
ajmri-4821	17	19	in	in	ADP
ajmri-4821	17	20	managing	manage	VERB
ajmri-4821	17	21	the	the	DET
ajmri-4821	17	22	reactive	reactive	ADJ
ajmri-4821	17	23	power	power	NOUN
ajmri-4821	17	24	and	and	CCONJ
ajmri-4821	17	25	improving	improve	VERB
ajmri-4821	17	26	the	the	DET
ajmri-4821	17	27	overall	overall	ADJ
ajmri-4821	17	28	power	power	NOUN
ajmri-4821	17	29	quality	quality	NOUN
ajmri-4821	17	30	(	(	PUNCT
ajmri-4821	17	31	murthy	murthy	ADJ
ajmri-4821	17	32	,	,	PUNCT
ajmri-4821	17	33	2014	2014	NUM
ajmri-4821	17	34	)	)	PUNCT
ajmri-4821	17	35	.	.	PUNCT
ajmri-4821	18	1	this	this	DET
ajmri-4821	18	2	optimization	optimization	NOUN
ajmri-4821	18	3	is	be	AUX
ajmri-4821	18	4	essential	essential	ADJ
ajmri-4821	18	5	for	for	ADP
ajmri-4821	18	6	ensuring	ensure	VERB
ajmri-4821	18	7	that	that	SCONJ
ajmri-4821	18	8	renewable	renewable	ADJ
ajmri-4821	18	9	energy	energy	NOUN
ajmri-4821	18	10	systems	system	NOUN
ajmri-4821	18	11	can	can	AUX
ajmri-4821	18	12	operate	operate	VERB
ajmri-4821	18	13	efficiently	efficiently	ADV
ajmri-4821	18	14	and	and	CCONJ
ajmri-4821	18	15	contribute	contribute	VERB
ajmri-4821	18	16	effectively	effectively	ADV
ajmri-4821	18	17	to	to	ADP
ajmri-4821	18	18	the	the	DET
ajmri-4821	18	19	grid	grid	NOUN
ajmri-4821	18	20	,	,	PUNCT
ajmri-4821	18	21	without	without	ADP
ajmri-4821	18	22	compromising	compromise	VERB
ajmri-4821	18	23	its	its	PRON
ajmri-4821	18	24	stability	stability	NOUN
ajmri-4821	18	25	and	and	CCONJ
ajmri-4821	18	26	performance	performance	NOUN
ajmri-4821	18	27	.	.	PUNCT
ajmri-4821	19	1	in	in	ADP
ajmri-4821	19	2	conclusion	conclusion	NOUN
ajmri-4821	19	3	,	,	PUNCT
ajmri-4821	19	4	the	the	DET
ajmri-4821	19	5	integration	integration	NOUN
ajmri-4821	19	6	of	of	ADP
ajmri-4821	19	7	renewable	renewable	ADJ
ajmri-4821	19	8	energy	energy	NOUN
ajmri-4821	19	9	sources	source	NOUN
ajmri-4821	19	10	1	1	NUM
ajmri-4821	19	11	electrical	electrical	ADJ
ajmri-4821	19	12	/	/	SYM
ajmri-4821	19	13	electronic	electronic	ADJ
ajmri-4821	19	14	engineering	engineering	NOUN
ajmri-4821	19	15	,	,	PUNCT
ajmri-4821	19	16	caritas	caritas	PROPN
ajmri-4821	19	17	univeristy	univeristy	PROPN
ajmri-4821	19	18	amorj	amorj	PROPN
ajmri-4821	19	19	-	-	PUNCT
ajmri-4821	19	20	nike	nike	ADJ
ajmri-4821	19	21	,	,	PUNCT
ajmri-4821	19	22	emene	emene	PROPN
ajmri-4821	19	23	,	,	PUNCT
ajmri-4821	19	24	enugu	enugu	PROPN
ajmri-4821	19	25	state	state	PROPN
ajmri-4821	19	26	,	,	PUNCT
ajmri-4821	19	27	nigeria	nigeria	PROPN
ajmri-4821	19	28	2	2	NUM
ajmri-4821	19	29	mechanical	mechanical	ADJ
ajmri-4821	19	30	engineering	engineering	NOUN
ajmri-4821	19	31	&	&	CCONJ
ajmri-4821	19	32	production(thermo	production(thermo	PROPN
ajmri-4821	19	33	-	-	PUNCT
ajmri-4821	19	34	fuild	fuild	NOUN
ajmri-4821	19	35	)	)	PUNCT
ajmri-4821	19	36	,	,	PUNCT
ajmri-4821	19	37	enugu	enugu	PROPN
ajmri-4821	19	38	state	state	NOUN
ajmri-4821	19	39	univeristy	univeristy	NOUN
ajmri-4821	19	40	of	of	ADP
ajmri-4821	19	41	science	science	NOUN
ajmri-4821	19	42	and	and	CCONJ
ajmri-4821	19	43	technology	technology	NOUN
ajmri-4821	19	44	(	(	PUNCT
ajmri-4821	19	45	esut	esut	NOUN
ajmri-4821	19	46	)	)	PUNCT
ajmri-4821	19	47	,	,	PUNCT
ajmri-4821	19	48	nigeria	nigeria	PROPN
ajmri-4821	19	49	*	*	PUNCT
ajmri-4821	19	50	corresponding	correspond	VERB
ajmri-4821	19	51	author	author	NOUN
ajmri-4821	19	52	’s	’s	PART
ajmri-4821	19	53	e	e	NOUN
ajmri-4821	19	54	-	-	NOUN
ajmri-4821	19	55	mail	mail	NOUN
ajmri-4821	19	56	:	:	PUNCT
ajmri-4821	19	57	chukwuaguifeanyi35@gmail.com	chukwuaguifeanyi35@gmail.com	X
ajmri-4821	19	58	pa	pa	PROPN
ajmri-4821	19	59	ge	ge	PROPN
ajmri-4821	19	60	20	20	NUM
ajmri-4821	19	61	6	6	NUM
ajmri-4821	19	62	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	19	63	am	am	NOUN
ajmri-4821	19	64	.	.	PUNCT
ajmri-4821	20	1	j.	j.	PROPN
ajmri-4821	20	2	multidis	multidis	PROPN
ajmri-4821	20	3	.	.	PUNCT
ajmri-4821	21	1	res	re	NOUN
ajmri-4821	21	2	.	.	PUNCT
ajmri-4821	22	1	innov	innov	PROPN
ajmri-4821	22	2	.	.	PUNCT
ajmri-4821	23	1	4(3	4(3	NUM
ajmri-4821	23	2	)	)	PUNCT
ajmri-4821	23	3	205	205	NUM
ajmri-4821	23	4	-	-	SYM
ajmri-4821	23	5	215	215	NUM
ajmri-4821	23	6	,	,	PUNCT
ajmri-4821	23	7	2025	2025	NUM
ajmri-4821	23	8	into	into	ADP
ajmri-4821	23	9	the	the	DET
ajmri-4821	23	10	grid	grid	NOUN
ajmri-4821	23	11	is	be	AUX
ajmri-4821	23	12	crucial	crucial	ADJ
ajmri-4821	23	13	for	for	ADP
ajmri-4821	23	14	achieving	achieve	VERB
ajmri-4821	23	15	a	a	DET
ajmri-4821	23	16	sustainable	sustainable	ADJ
ajmri-4821	23	17	energy	energy	NOUN
ajmri-4821	23	18	future	future	NOUN
ajmri-4821	23	19	.	.	PUNCT
ajmri-4821	24	1	however	however	ADV
ajmri-4821	24	2	,	,	PUNCT
ajmri-4821	24	3	the	the	DET
ajmri-4821	24	4	associated	associated	ADJ
ajmri-4821	24	5	challenges	challenge	NOUN
ajmri-4821	24	6	necessitate	necessitate	ADJ
ajmri-4821	24	7	the	the	DET
ajmri-4821	24	8	adoption	adoption	NOUN
ajmri-4821	24	9	of	of	ADP
ajmri-4821	24	10	advanced	advanced	ADJ
ajmri-4821	24	11	technologies	technology	NOUN
ajmri-4821	24	12	like	like	ADP
ajmri-4821	24	13	ann	ann	PROPN
ajmri-4821	24	14	-	-	PUNCT
ajmri-4821	24	15	based	base	VERB
ajmri-4821	24	16	svcs	svcs	PROPN
ajmri-4821	24	17	,	,	PUNCT
ajmri-4821	24	18	which	which	PRON
ajmri-4821	24	19	offer	offer	VERB
ajmri-4821	24	20	a	a	DET
ajmri-4821	24	21	viable	viable	ADJ
ajmri-4821	24	22	solution	solution	NOUN
ajmri-4821	24	23	for	for	ADP
ajmri-4821	24	24	optimizing	optimize	VERB
ajmri-4821	24	25	power	power	NOUN
ajmri-4821	24	26	quality	quality	NOUN
ajmri-4821	24	27	and	and	CCONJ
ajmri-4821	24	28	ensuring	ensure	VERB
ajmri-4821	24	29	grid	grid	NOUN
ajmri-4821	24	30	stability	stability	NOUN
ajmri-4821	24	31	.	.	PUNCT
ajmri-4821	25	1	problem	problem	NOUN
ajmri-4821	25	2	statement	statement	NOUN
ajmri-4821	25	3	the	the	DET
ajmri-4821	25	4	increasing	increase	VERB
ajmri-4821	25	5	reliance	reliance	NOUN
ajmri-4821	25	6	on	on	ADP
ajmri-4821	25	7	renewable	renewable	ADJ
ajmri-4821	25	8	energy	energy	NOUN
ajmri-4821	25	9	sources	source	NOUN
ajmri-4821	25	10	,	,	PUNCT
ajmri-4821	25	11	such	such	ADJ
ajmri-4821	25	12	as	as	ADP
ajmri-4821	25	13	solar	solar	ADJ
ajmri-4821	25	14	and	and	CCONJ
ajmri-4821	25	15	wind	wind	NOUN
ajmri-4821	25	16	,	,	PUNCT
ajmri-4821	25	17	introduces	introduce	VERB
ajmri-4821	25	18	significant	significant	ADJ
ajmri-4821	25	19	challenges	challenge	NOUN
ajmri-4821	25	20	to	to	ADP
ajmri-4821	25	21	maintaining	maintain	VERB
ajmri-4821	25	22	a	a	DET
ajmri-4821	25	23	stable	stable	ADJ
ajmri-4821	25	24	and	and	CCONJ
ajmri-4821	25	25	constant	constant	ADJ
ajmri-4821	25	26	power	power	NOUN
ajmri-4821	25	27	supply	supply	NOUN
ajmri-4821	25	28	in	in	ADP
ajmri-4821	25	29	modern	modern	ADJ
ajmri-4821	25	30	power	power	NOUN
ajmri-4821	25	31	systems	system	NOUN
ajmri-4821	25	32	.	.	PUNCT
ajmri-4821	26	1	renewable	renewable	ADJ
ajmri-4821	26	2	energy	energy	NOUN
ajmri-4821	26	3	sources	source	NOUN
ajmri-4821	26	4	are	be	AUX
ajmri-4821	26	5	inherently	inherently	ADV
ajmri-4821	26	6	variable	variable	ADJ
ajmri-4821	26	7	due	due	ADJ
ajmri-4821	26	8	to	to	ADP
ajmri-4821	26	9	fluctuating	fluctuate	VERB
ajmri-4821	26	10	weather	weather	NOUN
ajmri-4821	26	11	conditions	condition	NOUN
ajmri-4821	26	12	,	,	PUNCT
ajmri-4821	26	13	which	which	PRON
ajmri-4821	26	14	lead	lead	VERB
ajmri-4821	26	15	to	to	ADP
ajmri-4821	26	16	frequent	frequent	ADJ
ajmri-4821	26	17	voltage	voltage	NOUN
ajmri-4821	26	18	instability	instability	NOUN
ajmri-4821	26	19	,	,	PUNCT
ajmri-4821	26	20	power	power	NOUN
ajmri-4821	26	21	quality	quality	NOUN
ajmri-4821	26	22	issues	issue	NOUN
ajmri-4821	26	23	,	,	PUNCT
ajmri-4821	26	24	and	and	CCONJ
ajmri-4821	26	25	reliability	reliability	NOUN
ajmri-4821	26	26	concerns	concern	NOUN
ajmri-4821	26	27	within	within	ADP
ajmri-4821	26	28	the	the	DET
ajmri-4821	26	29	grid	grid	NOUN
ajmri-4821	26	30	.	.	PUNCT
ajmri-4821	27	1	this	this	DET
ajmri-4821	27	2	variability	variability	NOUN
ajmri-4821	27	3	presents	present	VERB
ajmri-4821	27	4	substantial	substantial	ADJ
ajmri-4821	27	5	difficulties	difficulty	NOUN
ajmri-4821	27	6	in	in	ADP
ajmri-4821	27	7	ensuring	ensure	VERB
ajmri-4821	27	8	consistent	consistent	ADJ
ajmri-4821	27	9	power	power	NOUN
ajmri-4821	27	10	delivery	delivery	NOUN
ajmri-4821	27	11	to	to	ADP
ajmri-4821	27	12	consumers	consumer	NOUN
ajmri-4821	27	13	,	,	PUNCT
ajmri-4821	27	14	especially	especially	ADV
ajmri-4821	27	15	during	during	ADP
ajmri-4821	27	16	peak	peak	NOUN
ajmri-4821	27	17	demand	demand	NOUN
ajmri-4821	27	18	periods	period	NOUN
ajmri-4821	27	19	or	or	CCONJ
ajmri-4821	27	20	in	in	ADP
ajmri-4821	27	21	remote	remote	ADJ
ajmri-4821	27	22	regions	region	NOUN
ajmri-4821	27	23	with	with	ADP
ajmri-4821	27	24	limited	limited	ADJ
ajmri-4821	27	25	grid	grid	NOUN
ajmri-4821	27	26	infrastructure	infrastructure	NOUN
ajmri-4821	27	27	.	.	PUNCT
ajmri-4821	28	1	traditional	traditional	ADJ
ajmri-4821	28	2	methods	method	NOUN
ajmri-4821	28	3	of	of	ADP
ajmri-4821	28	4	voltage	voltage	NOUN
ajmri-4821	28	5	regulation	regulation	NOUN
ajmri-4821	28	6	and	and	CCONJ
ajmri-4821	28	7	reactive	reactive	ADJ
ajmri-4821	28	8	power	power	NOUN
ajmri-4821	28	9	compensation	compensation	NOUN
ajmri-4821	28	10	,	,	PUNCT
ajmri-4821	28	11	such	such	ADJ
ajmri-4821	28	12	as	as	ADP
ajmri-4821	28	13	capacitor	capacitor	NOUN
ajmri-4821	28	14	banks	bank	NOUN
ajmri-4821	28	15	and	and	CCONJ
ajmri-4821	28	16	conventional	conventional	ADJ
ajmri-4821	28	17	static	static	ADJ
ajmri-4821	28	18	var	var	NOUN
ajmri-4821	28	19	compensators	compensator	NOUN
ajmri-4821	28	20	(	(	PUNCT
ajmri-4821	28	21	svcs	svcs	PROPN
ajmri-4821	28	22	)	)	PUNCT
ajmri-4821	28	23	,	,	PUNCT
ajmri-4821	28	24	are	be	AUX
ajmri-4821	28	25	often	often	ADV
ajmri-4821	28	26	insufficient	insufficient	ADJ
ajmri-4821	28	27	to	to	PART
ajmri-4821	28	28	address	address	VERB
ajmri-4821	28	29	the	the	DET
ajmri-4821	28	30	dynamic	dynamic	ADJ
ajmri-4821	28	31	and	and	CCONJ
ajmri-4821	28	32	unpredictable	unpredictable	ADJ
ajmri-4821	28	33	nature	nature	NOUN
ajmri-4821	28	34	of	of	ADP
ajmri-4821	28	35	renewable	renewable	ADJ
ajmri-4821	28	36	energy	energy	NOUN
ajmri-4821	28	37	generation	generation	NOUN
ajmri-4821	28	38	.	.	PUNCT
ajmri-4821	29	1	these	these	DET
ajmri-4821	29	2	conventional	conventional	ADJ
ajmri-4821	29	3	solutions	solution	NOUN
ajmri-4821	29	4	lack	lack	VERB
ajmri-4821	29	5	the	the	DET
ajmri-4821	29	6	adaptability	adaptability	NOUN
ajmri-4821	29	7	and	and	CCONJ
ajmri-4821	29	8	responsiveness	responsiveness	NOUN
ajmri-4821	29	9	required	require	VERB
ajmri-4821	29	10	for	for	ADP
ajmri-4821	29	11	real	real	ADJ
ajmri-4821	29	12	-	-	PUNCT
ajmri-4821	29	13	time	time	NOUN
ajmri-4821	29	14	grid	grid	NOUN
ajmri-4821	29	15	conditions	condition	NOUN
ajmri-4821	29	16	,	,	PUNCT
ajmri-4821	29	17	resulting	result	VERB
ajmri-4821	29	18	in	in	ADP
ajmri-4821	29	19	inefficiencies	inefficiency	NOUN
ajmri-4821	29	20	,	,	PUNCT
ajmri-4821	29	21	increased	increase	VERB
ajmri-4821	29	22	transmission	transmission	NOUN
ajmri-4821	29	23	losses	loss	NOUN
ajmri-4821	29	24	,	,	PUNCT
ajmri-4821	29	25	and	and	CCONJ
ajmri-4821	29	26	grid	grid	NOUN
ajmri-4821	29	27	vulnerability	vulnerability	NOUN
ajmri-4821	29	28	.	.	PUNCT
ajmri-4821	30	1	artificial	artificial	ADJ
ajmri-4821	30	2	neural	neural	ADJ
ajmri-4821	30	3	network	network	NOUN
ajmri-4821	30	4	(	(	PUNCT
ajmri-4821	30	5	ann)-based	ann)-base	VERB
ajmri-4821	30	6	control	control	NOUN
ajmri-4821	30	7	mechanisms	mechanism	NOUN
ajmri-4821	30	8	offer	offer	VERB
ajmri-4821	30	9	a	a	DET
ajmri-4821	30	10	promising	promising	ADJ
ajmri-4821	30	11	solution	solution	NOUN
ajmri-4821	30	12	by	by	ADP
ajmri-4821	30	13	providing	provide	VERB
ajmri-4821	30	14	an	an	DET
ajmri-4821	30	15	intelligent	intelligent	ADJ
ajmri-4821	30	16	,	,	PUNCT
ajmri-4821	30	17	adaptive	adaptive	ADJ
ajmri-4821	30	18	approach	approach	NOUN
ajmri-4821	30	19	to	to	ADP
ajmri-4821	30	20	managing	manage	VERB
ajmri-4821	30	21	the	the	DET
ajmri-4821	30	22	complexities	complexity	NOUN
ajmri-4821	30	23	of	of	ADP
ajmri-4821	30	24	renewable	renewable	ADJ
ajmri-4821	30	25	energy	energy	NOUN
ajmri-4821	30	26	integration	integration	NOUN
ajmri-4821	30	27	.	.	PUNCT
ajmri-4821	31	1	however	however	ADV
ajmri-4821	31	2	,	,	PUNCT
ajmri-4821	31	3	there	there	PRON
ajmri-4821	31	4	is	be	VERB
ajmri-4821	31	5	limited	limited	ADJ
ajmri-4821	31	6	research	research	NOUN
ajmri-4821	31	7	on	on	ADP
ajmri-4821	31	8	applying	apply	VERB
ajmri-4821	31	9	ann	ann	PROPN
ajmri-4821	31	10	-	-	PUNCT
ajmri-4821	31	11	based	base	VERB
ajmri-4821	31	12	svcs	svcs	PROPN
ajmri-4821	31	13	specifically	specifically	ADV
ajmri-4821	31	14	for	for	ADP
ajmri-4821	31	15	optimizing	optimize	VERB
ajmri-4821	31	16	the	the	DET
ajmri-4821	31	17	power	power	NOUN
ajmri-4821	31	18	supply	supply	NOUN
ajmri-4821	31	19	and	and	CCONJ
ajmri-4821	31	20	stability	stability	NOUN
ajmri-4821	31	21	in	in	ADP
ajmri-4821	31	22	renewable	renewable	ADJ
ajmri-4821	31	23	-	-	PUNCT
ajmri-4821	31	24	integrated	integrate	VERB
ajmri-4821	31	25	grids	grid	NOUN
ajmri-4821	31	26	.	.	PUNCT
ajmri-4821	32	1	thus	thus	ADV
ajmri-4821	32	2	,	,	PUNCT
ajmri-4821	32	3	developing	develop	VERB
ajmri-4821	32	4	an	an	DET
ajmri-4821	32	5	annbased	annbased	ADJ
ajmri-4821	32	6	svc	svc	NOUN
ajmri-4821	32	7	that	that	PRON
ajmri-4821	32	8	can	can	AUX
ajmri-4821	32	9	dynamically	dynamically	ADV
ajmri-4821	32	10	respond	respond	VERB
ajmri-4821	32	11	to	to	ADP
ajmri-4821	32	12	changes	change	NOUN
ajmri-4821	32	13	in	in	ADP
ajmri-4821	32	14	power	power	NOUN
ajmri-4821	32	15	demand	demand	NOUN
ajmri-4821	32	16	and	and	CCONJ
ajmri-4821	32	17	renewable	renewable	ADJ
ajmri-4821	32	18	generation	generation	NOUN
ajmri-4821	32	19	is	be	AUX
ajmri-4821	32	20	essential	essential	ADJ
ajmri-4821	32	21	for	for	ADP
ajmri-4821	32	22	optimizing	optimize	VERB
ajmri-4821	32	23	power	power	NOUN
ajmri-4821	32	24	flow	flow	NOUN
ajmri-4821	32	25	,	,	PUNCT
ajmri-4821	32	26	enhancing	enhance	VERB
ajmri-4821	32	27	grid	grid	NOUN
ajmri-4821	32	28	stability	stability	NOUN
ajmri-4821	32	29	,	,	PUNCT
ajmri-4821	32	30	and	and	CCONJ
ajmri-4821	32	31	ensuring	ensure	VERB
ajmri-4821	32	32	a	a	DET
ajmri-4821	32	33	reliable	reliable	ADJ
ajmri-4821	32	34	power	power	NOUN
ajmri-4821	32	35	supply	supply	NOUN
ajmri-4821	32	36	.	.	PUNCT
ajmri-4821	33	1	this	this	DET
ajmri-4821	33	2	research	research	NOUN
ajmri-4821	33	3	seeks	seek	VERB
ajmri-4821	33	4	to	to	PART
ajmri-4821	33	5	address	address	VERB
ajmri-4821	33	6	these	these	DET
ajmri-4821	33	7	gaps	gap	NOUN
ajmri-4821	33	8	by	by	ADP
ajmri-4821	33	9	designing	design	VERB
ajmri-4821	33	10	an	an	DET
ajmri-4821	33	11	ann	ann	PROPN
ajmri-4821	33	12	-	-	PUNCT
ajmri-4821	33	13	based	base	VERB
ajmri-4821	33	14	svc	svc	PROPN
ajmri-4821	33	15	system	system	NOUN
ajmri-4821	33	16	capable	capable	ADJ
ajmri-4821	33	17	of	of	ADP
ajmri-4821	33	18	mitigating	mitigate	VERB
ajmri-4821	33	19	voltage	voltage	NOUN
ajmri-4821	33	20	fluctuations	fluctuation	NOUN
ajmri-4821	33	21	,	,	PUNCT
ajmri-4821	33	22	improving	improve	VERB
ajmri-4821	33	23	reactive	reactive	ADJ
ajmri-4821	33	24	power	power	NOUN
ajmri-4821	33	25	management	management	NOUN
ajmri-4821	33	26	,	,	PUNCT
ajmri-4821	33	27	and	and	CCONJ
ajmri-4821	33	28	supporting	support	VERB
ajmri-4821	33	29	a	a	DET
ajmri-4821	33	30	constant	constant	ADJ
ajmri-4821	33	31	power	power	NOUN
ajmri-4821	33	32	supply	supply	NOUN
ajmri-4821	33	33	in	in	ADP
ajmri-4821	33	34	grids	grid	NOUN
ajmri-4821	33	35	with	with	ADP
ajmri-4821	33	36	high	high	ADJ
ajmri-4821	33	37	renewable	renewable	ADJ
ajmri-4821	33	38	energy	energy	NOUN
ajmri-4821	33	39	penetration	penetration	NOUN
ajmri-4821	33	40	.	.	PUNCT
ajmri-4821	34	1	aim	aim	NOUN
ajmri-4821	34	2	and	and	CCONJ
ajmri-4821	34	3	research	research	NOUN
ajmri-4821	34	4	objectives	objective	NOUN
ajmri-4821	34	5	aim	aim	VERB
ajmri-4821	34	6	the	the	DET
ajmri-4821	34	7	aim	aim	NOUN
ajmri-4821	34	8	is	be	AUX
ajmri-4821	34	9	improving	improve	VERB
ajmri-4821	34	10	constant	constant	ADJ
ajmri-4821	34	11	power	power	NOUN
ajmri-4821	34	12	supply	supply	NOUN
ajmri-4821	34	13	in	in	ADP
ajmri-4821	34	14	renewable	renewable	ADJ
ajmri-4821	34	15	energy	energy	NOUN
ajmri-4821	34	16	integration	integration	NOUN
ajmri-4821	34	17	and	and	CCONJ
ajmri-4821	34	18	optimization	optimization	NOUN
ajmri-4821	34	19	using	use	VERB
ajmri-4821	34	20	ann	ann	PROPN
ajmri-4821	34	21	based	base	VERB
ajmri-4821	34	22	svc	svc	PROPN
ajmri-4821	34	23	1	1	NUM
ajmri-4821	34	24	.	.	PUNCT
ajmri-4821	34	25	to	to	PART
ajmri-4821	34	26	characterize	characterize	VERB
ajmri-4821	34	27	and	and	CCONJ
ajmri-4821	34	28	establish	establish	VERB
ajmri-4821	34	29	the	the	DET
ajmri-4821	34	30	causes	cause	NOUN
ajmri-4821	34	31	of	of	ADP
ajmri-4821	34	32	power	power	NOUN
ajmri-4821	34	33	failure	failure	NOUN
ajmri-4821	34	34	in	in	ADP
ajmri-4821	34	35	improving	improve	VERB
ajmri-4821	34	36	constant	constant	ADJ
ajmri-4821	34	37	power	power	NOUN
ajmri-4821	34	38	supply	supply	NOUN
ajmri-4821	34	39	in	in	ADP
ajmri-4821	34	40	renewable	renewable	ADJ
ajmri-4821	34	41	energy	energy	NOUN
ajmri-4821	34	42	integration	integration	NOUN
ajmri-4821	34	43	and	and	CCONJ
ajmri-4821	34	44	optimization	optimization	NOUN
ajmri-4821	34	45	2	2	NUM
ajmri-4821	34	46	.	.	PUNCT
ajmri-4821	34	47	to	to	PART
ajmri-4821	34	48	train	train	VERB
ajmri-4821	34	49	ann	ann	PROPN
ajmri-4821	34	50	in	in	ADP
ajmri-4821	34	51	the	the	DET
ajmri-4821	34	52	established	establish	VERB
ajmri-4821	34	53	causes	cause	NOUN
ajmri-4821	34	54	of	of	ADP
ajmri-4821	34	55	power	power	NOUN
ajmri-4821	34	56	failure	failure	NOUN
ajmri-4821	34	57	for	for	ADP
ajmri-4821	34	58	effective	effective	ADJ
ajmri-4821	34	59	minimization	minimization	NOUN
ajmri-4821	34	60	in	in	ADP
ajmri-4821	34	61	improving	improve	VERB
ajmri-4821	34	62	constant	constant	ADJ
ajmri-4821	34	63	power	power	NOUN
ajmri-4821	34	64	supply	supply	NOUN
ajmri-4821	34	65	in	in	ADP
ajmri-4821	34	66	renewable	renewable	ADJ
ajmri-4821	34	67	energy	energy	NOUN
ajmri-4821	34	68	integration	integration	NOUN
ajmri-4821	34	69	and	and	CCONJ
ajmri-4821	34	70	optimization	optimization	NOUN
ajmri-4821	34	71	3	3	NUM
ajmri-4821	34	72	.	.	PUNCT
ajmri-4821	34	73	to	to	PART
ajmri-4821	34	74	design	design	VERB
ajmri-4821	34	75	a	a	DET
ajmri-4821	34	76	simulink	simulink	NOUN
ajmri-4821	34	77	model	model	NOUN
ajmri-4821	34	78	for	for	ADP
ajmri-4821	34	79	svc	svc	PROPN
ajmri-4821	34	80	4	4	NUM
ajmri-4821	34	81	.	.	PUNCT
ajmri-4821	34	82	to	to	PART
ajmri-4821	34	83	develop	develop	VERB
ajmri-4821	34	84	an	an	DET
ajmri-4821	34	85	algorithm	algorithm	NOUN
ajmri-4821	34	86	that	that	PRON
ajmri-4821	34	87	will	will	AUX
ajmri-4821	34	88	implement	implement	VERB
ajmri-4821	34	89	the	the	DET
ajmri-4821	34	90	process	process	NOUN
ajmri-4821	34	91	5	5	NUM
ajmri-4821	34	92	.	.	PUNCT
ajmri-4821	34	93	to	to	PART
ajmri-4821	34	94	design	design	VERB
ajmri-4821	34	95	a	a	DET
ajmri-4821	34	96	simulink	simulink	NOUN
ajmri-4821	34	97	model	model	NOUN
ajmri-4821	34	98	for	for	ADP
ajmri-4821	34	99	improving	improve	VERB
ajmri-4821	34	100	constant	constant	ADJ
ajmri-4821	34	101	power	power	NOUN
ajmri-4821	34	102	supply	supply	NOUN
ajmri-4821	34	103	in	in	ADP
ajmri-4821	34	104	renewable	renewable	ADJ
ajmri-4821	34	105	energy	energy	NOUN
ajmri-4821	34	106	integration	integration	NOUN
ajmri-4821	34	107	and	and	CCONJ
ajmri-4821	34	108	optimization	optimization	NOUN
ajmri-4821	34	109	using	use	VERB
ajmri-4821	34	110	ann	ann	PROPN
ajmri-4821	34	111	based	base	VERB
ajmri-4821	34	112	svc	svc	PROPN
ajmri-4821	34	113	6	6	NUM
ajmri-4821	34	114	.	.	PUNCT
ajmri-4821	34	115	to	to	PART
ajmri-4821	34	116	validate	validate	VERB
ajmri-4821	34	117	and	and	CCONJ
ajmri-4821	34	118	justify	justify	VERB
ajmri-4821	34	119	percentage	percentage	NOUN
ajmri-4821	34	120	improvement	improvement	NOUN
ajmri-4821	34	121	in	in	ADP
ajmri-4821	34	122	the	the	DET
ajmri-4821	34	123	reduction	reduction	NOUN
ajmri-4821	34	124	of	of	ADP
ajmri-4821	34	125	establish	establish	VERB
ajmri-4821	34	126	causes	cause	NOUN
ajmri-4821	34	127	of	of	ADP
ajmri-4821	34	128	power	power	NOUN
ajmri-4821	34	129	failure	failure	NOUN
ajmri-4821	34	130	in	in	ADP
ajmri-4821	34	131	improving	improve	VERB
ajmri-4821	34	132	constant	constant	ADJ
ajmri-4821	34	133	power	power	NOUN
ajmri-4821	34	134	supply	supply	NOUN
ajmri-4821	34	135	in	in	ADP
ajmri-4821	34	136	renewable	renewable	ADJ
ajmri-4821	34	137	energy	energy	NOUN
ajmri-4821	34	138	integration	integration	NOUN
ajmri-4821	34	139	and	and	CCONJ
ajmri-4821	34	140	optimization	optimization	NOUN
ajmri-4821	34	141	with	with	ADP
ajmri-4821	34	142	and	and	CCONJ
ajmri-4821	34	143	without	without	ADP
ajmri-4821	34	144	ann	ann	PROPN
ajmri-4821	34	145	based	base	VERB
ajmri-4821	34	146	svc	svc	PROPN
ajmri-4821	34	147	the	the	DET
ajmri-4821	34	148	primary	primary	ADJ
ajmri-4821	34	149	goal	goal	NOUN
ajmri-4821	34	150	of	of	ADP
ajmri-4821	34	151	this	this	DET
ajmri-4821	34	152	research	research	NOUN
ajmri-4821	34	153	is	be	AUX
ajmri-4821	34	154	to	to	PART
ajmri-4821	34	155	improve	improve	VERB
ajmri-4821	34	156	the	the	DET
ajmri-4821	34	157	constant	constant	ADJ
ajmri-4821	34	158	power	power	NOUN
ajmri-4821	34	159	supply	supply	NOUN
ajmri-4821	34	160	in	in	ADP
ajmri-4821	34	161	renewable	renewable	ADJ
ajmri-4821	34	162	energy	energy	NOUN
ajmri-4821	34	163	integration	integration	NOUN
ajmri-4821	34	164	by	by	ADP
ajmri-4821	34	165	optimizing	optimize	VERB
ajmri-4821	34	166	power	power	NOUN
ajmri-4821	34	167	quality	quality	NOUN
ajmri-4821	34	168	and	and	CCONJ
ajmri-4821	34	169	grid	grid	NOUN
ajmri-4821	34	170	stability	stability	NOUN
ajmri-4821	34	171	using	use	VERB
ajmri-4821	34	172	artificial	artificial	ADJ
ajmri-4821	34	173	neural	neural	ADJ
ajmri-4821	34	174	network	network	NOUN
ajmri-4821	34	175	(	(	PUNCT
ajmri-4821	34	176	ann)-based	ann)-base	VERB
ajmri-4821	34	177	static	static	ADJ
ajmri-4821	34	178	var	var	NOUN
ajmri-4821	34	179	compensators	compensator	NOUN
ajmri-4821	34	180	(	(	PUNCT
ajmri-4821	34	181	svc	svc	PROPN
ajmri-4821	34	182	)	)	PUNCT
ajmri-4821	34	183	.	.	PUNCT
ajmri-4821	35	1	the	the	DET
ajmri-4821	35	2	specific	specific	ADJ
ajmri-4821	35	3	objectives	objective	NOUN
ajmri-4821	35	4	of	of	ADP
ajmri-4821	35	5	the	the	DET
ajmri-4821	35	6	study	study	NOUN
ajmri-4821	35	7	are	be	AUX
ajmri-4821	35	8	as	as	SCONJ
ajmri-4821	35	9	follows	follow	VERB
ajmri-4821	35	10	:	:	PUNCT
ajmri-4821	35	11	1	1	X
ajmri-4821	35	12	.	.	X
ajmri-4821	35	13	to	to	PART
ajmri-4821	35	14	analyze	analyze	VERB
ajmri-4821	35	15	the	the	DET
ajmri-4821	35	16	impact	impact	NOUN
ajmri-4821	35	17	of	of	ADP
ajmri-4821	35	18	renewable	renewable	ADJ
ajmri-4821	35	19	energy	energy	NOUN
ajmri-4821	35	20	integration	integration	NOUN
ajmri-4821	35	21	on	on	ADP
ajmri-4821	35	22	grid	grid	NOUN
ajmri-4821	35	23	stability	stability	NOUN
ajmri-4821	35	24	and	and	CCONJ
ajmri-4821	35	25	power	power	NOUN
ajmri-4821	35	26	quality	quality	NOUN
ajmri-4821	35	27	.	.	PUNCT
ajmri-4821	36	1	this	this	DET
ajmri-4821	36	2	objective	objective	NOUN
ajmri-4821	36	3	aims	aim	VERB
ajmri-4821	36	4	to	to	PART
ajmri-4821	36	5	investigate	investigate	VERB
ajmri-4821	36	6	the	the	DET
ajmri-4821	36	7	key	key	ADJ
ajmri-4821	36	8	challenges	challenge	NOUN
ajmri-4821	36	9	associated	associate	VERB
ajmri-4821	36	10	with	with	ADP
ajmri-4821	36	11	the	the	DET
ajmri-4821	36	12	integration	integration	NOUN
ajmri-4821	36	13	of	of	ADP
ajmri-4821	36	14	renewable	renewable	ADJ
ajmri-4821	36	15	energy	energy	NOUN
ajmri-4821	36	16	sources	source	NOUN
ajmri-4821	36	17	,	,	PUNCT
ajmri-4821	36	18	particularly	particularly	ADV
ajmri-4821	36	19	in	in	ADP
ajmri-4821	36	20	terms	term	NOUN
ajmri-4821	36	21	of	of	ADP
ajmri-4821	36	22	voltage	voltage	NOUN
ajmri-4821	36	23	instability	instability	NOUN
ajmri-4821	36	24	,	,	PUNCT
ajmri-4821	36	25	power	power	NOUN
ajmri-4821	36	26	fluctuations	fluctuation	NOUN
ajmri-4821	36	27	,	,	PUNCT
ajmri-4821	36	28	and	and	CCONJ
ajmri-4821	36	29	harmonic	harmonic	ADJ
ajmri-4821	36	30	distortions	distortion	NOUN
ajmri-4821	36	31	.	.	PUNCT
ajmri-4821	37	1	2	2	X
ajmri-4821	37	2	.	.	X
ajmri-4821	37	3	to	to	PART
ajmri-4821	37	4	design	design	VERB
ajmri-4821	37	5	and	and	CCONJ
ajmri-4821	37	6	develop	develop	VERB
ajmri-4821	37	7	an	an	DET
ajmri-4821	37	8	ann	ann	PROPN
ajmri-4821	37	9	-	-	PUNCT
ajmri-4821	37	10	based	base	VERB
ajmri-4821	37	11	svc	svc	PROPN
ajmri-4821	37	12	model	model	NOUN
ajmri-4821	37	13	for	for	ADP
ajmri-4821	37	14	real	real	ADJ
ajmri-4821	37	15	-	-	PUNCT
ajmri-4821	37	16	time	time	NOUN
ajmri-4821	37	17	reactive	reactive	ADJ
ajmri-4821	37	18	power	power	NOUN
ajmri-4821	37	19	compensation	compensation	NOUN
ajmri-4821	37	20	.	.	PUNCT
ajmri-4821	38	1	this	this	DET
ajmri-4821	38	2	objective	objective	NOUN
ajmri-4821	38	3	focuses	focus	VERB
ajmri-4821	38	4	on	on	ADP
ajmri-4821	38	5	creating	create	VERB
ajmri-4821	38	6	an	an	DET
ajmri-4821	38	7	intelligent	intelligent	ADJ
ajmri-4821	38	8	control	control	NOUN
ajmri-4821	38	9	system	system	NOUN
ajmri-4821	38	10	using	use	VERB
ajmri-4821	38	11	artificial	artificial	ADJ
ajmri-4821	38	12	neural	neural	ADJ
ajmri-4821	38	13	networks	network	NOUN
ajmri-4821	38	14	(	(	PUNCT
ajmri-4821	38	15	ann	ann	PROPN
ajmri-4821	38	16	)	)	PUNCT
ajmri-4821	38	17	to	to	PART
ajmri-4821	38	18	enhance	enhance	VERB
ajmri-4821	38	19	the	the	DET
ajmri-4821	38	20	performance	performance	NOUN
ajmri-4821	38	21	of	of	ADP
ajmri-4821	38	22	static	static	ADJ
ajmri-4821	38	23	var	var	NOUN
ajmri-4821	38	24	compensators	compensator	NOUN
ajmri-4821	38	25	(	(	PUNCT
ajmri-4821	38	26	svc	svc	NOUN
ajmri-4821	38	27	)	)	PUNCT
ajmri-4821	38	28	for	for	ADP
ajmri-4821	38	29	dynamic	dynamic	ADJ
ajmri-4821	38	30	reactive	reactive	ADJ
ajmri-4821	38	31	power	power	NOUN
ajmri-4821	38	32	management	management	NOUN
ajmri-4821	38	33	.	.	PUNCT
ajmri-4821	39	1	3	3	X
ajmri-4821	39	2	.	.	X
ajmri-4821	39	3	to	to	PART
ajmri-4821	39	4	optimize	optimize	VERB
ajmri-4821	39	5	the	the	DET
ajmri-4821	39	6	performance	performance	NOUN
ajmri-4821	39	7	of	of	ADP
ajmri-4821	39	8	the	the	DET
ajmri-4821	39	9	ann	ann	PROPN
ajmri-4821	39	10	-	-	PUNCT
ajmri-4821	39	11	based	base	VERB
ajmri-4821	39	12	svc	svc	NOUN
ajmri-4821	39	13	in	in	ADP
ajmri-4821	39	14	maintaining	maintain	VERB
ajmri-4821	39	15	voltage	voltage	NOUN
ajmri-4821	39	16	stability	stability	NOUN
ajmri-4821	39	17	under	under	ADP
ajmri-4821	39	18	varying	vary	VERB
ajmri-4821	39	19	renewable	renewable	ADJ
ajmri-4821	39	20	energy	energy	NOUN
ajmri-4821	39	21	conditions	condition	NOUN
ajmri-4821	39	22	.	.	PUNCT
ajmri-4821	40	1	the	the	DET
ajmri-4821	40	2	aim	aim	NOUN
ajmri-4821	40	3	is	be	AUX
ajmri-4821	40	4	to	to	PART
ajmri-4821	40	5	optimize	optimize	VERB
ajmri-4821	40	6	the	the	DET
ajmri-4821	40	7	svc	svc	NOUN
ajmri-4821	40	8	’s	’s	PART
ajmri-4821	40	9	response	response	NOUN
ajmri-4821	40	10	to	to	ADP
ajmri-4821	40	11	the	the	DET
ajmri-4821	40	12	intermittent	intermittent	ADJ
ajmri-4821	40	13	nature	nature	NOUN
ajmri-4821	40	14	of	of	ADP
ajmri-4821	40	15	renewable	renewable	ADJ
ajmri-4821	40	16	energy	energy	NOUN
ajmri-4821	40	17	sources	source	NOUN
ajmri-4821	40	18	(	(	PUNCT
ajmri-4821	40	19	such	such	ADJ
ajmri-4821	40	20	as	as	ADP
ajmri-4821	40	21	wind	wind	NOUN
ajmri-4821	40	22	and	and	CCONJ
ajmri-4821	40	23	solar	solar	ADJ
ajmri-4821	40	24	)	)	PUNCT
ajmri-4821	40	25	to	to	PART
ajmri-4821	40	26	ensure	ensure	VERB
ajmri-4821	40	27	stable	stable	ADJ
ajmri-4821	40	28	voltage	voltage	NOUN
ajmri-4821	40	29	levels	level	NOUN
ajmri-4821	40	30	and	and	CCONJ
ajmri-4821	40	31	minimize	minimize	VERB
ajmri-4821	40	32	grid	grid	NOUN
ajmri-4821	40	33	disturbances	disturbance	NOUN
ajmri-4821	40	34	.	.	PUNCT
ajmri-4821	41	1	4	4	X
ajmri-4821	41	2	.	.	PUNCT
ajmri-4821	41	3	to	to	PART
ajmri-4821	41	4	assess	assess	VERB
ajmri-4821	41	5	the	the	DET
ajmri-4821	41	6	effectiveness	effectiveness	NOUN
ajmri-4821	41	7	of	of	ADP
ajmri-4821	41	8	the	the	DET
ajmri-4821	41	9	ann	ann	PROPN
ajmri-4821	41	10	-	-	PUNCT
ajmri-4821	41	11	based	base	VERB
ajmri-4821	41	12	svc	svc	NOUN
ajmri-4821	41	13	in	in	ADP
ajmri-4821	41	14	reducing	reduce	VERB
ajmri-4821	41	15	harmonic	harmonic	ADJ
ajmri-4821	41	16	distortions	distortion	NOUN
ajmri-4821	41	17	and	and	CCONJ
ajmri-4821	41	18	improving	improve	VERB
ajmri-4821	41	19	power	power	NOUN
ajmri-4821	41	20	quality	quality	NOUN
ajmri-4821	41	21	.	.	PUNCT
ajmri-4821	42	1	this	this	DET
ajmri-4821	42	2	objective	objective	NOUN
ajmri-4821	42	3	seeks	seek	VERB
ajmri-4821	42	4	to	to	PART
ajmri-4821	42	5	evaluate	evaluate	VERB
ajmri-4821	42	6	the	the	DET
ajmri-4821	42	7	ability	ability	NOUN
ajmri-4821	42	8	of	of	ADP
ajmri-4821	42	9	the	the	DET
ajmri-4821	42	10	annbased	annbase	VERB
ajmri-4821	42	11	svc	svc	NOUN
ajmri-4821	42	12	system	system	NOUN
ajmri-4821	42	13	to	to	PART
ajmri-4821	42	14	minimize	minimize	VERB
ajmri-4821	42	15	harmonic	harmonic	ADJ
ajmri-4821	42	16	distortions	distortion	NOUN
ajmri-4821	42	17	caused	cause	VERB
ajmri-4821	42	18	by	by	ADP
ajmri-4821	42	19	fluctuating	fluctuate	VERB
ajmri-4821	42	20	renewable	renewable	ADJ
ajmri-4821	42	21	energy	energy	NOUN
ajmri-4821	42	22	inputs	input	NOUN
ajmri-4821	42	23	,	,	PUNCT
ajmri-4821	42	24	thereby	thereby	ADV
ajmri-4821	42	25	improving	improve	VERB
ajmri-4821	42	26	overall	overall	ADJ
ajmri-4821	42	27	power	power	NOUN
ajmri-4821	42	28	quality	quality	NOUN
ajmri-4821	42	29	.	.	PUNCT
ajmri-4821	43	1	5	5	X
ajmri-4821	43	2	.	.	PUNCT
ajmri-4821	43	3	to	to	PART
ajmri-4821	43	4	compare	compare	VERB
ajmri-4821	43	5	the	the	DET
ajmri-4821	43	6	performance	performance	NOUN
ajmri-4821	43	7	of	of	ADP
ajmri-4821	43	8	ann	ann	PROPN
ajmri-4821	43	9	-	-	PUNCT
ajmri-4821	43	10	based	base	VERB
ajmri-4821	43	11	svc	svc	PROPN
ajmri-4821	43	12	with	with	ADP
ajmri-4821	43	13	traditional	traditional	ADJ
ajmri-4821	43	14	reactive	reactive	ADJ
ajmri-4821	43	15	power	power	NOUN
ajmri-4821	43	16	compensation	compensation	NOUN
ajmri-4821	43	17	methods	method	NOUN
ajmri-4821	43	18	.	.	PUNCT
ajmri-4821	44	1	the	the	DET
ajmri-4821	44	2	goal	goal	NOUN
ajmri-4821	44	3	is	be	AUX
ajmri-4821	44	4	to	to	PART
ajmri-4821	44	5	conduct	conduct	VERB
ajmri-4821	44	6	a	a	DET
ajmri-4821	44	7	comparative	comparative	ADJ
ajmri-4821	44	8	analysis	analysis	NOUN
ajmri-4821	44	9	between	between	ADP
ajmri-4821	44	10	ann	ann	PROPN
ajmri-4821	44	11	-	-	PUNCT
ajmri-4821	44	12	based	base	VERB
ajmri-4821	44	13	svc	svc	PROPN
ajmri-4821	44	14	systems	system	NOUN
ajmri-4821	44	15	and	and	CCONJ
ajmri-4821	44	16	conventional	conventional	ADJ
ajmri-4821	44	17	methods	method	NOUN
ajmri-4821	44	18	such	such	ADJ
ajmri-4821	44	19	as	as	ADP
ajmri-4821	44	20	fixed	fix	VERB
ajmri-4821	44	21	svcs	svcs	NOUN
ajmri-4821	44	22	or	or	CCONJ
ajmri-4821	44	23	manual	manual	ADJ
ajmri-4821	44	24	reactive	reactive	ADJ
ajmri-4821	44	25	power	power	NOUN
ajmri-4821	44	26	adjustments	adjustment	NOUN
ajmri-4821	44	27	,	,	PUNCT
ajmri-4821	44	28	measuring	measure	VERB
ajmri-4821	44	29	improvements	improvement	NOUN
ajmri-4821	44	30	in	in	ADP
ajmri-4821	44	31	grid	grid	NOUN
ajmri-4821	44	32	stability	stability	NOUN
ajmri-4821	44	33	and	and	CCONJ
ajmri-4821	44	34	constant	constant	ADJ
ajmri-4821	44	35	power	power	NOUN
ajmri-4821	44	36	supply	supply	NOUN
ajmri-4821	44	37	.	.	PUNCT
ajmri-4821	45	1	6	6	X
ajmri-4821	45	2	.	.	X
ajmri-4821	45	3	to	to	PART
ajmri-4821	45	4	evaluate	evaluate	VERB
ajmri-4821	45	5	the	the	DET
ajmri-4821	45	6	scalability	scalability	NOUN
ajmri-4821	45	7	of	of	ADP
ajmri-4821	45	8	the	the	DET
ajmri-4821	45	9	ann	ann	PROPN
ajmri-4821	45	10	-	-	PUNCT
ajmri-4821	45	11	based	base	VERB
ajmri-4821	45	12	svc	svc	NOUN
ajmri-4821	45	13	system	system	NOUN
ajmri-4821	45	14	for	for	ADP
ajmri-4821	45	15	large	large	ADJ
ajmri-4821	45	16	-	-	PUNCT
ajmri-4821	45	17	scale	scale	NOUN
ajmri-4821	45	18	renewable	renewable	ADJ
ajmri-4821	45	19	energy	energy	NOUN
ajmri-4821	45	20	integration	integration	NOUN
ajmri-4821	45	21	.	.	PUNCT
ajmri-4821	46	1	this	this	DET
ajmri-4821	46	2	objective	objective	NOUN
ajmri-4821	46	3	will	will	AUX
ajmri-4821	46	4	explore	explore	VERB
ajmri-4821	46	5	how	how	SCONJ
ajmri-4821	46	6	the	the	DET
ajmri-4821	46	7	ann	ann	PROPN
ajmri-4821	46	8	-	-	PUNCT
ajmri-4821	46	9	based	base	VERB
ajmri-4821	46	10	svc	svc	NOUN
ajmri-4821	46	11	system	system	NOUN
ajmri-4821	46	12	can	can	AUX
ajmri-4821	46	13	be	be	AUX
ajmri-4821	46	14	scaled	scale	VERB
ajmri-4821	46	15	and	and	CCONJ
ajmri-4821	46	16	applied	apply	VERB
ajmri-4821	46	17	to	to	ADP
ajmri-4821	46	18	larger	large	ADJ
ajmri-4821	46	19	grid	grid	NOUN
ajmri-4821	46	20	systems	system	NOUN
ajmri-4821	46	21	with	with	ADP
ajmri-4821	46	22	a	a	DET
ajmri-4821	46	23	higher	high	ADJ
ajmri-4821	46	24	penetration	penetration	NOUN
ajmri-4821	46	25	of	of	ADP
ajmri-4821	46	26	renewable	renewable	ADJ
ajmri-4821	46	27	energy	energy	NOUN
ajmri-4821	46	28	sources	source	NOUN
ajmri-4821	46	29	,	,	PUNCT
ajmri-4821	46	30	ensuring	ensure	VERB
ajmri-4821	46	31	widespread	widespread	ADJ
ajmri-4821	46	32	applicability	applicability	NOUN
ajmri-4821	46	33	for	for	ADP
ajmri-4821	46	34	improving	improve	VERB
ajmri-4821	46	35	constant	constant	ADJ
ajmri-4821	46	36	power	power	NOUN
ajmri-4821	46	37	supply	supply	NOUN
ajmri-4821	46	38	.	.	PUNCT
ajmri-4821	47	1	7	7	X
ajmri-4821	47	2	.	.	PUNCT
ajmri-4821	47	3	to	to	PART
ajmri-4821	47	4	propose	propose	VERB
ajmri-4821	47	5	a	a	DET
ajmri-4821	47	6	framework	framework	NOUN
ajmri-4821	47	7	for	for	ADP
ajmri-4821	47	8	implementing	implement	VERB
ajmri-4821	47	9	annbased	annbase	VERB
ajmri-4821	47	10	svc	svc	PROPN
ajmri-4821	47	11	in	in	ADP
ajmri-4821	47	12	renewable	renewable	ADJ
ajmri-4821	47	13	energy	energy	NOUN
ajmri-4821	47	14	-	-	PUNCT
ajmri-4821	47	15	dominated	dominate	VERB
ajmri-4821	47	16	grids	grid	NOUN
ajmri-4821	47	17	.	.	PUNCT
ajmri-4821	48	1	this	this	DET
ajmri-4821	48	2	objective	objective	NOUN
ajmri-4821	48	3	aims	aim	VERB
ajmri-4821	48	4	to	to	PART
ajmri-4821	48	5	develop	develop	VERB
ajmri-4821	48	6	practical	practical	ADJ
ajmri-4821	48	7	guidelines	guideline	NOUN
ajmri-4821	48	8	for	for	ADP
ajmri-4821	48	9	the	the	DET
ajmri-4821	48	10	deployment	deployment	NOUN
ajmri-4821	48	11	of	of	ADP
ajmri-4821	48	12	ann	ann	PROPN
ajmri-4821	48	13	-	-	PUNCT
ajmri-4821	48	14	based	base	VERB
ajmri-4821	48	15	svc	svc	PROPN
ajmri-4821	48	16	systems	system	NOUN
ajmri-4821	48	17	in	in	ADP
ajmri-4821	48	18	real	real	ADJ
ajmri-4821	48	19	-	-	PUNCT
ajmri-4821	48	20	world	world	NOUN
ajmri-4821	48	21	renewable	renewable	ADJ
ajmri-4821	48	22	energy	energy	NOUN
ajmri-4821	48	23	projects	project	NOUN
ajmri-4821	48	24	to	to	PART
ajmri-4821	48	25	enhance	enhance	VERB
ajmri-4821	48	26	grid	grid	NOUN
ajmri-4821	48	27	reliability	reliability	NOUN
ajmri-4821	48	28	and	and	CCONJ
ajmri-4821	48	29	maintain	maintain	VERB
ajmri-4821	48	30	a	a	DET
ajmri-4821	48	31	consistent	consistent	ADJ
ajmri-4821	48	32	power	power	NOUN
ajmri-4821	48	33	supply	supply	NOUN
ajmri-4821	48	34	.	.	PUNCT
ajmri-4821	49	1	these	these	DET
ajmri-4821	49	2	objectives	objective	NOUN
ajmri-4821	49	3	collectively	collectively	ADV
ajmri-4821	49	4	aim	aim	VERB
ajmri-4821	49	5	to	to	PART
ajmri-4821	49	6	address	address	VERB
ajmri-4821	49	7	the	the	DET
ajmri-4821	49	8	challenges	challenge	NOUN
ajmri-4821	49	9	of	of	ADP
ajmri-4821	49	10	maintaining	maintain	VERB
ajmri-4821	49	11	a	a	DET
ajmri-4821	49	12	constant	constant	ADJ
ajmri-4821	49	13	power	power	NOUN
ajmri-4821	49	14	supply	supply	NOUN
ajmri-4821	49	15	in	in	ADP
ajmri-4821	49	16	pa	pa	PROPN
ajmri-4821	49	17	ge	ge	PROPN
ajmri-4821	49	18	20	20	NUM
ajmri-4821	49	19	7	7	NUM
ajmri-4821	49	20	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	49	21	am	am	NOUN
ajmri-4821	49	22	.	.	PUNCT
ajmri-4821	50	1	j.	j.	PROPN
ajmri-4821	50	2	multidis	multidis	PROPN
ajmri-4821	50	3	.	.	PUNCT
ajmri-4821	51	1	res	re	NOUN
ajmri-4821	51	2	.	.	PUNCT
ajmri-4821	52	1	innov	innov	PROPN
ajmri-4821	52	2	.	.	PUNCT
ajmri-4821	53	1	4(3	4(3	NUM
ajmri-4821	53	2	)	)	PUNCT
ajmri-4821	53	3	205	205	NUM
ajmri-4821	53	4	-	-	SYM
ajmri-4821	53	5	215	215	NUM
ajmri-4821	53	6	,	,	PUNCT
ajmri-4821	53	7	2025	2025	NUM
ajmri-4821	53	8	renewable	renewable	ADJ
ajmri-4821	53	9	energy	energy	NOUN
ajmri-4821	53	10	-	-	PUNCT
ajmri-4821	53	11	integrated	integrate	VERB
ajmri-4821	53	12	grids	grid	NOUN
ajmri-4821	53	13	through	through	ADP
ajmri-4821	53	14	the	the	DET
ajmri-4821	53	15	innovative	innovative	ADJ
ajmri-4821	53	16	application	application	NOUN
ajmri-4821	53	17	of	of	ADP
ajmri-4821	53	18	ann	ann	PROPN
ajmri-4821	53	19	-	-	PUNCT
ajmri-4821	53	20	based	base	VERB
ajmri-4821	53	21	svc	svc	PROPN
ajmri-4821	53	22	technology	technology	NOUN
ajmri-4821	53	23	.	.	PUNCT
ajmri-4821	54	1	materials	material	NOUN
ajmri-4821	54	2	and	and	CCONJ
ajmri-4821	54	3	methods	method	NOUN
ajmri-4821	54	4	to	to	PART
ajmri-4821	54	5	characterize	characterize	VERB
ajmri-4821	54	6	and	and	CCONJ
ajmri-4821	54	7	establish	establish	VERB
ajmri-4821	54	8	the	the	DET
ajmri-4821	54	9	causes	cause	NOUN
ajmri-4821	54	10	of	of	ADP
ajmri-4821	54	11	power	power	NOUN
ajmri-4821	54	12	failure	failure	NOUN
ajmri-4821	54	13	in	in	ADP
ajmri-4821	54	14	improving	improve	VERB
ajmri-4821	54	15	constant	constant	ADJ
ajmri-4821	54	16	power	power	NOUN
ajmri-4821	54	17	supply	supply	NOUN
ajmri-4821	54	18	in	in	ADP
ajmri-4821	54	19	renewable	renewable	ADJ
ajmri-4821	54	20	energy	energy	NOUN
ajmri-4821	54	21	integration	integration	NOUN
ajmri-4821	54	22	and	and	CCONJ
ajmri-4821	54	23	optimization	optimization	NOUN
ajmri-4821	54	24	below	below	ADV
ajmri-4821	54	25	is	be	AUX
ajmri-4821	54	26	a	a	DET
ajmri-4821	54	27	table	table	NOUN
ajmri-4821	54	28	characterizing	characterize	VERB
ajmri-4821	54	29	and	and	CCONJ
ajmri-4821	54	30	establishing	establish	VERB
ajmri-4821	54	31	the	the	DET
ajmri-4821	54	32	causes	cause	NOUN
ajmri-4821	54	33	of	of	ADP
ajmri-4821	54	34	power	power	NOUN
ajmri-4821	54	35	failure	failure	NOUN
ajmri-4821	54	36	in	in	ADP
ajmri-4821	54	37	improving	improve	VERB
ajmri-4821	54	38	constant	constant	ADJ
ajmri-4821	54	39	power	power	NOUN
ajmri-4821	54	40	supply	supply	NOUN
ajmri-4821	54	41	in	in	ADP
ajmri-4821	54	42	renewable	renewable	ADJ
ajmri-4821	54	43	energy	energy	NOUN
ajmri-4821	54	44	integration	integration	NOUN
ajmri-4821	54	45	and	and	CCONJ
ajmri-4821	54	46	optimization	optimization	NOUN
ajmri-4821	54	47	,	,	PUNCT
ajmri-4821	54	48	along	along	ADP
ajmri-4821	54	49	with	with	ADP
ajmri-4821	54	50	estimated	estimate	VERB
ajmri-4821	54	51	percentages	percentage	NOUN
ajmri-4821	54	52	of	of	ADP
ajmri-4821	54	53	their	their	PRON
ajmri-4821	54	54	contributions	contribution	NOUN
ajmri-4821	54	55	to	to	ADP
ajmri-4821	54	56	power	power	NOUN
ajmri-4821	54	57	failure	failure	NOUN
ajmri-4821	54	58	:	:	PUNCT
ajmri-4821	54	59	table	table	NOUN
ajmri-4821	54	60	1	1	NUM
ajmri-4821	54	61	:	:	PUNCT
ajmri-4821	54	62	characterized	characterize	VERB
ajmri-4821	54	63	and	and	CCONJ
ajmri-4821	54	64	established	establish	VERB
ajmri-4821	54	65	causes	cause	NOUN
ajmri-4821	54	66	of	of	ADP
ajmri-4821	54	67	power	power	NOUN
ajmri-4821	54	68	failure	failure	NOUN
ajmri-4821	54	69	in	in	ADP
ajmri-4821	54	70	improving	improve	VERB
ajmri-4821	54	71	constant	constant	ADJ
ajmri-4821	54	72	power	power	NOUN
ajmri-4821	54	73	supply	supply	NOUN
ajmri-4821	54	74	in	in	ADP
ajmri-4821	54	75	renewable	renewable	ADJ
ajmri-4821	54	76	energy	energy	NOUN
ajmri-4821	54	77	integration	integration	NOUN
ajmri-4821	54	78	and	and	CCONJ
ajmri-4821	54	79	optimization	optimization	NOUN
ajmri-4821	54	80	cause	cause	NOUN
ajmri-4821	54	81	of	of	ADP
ajmri-4821	54	82	power	power	NOUN
ajmri-4821	54	83	failure	failure	NOUN
ajmri-4821	54	84	description	description	NOUN
ajmri-4821	54	85	percentage	percentage	NOUN
ajmri-4821	54	86	contribution	contribution	NOUN
ajmri-4821	54	87	(	(	PUNCT
ajmri-4821	54	88	%	%	INTJ
ajmri-4821	54	89	)	)	PUNCT
ajmri-4821	55	1	1	1	X
ajmri-4821	55	2	.	.	X
ajmri-4821	56	1	intermittency	intermittency	NOUN
ajmri-4821	56	2	of	of	ADP
ajmri-4821	56	3	renewable	renewable	ADJ
ajmri-4821	56	4	energy	energy	NOUN
ajmri-4821	56	5	sources	source	NOUN
ajmri-4821	56	6	fluctuations	fluctuation	NOUN
ajmri-4821	56	7	in	in	ADP
ajmri-4821	56	8	energy	energy	NOUN
ajmri-4821	56	9	output	output	NOUN
ajmri-4821	56	10	from	from	ADP
ajmri-4821	56	11	sources	source	NOUN
ajmri-4821	56	12	like	like	ADP
ajmri-4821	56	13	solar	solar	ADJ
ajmri-4821	56	14	and	and	CCONJ
ajmri-4821	56	15	wind	wind	NOUN
ajmri-4821	56	16	due	due	ADP
ajmri-4821	56	17	to	to	ADP
ajmri-4821	56	18	weather	weather	NOUN
ajmri-4821	56	19	and	and	CCONJ
ajmri-4821	56	20	day	day	NOUN
ajmri-4821	56	21	-	-	PUNCT
ajmri-4821	56	22	night	night	NOUN
ajmri-4821	56	23	cycles	cycle	NOUN
ajmri-4821	56	24	,	,	PUNCT
ajmri-4821	56	25	leading	lead	VERB
ajmri-4821	56	26	to	to	ADP
ajmri-4821	56	27	inconsistent	inconsistent	ADJ
ajmri-4821	56	28	power	power	NOUN
ajmri-4821	56	29	supply	supply	NOUN
ajmri-4821	56	30	.	.	PUNCT
ajmri-4821	57	1	30	30	NUM
ajmri-4821	57	2	%	%	NOUN
ajmri-4821	57	3	2	2	NUM
ajmri-4821	57	4	.	.	NOUN
ajmri-4821	57	5	inadequate	inadequate	ADJ
ajmri-4821	57	6	energy	energy	NOUN
ajmri-4821	57	7	storage	storage	NOUN
ajmri-4821	57	8	systems	system	NOUN
ajmri-4821	57	9	lack	lack	NOUN
ajmri-4821	57	10	of	of	ADP
ajmri-4821	57	11	sufficient	sufficient	ADJ
ajmri-4821	57	12	energy	energy	NOUN
ajmri-4821	57	13	storage	storage	NOUN
ajmri-4821	57	14	to	to	PART
ajmri-4821	57	15	balance	balance	VERB
ajmri-4821	57	16	supply	supply	NOUN
ajmri-4821	57	17	and	and	CCONJ
ajmri-4821	57	18	demand	demand	NOUN
ajmri-4821	57	19	during	during	ADP
ajmri-4821	57	20	periods	period	NOUN
ajmri-4821	57	21	of	of	ADP
ajmri-4821	57	22	low	low	ADJ
ajmri-4821	57	23	renewable	renewable	ADJ
ajmri-4821	57	24	generation	generation	NOUN
ajmri-4821	57	25	,	,	PUNCT
ajmri-4821	57	26	causing	cause	VERB
ajmri-4821	57	27	power	power	NOUN
ajmri-4821	57	28	shortages	shortage	NOUN
ajmri-4821	57	29	.	.	PUNCT
ajmri-4821	58	1	20	20	NUM
ajmri-4821	58	2	%	%	NOUN
ajmri-4821	58	3	3	3	NUM
ajmri-4821	58	4	.	.	PUNCT
ajmri-4821	58	5	grid	grid	NOUN
ajmri-4821	58	6	instability	instability	NOUN
ajmri-4821	58	7	and	and	CCONJ
ajmri-4821	58	8	voltage	voltage	NOUN
ajmri-4821	58	9	fluctuations	fluctuation	NOUN
ajmri-4821	58	10	voltage	voltage	NOUN
ajmri-4821	58	11	instability	instability	NOUN
ajmri-4821	58	12	caused	cause	VERB
ajmri-4821	58	13	by	by	ADP
ajmri-4821	58	14	fluctuating	fluctuate	VERB
ajmri-4821	58	15	renewable	renewable	ADJ
ajmri-4821	58	16	inputs	input	NOUN
ajmri-4821	58	17	,	,	PUNCT
ajmri-4821	58	18	leading	lead	VERB
ajmri-4821	58	19	to	to	ADP
ajmri-4821	58	20	disturbances	disturbance	NOUN
ajmri-4821	58	21	in	in	ADP
ajmri-4821	58	22	power	power	NOUN
ajmri-4821	58	23	quality	quality	NOUN
ajmri-4821	58	24	and	and	CCONJ
ajmri-4821	58	25	potential	potential	ADJ
ajmri-4821	58	26	grid	grid	NOUN
ajmri-4821	58	27	failures	failure	NOUN
ajmri-4821	58	28	.	.	PUNCT
ajmri-4821	59	1	15	15	NUM
ajmri-4821	59	2	%	%	NOUN
ajmri-4821	59	3	4	4	NUM
ajmri-4821	59	4	.	.	PUNCT
ajmri-4821	59	5	transmission	transmission	NOUN
ajmri-4821	59	6	and	and	CCONJ
ajmri-4821	59	7	distribution	distribution	NOUN
ajmri-4821	59	8	losses	loss	NOUN
ajmri-4821	59	9	energy	energy	NOUN
ajmri-4821	59	10	losses	loss	NOUN
ajmri-4821	59	11	due	due	ADJ
ajmri-4821	59	12	to	to	ADP
ajmri-4821	59	13	inefficient	inefficient	ADJ
ajmri-4821	59	14	or	or	CCONJ
ajmri-4821	59	15	outdated	outdated	ADJ
ajmri-4821	59	16	transmission	transmission	NOUN
ajmri-4821	59	17	and	and	CCONJ
ajmri-4821	59	18	distribution	distribution	NOUN
ajmri-4821	59	19	networks	network	NOUN
ajmri-4821	59	20	,	,	PUNCT
ajmri-4821	59	21	reducing	reduce	VERB
ajmri-4821	59	22	the	the	DET
ajmri-4821	59	23	amount	amount	NOUN
ajmri-4821	59	24	of	of	ADP
ajmri-4821	59	25	power	power	NOUN
ajmri-4821	59	26	delivered	deliver	VERB
ajmri-4821	59	27	to	to	ADP
ajmri-4821	59	28	consumers	consumer	NOUN
ajmri-4821	59	29	.	.	PUNCT
ajmri-4821	60	1	10	10	NUM
ajmri-4821	60	2	%	%	NOUN
ajmri-4821	60	3	5	5	NUM
ajmri-4821	60	4	.	.	NOUN
ajmri-4821	60	5	lack	lack	NOUN
ajmri-4821	60	6	of	of	ADP
ajmri-4821	60	7	grid	grid	NOUN
ajmri-4821	60	8	flexibility	flexibility	NOUN
ajmri-4821	60	9	and	and	CCONJ
ajmri-4821	60	10	modernization	modernization	NOUN
ajmri-4821	60	11	inability	inability	NOUN
ajmri-4821	60	12	of	of	ADP
ajmri-4821	60	13	traditional	traditional	ADJ
ajmri-4821	60	14	grids	grid	NOUN
ajmri-4821	60	15	to	to	PART
ajmri-4821	60	16	adapt	adapt	VERB
ajmri-4821	60	17	to	to	ADP
ajmri-4821	60	18	the	the	DET
ajmri-4821	60	19	dynamic	dynamic	ADJ
ajmri-4821	60	20	nature	nature	NOUN
ajmri-4821	60	21	of	of	ADP
ajmri-4821	60	22	renewable	renewable	ADJ
ajmri-4821	60	23	energy	energy	NOUN
ajmri-4821	60	24	due	due	ADP
ajmri-4821	60	25	to	to	ADP
ajmri-4821	60	26	outdated	outdated	ADJ
ajmri-4821	60	27	infrastructure	infrastructure	NOUN
ajmri-4821	60	28	and	and	CCONJ
ajmri-4821	60	29	lack	lack	NOUN
ajmri-4821	60	30	of	of	ADP
ajmri-4821	60	31	realtime	realtime	NOUN
ajmri-4821	60	32	control	control	NOUN
ajmri-4821	60	33	systems	system	NOUN
ajmri-4821	60	34	.	.	PUNCT
ajmri-4821	61	1	10	10	NUM
ajmri-4821	61	2	%	%	NOUN
ajmri-4821	61	3	6	6	NUM
ajmri-4821	61	4	.	.	PUNCT
ajmri-4821	61	5	reactive	reactive	ADJ
ajmri-4821	61	6	power	power	NOUN
ajmri-4821	61	7	imbalance	imbalance	NOUN
ajmri-4821	61	8	insufficient	insufficient	ADJ
ajmri-4821	61	9	reactive	reactive	ADJ
ajmri-4821	61	10	power	power	NOUN
ajmri-4821	61	11	compensation	compensation	NOUN
ajmri-4821	61	12	,	,	PUNCT
ajmri-4821	61	13	leading	lead	VERB
ajmri-4821	61	14	to	to	ADP
ajmri-4821	61	15	voltage	voltage	NOUN
ajmri-4821	61	16	instability	instability	NOUN
ajmri-4821	61	17	,	,	PUNCT
ajmri-4821	61	18	especially	especially	ADV
ajmri-4821	61	19	during	during	ADP
ajmri-4821	61	20	high	high	ADJ
ajmri-4821	61	21	penetration	penetration	NOUN
ajmri-4821	61	22	of	of	ADP
ajmri-4821	61	23	renewable	renewable	ADJ
ajmri-4821	61	24	energy	energy	NOUN
ajmri-4821	61	25	sources	source	NOUN
ajmri-4821	61	26	.	.	PUNCT
ajmri-4821	62	1	5	5	NUM
ajmri-4821	62	2	%	%	NOUN
ajmri-4821	62	3	7	7	NUM
ajmri-4821	62	4	.	.	PUNCT
ajmri-4821	62	5	inadequate	inadequate	ADJ
ajmri-4821	62	6	backup	backup	NOUN
ajmri-4821	62	7	power	power	NOUN
ajmri-4821	62	8	systems	system	NOUN
ajmri-4821	62	9	insufficient	insufficient	ADJ
ajmri-4821	62	10	or	or	CCONJ
ajmri-4821	62	11	slow	slow	ADV
ajmri-4821	62	12	-	-	PUNCT
ajmri-4821	62	13	responding	respond	VERB
ajmri-4821	62	14	backup	backup	ADJ
ajmri-4821	62	15	power	power	NOUN
ajmri-4821	62	16	systems	system	NOUN
ajmri-4821	62	17	,	,	PUNCT
ajmri-4821	62	18	leading	lead	VERB
ajmri-4821	62	19	to	to	ADP
ajmri-4821	62	20	power	power	NOUN
ajmri-4821	62	21	outages	outage	NOUN
ajmri-4821	62	22	when	when	SCONJ
ajmri-4821	62	23	renewable	renewable	ADJ
ajmri-4821	62	24	generation	generation	NOUN
ajmri-4821	62	25	drops	drop	VERB
ajmri-4821	62	26	unexpectedly	unexpectedly	ADV
ajmri-4821	62	27	.	.	PUNCT
ajmri-4821	63	1	5	5	NUM
ajmri-4821	63	2	%	%	NOUN
ajmri-4821	63	3	8	8	NUM
ajmri-4821	63	4	.	.	PUNCT
ajmri-4821	63	5	weather	weather	NOUN
ajmri-4821	63	6	-	-	PUNCT
ajmri-4821	63	7	related	relate	VERB
ajmri-4821	63	8	factors	factor	NOUN
ajmri-4821	63	9	sudden	sudden	ADJ
ajmri-4821	63	10	weather	weather	NOUN
ajmri-4821	63	11	changes	change	NOUN
ajmri-4821	63	12	affecting	affect	VERB
ajmri-4821	63	13	renewable	renewable	ADJ
ajmri-4821	63	14	energy	energy	NOUN
ajmri-4821	63	15	production	production	NOUN
ajmri-4821	63	16	(	(	PUNCT
ajmri-4821	63	17	e.g.	e.g.	ADV
ajmri-4821	63	18	,	,	PUNCT
ajmri-4821	63	19	storms	storm	NOUN
ajmri-4821	63	20	,	,	PUNCT
ajmri-4821	63	21	cloud	cloud	NOUN
ajmri-4821	63	22	cover	cover	NOUN
ajmri-4821	63	23	)	)	PUNCT
ajmri-4821	63	24	,	,	PUNCT
ajmri-4821	63	25	causing	cause	VERB
ajmri-4821	63	26	abrupt	abrupt	ADJ
ajmri-4821	63	27	drops	drop	NOUN
ajmri-4821	63	28	in	in	ADP
ajmri-4821	63	29	power	power	NOUN
ajmri-4821	63	30	generation	generation	NOUN
ajmri-4821	63	31	.	.	PUNCT
ajmri-4821	64	1	3	3	NUM
ajmri-4821	64	2	%	%	NOUN
ajmri-4821	64	3	9	9	NUM
ajmri-4821	64	4	.	.	NOUN
ajmri-4821	64	5	harmonic	harmonic	ADJ
ajmri-4821	64	6	distortions	distortion	NOUN
ajmri-4821	64	7	and	and	CCONJ
ajmri-4821	64	8	power	power	NOUN
ajmri-4821	64	9	quality	quality	NOUN
ajmri-4821	64	10	issues	issue	NOUN
ajmri-4821	64	11	harmonic	harmonic	VERB
ajmri-4821	64	12	distortions	distortion	NOUN
ajmri-4821	64	13	caused	cause	VERB
ajmri-4821	64	14	by	by	ADP
ajmri-4821	64	15	inverters	inverter	NOUN
ajmri-4821	64	16	,	,	PUNCT
ajmri-4821	64	17	reducing	reduce	VERB
ajmri-4821	64	18	power	power	NOUN
ajmri-4821	64	19	quality	quality	NOUN
ajmri-4821	64	20	and	and	CCONJ
ajmri-4821	64	21	leading	lead	VERB
ajmri-4821	64	22	to	to	ADP
ajmri-4821	64	23	equipment	equipment	NOUN
ajmri-4821	64	24	malfunctions	malfunction	NOUN
ajmri-4821	64	25	or	or	CCONJ
ajmri-4821	64	26	grid	grid	NOUN
ajmri-4821	64	27	disturbances	disturbance	NOUN
ajmri-4821	64	28	.	.	PUNCT
ajmri-4821	65	1	2	2	NUM
ajmri-4821	65	2	%	%	NOUN
ajmri-4821	65	3	10	10	NUM
ajmri-4821	65	4	.	.	PUNCT
ajmri-4821	65	5	regulatory	regulatory	ADJ
ajmri-4821	65	6	and	and	CCONJ
ajmri-4821	65	7	policy	policy	NOUN
ajmri-4821	65	8	barriers	barrier	NOUN
ajmri-4821	65	9	lack	lack	NOUN
ajmri-4821	65	10	of	of	ADP
ajmri-4821	65	11	supportive	supportive	ADJ
ajmri-4821	65	12	policies	policy	NOUN
ajmri-4821	65	13	or	or	CCONJ
ajmri-4821	65	14	regulations	regulation	NOUN
ajmri-4821	65	15	that	that	PRON
ajmri-4821	65	16	delay	delay	VERB
ajmri-4821	65	17	investment	investment	NOUN
ajmri-4821	65	18	in	in	ADP
ajmri-4821	65	19	grid	grid	NOUN
ajmri-4821	65	20	modernization	modernization	NOUN
ajmri-4821	65	21	,	,	PUNCT
ajmri-4821	65	22	energy	energy	NOUN
ajmri-4821	65	23	storage	storage	NOUN
ajmri-4821	65	24	,	,	PUNCT
ajmri-4821	65	25	or	or	CCONJ
ajmri-4821	65	26	backup	backup	ADJ
ajmri-4821	65	27	systems	system	NOUN
ajmri-4821	65	28	,	,	PUNCT
ajmri-4821	65	29	hindering	hinder	VERB
ajmri-4821	65	30	effective	effective	ADJ
ajmri-4821	65	31	renewable	renewable	ADJ
ajmri-4821	65	32	integration	integration	NOUN
ajmri-4821	65	33	.	.	PUNCT
ajmri-4821	66	1	2	2	NUM
ajmri-4821	66	2	%	%	NOUN
ajmri-4821	66	3	causes	cause	NOUN
ajmri-4821	66	4	of	of	ADP
ajmri-4821	66	5	not	not	PART
ajmri-4821	66	6	having	have	VERB
ajmri-4821	66	7	constant	constant	ADJ
ajmri-4821	66	8	power	power	NOUN
ajmri-4821	66	9	supply	supply	NOUN
ajmri-4821	66	10	in	in	ADP
ajmri-4821	66	11	there	there	ADV
ajmri-4821	66	12	are	be	AUX
ajmri-4821	66	13	several	several	ADJ
ajmri-4821	66	14	key	key	ADJ
ajmri-4821	66	15	causes	cause	NOUN
ajmri-4821	66	16	of	of	ADP
ajmri-4821	66	17	not	not	PART
ajmri-4821	66	18	having	have	VERB
ajmri-4821	66	19	a	a	DET
ajmri-4821	66	20	constant	constant	ADJ
ajmri-4821	66	21	power	power	NOUN
ajmri-4821	66	22	supply	supply	NOUN
ajmri-4821	66	23	in	in	ADP
ajmri-4821	66	24	renewable	renewable	ADJ
ajmri-4821	66	25	energy	energy	NOUN
ajmri-4821	66	26	integration	integration	NOUN
ajmri-4821	66	27	,	,	PUNCT
ajmri-4821	66	28	primarily	primarily	ADV
ajmri-4821	66	29	stemming	stem	VERB
ajmri-4821	66	30	from	from	ADP
ajmri-4821	66	31	the	the	DET
ajmri-4821	66	32	nature	nature	NOUN
ajmri-4821	66	33	of	of	ADP
ajmri-4821	66	34	renewable	renewable	ADJ
ajmri-4821	66	35	energy	energy	NOUN
ajmri-4821	66	36	sources	source	NOUN
ajmri-4821	66	37	and	and	CCONJ
ajmri-4821	66	38	the	the	DET
ajmri-4821	66	39	challenges	challenge	NOUN
ajmri-4821	66	40	involved	involve	VERB
ajmri-4821	66	41	in	in	ADP
ajmri-4821	66	42	grid	grid	NOUN
ajmri-4821	66	43	management	management	NOUN
ajmri-4821	66	44	.	.	PUNCT
ajmri-4821	67	1	these	these	DET
ajmri-4821	67	2	causes	cause	NOUN
ajmri-4821	67	3	include	include	VERB
ajmri-4821	67	4	:	:	PUNCT
ajmri-4821	67	5	intermittency	intermittency	NOUN
ajmri-4821	67	6	of	of	ADP
ajmri-4821	67	7	renewable	renewable	ADJ
ajmri-4821	67	8	energy	energy	NOUN
ajmri-4821	67	9	sources	source	NOUN
ajmri-4821	67	10	•	•	VERB
ajmri-4821	67	11	renewable	renewable	ADJ
ajmri-4821	67	12	energy	energy	NOUN
ajmri-4821	67	13	sources	source	NOUN
ajmri-4821	67	14	such	such	ADJ
ajmri-4821	67	15	as	as	ADP
ajmri-4821	67	16	solar	solar	ADJ
ajmri-4821	67	17	and	and	CCONJ
ajmri-4821	67	18	wind	wind	NOUN
ajmri-4821	67	19	are	be	AUX
ajmri-4821	67	20	inherently	inherently	ADV
ajmri-4821	67	21	intermittent	intermittent	ADJ
ajmri-4821	67	22	.	.	PUNCT
ajmri-4821	68	1	solar	solar	ADJ
ajmri-4821	68	2	energy	energy	NOUN
ajmri-4821	68	3	depends	depend	VERB
ajmri-4821	68	4	on	on	ADP
ajmri-4821	68	5	sunlight	sunlight	NOUN
ajmri-4821	68	6	,	,	PUNCT
ajmri-4821	68	7	which	which	PRON
ajmri-4821	68	8	varies	vary	VERB
ajmri-4821	68	9	throughout	throughout	ADP
ajmri-4821	68	10	the	the	DET
ajmri-4821	68	11	day	day	NOUN
ajmri-4821	68	12	and	and	CCONJ
ajmri-4821	68	13	is	be	AUX
ajmri-4821	68	14	affected	affect	VERB
ajmri-4821	68	15	by	by	ADP
ajmri-4821	68	16	weather	weather	NOUN
ajmri-4821	68	17	conditions	condition	NOUN
ajmri-4821	68	18	,	,	PUNCT
ajmri-4821	68	19	while	while	SCONJ
ajmri-4821	68	20	wind	wind	NOUN
ajmri-4821	68	21	energy	energy	NOUN
ajmri-4821	68	22	depends	depend	VERB
ajmri-4821	68	23	on	on	ADP
ajmri-4821	68	24	wind	wind	NOUN
ajmri-4821	68	25	speed	speed	NOUN
ajmri-4821	68	26	,	,	PUNCT
ajmri-4821	68	27	which	which	PRON
ajmri-4821	68	28	is	be	AUX
ajmri-4821	68	29	unpredictable	unpredictable	ADJ
ajmri-4821	68	30	.	.	PUNCT
ajmri-4821	69	1	this	this	DET
ajmri-4821	69	2	variability	variability	NOUN
ajmri-4821	69	3	causes	cause	VERB
ajmri-4821	69	4	fluctuations	fluctuation	NOUN
ajmri-4821	69	5	in	in	ADP
ajmri-4821	69	6	the	the	DET
ajmri-4821	69	7	amount	amount	NOUN
ajmri-4821	69	8	of	of	ADP
ajmri-4821	69	9	energy	energy	NOUN
ajmri-4821	69	10	produced	produce	VERB
ajmri-4821	69	11	,	,	PUNCT
ajmri-4821	69	12	leading	lead	VERB
ajmri-4821	69	13	to	to	ADP
ajmri-4821	69	14	inconsistent	inconsistent	ADJ
ajmri-4821	69	15	power	power	NOUN
ajmri-4821	69	16	supply	supply	NOUN
ajmri-4821	69	17	.	.	PUNCT
ajmri-4821	70	1	•	•	NOUN
ajmri-4821	70	2	for	for	ADP
ajmri-4821	70	3	example	example	NOUN
ajmri-4821	70	4	,	,	PUNCT
ajmri-4821	70	5	a	a	DET
ajmri-4821	70	6	solar	solar	ADJ
ajmri-4821	70	7	panel	panel	NOUN
ajmri-4821	70	8	generates	generate	VERB
ajmri-4821	70	9	power	power	NOUN
ajmri-4821	70	10	during	during	ADP
ajmri-4821	70	11	the	the	DET
ajmri-4821	70	12	day	day	NOUN
ajmri-4821	70	13	,	,	PUNCT
ajmri-4821	70	14	but	but	CCONJ
ajmri-4821	70	15	energy	energy	NOUN
ajmri-4821	70	16	output	output	NOUN
ajmri-4821	70	17	drops	drop	VERB
ajmri-4821	70	18	during	during	ADP
ajmri-4821	70	19	the	the	DET
ajmri-4821	70	20	night	night	NOUN
ajmri-4821	70	21	or	or	CCONJ
ajmri-4821	70	22	cloudy	cloudy	ADJ
ajmri-4821	70	23	days	day	NOUN
ajmri-4821	70	24	,	,	PUNCT
ajmri-4821	70	25	leading	lead	VERB
ajmri-4821	70	26	to	to	ADP
ajmri-4821	70	27	supply	supply	NOUN
ajmri-4821	70	28	gaps	gap	NOUN
ajmri-4821	70	29	(	(	PUNCT
ajmri-4821	70	30	battistelli	battistelli	PROPN
ajmri-4821	70	31	&	&	CCONJ
ajmri-4821	70	32	di	di	PROPN
ajmri-4821	70	33	somma	somma	PROPN
ajmri-4821	70	34	,	,	PUNCT
ajmri-4821	70	35	2014	2014	NUM
ajmri-4821	70	36	)	)	PUNCT
ajmri-4821	70	37	.	.	PUNCT
ajmri-4821	71	1	lack	lack	NOUN
ajmri-4821	71	2	of	of	ADP
ajmri-4821	71	3	adequate	adequate	ADJ
ajmri-4821	71	4	energy	energy	NOUN
ajmri-4821	71	5	storage	storage	NOUN
ajmri-4821	71	6	systems	system	NOUN
ajmri-4821	71	7	•	•	NOUN
ajmri-4821	71	8	energy	energy	NOUN
ajmri-4821	71	9	storage	storage	NOUN
ajmri-4821	71	10	systems	system	NOUN
ajmri-4821	71	11	,	,	PUNCT
ajmri-4821	71	12	such	such	ADJ
ajmri-4821	71	13	as	as	ADP
ajmri-4821	71	14	batteries	battery	NOUN
ajmri-4821	71	15	,	,	PUNCT
ajmri-4821	71	16	are	be	AUX
ajmri-4821	71	17	essential	essential	ADJ
ajmri-4821	71	18	for	for	ADP
ajmri-4821	71	19	storing	store	VERB
ajmri-4821	71	20	excess	excess	ADJ
ajmri-4821	71	21	energy	energy	NOUN
ajmri-4821	71	22	generated	generate	VERB
ajmri-4821	71	23	during	during	ADP
ajmri-4821	71	24	peak	peak	NOUN
ajmri-4821	71	25	production	production	NOUN
ajmri-4821	71	26	periods	period	NOUN
ajmri-4821	71	27	(	(	PUNCT
ajmri-4821	71	28	e.g.	e.g.	ADV
ajmri-4821	71	29	,	,	PUNCT
ajmri-4821	71	30	sunny	sunny	ADJ
ajmri-4821	71	31	or	or	CCONJ
ajmri-4821	71	32	windy	windy	ADJ
ajmri-4821	71	33	days	day	NOUN
ajmri-4821	71	34	)	)	PUNCT
ajmri-4821	71	35	and	and	CCONJ
ajmri-4821	71	36	supplying	supply	VERB
ajmri-4821	71	37	it	it	PRON
ajmri-4821	71	38	during	during	ADP
ajmri-4821	71	39	low	low	ADJ
ajmri-4821	71	40	production	production	NOUN
ajmri-4821	71	41	periods	period	NOUN
ajmri-4821	71	42	.	.	PUNCT
ajmri-4821	72	1	insufficient	insufficient	ADJ
ajmri-4821	72	2	or	or	CCONJ
ajmri-4821	72	3	inefficient	inefficient	ADJ
ajmri-4821	72	4	energy	energy	NOUN
ajmri-4821	72	5	storage	storage	NOUN
ajmri-4821	72	6	can	can	AUX
ajmri-4821	72	7	result	result	VERB
ajmri-4821	72	8	in	in	ADP
ajmri-4821	72	9	power	power	NOUN
ajmri-4821	72	10	shortages	shortage	NOUN
ajmri-4821	72	11	when	when	SCONJ
ajmri-4821	72	12	renewable	renewable	ADJ
ajmri-4821	72	13	generation	generation	NOUN
ajmri-4821	72	14	drops	drop	VERB
ajmri-4821	72	15	.	.	PUNCT
ajmri-4821	73	1	•	•	NOUN
ajmri-4821	73	2	without	without	ADP
ajmri-4821	73	3	reliable	reliable	ADJ
ajmri-4821	73	4	energy	energy	NOUN
ajmri-4821	73	5	storage	storage	NOUN
ajmri-4821	73	6	,	,	PUNCT
ajmri-4821	73	7	it	it	PRON
ajmri-4821	73	8	is	be	AUX
ajmri-4821	73	9	challenging	challenge	VERB
ajmri-4821	73	10	to	to	PART
ajmri-4821	73	11	balance	balance	VERB
ajmri-4821	73	12	supply	supply	NOUN
ajmri-4821	73	13	and	and	CCONJ
ajmri-4821	73	14	demand	demand	NOUN
ajmri-4821	73	15	effectively	effectively	ADV
ajmri-4821	73	16	,	,	PUNCT
ajmri-4821	73	17	resulting	result	VERB
ajmri-4821	73	18	in	in	ADP
ajmri-4821	73	19	an	an	DET
ajmri-4821	73	20	inconsistent	inconsistent	ADJ
ajmri-4821	73	21	power	power	NOUN
ajmri-4821	73	22	supply	supply	NOUN
ajmri-4821	73	23	(	(	PUNCT
ajmri-4821	73	24	gonzález	gonzález	PROPN
ajmri-4821	73	25	-	-	PUNCT
ajmri-4821	73	26	salcedo	salcedo	PROPN
ajmri-4821	73	27	&	&	CCONJ
ajmri-4821	73	28	gómezlázaro	gómezlázaro	PROPN
ajmri-4821	73	29	,	,	PUNCT
ajmri-4821	73	30	2016	2016	NUM
ajmri-4821	73	31	)	)	PUNCT
ajmri-4821	73	32	.	.	PUNCT
ajmri-4821	74	1	grid	grid	NOUN
ajmri-4821	74	2	integration	integration	NOUN
ajmri-4821	74	3	challenges	challenge	VERB
ajmri-4821	74	4	•	•	NOUN
ajmri-4821	74	5	the	the	DET
ajmri-4821	74	6	existing	exist	VERB
ajmri-4821	74	7	power	power	NOUN
ajmri-4821	74	8	grid	grid	NOUN
ajmri-4821	74	9	infrastructure	infrastructure	NOUN
ajmri-4821	74	10	in	in	ADP
ajmri-4821	74	11	many	many	ADJ
ajmri-4821	74	12	regions	region	NOUN
ajmri-4821	74	13	is	be	AUX
ajmri-4821	74	14	not	not	PART
ajmri-4821	74	15	fully	fully	ADV
ajmri-4821	74	16	optimized	optimize	VERB
ajmri-4821	74	17	to	to	PART
ajmri-4821	74	18	handle	handle	VERB
ajmri-4821	74	19	the	the	DET
ajmri-4821	74	20	integration	integration	NOUN
ajmri-4821	74	21	of	of	ADP
ajmri-4821	74	22	large	large	ADJ
ajmri-4821	74	23	amounts	amount	NOUN
ajmri-4821	74	24	of	of	ADP
ajmri-4821	74	25	renewable	renewable	ADJ
ajmri-4821	74	26	energy	energy	NOUN
ajmri-4821	74	27	.	.	PUNCT
ajmri-4821	75	1	traditional	traditional	ADJ
ajmri-4821	75	2	grids	grid	NOUN
ajmri-4821	75	3	are	be	AUX
ajmri-4821	75	4	designed	design	VERB
ajmri-4821	75	5	for	for	ADP
ajmri-4821	75	6	centralized	centralized	ADJ
ajmri-4821	75	7	power	power	NOUN
ajmri-4821	75	8	generation	generation	NOUN
ajmri-4821	75	9	from	from	ADP
ajmri-4821	75	10	consistent	consistent	ADJ
ajmri-4821	75	11	sources	source	NOUN
ajmri-4821	75	12	like	like	ADP
ajmri-4821	75	13	coal	coal	NOUN
ajmri-4821	75	14	,	,	PUNCT
ajmri-4821	75	15	natural	natural	ADJ
ajmri-4821	75	16	gas	gas	NOUN
ajmri-4821	75	17	,	,	PUNCT
ajmri-4821	75	18	or	or	CCONJ
ajmri-4821	75	19	hydroelectric	hydroelectric	ADJ
ajmri-4821	75	20	pa	pa	PROPN
ajmri-4821	75	21	ge	ge	PROPN
ajmri-4821	75	22	20	20	NUM
ajmri-4821	75	23	8	8	NUM
ajmri-4821	75	24	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	75	25	am	am	NOUN
ajmri-4821	75	26	.	.	PUNCT
ajmri-4821	76	1	j.	j.	PROPN
ajmri-4821	76	2	multidis	multidis	PROPN
ajmri-4821	76	3	.	.	PUNCT
ajmri-4821	77	1	res	re	NOUN
ajmri-4821	77	2	.	.	PUNCT
ajmri-4821	78	1	innov	innov	PROPN
ajmri-4821	78	2	.	.	PUNCT
ajmri-4821	79	1	4(3	4(3	NUM
ajmri-4821	79	2	)	)	PUNCT
ajmri-4821	79	3	205	205	NUM
ajmri-4821	79	4	-	-	SYM
ajmri-4821	79	5	215	215	NUM
ajmri-4821	79	6	,	,	PUNCT
ajmri-4821	79	7	2025	2025	NUM
ajmri-4821	79	8	dams	dam	NOUN
ajmri-4821	79	9	.	.	PUNCT
ajmri-4821	80	1	integrating	integrate	VERB
ajmri-4821	80	2	fluctuating	fluctuate	VERB
ajmri-4821	80	3	renewable	renewable	ADJ
ajmri-4821	80	4	sources	source	NOUN
ajmri-4821	80	5	can	can	AUX
ajmri-4821	80	6	lead	lead	VERB
ajmri-4821	80	7	to	to	ADP
ajmri-4821	80	8	instability	instability	NOUN
ajmri-4821	80	9	if	if	SCONJ
ajmri-4821	80	10	the	the	DET
ajmri-4821	80	11	grid	grid	NOUN
ajmri-4821	80	12	is	be	AUX
ajmri-4821	80	13	not	not	PART
ajmri-4821	80	14	modernized	modernize	VERB
ajmri-4821	80	15	or	or	CCONJ
ajmri-4821	80	16	equipped	equip	VERB
ajmri-4821	80	17	with	with	ADP
ajmri-4821	80	18	intelligent	intelligent	ADJ
ajmri-4821	80	19	systems	system	NOUN
ajmri-4821	80	20	.	.	PUNCT
ajmri-4821	81	1	•	•	NUM
ajmri-4821	81	2	poor	poor	ADJ
ajmri-4821	81	3	grid	grid	NOUN
ajmri-4821	81	4	management	management	NOUN
ajmri-4821	81	5	and	and	CCONJ
ajmri-4821	81	6	lack	lack	NOUN
ajmri-4821	81	7	of	of	ADP
ajmri-4821	81	8	real	real	ADJ
ajmri-4821	81	9	-	-	PUNCT
ajmri-4821	81	10	time	time	NOUN
ajmri-4821	81	11	monitoring	monitoring	NOUN
ajmri-4821	81	12	and	and	CCONJ
ajmri-4821	81	13	control	control	NOUN
ajmri-4821	81	14	mechanisms	mechanism	NOUN
ajmri-4821	81	15	can	can	AUX
ajmri-4821	81	16	exacerbate	exacerbate	VERB
ajmri-4821	81	17	issues	issue	NOUN
ajmri-4821	81	18	such	such	ADJ
ajmri-4821	81	19	as	as	ADP
ajmri-4821	81	20	voltage	voltage	NOUN
ajmri-4821	81	21	instability	instability	NOUN
ajmri-4821	81	22	,	,	PUNCT
ajmri-4821	81	23	power	power	NOUN
ajmri-4821	81	24	losses	loss	NOUN
ajmri-4821	81	25	,	,	PUNCT
ajmri-4821	81	26	and	and	CCONJ
ajmri-4821	81	27	frequency	frequency	NOUN
ajmri-4821	81	28	fluctuations	fluctuation	NOUN
ajmri-4821	81	29	(	(	PUNCT
ajmri-4821	81	30	murthy	murthy	ADJ
ajmri-4821	81	31	,	,	PUNCT
ajmri-4821	81	32	2014	2014	NUM
ajmri-4821	81	33	)	)	PUNCT
ajmri-4821	81	34	.	.	PUNCT
ajmri-4821	82	1	transmission	transmission	NOUN
ajmri-4821	82	2	and	and	CCONJ
ajmri-4821	82	3	distribution	distribution	NOUN
ajmri-4821	82	4	losses	loss	NOUN
ajmri-4821	82	5	•	•	ADP
ajmri-4821	82	6	the	the	DET
ajmri-4821	82	7	inefficiency	inefficiency	NOUN
ajmri-4821	82	8	in	in	ADP
ajmri-4821	82	9	the	the	DET
ajmri-4821	82	10	transmission	transmission	NOUN
ajmri-4821	82	11	and	and	CCONJ
ajmri-4821	82	12	distribution	distribution	NOUN
ajmri-4821	82	13	networks	network	NOUN
ajmri-4821	82	14	can	can	AUX
ajmri-4821	82	15	also	also	ADV
ajmri-4821	82	16	cause	cause	VERB
ajmri-4821	82	17	power	power	NOUN
ajmri-4821	82	18	supply	supply	NOUN
ajmri-4821	82	19	inconsistencies	inconsistency	NOUN
ajmri-4821	82	20	.	.	PUNCT
ajmri-4821	83	1	inadequate	inadequate	ADJ
ajmri-4821	83	2	infrastructure	infrastructure	NOUN
ajmri-4821	83	3	,	,	PUNCT
ajmri-4821	83	4	long	long	ADJ
ajmri-4821	83	5	-	-	PUNCT
ajmri-4821	83	6	distance	distance	NOUN
ajmri-4821	83	7	transmission	transmission	NOUN
ajmri-4821	83	8	of	of	ADP
ajmri-4821	83	9	power	power	NOUN
ajmri-4821	83	10	,	,	PUNCT
ajmri-4821	83	11	and	and	CCONJ
ajmri-4821	83	12	high	high	ADJ
ajmri-4821	83	13	resistance	resistance	NOUN
ajmri-4821	83	14	in	in	ADP
ajmri-4821	83	15	the	the	DET
ajmri-4821	83	16	transmission	transmission	NOUN
ajmri-4821	83	17	lines	line	NOUN
ajmri-4821	83	18	contribute	contribute	VERB
ajmri-4821	83	19	to	to	ADP
ajmri-4821	83	20	energy	energy	NOUN
ajmri-4821	83	21	losses	loss	NOUN
ajmri-4821	83	22	,	,	PUNCT
ajmri-4821	83	23	reducing	reduce	VERB
ajmri-4821	83	24	the	the	DET
ajmri-4821	83	25	amount	amount	NOUN
ajmri-4821	83	26	of	of	ADP
ajmri-4821	83	27	power	power	NOUN
ajmri-4821	83	28	delivered	deliver	VERB
ajmri-4821	83	29	to	to	PART
ajmri-4821	83	30	end	end	VERB
ajmri-4821	83	31	users	user	NOUN
ajmri-4821	83	32	.	.	PUNCT
ajmri-4821	84	1	•	•	NOUN
ajmri-4821	84	2	this	this	DET
ajmri-4821	84	3	problem	problem	NOUN
ajmri-4821	84	4	becomes	become	VERB
ajmri-4821	84	5	more	more	ADV
ajmri-4821	84	6	severe	severe	ADJ
ajmri-4821	84	7	when	when	SCONJ
ajmri-4821	84	8	renewable	renewable	ADJ
ajmri-4821	84	9	energy	energy	NOUN
ajmri-4821	84	10	plants	plant	NOUN
ajmri-4821	84	11	are	be	AUX
ajmri-4821	84	12	located	locate	VERB
ajmri-4821	84	13	far	far	ADV
ajmri-4821	84	14	from	from	ADP
ajmri-4821	84	15	the	the	DET
ajmri-4821	84	16	demand	demand	NOUN
ajmri-4821	84	17	centers	center	NOUN
ajmri-4821	84	18	,	,	PUNCT
ajmri-4821	84	19	such	such	ADJ
ajmri-4821	84	20	as	as	ADP
ajmri-4821	84	21	offshore	offshore	ADJ
ajmri-4821	84	22	wind	wind	NOUN
ajmri-4821	84	23	farms	farm	NOUN
ajmri-4821	84	24	or	or	CCONJ
ajmri-4821	84	25	remote	remote	ADJ
ajmri-4821	84	26	solar	solar	ADJ
ajmri-4821	84	27	farms	farm	NOUN
ajmri-4821	84	28	,	,	PUNCT
ajmri-4821	84	29	leading	lead	VERB
ajmri-4821	84	30	to	to	ADP
ajmri-4821	84	31	increased	increase	VERB
ajmri-4821	84	32	transmission	transmission	NOUN
ajmri-4821	84	33	losses	loss	NOUN
ajmri-4821	84	34	(	(	PUNCT
ajmri-4821	84	35	banerjee	banerjee	PROPN
ajmri-4821	84	36	&	&	CCONJ
ajmri-4821	84	37	khare	khare	PROPN
ajmri-4821	84	38	,	,	PUNCT
ajmri-4821	84	39	2015	2015	NUM
ajmri-4821	84	40	)	)	PUNCT
ajmri-4821	84	41	.	.	PUNCT
ajmri-4821	85	1	weather	weather	NOUN
ajmri-4821	85	2	-	-	PUNCT
ajmri-4821	85	3	dependent	dependent	ADJ
ajmri-4821	85	4	generation	generation	NOUN
ajmri-4821	85	5	•	•	ADP
ajmri-4821	85	6	since	since	SCONJ
ajmri-4821	85	7	renewable	renewable	ADJ
ajmri-4821	85	8	energy	energy	NOUN
ajmri-4821	85	9	sources	source	NOUN
ajmri-4821	85	10	like	like	ADP
ajmri-4821	85	11	solar	solar	ADJ
ajmri-4821	85	12	and	and	CCONJ
ajmri-4821	85	13	wind	wind	NOUN
ajmri-4821	85	14	are	be	AUX
ajmri-4821	85	15	weather	weather	NOUN
ajmri-4821	85	16	-	-	PUNCT
ajmri-4821	85	17	dependent	dependent	ADJ
ajmri-4821	85	18	,	,	PUNCT
ajmri-4821	85	19	sudden	sudden	ADJ
ajmri-4821	85	20	changes	change	NOUN
ajmri-4821	85	21	in	in	ADP
ajmri-4821	85	22	weather	weather	NOUN
ajmri-4821	85	23	conditions	condition	NOUN
ajmri-4821	85	24	can	can	AUX
ajmri-4821	85	25	cause	cause	VERB
ajmri-4821	85	26	abrupt	abrupt	ADJ
ajmri-4821	85	27	drops	drop	NOUN
ajmri-4821	85	28	in	in	ADP
ajmri-4821	85	29	energy	energy	NOUN
ajmri-4821	85	30	production	production	NOUN
ajmri-4821	85	31	.	.	PUNCT
ajmri-4821	86	1	for	for	ADP
ajmri-4821	86	2	example	example	NOUN
ajmri-4821	86	3	,	,	PUNCT
ajmri-4821	86	4	a	a	DET
ajmri-4821	86	5	calm	calm	ADJ
ajmri-4821	86	6	period	period	NOUN
ajmri-4821	86	7	with	with	ADP
ajmri-4821	86	8	little	little	ADJ
ajmri-4821	86	9	wind	wind	NOUN
ajmri-4821	86	10	or	or	CCONJ
ajmri-4821	86	11	an	an	DET
ajmri-4821	86	12	unexpected	unexpected	ADJ
ajmri-4821	86	13	storm	storm	NOUN
ajmri-4821	86	14	blocking	block	VERB
ajmri-4821	86	15	sunlight	sunlight	NOUN
ajmri-4821	86	16	can	can	AUX
ajmri-4821	86	17	lead	lead	VERB
ajmri-4821	86	18	to	to	ADP
ajmri-4821	86	19	a	a	DET
ajmri-4821	86	20	significant	significant	ADJ
ajmri-4821	86	21	reduction	reduction	NOUN
ajmri-4821	86	22	in	in	ADP
ajmri-4821	86	23	power	power	NOUN
ajmri-4821	86	24	generation	generation	NOUN
ajmri-4821	86	25	.	.	PUNCT
ajmri-4821	87	1	•	•	NUM
ajmri-4821	87	2	the	the	DET
ajmri-4821	87	3	unpredictability	unpredictability	NOUN
ajmri-4821	87	4	of	of	ADP
ajmri-4821	87	5	weather	weather	NOUN
ajmri-4821	87	6	makes	make	VERB
ajmri-4821	87	7	it	it	PRON
ajmri-4821	87	8	difficult	difficult	ADJ
ajmri-4821	87	9	to	to	PART
ajmri-4821	87	10	rely	rely	VERB
ajmri-4821	87	11	on	on	ADP
ajmri-4821	87	12	renewable	renewable	ADJ
ajmri-4821	87	13	energy	energy	NOUN
ajmri-4821	87	14	for	for	ADP
ajmri-4821	87	15	a	a	DET
ajmri-4821	87	16	consistent	consistent	ADJ
ajmri-4821	87	17	power	power	NOUN
ajmri-4821	87	18	supply	supply	NOUN
ajmri-4821	87	19	without	without	ADP
ajmri-4821	87	20	proper	proper	ADJ
ajmri-4821	87	21	backup	backup	ADJ
ajmri-4821	87	22	systems	system	NOUN
ajmri-4821	87	23	or	or	CCONJ
ajmri-4821	87	24	supplementary	supplementary	ADJ
ajmri-4821	87	25	generation	generation	NOUN
ajmri-4821	87	26	sources	source	NOUN
ajmri-4821	87	27	(	(	PUNCT
ajmri-4821	87	28	katsoulas	katsoula	NOUN
ajmri-4821	87	29	&	&	CCONJ
ajmri-4821	87	30	voumvoulakis	voumvoulakis	PROPN
ajmri-4821	87	31	,	,	PUNCT
ajmri-4821	87	32	2011	2011	NUM
ajmri-4821	87	33	)	)	PUNCT
ajmri-4821	87	34	.	.	PUNCT
ajmri-4821	88	1	limited	limited	ADJ
ajmri-4821	88	2	capacity	capacity	NOUN
ajmri-4821	88	3	of	of	ADP
ajmri-4821	88	4	backup	backup	ADJ
ajmri-4821	88	5	power	power	NOUN
ajmri-4821	88	6	•	•	NOUN
ajmri-4821	88	7	in	in	ADP
ajmri-4821	88	8	cases	case	NOUN
ajmri-4821	88	9	where	where	SCONJ
ajmri-4821	88	10	renewable	renewable	ADJ
ajmri-4821	88	11	energy	energy	NOUN
ajmri-4821	88	12	generation	generation	NOUN
ajmri-4821	88	13	is	be	AUX
ajmri-4821	88	14	insufficient	insufficient	ADJ
ajmri-4821	88	15	to	to	PART
ajmri-4821	88	16	meet	meet	VERB
ajmri-4821	88	17	demand	demand	NOUN
ajmri-4821	88	18	,	,	PUNCT
ajmri-4821	88	19	backup	backup	ADJ
ajmri-4821	88	20	power	power	NOUN
ajmri-4821	88	21	from	from	ADP
ajmri-4821	88	22	conventional	conventional	ADJ
ajmri-4821	88	23	sources	source	NOUN
ajmri-4821	88	24	,	,	PUNCT
ajmri-4821	88	25	such	such	ADJ
ajmri-4821	88	26	as	as	ADP
ajmri-4821	88	27	gas	gas	NOUN
ajmri-4821	88	28	or	or	CCONJ
ajmri-4821	88	29	coal	coal	NOUN
ajmri-4821	88	30	plants	plant	NOUN
ajmri-4821	88	31	,	,	PUNCT
ajmri-4821	88	32	is	be	AUX
ajmri-4821	88	33	needed	need	VERB
ajmri-4821	88	34	.	.	PUNCT
ajmri-4821	89	1	however	however	ADV
ajmri-4821	89	2	,	,	PUNCT
ajmri-4821	89	3	if	if	SCONJ
ajmri-4821	89	4	the	the	DET
ajmri-4821	89	5	capacity	capacity	NOUN
ajmri-4821	89	6	of	of	ADP
ajmri-4821	89	7	these	these	DET
ajmri-4821	89	8	backup	backup	ADJ
ajmri-4821	89	9	sources	source	NOUN
ajmri-4821	89	10	is	be	AUX
ajmri-4821	89	11	limited	limit	VERB
ajmri-4821	89	12	or	or	CCONJ
ajmri-4821	89	13	slow	slow	ADJ
ajmri-4821	89	14	to	to	PART
ajmri-4821	89	15	ramp	ramp	VERB
ajmri-4821	89	16	up	up	ADP
ajmri-4821	89	17	,	,	PUNCT
ajmri-4821	89	18	the	the	DET
ajmri-4821	89	19	grid	grid	NOUN
ajmri-4821	89	20	may	may	AUX
ajmri-4821	89	21	experience	experience	VERB
ajmri-4821	89	22	power	power	NOUN
ajmri-4821	89	23	shortages	shortage	NOUN
ajmri-4821	89	24	or	or	CCONJ
ajmri-4821	89	25	instability	instability	NOUN
ajmri-4821	89	26	.	.	PUNCT
ajmri-4821	90	1	•	•	NOUN
ajmri-4821	90	2	without	without	ADP
ajmri-4821	90	3	a	a	DET
ajmri-4821	90	4	robust	robust	ADJ
ajmri-4821	90	5	system	system	NOUN
ajmri-4821	90	6	to	to	PART
ajmri-4821	90	7	seamlessly	seamlessly	ADV
ajmri-4821	90	8	switch	switch	VERB
ajmri-4821	90	9	between	between	ADP
ajmri-4821	90	10	renewable	renewable	ADJ
ajmri-4821	90	11	and	and	CCONJ
ajmri-4821	90	12	conventional	conventional	ADJ
ajmri-4821	90	13	power	power	NOUN
ajmri-4821	90	14	sources	source	NOUN
ajmri-4821	90	15	,	,	PUNCT
ajmri-4821	90	16	maintaining	maintain	VERB
ajmri-4821	90	17	a	a	DET
ajmri-4821	90	18	constant	constant	ADJ
ajmri-4821	90	19	power	power	NOUN
ajmri-4821	90	20	supply	supply	NOUN
ajmri-4821	90	21	becomes	become	VERB
ajmri-4821	90	22	a	a	DET
ajmri-4821	90	23	challenge	challenge	NOUN
ajmri-4821	90	24	(	(	PUNCT
ajmri-4821	90	25	kundur	kundur	NOUN
ajmri-4821	90	26	,	,	PUNCT
ajmri-4821	90	27	1994	1994	NUM
ajmri-4821	90	28	)	)	PUNCT
ajmri-4821	90	29	.	.	PUNCT
ajmri-4821	91	1	inadequate	inadequate	ADJ
ajmri-4821	91	2	policy	policy	NOUN
ajmri-4821	91	3	and	and	CCONJ
ajmri-4821	91	4	regulatory	regulatory	ADJ
ajmri-4821	91	5	framework	framework	NOUN
ajmri-4821	91	6	•	•	ADP
ajmri-4821	91	7	the	the	DET
ajmri-4821	91	8	lack	lack	NOUN
ajmri-4821	91	9	of	of	ADP
ajmri-4821	91	10	comprehensive	comprehensive	ADJ
ajmri-4821	91	11	policies	policy	NOUN
ajmri-4821	91	12	and	and	CCONJ
ajmri-4821	91	13	regulatory	regulatory	ADJ
ajmri-4821	91	14	frameworks	framework	NOUN
ajmri-4821	91	15	for	for	ADP
ajmri-4821	91	16	renewable	renewable	ADJ
ajmri-4821	91	17	energy	energy	NOUN
ajmri-4821	91	18	integration	integration	NOUN
ajmri-4821	91	19	can	can	AUX
ajmri-4821	91	20	lead	lead	VERB
ajmri-4821	91	21	to	to	ADP
ajmri-4821	91	22	inefficient	inefficient	ADJ
ajmri-4821	91	23	grid	grid	NOUN
ajmri-4821	91	24	management	management	NOUN
ajmri-4821	91	25	and	and	CCONJ
ajmri-4821	91	26	hinder	hinder	NOUN
ajmri-4821	91	27	investments	investment	NOUN
ajmri-4821	91	28	in	in	ADP
ajmri-4821	91	29	necessary	necessary	ADJ
ajmri-4821	91	30	technologies	technology	NOUN
ajmri-4821	91	31	,	,	PUNCT
ajmri-4821	91	32	such	such	ADJ
ajmri-4821	91	33	as	as	ADP
ajmri-4821	91	34	energy	energy	NOUN
ajmri-4821	91	35	storage	storage	NOUN
ajmri-4821	91	36	and	and	CCONJ
ajmri-4821	91	37	grid	grid	NOUN
ajmri-4821	91	38	modernization	modernization	NOUN
ajmri-4821	91	39	.	.	PUNCT
ajmri-4821	92	1	•	•	NUM
ajmri-4821	92	2	insufficient	insufficient	ADJ
ajmri-4821	92	3	incentives	incentive	NOUN
ajmri-4821	92	4	or	or	CCONJ
ajmri-4821	92	5	unclear	unclear	ADJ
ajmri-4821	92	6	regulations	regulation	NOUN
ajmri-4821	92	7	for	for	ADP
ajmri-4821	92	8	balancing	balance	VERB
ajmri-4821	92	9	renewable	renewable	ADJ
ajmri-4821	92	10	energy	energy	NOUN
ajmri-4821	92	11	sources	source	NOUN
ajmri-4821	92	12	with	with	ADP
ajmri-4821	92	13	conventional	conventional	ADJ
ajmri-4821	92	14	generation	generation	NOUN
ajmri-4821	92	15	may	may	AUX
ajmri-4821	92	16	also	also	ADV
ajmri-4821	92	17	contribute	contribute	VERB
ajmri-4821	92	18	to	to	ADP
ajmri-4821	92	19	inconsistent	inconsistent	ADJ
ajmri-4821	92	20	power	power	NOUN
ajmri-4821	92	21	supply	supply	NOUN
ajmri-4821	92	22	(	(	PUNCT
ajmri-4821	92	23	zhou	zhou	PROPN
ajmri-4821	92	24	&	&	CCONJ
ajmri-4821	92	25	li	li	PROPN
ajmri-4821	92	26	,	,	PUNCT
ajmri-4821	92	27	2020	2020	NUM
ajmri-4821	92	28	)	)	PUNCT
ajmri-4821	92	29	.	.	PUNCT
ajmri-4821	93	1	grid	grid	NOUN
ajmri-4821	93	2	stability	stability	NOUN
ajmri-4821	93	3	issues	issue	NOUN
ajmri-4821	93	4	and	and	CCONJ
ajmri-4821	93	5	power	power	NOUN
ajmri-4821	93	6	quality	quality	NOUN
ajmri-4821	93	7	•	•	NUM
ajmri-4821	93	8	high	high	ADJ
ajmri-4821	93	9	penetration	penetration	NOUN
ajmri-4821	93	10	of	of	ADP
ajmri-4821	93	11	renewable	renewable	ADJ
ajmri-4821	93	12	energy	energy	NOUN
ajmri-4821	93	13	can	can	AUX
ajmri-4821	93	14	impact	impact	VERB
ajmri-4821	93	15	grid	grid	NOUN
ajmri-4821	93	16	stability	stability	NOUN
ajmri-4821	93	17	,	,	PUNCT
ajmri-4821	93	18	particularly	particularly	ADV
ajmri-4821	93	19	in	in	ADP
ajmri-4821	93	20	terms	term	NOUN
ajmri-4821	93	21	of	of	ADP
ajmri-4821	93	22	voltage	voltage	NOUN
ajmri-4821	93	23	and	and	CCONJ
ajmri-4821	93	24	frequency	frequency	NOUN
ajmri-4821	93	25	fluctuations	fluctuation	NOUN
ajmri-4821	93	26	.	.	PUNCT
ajmri-4821	94	1	since	since	SCONJ
ajmri-4821	94	2	renewable	renewable	ADJ
ajmri-4821	94	3	energy	energy	NOUN
ajmri-4821	94	4	sources	source	NOUN
ajmri-4821	94	5	like	like	ADP
ajmri-4821	94	6	wind	wind	NOUN
ajmri-4821	94	7	and	and	CCONJ
ajmri-4821	94	8	solar	solar	ADJ
ajmri-4821	94	9	operate	operate	VERB
ajmri-4821	94	10	intermittently	intermittently	ADV
ajmri-4821	94	11	,	,	PUNCT
ajmri-4821	94	12	their	their	PRON
ajmri-4821	94	13	integration	integration	NOUN
ajmri-4821	94	14	can	can	AUX
ajmri-4821	94	15	lead	lead	VERB
ajmri-4821	94	16	to	to	ADP
ajmri-4821	94	17	unstable	unstable	ADJ
ajmri-4821	94	18	power	power	NOUN
ajmri-4821	94	19	quality	quality	NOUN
ajmri-4821	94	20	,	,	PUNCT
ajmri-4821	94	21	affecting	affect	VERB
ajmri-4821	94	22	grid	grid	NOUN
ajmri-4821	94	23	reliability	reliability	NOUN
ajmri-4821	94	24	and	and	CCONJ
ajmri-4821	94	25	consistency	consistency	NOUN
ajmri-4821	94	26	.	.	PUNCT
ajmri-4821	95	1	•	•	NUM
ajmri-4821	95	2	voltage	voltage	NOUN
ajmri-4821	95	3	and	and	CCONJ
ajmri-4821	95	4	frequency	frequency	NOUN
ajmri-4821	95	5	variations	variation	NOUN
ajmri-4821	95	6	can	can	AUX
ajmri-4821	95	7	lead	lead	VERB
ajmri-4821	95	8	to	to	ADP
ajmri-4821	95	9	blackouts	blackout	NOUN
ajmri-4821	95	10	or	or	CCONJ
ajmri-4821	95	11	brownouts	brownout	NOUN
ajmri-4821	95	12	if	if	SCONJ
ajmri-4821	95	13	not	not	PART
ajmri-4821	95	14	properly	properly	ADV
ajmri-4821	95	15	managed	manage	VERB
ajmri-4821	95	16	with	with	ADP
ajmri-4821	95	17	systems	system	NOUN
ajmri-4821	95	18	like	like	ADP
ajmri-4821	95	19	voltage	voltage	NOUN
ajmri-4821	95	20	regulators	regulator	NOUN
ajmri-4821	95	21	or	or	CCONJ
ajmri-4821	95	22	compensators	compensator	NOUN
ajmri-4821	95	23	(	(	PUNCT
ajmri-4821	95	24	domínguez	domínguez	NOUN
ajmri-4821	95	25	-	-	PUNCT
ajmri-4821	95	26	garcía	garcía	PROPN
ajmri-4821	95	27	&	&	CCONJ
ajmri-4821	95	28	hadjicostis	hadjicostis	PROPN
ajmri-4821	95	29	,	,	PUNCT
ajmri-4821	95	30	2009	2009	NUM
ajmri-4821	95	31	)	)	PUNCT
ajmri-4821	95	32	.	.	PUNCT
ajmri-4821	96	1	conclusion	conclusion	NOUN
ajmri-4821	96	2	inconsistent	inconsistent	ADJ
ajmri-4821	96	3	power	power	NOUN
ajmri-4821	96	4	supply	supply	NOUN
ajmri-4821	96	5	in	in	ADP
ajmri-4821	96	6	renewable	renewable	ADJ
ajmri-4821	96	7	energy	energy	NOUN
ajmri-4821	96	8	integration	integration	NOUN
ajmri-4821	96	9	is	be	AUX
ajmri-4821	96	10	primarily	primarily	ADV
ajmri-4821	96	11	due	due	ADJ
ajmri-4821	96	12	to	to	ADP
ajmri-4821	96	13	the	the	DET
ajmri-4821	96	14	intermittent	intermittent	ADJ
ajmri-4821	96	15	nature	nature	NOUN
ajmri-4821	96	16	of	of	ADP
ajmri-4821	96	17	renewable	renewable	ADJ
ajmri-4821	96	18	energy	energy	NOUN
ajmri-4821	96	19	sources	source	NOUN
ajmri-4821	96	20	,	,	PUNCT
ajmri-4821	96	21	inadequate	inadequate	ADJ
ajmri-4821	96	22	energy	energy	NOUN
ajmri-4821	96	23	storage	storage	NOUN
ajmri-4821	96	24	,	,	PUNCT
ajmri-4821	96	25	figure	figure	NOUN
ajmri-4821	96	26	1	1	NUM
ajmri-4821	96	27	:	:	PUNCT
ajmri-4821	96	28	conventional	conventional	ADJ
ajmri-4821	96	29	simulink	simulink	NOUN
ajmri-4821	96	30	model	model	NOUN
ajmri-4821	96	31	for	for	ADP
ajmri-4821	96	32	improving	improve	VERB
ajmri-4821	96	33	constant	constant	ADJ
ajmri-4821	96	34	power	power	NOUN
ajmri-4821	96	35	supply	supply	NOUN
ajmri-4821	96	36	in	in	ADP
ajmri-4821	96	37	renewable	renewable	ADJ
ajmri-4821	96	38	energy	energy	NOUN
ajmri-4821	96	39	integration	integration	NOUN
ajmri-4821	96	40	and	and	CCONJ
ajmri-4821	96	41	optimization	optimization	NOUN
ajmri-4821	96	42	pa	pa	PROPN
ajmri-4821	96	43	ge	ge	PROPN
ajmri-4821	97	1	20	20	NUM
ajmri-4821	97	2	9	9	NUM
ajmri-4821	97	3	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	97	4	am	am	NOUN
ajmri-4821	97	5	.	.	PUNCT
ajmri-4821	98	1	j.	j.	PROPN
ajmri-4821	98	2	multidis	multidis	PROPN
ajmri-4821	98	3	.	.	PUNCT
ajmri-4821	99	1	res	re	NOUN
ajmri-4821	99	2	.	.	PUNCT
ajmri-4821	100	1	innov	innov	PROPN
ajmri-4821	100	2	.	.	PUNCT
ajmri-4821	101	1	4(3	4(3	NUM
ajmri-4821	101	2	)	)	PUNCT
ajmri-4821	101	3	205	205	NUM
ajmri-4821	101	4	-	-	SYM
ajmri-4821	101	5	215	215	NUM
ajmri-4821	101	6	,	,	PUNCT
ajmri-4821	101	7	2025	2025	NUM
ajmri-4821	101	8	and	and	CCONJ
ajmri-4821	101	9	outdated	outdated	ADJ
ajmri-4821	101	10	grid	grid	NOUN
ajmri-4821	101	11	infrastructure	infrastructure	NOUN
ajmri-4821	101	12	.	.	PUNCT
ajmri-4821	102	1	addressing	address	VERB
ajmri-4821	102	2	these	these	DET
ajmri-4821	102	3	issues	issue	NOUN
ajmri-4821	102	4	requires	require	VERB
ajmri-4821	102	5	modernized	modernize	VERB
ajmri-4821	102	6	grid	grid	NOUN
ajmri-4821	102	7	systems	system	NOUN
ajmri-4821	102	8	,	,	PUNCT
ajmri-4821	102	9	intelligent	intelligent	ADJ
ajmri-4821	102	10	control	control	NOUN
ajmri-4821	102	11	technologies	technology	NOUN
ajmri-4821	102	12	,	,	PUNCT
ajmri-4821	102	13	and	and	CCONJ
ajmri-4821	102	14	robust	robust	ADJ
ajmri-4821	102	15	backup	backup	ADJ
ajmri-4821	102	16	solutions	solution	NOUN
ajmri-4821	102	17	to	to	PART
ajmri-4821	102	18	maintain	maintain	VERB
ajmri-4821	102	19	a	a	DET
ajmri-4821	102	20	stable	stable	ADJ
ajmri-4821	102	21	and	and	CCONJ
ajmri-4821	102	22	reliable	reliable	ADJ
ajmri-4821	102	23	power	power	NOUN
ajmri-4821	102	24	supply	supply	NOUN
ajmri-4821	102	25	.	.	PUNCT
ajmri-4821	103	1	figure	figure	NOUN
ajmri-4821	103	2	2	2	NUM
ajmri-4821	103	3	:	:	PUNCT
ajmri-4821	103	4	trained	train	VERB
ajmri-4821	103	5	ann	ann	PROPN
ajmri-4821	103	6	in	in	ADP
ajmri-4821	103	7	the	the	DET
ajmri-4821	103	8	established	establish	VERB
ajmri-4821	103	9	causes	cause	NOUN
ajmri-4821	103	10	of	of	ADP
ajmri-4821	103	11	power	power	NOUN
ajmri-4821	103	12	failure	failure	NOUN
ajmri-4821	103	13	for	for	ADP
ajmri-4821	103	14	effective	effective	ADJ
ajmri-4821	103	15	minimization	minimization	NOUN
ajmri-4821	103	16	in	in	ADP
ajmri-4821	103	17	improving	improve	VERB
ajmri-4821	103	18	constant	constant	ADJ
ajmri-4821	103	19	power	power	NOUN
ajmri-4821	103	20	supply	supply	NOUN
ajmri-4821	103	21	in	in	ADP
ajmri-4821	103	22	renewable	renewable	ADJ
ajmri-4821	103	23	energy	energy	NOUN
ajmri-4821	103	24	integration	integration	NOUN
ajmri-4821	103	25	and	and	CCONJ
ajmri-4821	103	26	optimization	optimization	NOUN
ajmri-4821	103	27	figure	figure	NOUN
ajmri-4821	103	28	3	3	NUM
ajmri-4821	103	29	:	:	PUNCT
ajmri-4821	103	30	number	number	NOUN
ajmri-4821	103	31	of	of	ADP
ajmri-4821	103	32	times	time	NOUN
ajmri-4821	103	33	of	of	ADP
ajmri-4821	103	34	training	training	NOUN
ajmri-4821	103	35	figure	figure	NOUN
ajmri-4821	103	36	4	4	NUM
ajmri-4821	103	37	:	:	PUNCT
ajmri-4821	103	38	result	result	NOUN
ajmri-4821	103	39	obtained	obtain	VERB
ajmri-4821	103	40	during	during	ADP
ajmri-4821	103	41	the	the	DET
ajmri-4821	103	42	training	training	NOUN
ajmri-4821	103	43	the	the	DET
ajmri-4821	103	44	results	result	NOUN
ajmri-4821	103	45	obtained	obtain	VERB
ajmri-4821	103	46	were	be	AUX
ajmri-4821	103	47	as	as	SCONJ
ajmri-4821	103	48	shown	show	VERB
ajmri-4821	103	49	in	in	ADP
ajmri-4821	103	50	figures	figure	NOUN
ajmri-4821	103	51	7	7	NUM
ajmri-4821	103	52	through	through	ADP
ajmri-4821	103	53	9	9	NUM
ajmri-4821	103	54	to	to	PART
ajmri-4821	103	55	train	train	VERB
ajmri-4821	103	56	ann	ann	PROPN
ajmri-4821	103	57	in	in	ADP
ajmri-4821	103	58	the	the	DET
ajmri-4821	103	59	established	establish	VERB
ajmri-4821	103	60	causes	cause	NOUN
ajmri-4821	103	61	of	of	ADP
ajmri-4821	103	62	power	power	NOUN
ajmri-4821	103	63	failure	failure	NOUN
ajmri-4821	103	64	for	for	ADP
ajmri-4821	103	65	effective	effective	ADJ
ajmri-4821	103	66	minimization	minimization	NOUN
ajmri-4821	103	67	in	in	ADP
ajmri-4821	103	68	improving	improve	VERB
ajmri-4821	103	69	constant	constant	ADJ
ajmri-4821	103	70	power	power	NOUN
ajmri-4821	103	71	supply	supply	NOUN
ajmri-4821	103	72	in	in	ADP
ajmri-4821	103	73	renewable	renewable	ADJ
ajmri-4821	103	74	energy	energy	NOUN
ajmri-4821	103	75	integration	integration	NOUN
ajmri-4821	103	76	and	and	CCONJ
ajmri-4821	103	77	optimization	optimization	NOUN
ajmri-4821	103	78	.	.	PUNCT
ajmri-4821	104	1	ann	ann	PROPN
ajmri-4821	104	2	was	be	AUX
ajmri-4821	104	3	trained	train	VERB
ajmri-4821	104	4	three	three	NUM
ajmri-4821	104	5	times	time	NOUN
ajmri-4821	104	6	in	in	ADP
ajmri-4821	104	7	eleven	eleven	NUM
ajmri-4821	104	8	causes	cause	NOUN
ajmri-4821	104	9	of	of	ADP
ajmri-4821	104	10	power	power	NOUN
ajmri-4821	104	11	pa	pa	PROPN
ajmri-4821	104	12	ge	ge	PROPN
ajmri-4821	104	13	21	21	NUM
ajmri-4821	104	14	0	0	NUM
ajmri-4821	105	1	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	105	2	am	am	NOUN
ajmri-4821	105	3	.	.	PUNCT
ajmri-4821	106	1	j.	j.	PROPN
ajmri-4821	106	2	multidis	multidis	PROPN
ajmri-4821	106	3	.	.	PUNCT
ajmri-4821	107	1	res	re	NOUN
ajmri-4821	107	2	.	.	PUNCT
ajmri-4821	108	1	innov	innov	PROPN
ajmri-4821	108	2	.	.	PUNCT
ajmri-4821	109	1	4(3	4(3	NUM
ajmri-4821	109	2	)	)	PUNCT
ajmri-4821	109	3	205	205	NUM
ajmri-4821	109	4	-	-	SYM
ajmri-4821	109	5	215	215	NUM
ajmri-4821	109	6	,	,	PUNCT
ajmri-4821	109	7	2025	2025	NUM
ajmri-4821	109	8	failure	failure	NOUN
ajmri-4821	109	9	for	for	ADP
ajmri-4821	109	10	effective	effective	ADJ
ajmri-4821	109	11	minimization	minimization	NOUN
ajmri-4821	109	12	in	in	ADP
ajmri-4821	109	13	improving	improve	VERB
ajmri-4821	109	14	constant	constant	ADJ
ajmri-4821	109	15	figure	figure	NOUN
ajmri-4821	109	16	5	5	NUM
ajmri-4821	109	17	:	:	PUNCT
ajmri-4821	109	18	designed	design	VERB
ajmri-4821	109	19	simulink	simulink	PROPN
ajmri-4821	109	20	model	model	NOUN
ajmri-4821	109	21	for	for	ADP
ajmri-4821	109	22	svc	svc	PROPN
ajmri-4821	109	23	power	power	NOUN
ajmri-4821	109	24	supply	supply	NOUN
ajmri-4821	109	25	in	in	ADP
ajmri-4821	109	26	renewable	renewable	ADJ
ajmri-4821	109	27	energy	energy	NOUN
ajmri-4821	109	28	integration	integration	NOUN
ajmri-4821	109	29	and	and	CCONJ
ajmri-4821	109	30	optimization	optimization	NOUN
ajmri-4821	109	31	3	3	NUM
ajmri-4821	109	32	x	x	SYM
ajmri-4821	109	33	11	11	NUM
ajmri-4821	109	34	=	=	NUM
ajmri-4821	109	35	33	33	NUM
ajmri-4821	109	36	to	to	PART
ajmri-4821	109	37	obtain	obtain	VERB
ajmri-4821	109	38	thirty	thirty	NUM
ajmri-4821	109	39	three	three	NUM
ajmri-4821	109	40	neurons	neuron	NOUN
ajmri-4821	109	41	that	that	PRON
ajmri-4821	109	42	looks	look	VERB
ajmri-4821	109	43	like	like	ADP
ajmri-4821	109	44	human	human	ADJ
ajmri-4821	109	45	brain	brain	NOUN
ajmri-4821	109	46	.	.	PUNCT
ajmri-4821	110	1	to	to	PART
ajmri-4821	110	2	design	design	VERB
ajmri-4821	110	3	a	a	DET
ajmri-4821	110	4	simulink	simulink	NOUN
ajmri-4821	110	5	model	model	NOUN
ajmri-4821	110	6	for	for	ADP
ajmri-4821	110	7	svc	svc	PROPN
ajmri-4821	110	8	this	this	DET
ajmri-4821	110	9	model	model	NOUN
ajmri-4821	110	10	will	will	AUX
ajmri-4821	110	11	be	be	AUX
ajmri-4821	110	12	integrated	integrate	VERB
ajmri-4821	110	13	in	in	ADP
ajmri-4821	110	14	the	the	DET
ajmri-4821	110	15	result	result	NOUN
ajmri-4821	110	16	obtained	obtain	VERB
ajmri-4821	110	17	during	during	ADP
ajmri-4821	110	18	training	training	NOUN
ajmri-4821	110	19	to	to	PART
ajmri-4821	110	20	develop	develop	VERB
ajmri-4821	110	21	an	an	DET
ajmri-4821	110	22	algorithm	algorithm	NOUN
ajmri-4821	110	23	that	that	PRON
ajmri-4821	110	24	will	will	AUX
ajmri-4821	110	25	implement	implement	VERB
ajmri-4821	110	26	the	the	DET
ajmri-4821	110	27	process	process	NOUN
ajmri-4821	110	28	1	1	NUM
ajmri-4821	110	29	.	.	X
ajmri-4821	110	30	characterize	characterize	VERB
ajmri-4821	110	31	and	and	CCONJ
ajmri-4821	110	32	establish	establish	VERB
ajmri-4821	110	33	the	the	DET
ajmri-4821	110	34	causes	cause	NOUN
ajmri-4821	110	35	of	of	ADP
ajmri-4821	110	36	power	power	NOUN
ajmri-4821	110	37	failure	failure	NOUN
ajmri-4821	110	38	in	in	ADP
ajmri-4821	110	39	improving	improve	VERB
ajmri-4821	110	40	constant	constant	ADJ
ajmri-4821	110	41	power	power	NOUN
ajmri-4821	110	42	supply	supply	NOUN
ajmri-4821	110	43	in	in	ADP
ajmri-4821	110	44	renewable	renewable	ADJ
ajmri-4821	110	45	energy	energy	NOUN
ajmri-4821	110	46	integration	integration	NOUN
ajmri-4821	110	47	and	and	CCONJ
ajmri-4821	110	48	optimization	optimization	NOUN
ajmri-4821	110	49	2	2	NUM
ajmri-4821	110	50	.	.	PUNCT
ajmri-4821	110	51	identify	identify	VERB
ajmri-4821	110	52	intermittency	intermittency	NOUN
ajmri-4821	110	53	of	of	ADP
ajmri-4821	110	54	renewable	renewable	ADJ
ajmri-4821	110	55	energy	energy	NOUN
ajmri-4821	110	56	sources	source	NOUN
ajmri-4821	110	57	3	3	NUM
ajmri-4821	110	58	.	.	PUNCT
ajmri-4821	110	59	identify	identify	VERB
ajmri-4821	110	60	inadequate	inadequate	ADJ
ajmri-4821	110	61	energy	energy	NOUN
ajmri-4821	110	62	storage	storage	NOUN
ajmri-4821	110	63	systems	system	NOUN
ajmri-4821	110	64	4	4	NUM
ajmri-4821	110	65	.	.	PUNCT
ajmri-4821	110	66	identify	identify	VERB
ajmri-4821	110	67	grid	grid	NOUN
ajmri-4821	110	68	instability	instability	NOUN
ajmri-4821	110	69	and	and	CCONJ
ajmri-4821	110	70	voltage	voltage	NOUN
ajmri-4821	110	71	fluctuations	fluctuation	NOUN
ajmri-4821	110	72	5	5	NUM
ajmri-4821	110	73	.	.	X
ajmri-4821	110	74	identify	identify	VERB
ajmri-4821	110	75	transmission	transmission	NOUN
ajmri-4821	110	76	and	and	CCONJ
ajmri-4821	110	77	distribution	distribution	NOUN
ajmri-4821	110	78	losses	loss	NOUN
ajmri-4821	110	79	6	6	NUM
ajmri-4821	110	80	.	.	PUNCT
ajmri-4821	110	81	identify	identify	VERB
ajmri-4821	110	82	lack	lack	NOUN
ajmri-4821	110	83	of	of	ADP
ajmri-4821	110	84	grid	grid	NOUN
ajmri-4821	110	85	flexibility	flexibility	NOUN
ajmri-4821	110	86	and	and	CCONJ
ajmri-4821	110	87	modernization	modernization	NOUN
ajmri-4821	110	88	7	7	NUM
ajmri-4821	110	89	.	.	PUNCT
ajmri-4821	110	90	identify	identify	VERB
ajmri-4821	110	91	reactive	reactive	ADJ
ajmri-4821	110	92	power	power	NOUN
ajmri-4821	110	93	imbalance	imbalance	NOUN
ajmri-4821	110	94	8	8	NUM
ajmri-4821	110	95	.	.	PUNCT
ajmri-4821	110	96	identify	identify	VERB
ajmri-4821	110	97	inadequate	inadequate	ADJ
ajmri-4821	110	98	backup	backup	NOUN
ajmri-4821	110	99	power	power	NOUN
ajmri-4821	110	100	systems	system	NOUN
ajmri-4821	110	101	9	9	NUM
ajmri-4821	110	102	.	.	PUNCT
ajmri-4821	110	103	identify	identify	VERB
ajmri-4821	110	104	weather	weather	NOUN
ajmri-4821	110	105	-	-	PUNCT
ajmri-4821	110	106	related	relate	VERB
ajmri-4821	110	107	factors	factor	NOUN
ajmri-4821	110	108	10	10	NUM
ajmri-4821	110	109	.	.	PUNCT
ajmri-4821	111	1	identify	identify	VERB
ajmri-4821	111	2	harmonic	harmonic	ADJ
ajmri-4821	111	3	distortions	distortion	NOUN
ajmri-4821	111	4	and	and	CCONJ
ajmri-4821	111	5	power	power	NOUN
ajmri-4821	111	6	quality	quality	NOUN
ajmri-4821	111	7	issues	issue	NOUN
ajmri-4821	111	8	11	11	NUM
ajmri-4821	111	9	.	.	PUNCT
ajmri-4821	111	10	identify	identify	VERB
ajmri-4821	111	11	regulatory	regulatory	ADJ
ajmri-4821	111	12	and	and	CCONJ
ajmri-4821	111	13	policy	policy	NOUN
ajmri-4821	111	14	barriers	barrier	NOUN
ajmri-4821	111	15	12	12	NUM
ajmri-4821	111	16	.	.	PUNCT
ajmri-4821	112	1	design	design	VERB
ajmri-4821	112	2	a	a	DET
ajmri-4821	112	3	conventional	conventional	ADJ
ajmri-4821	112	4	simulink	simulink	NOUN
ajmri-4821	112	5	model	model	NOUN
ajmri-4821	112	6	for	for	ADP
ajmri-4821	112	7	improving	improve	VERB
ajmri-4821	112	8	constant	constant	ADJ
ajmri-4821	112	9	power	power	NOUN
ajmri-4821	112	10	supply	supply	NOUN
ajmri-4821	112	11	in	in	ADP
ajmri-4821	112	12	renewable	renewable	ADJ
ajmri-4821	112	13	energy	energy	NOUN
ajmri-4821	112	14	integration	integration	NOUN
ajmri-4821	112	15	and	and	CCONJ
ajmri-4821	112	16	optimization	optimization	NOUN
ajmri-4821	112	17	and	and	CCONJ
ajmri-4821	112	18	integrate	integrate	VERB
ajmri-4821	112	19	from	from	ADP
ajmri-4821	112	20	2	2	NUM
ajmri-4821	112	21	through	through	ADP
ajmri-4821	112	22	11	11	NUM
ajmri-4821	112	23	.	.	PUNCT
ajmri-4821	112	24	13	13	NUM
ajmri-4821	112	25	.	.	X
ajmri-4821	113	1	train	train	NOUN
ajmri-4821	113	2	ann	ann	PROPN
ajmri-4821	113	3	in	in	ADP
ajmri-4821	113	4	the	the	DET
ajmri-4821	113	5	established	establish	VERB
ajmri-4821	113	6	causes	cause	NOUN
ajmri-4821	113	7	of	of	ADP
ajmri-4821	113	8	power	power	NOUN
ajmri-4821	113	9	failure	failure	NOUN
ajmri-4821	113	10	for	for	ADP
ajmri-4821	113	11	effective	effective	ADJ
ajmri-4821	113	12	minimization	minimization	NOUN
ajmri-4821	113	13	in	in	ADP
ajmri-4821	113	14	improving	improve	VERB
ajmri-4821	113	15	constant	constant	ADJ
ajmri-4821	113	16	power	power	NOUN
ajmri-4821	113	17	supply	supply	NOUN
ajmri-4821	113	18	in	in	ADP
ajmri-4821	113	19	renewable	renewable	ADJ
ajmri-4821	113	20	energy	energy	NOUN
ajmri-4821	113	21	integration	integration	NOUN
ajmri-4821	113	22	and	and	CCONJ
ajmri-4821	113	23	optimization	optimization	NOUN
ajmri-4821	113	24	14	14	NUM
ajmri-4821	113	25	.	.	PUNCT
ajmri-4821	114	1	design	design	VERB
ajmri-4821	114	2	a	a	DET
ajmri-4821	114	3	simulink	simulink	NOUN
ajmri-4821	114	4	model	model	NOUN
ajmri-4821	114	5	for	for	ADP
ajmri-4821	114	6	svc	svc	PROPN
ajmri-4821	114	7	15	15	NUM
ajmri-4821	114	8	.	.	PUNCT
ajmri-4821	114	9	integrate	integrate	VERB
ajmri-4821	114	10	13	13	NUM
ajmri-4821	114	11	and	and	CCONJ
ajmri-4821	114	12	14	14	NUM
ajmri-4821	114	13	.	.	X
ajmri-4821	115	1	16	16	NUM
ajmri-4821	115	2	.	.	PUNCT
ajmri-4821	115	3	integrate	integrate	VERB
ajmri-4821	115	4	15	15	NUM
ajmri-4821	115	5	in	in	ADP
ajmri-4821	115	6	12	12	NUM
ajmri-4821	115	7	17	17	NUM
ajmri-4821	115	8	.	.	PUNCT
ajmri-4821	116	1	did	do	AUX
ajmri-4821	116	2	the	the	DET
ajmri-4821	116	3	causes	cause	NOUN
ajmri-4821	116	4	of	of	ADP
ajmri-4821	116	5	power	power	NOUN
ajmri-4821	116	6	failure	failure	NOUN
ajmri-4821	116	7	in	in	ADP
ajmri-4821	116	8	improving	improve	VERB
ajmri-4821	116	9	constant	constant	ADJ
ajmri-4821	116	10	power	power	NOUN
ajmri-4821	116	11	supply	supply	NOUN
ajmri-4821	116	12	in	in	ADP
ajmri-4821	116	13	renewable	renewable	ADJ
ajmri-4821	116	14	energy	energy	NOUN
ajmri-4821	116	15	integration	integration	NOUN
ajmri-4821	116	16	and	and	CCONJ
ajmri-4821	116	17	optimization	optimization	NOUN
ajmri-4821	116	18	reduce	reduce	VERB
ajmri-4821	116	19	?	?	PUNCT
ajmri-4821	117	1	18	18	NUM
ajmri-4821	117	2	.	.	PUNCT
ajmri-4821	118	1	if	if	SCONJ
ajmri-4821	118	2	no	no	PRON
ajmri-4821	118	3	go	go	VERB
ajmri-4821	118	4	to	to	ADP
ajmri-4821	118	5	16	16	NUM
ajmri-4821	118	6	19	19	NUM
ajmri-4821	118	7	.	.	PUNCT
ajmri-4821	119	1	if	if	SCONJ
ajmri-4821	119	2	yes	yes	INTJ
ajmri-4821	119	3	go	go	VERB
ajmri-4821	119	4	to	to	ADP
ajmri-4821	119	5	20	20	NUM
ajmri-4821	119	6	20	20	NUM
ajmri-4821	119	7	.	.	PUNCT
ajmri-4821	120	1	improved	improve	VERB
ajmri-4821	120	2	constant	constant	ADJ
ajmri-4821	120	3	power	power	NOUN
ajmri-4821	120	4	supply	supply	NOUN
ajmri-4821	120	5	in	in	ADP
ajmri-4821	120	6	renewable	renewable	ADJ
ajmri-4821	120	7	energy	energy	NOUN
ajmri-4821	120	8	integration	integration	NOUN
ajmri-4821	120	9	and	and	CCONJ
ajmri-4821	120	10	optimization	optimization	NOUN
ajmri-4821	120	11	21	21	NUM
ajmri-4821	120	12	.	.	PUNCT
ajmri-4821	121	1	stop	stop	VERB
ajmri-4821	121	2	22	22	NUM
ajmri-4821	121	3	.	.	PUNCT
ajmri-4821	122	1	end	end	VERB
ajmri-4821	122	2	to	to	PART
ajmri-4821	122	3	design	design	VERB
ajmri-4821	122	4	a	a	DET
ajmri-4821	122	5	simulink	simulink	NOUN
ajmri-4821	122	6	model	model	NOUN
ajmri-4821	122	7	for	for	ADP
ajmri-4821	122	8	improving	improve	VERB
ajmri-4821	122	9	constant	constant	ADJ
ajmri-4821	122	10	power	power	NOUN
ajmri-4821	122	11	supply	supply	NOUN
ajmri-4821	122	12	in	in	ADP
ajmri-4821	122	13	renewable	renewable	ADJ
ajmri-4821	122	14	energy	energy	NOUN
ajmri-4821	122	15	integration	integration	NOUN
ajmri-4821	122	16	and	and	CCONJ
ajmri-4821	122	17	optimization	optimization	NOUN
ajmri-4821	122	18	using	use	VERB
ajmri-4821	122	19	ann	ann	PROPN
ajmri-4821	122	20	based	base	VERB
ajmri-4821	122	21	svc	svc	PROPN
ajmri-4821	122	22	the	the	DET
ajmri-4821	122	23	results	result	NOUN
ajmri-4821	122	24	obtained	obtain	VERB
ajmri-4821	122	25	after	after	ADP
ajmri-4821	122	26	simulation	simulation	NOUN
ajmri-4821	122	27	were	be	AUX
ajmri-4821	122	28	as	as	SCONJ
ajmri-4821	122	29	shown	show	VERB
ajmri-4821	122	30	in	in	ADP
ajmri-4821	122	31	figures	figure	NOUN
ajmri-4821	122	32	7	7	NUM
ajmri-4821	122	33	through	through	ADP
ajmri-4821	122	34	9	9	NUM
ajmri-4821	122	35	.	.	PUNCT
ajmri-4821	122	36	to	to	PART
ajmri-4821	122	37	validate	validate	VERB
ajmri-4821	122	38	and	and	CCONJ
ajmri-4821	122	39	justify	justify	VERB
ajmri-4821	122	40	percentage	percentage	NOUN
ajmri-4821	122	41	improvement	improvement	NOUN
ajmri-4821	122	42	in	in	ADP
ajmri-4821	122	43	the	the	DET
ajmri-4821	122	44	reduction	reduction	NOUN
ajmri-4821	122	45	of	of	ADP
ajmri-4821	122	46	establish	establish	VERB
ajmri-4821	122	47	causes	cause	NOUN
ajmri-4821	122	48	of	of	ADP
ajmri-4821	122	49	power	power	NOUN
ajmri-4821	122	50	failure	failure	NOUN
ajmri-4821	122	51	in	in	ADP
ajmri-4821	122	52	improving	improve	VERB
ajmri-4821	122	53	constant	constant	ADJ
ajmri-4821	122	54	power	power	NOUN
ajmri-4821	122	55	supply	supply	NOUN
ajmri-4821	122	56	in	in	ADP
ajmri-4821	122	57	renewable	renewable	ADJ
ajmri-4821	122	58	energy	energy	NOUN
ajmri-4821	122	59	integration	integration	NOUN
ajmri-4821	122	60	and	and	CCONJ
ajmri-4821	122	61	optimization	optimization	NOUN
ajmri-4821	122	62	with	with	ADP
ajmri-4821	122	63	and	and	CCONJ
ajmri-4821	122	64	without	without	ADP
ajmri-4821	122	65	ann	ann	PROPN
ajmri-4821	122	66	based	base	VERB
ajmri-4821	122	67	svc	svc	PROPN
ajmri-4821	122	68	to	to	PART
ajmri-4821	122	69	find	find	VERB
ajmri-4821	122	70	percentage	percentage	NOUN
ajmri-4821	122	71	improvement	improvement	NOUN
ajmri-4821	122	72	in	in	ADP
ajmri-4821	122	73	the	the	DET
ajmri-4821	122	74	reduction	reduction	NOUN
ajmri-4821	122	75	of	of	ADP
ajmri-4821	122	76	intermittency	intermittency	NOUN
ajmri-4821	122	77	of	of	ADP
ajmri-4821	122	78	renewable	renewable	ADJ
ajmri-4821	122	79	energy	energy	NOUN
ajmri-4821	122	80	sources	source	NOUN
ajmri-4821	122	81	cause	cause	VERB
ajmri-4821	122	82	of	of	ADP
ajmri-4821	122	83	power	power	NOUN
ajmri-4821	122	84	failure	failure	NOUN
ajmri-4821	122	85	in	in	ADP
ajmri-4821	122	86	improving	improve	VERB
ajmri-4821	122	87	constant	constant	ADJ
ajmri-4821	122	88	power	power	NOUN
ajmri-4821	122	89	supply	supply	NOUN
ajmri-4821	122	90	in	in	ADP
ajmri-4821	122	91	renewable	renewable	ADJ
ajmri-4821	122	92	energy	energy	NOUN
ajmri-4821	122	93	integration	integration	NOUN
ajmri-4821	122	94	and	and	CCONJ
ajmri-4821	122	95	optimization	optimization	NOUN
ajmri-4821	122	96	with	with	ADP
ajmri-4821	122	97	ann	ann	PROPN
ajmri-4821	122	98	based	base	VERB
ajmri-4821	122	99	svc	svc	PROPN
ajmri-4821	122	100	conventional	conventional	ADJ
ajmri-4821	122	101	intermittency	intermittency	NOUN
ajmri-4821	122	102	of	of	ADP
ajmri-4821	122	103	renewable	renewable	ADJ
ajmri-4821	122	104	energy	energy	NOUN
ajmri-4821	122	105	sources	source	NOUN
ajmri-4821	122	106	=	=	SYM
ajmri-4821	122	107	30	30	NUM
ajmri-4821	122	108	%	%	NOUN
ajmri-4821	122	109	ann	ann	PROPN
ajmri-4821	122	110	based	base	VERB
ajmri-4821	122	111	svc	svc	PROPN
ajmri-4821	122	112	intermittency	intermittency	NOUN
ajmri-4821	122	113	of	of	ADP
ajmri-4821	122	114	renewable	renewable	ADJ
ajmri-4821	122	115	energy	energy	NOUN
ajmri-4821	122	116	sources=25.84	sources=25.84	NOUN
ajmri-4821	122	117	%	%	NOUN
ajmri-4821	122	118	%	%	NOUN
ajmri-4821	122	119	improvement	improvement	NOUN
ajmri-4821	122	120	in	in	ADP
ajmri-4821	122	121	the	the	DET
ajmri-4821	122	122	reduction	reduction	NOUN
ajmri-4821	122	123	of	of	ADP
ajmri-4821	122	124	intermittency	intermittency	NOUN
ajmri-4821	122	125	of	of	ADP
ajmri-4821	122	126	renewable	renewable	ADJ
ajmri-4821	122	127	energy	energy	NOUN
ajmri-4821	122	128	sources	source	NOUN
ajmri-4821	122	129	cause	cause	VERB
ajmri-4821	122	130	of	of	ADP
ajmri-4821	122	131	power	power	NOUN
ajmri-4821	122	132	failure	failure	NOUN
ajmri-4821	122	133	in	in	ADP
ajmri-4821	122	134	improving	improve	VERB
ajmri-4821	122	135	constant	constant	ADJ
ajmri-4821	122	136	power	power	NOUN
ajmri-4821	122	137	supply	supply	NOUN
ajmri-4821	122	138	in	in	ADP
ajmri-4821	122	139	renewable	renewable	ADJ
ajmri-4821	122	140	energy	energy	NOUN
ajmri-4821	122	141	integration	integration	NOUN
ajmri-4821	122	142	and	and	CCONJ
ajmri-4821	122	143	optimization	optimization	NOUN
ajmri-4821	122	144	with	with	ADP
ajmri-4821	122	145	ann	ann	PROPN
ajmri-4821	122	146	based	base	VERB
ajmri-4821	122	147	svc=	svc=	PROPN
ajmri-4821	122	148	conventional	conventional	ADJ
ajmri-4821	122	149	intermittency	intermittency	NOUN
ajmri-4821	122	150	of	of	ADP
ajmri-4821	122	151	renewable	renewable	ADJ
ajmri-4821	122	152	energy	energy	NOUN
ajmri-4821	122	153	sources	source	NOUN
ajmri-4821	122	154	ann	ann	PROPN
ajmri-4821	122	155	based	base	VERB
ajmri-4821	122	156	svc	svc	PROPN
ajmri-4821	122	157	intermittency	intermittency	NOUN
ajmri-4821	122	158	of	of	ADP
ajmri-4821	122	159	renewable	renewable	ADJ
ajmri-4821	122	160	energy	energy	NOUN
ajmri-4821	122	161	sources	source	NOUN
ajmri-4821	122	162	%	%	INTJ
ajmri-4821	122	163	improvement	improvement	NOUN
ajmri-4821	122	164	in	in	ADP
ajmri-4821	122	165	the	the	DET
ajmri-4821	122	166	reduction	reduction	NOUN
ajmri-4821	122	167	of	of	ADP
ajmri-4821	122	168	intermittency	intermittency	NOUN
ajmri-4821	122	169	of	of	ADP
ajmri-4821	122	170	renewable	renewable	ADJ
ajmri-4821	122	171	energy	energy	NOUN
ajmri-4821	122	172	sources	source	NOUN
ajmri-4821	122	173	cause	cause	VERB
ajmri-4821	122	174	of	of	ADP
ajmri-4821	122	175	power	power	NOUN
ajmri-4821	122	176	failure	failure	NOUN
ajmri-4821	122	177	in	in	ADP
ajmri-4821	122	178	improving	improve	VERB
ajmri-4821	122	179	constant	constant	ADJ
ajmri-4821	122	180	power	power	NOUN
ajmri-4821	122	181	supply	supply	NOUN
ajmri-4821	122	182	in	in	ADP
ajmri-4821	122	183	renewable	renewable	ADJ
ajmri-4821	122	184	energy	energy	NOUN
ajmri-4821	122	185	integration	integration	NOUN
ajmri-4821	122	186	and	and	CCONJ
ajmri-4821	122	187	optimization	optimization	NOUN
ajmri-4821	122	188	with	with	ADP
ajmri-4821	122	189	ann	ann	PROPN
ajmri-4821	122	190	based	base	VERB
ajmri-4821	122	191	svc=30	svc=30	PROPN
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ajmri-4821	122	199	reduction	reduction	NOUN
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ajmri-4821	122	201	intermittency	intermittency	NOUN
ajmri-4821	122	202	of	of	ADP
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ajmri-4821	122	206	1	1	NUM
ajmri-4821	122	207	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	122	208	am	am	NOUN
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ajmri-4821	123	1	j.	j.	PROPN
ajmri-4821	123	2	multidis	multidis	PROPN
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ajmri-4821	124	2	.	.	PUNCT
ajmri-4821	125	1	innov	innov	PROPN
ajmri-4821	125	2	.	.	PUNCT
ajmri-4821	126	1	4(3	4(3	NUM
ajmri-4821	126	2	)	)	PUNCT
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ajmri-4821	126	5	215	215	NUM
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ajmri-4821	126	7	2025	2025	NUM
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ajmri-4821	126	10	:	:	PUNCT
ajmri-4821	126	11	designed	design	VERB
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ajmri-4821	126	69	in	in	ADP
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ajmri-4821	126	80	with	with	ADP
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ajmri-4821	126	83	svc	svc	PROPN
ajmri-4821	126	84	conventional	conventional	ADJ
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ajmri-4821	126	89	fluctuations	fluctuation	NOUN
ajmri-4821	126	90	=	=	SYM
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ajmri-4821	126	92	%	%	NOUN
ajmri-4821	126	93	ann	ann	PROPN
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ajmri-4821	126	95	svc	svc	PROPN
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ajmri-4821	126	101	=	=	NOUN
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ajmri-4821	126	106	in	in	ADP
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ajmri-4821	126	112	and	and	CCONJ
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ajmri-4821	126	119	in	in	ADP
ajmri-4821	126	120	improving	improve	VERB
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ajmri-4821	126	122	power	power	NOUN
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ajmri-4821	126	124	in	in	ADP
ajmri-4821	126	125	renewable	renewable	ADJ
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ajmri-4821	126	128	and	and	CCONJ
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ajmri-4821	126	132	based	base	VERB
ajmri-4821	126	133	svc=	svc=	PROPN
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ajmri-4821	126	146	voltage	voltage	NOUN
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ajmri-4821	127	1	%	%	NOUN
ajmri-4821	127	2	improvement	improvement	NOUN
ajmri-4821	127	3	in	in	ADP
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ajmri-4821	127	5	reduction	reduction	NOUN
ajmri-4821	127	6	of	of	ADP
ajmri-4821	127	7	grid	grid	NOUN
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ajmri-4821	127	9	and	and	CCONJ
ajmri-4821	127	10	voltage	voltage	NOUN
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ajmri-4821	127	16	in	in	ADP
ajmri-4821	127	17	improving	improve	VERB
ajmri-4821	127	18	constant	constant	ADJ
ajmri-4821	127	19	power	power	NOUN
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ajmri-4821	127	25	and	and	CCONJ
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ajmri-4821	127	30	svc=15	svc=15	ADV
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ajmri-4821	127	33	%	%	NOUN
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ajmri-4821	127	42	and	and	CCONJ
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ajmri-4821	127	49	in	in	ADP
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ajmri-4821	127	63	svc=2.08	svc=2.08	PROPN
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ajmri-4821	127	81	in	in	ADP
ajmri-4821	127	82	improving	improve	VERB
ajmri-4821	127	83	constant	constant	ADJ
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ajmri-4821	127	86	in	in	ADP
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ajmri-4821	127	88	energy	energy	NOUN
ajmri-4821	127	89	integration	integration	NOUN
ajmri-4821	127	90	and	and	CCONJ
ajmri-4821	127	91	optimization	optimization	NOUN
ajmri-4821	127	92	with	with	ADP
ajmri-4821	127	93	ann	ann	PROPN
ajmri-4821	127	94	based	base	VERB
ajmri-4821	127	95	svc	svc	PROPN
ajmri-4821	127	96	pa	pa	PROPN
ajmri-4821	127	97	ge	ge	PROPN
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ajmri-4821	127	99	2	2	NUM
ajmri-4821	127	100	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
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ajmri-4821	129	2	.	.	PUNCT
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ajmri-4821	131	13	=	=	SYM
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ajmri-4821	131	15	%	%	NOUN
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ajmri-4821	131	23	=	=	NOUN
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ajmri-4821	131	25	%	%	NOUN
ajmri-4821	131	26	%	%	NOUN
ajmri-4821	131	27	improvement	improvement	NOUN
ajmri-4821	131	28	in	in	ADP
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ajmri-4821	131	30	reduction	reduction	NOUN
ajmri-4821	131	31	of	of	ADP
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ajmri-4821	131	40	in	in	ADP
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ajmri-4821	131	50	optimization	optimization	NOUN
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ajmri-4821	131	54	svc=	svc=	PROPN
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ajmri-4821	131	64	and	and	CCONJ
ajmri-4821	131	65	distribution	distribution	NOUN
ajmri-4821	131	66	losses	loss	NOUN
ajmri-4821	131	67	%	%	NOUN
ajmri-4821	131	68	improvement	improvement	NOUN
ajmri-4821	131	69	in	in	ADP
ajmri-4821	131	70	the	the	DET
ajmri-4821	131	71	reduction	reduction	NOUN
ajmri-4821	131	72	of	of	ADP
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ajmri-4821	131	74	and	and	CCONJ
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ajmri-4821	131	78	of	of	ADP
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ajmri-4821	131	80	failure	failure	NOUN
ajmri-4821	131	81	in	in	ADP
ajmri-4821	131	82	improving	improve	VERB
ajmri-4821	131	83	constant	constant	ADJ
ajmri-4821	131	84	power	power	NOUN
ajmri-4821	131	85	supply	supply	NOUN
ajmri-4821	131	86	in	in	ADP
ajmri-4821	131	87	renewable	renewable	ADJ
ajmri-4821	131	88	energy	energy	NOUN
ajmri-4821	131	89	integration	integration	NOUN
ajmri-4821	131	90	and	and	CCONJ
ajmri-4821	131	91	optimization	optimization	NOUN
ajmri-4821	131	92	with	with	ADP
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ajmri-4821	131	94	based	base	VERB
ajmri-4821	131	95	svc=10	svc=10	PROPN
ajmri-4821	131	96	%	%	NOUN
ajmri-4821	131	97	8.6	8.6	NUM
ajmri-4821	131	98	%	%	NOUN
ajmri-4821	131	99	%	%	NOUN
ajmri-4821	131	100	improvement	improvement	NOUN
ajmri-4821	131	101	in	in	ADP
ajmri-4821	131	102	the	the	DET
ajmri-4821	131	103	reduction	reduction	NOUN
ajmri-4821	131	104	of	of	ADP
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ajmri-4821	131	106	and	and	CCONJ
ajmri-4821	131	107	distribution	distribution	NOUN
ajmri-4821	131	108	losses	loss	NOUN
ajmri-4821	131	109	cause	cause	NOUN
ajmri-4821	131	110	of	of	ADP
ajmri-4821	131	111	power	power	NOUN
ajmri-4821	131	112	failure	failure	NOUN
ajmri-4821	131	113	in	in	ADP
ajmri-4821	131	114	improving	improve	VERB
ajmri-4821	131	115	table	table	NOUN
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ajmri-4821	131	117	:	:	PUNCT
ajmri-4821	131	118	comparison	comparison	NOUN
ajmri-4821	131	119	of	of	ADP
ajmri-4821	131	120	conventional	conventional	ADJ
ajmri-4821	131	121	and	and	CCONJ
ajmri-4821	131	122	ann	ann	PROPN
ajmri-4821	131	123	based	base	VERB
ajmri-4821	131	124	svc	svc	PROPN
ajmri-4821	131	125	intermittency	intermittency	NOUN
ajmri-4821	131	126	of	of	ADP
ajmri-4821	131	127	renewable	renewable	ADJ
ajmri-4821	131	128	energy	energy	NOUN
ajmri-4821	131	129	cause	cause	NOUN
ajmri-4821	131	130	of	of	ADP
ajmri-4821	131	131	power	power	NOUN
ajmri-4821	131	132	failure	failure	NOUN
ajmri-4821	131	133	in	in	ADP
ajmri-4821	131	134	improving	improve	VERB
ajmri-4821	131	135	constant	constant	ADJ
ajmri-4821	131	136	power	power	NOUN
ajmri-4821	131	137	supply	supply	NOUN
ajmri-4821	131	138	in	in	ADP
ajmri-4821	131	139	renewable	renewable	ADJ
ajmri-4821	131	140	energy	energy	NOUN
ajmri-4821	131	141	integration	integration	NOUN
ajmri-4821	131	142	and	and	CCONJ
ajmri-4821	131	143	optimization	optimization	NOUN
ajmri-4821	131	144	time	time	NOUN
ajmri-4821	131	145	(	(	PUNCT
ajmri-4821	131	146	s	s	NOUN
ajmri-4821	131	147	)	)	PUNCT
ajmri-4821	131	148	conventional	conventional	ADJ
ajmri-4821	131	149	intermittency	intermittency	NOUN
ajmri-4821	131	150	of	of	ADP
ajmri-4821	131	151	renewable	renewable	ADJ
ajmri-4821	131	152	energy	energy	NOUN
ajmri-4821	131	153	cause	cause	NOUN
ajmri-4821	131	154	of	of	ADP
ajmri-4821	131	155	power	power	NOUN
ajmri-4821	131	156	failure	failure	NOUN
ajmri-4821	131	157	in	in	ADP
ajmri-4821	131	158	improving	improve	VERB
ajmri-4821	131	159	constant	constant	ADJ
ajmri-4821	131	160	power	power	NOUN
ajmri-4821	131	161	supply	supply	NOUN
ajmri-4821	131	162	in	in	ADP
ajmri-4821	131	163	renewable	renewable	ADJ
ajmri-4821	131	164	energy	energy	NOUN
ajmri-4821	131	165	integration	integration	NOUN
ajmri-4821	131	166	and	and	CCONJ
ajmri-4821	131	167	optimization	optimization	NOUN
ajmri-4821	131	168	(	(	PUNCT
ajmri-4821	131	169	%	%	NOUN
ajmri-4821	131	170	)	)	PUNCT
ajmri-4821	131	171	ann	ann	PROPN
ajmri-4821	131	172	based	base	VERB
ajmri-4821	131	173	svc	svc	PROPN
ajmri-4821	131	174	intermittency	intermittency	NOUN
ajmri-4821	131	175	of	of	ADP
ajmri-4821	131	176	renewable	renewable	ADJ
ajmri-4821	131	177	energy	energy	NOUN
ajmri-4821	131	178	cause	cause	NOUN
ajmri-4821	131	179	of	of	ADP
ajmri-4821	131	180	power	power	NOUN
ajmri-4821	131	181	failure	failure	NOUN
ajmri-4821	131	182	in	in	ADP
ajmri-4821	131	183	improving	improve	VERB
ajmri-4821	131	184	constant	constant	ADJ
ajmri-4821	131	185	power	power	NOUN
ajmri-4821	131	186	supply	supply	NOUN
ajmri-4821	131	187	in	in	ADP
ajmri-4821	131	188	renewable	renewable	ADJ
ajmri-4821	131	189	energy	energy	NOUN
ajmri-4821	131	190	integration	integration	NOUN
ajmri-4821	131	191	and	and	CCONJ
ajmri-4821	131	192	optimization	optimization	NOUN
ajmri-4821	131	193	(	(	PUNCT
ajmri-4821	131	194	%	%	NOUN
ajmri-4821	131	195	)	)	PUNCT
ajmri-4821	131	196	1	1	NUM
ajmri-4821	131	197	30	30	NUM
ajmri-4821	131	198	25.84	25.84	NUM
ajmri-4821	131	199	2	2	NUM
ajmri-4821	131	200	30	30	NUM
ajmri-4821	131	201	25.84	25.84	NUM
ajmri-4821	131	202	3	3	NUM
ajmri-4821	131	203	30	30	NUM
ajmri-4821	131	204	25.84	25.84	NUM
ajmri-4821	131	205	4	4	NUM
ajmri-4821	131	206	30	30	NUM
ajmri-4821	131	207	25.84	25.84	NUM
ajmri-4821	131	208	10	10	NUM
ajmri-4821	131	209	30	30	NUM
ajmri-4821	131	210	25.84	25.84	NUM
ajmri-4821	131	211	figure	figure	NOUN
ajmri-4821	131	212	7	7	NUM
ajmri-4821	131	213	:	:	PUNCT
ajmri-4821	131	214	comparison	comparison	NOUN
ajmri-4821	131	215	of	of	ADP
ajmri-4821	131	216	conventional	conventional	ADJ
ajmri-4821	131	217	and	and	CCONJ
ajmri-4821	131	218	ann	ann	PROPN
ajmri-4821	131	219	based	base	VERB
ajmri-4821	131	220	svc	svc	PROPN
ajmri-4821	131	221	intermittency	intermittency	NOUN
ajmri-4821	131	222	of	of	ADP
ajmri-4821	131	223	renewable	renewable	ADJ
ajmri-4821	131	224	energy	energy	NOUN
ajmri-4821	131	225	cause	cause	NOUN
ajmri-4821	131	226	of	of	ADP
ajmri-4821	131	227	power	power	NOUN
ajmri-4821	131	228	failure	failure	NOUN
ajmri-4821	131	229	in	in	ADP
ajmri-4821	131	230	improving	improve	VERB
ajmri-4821	131	231	constant	constant	ADJ
ajmri-4821	131	232	power	power	NOUN
ajmri-4821	131	233	supply	supply	NOUN
ajmri-4821	131	234	in	in	ADP
ajmri-4821	131	235	renewable	renewable	ADJ
ajmri-4821	131	236	energy	energy	NOUN
ajmri-4821	131	237	integration	integration	NOUN
ajmri-4821	131	238	and	and	CCONJ
ajmri-4821	131	239	optimization	optimization	NOUN
ajmri-4821	131	240	constant	constant	ADJ
ajmri-4821	131	241	power	power	NOUN
ajmri-4821	131	242	supply	supply	NOUN
ajmri-4821	131	243	in	in	ADP
ajmri-4821	131	244	renewable	renewable	ADJ
ajmri-4821	131	245	energy	energy	NOUN
ajmri-4821	131	246	integration	integration	NOUN
ajmri-4821	131	247	and	and	CCONJ
ajmri-4821	131	248	optimization	optimization	NOUN
ajmri-4821	131	249	with	with	ADP
ajmri-4821	131	250	ann	ann	PROPN
ajmri-4821	131	251	based	base	VERB
ajmri-4821	131	252	svc=1.4	svc=1.4	PROPN
ajmri-4821	131	253	%	%	NOUN
ajmri-4821	131	254	results	result	NOUN
ajmri-4821	131	255	and	and	CCONJ
ajmri-4821	131	256	discussion	discussion	VERB
ajmri-4821	131	257	the	the	DET
ajmri-4821	131	258	conventional	conventional	ADJ
ajmri-4821	131	259	intermittency	intermittency	NOUN
ajmri-4821	131	260	of	of	ADP
ajmri-4821	131	261	renewable	renewable	ADJ
ajmri-4821	131	262	energy	energy	NOUN
ajmri-4821	131	263	cause	cause	NOUN
ajmri-4821	131	264	of	of	ADP
ajmri-4821	131	265	power	power	NOUN
ajmri-4821	131	266	failure	failure	NOUN
ajmri-4821	131	267	in	in	ADP
ajmri-4821	131	268	improving	improve	VERB
ajmri-4821	131	269	constant	constant	ADJ
ajmri-4821	131	270	power	power	NOUN
ajmri-4821	131	271	table	table	NOUN
ajmri-4821	131	272	3	3	NUM
ajmri-4821	131	273	:	:	PUNCT
ajmri-4821	131	274	comparison	comparison	NOUN
ajmri-4821	131	275	of	of	ADP
ajmri-4821	131	276	conventional	conventional	ADJ
ajmri-4821	131	277	and	and	CCONJ
ajmri-4821	131	278	ann	ann	PROPN
ajmri-4821	131	279	based	base	VERB
ajmri-4821	131	280	svc	svc	PROPN
ajmri-4821	131	281	grid	grid	NOUN
ajmri-4821	131	282	instability	instability	NOUN
ajmri-4821	131	283	and	and	CCONJ
ajmri-4821	131	284	voltage	voltage	NOUN
ajmri-4821	131	285	fluctuations	fluctuation	NOUN
ajmri-4821	131	286	cause	cause	NOUN
ajmri-4821	131	287	of	of	ADP
ajmri-4821	131	288	power	power	NOUN
ajmri-4821	131	289	failure	failure	NOUN
ajmri-4821	131	290	in	in	ADP
ajmri-4821	131	291	improving	improve	VERB
ajmri-4821	131	292	constant	constant	ADJ
ajmri-4821	131	293	power	power	NOUN
ajmri-4821	131	294	supply	supply	NOUN
ajmri-4821	131	295	in	in	ADP
ajmri-4821	131	296	renewable	renewable	ADJ
ajmri-4821	131	297	energy	energy	NOUN
ajmri-4821	131	298	integration	integration	NOUN
ajmri-4821	131	299	and	and	CCONJ
ajmri-4821	131	300	optimization	optimization	NOUN
ajmri-4821	131	301	time	time	NOUN
ajmri-4821	131	302	(	(	PUNCT
ajmri-4821	131	303	s	s	NOUN
ajmri-4821	131	304	)	)	PUNCT
ajmri-4821	131	305	conventional	conventional	ADJ
ajmri-4821	131	306	grid	grid	NOUN
ajmri-4821	131	307	instability	instability	NOUN
ajmri-4821	131	308	and	and	CCONJ
ajmri-4821	131	309	voltage	voltage	NOUN
ajmri-4821	131	310	fluctuations	fluctuation	NOUN
ajmri-4821	131	311	cause	cause	NOUN
ajmri-4821	131	312	of	of	ADP
ajmri-4821	131	313	power	power	NOUN
ajmri-4821	131	314	failure	failure	NOUN
ajmri-4821	131	315	in	in	ADP
ajmri-4821	131	316	improving	improve	VERB
ajmri-4821	131	317	constant	constant	ADJ
ajmri-4821	131	318	power	power	NOUN
ajmri-4821	131	319	supply	supply	NOUN
ajmri-4821	131	320	in	in	ADP
ajmri-4821	131	321	renewable	renewable	ADJ
ajmri-4821	131	322	energy	energy	NOUN
ajmri-4821	131	323	integration	integration	NOUN
ajmri-4821	131	324	and	and	CCONJ
ajmri-4821	131	325	optimization	optimization	NOUN
ajmri-4821	131	326	(	(	PUNCT
ajmri-4821	131	327	%	%	NOUN
ajmri-4821	131	328	)	)	PUNCT
ajmri-4821	131	329	ann	ann	PROPN
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ajmri-4821	131	331	svc	svc	PROPN
ajmri-4821	131	332	grid	grid	NOUN
ajmri-4821	131	333	instability	instability	NOUN
ajmri-4821	131	334	and	and	CCONJ
ajmri-4821	131	335	voltage	voltage	NOUN
ajmri-4821	131	336	fluctuations	fluctuation	NOUN
ajmri-4821	131	337	cause	cause	NOUN
ajmri-4821	131	338	of	of	ADP
ajmri-4821	131	339	power	power	NOUN
ajmri-4821	131	340	failure	failure	NOUN
ajmri-4821	131	341	in	in	ADP
ajmri-4821	131	342	improving	improve	VERB
ajmri-4821	131	343	constant	constant	ADJ
ajmri-4821	131	344	power	power	NOUN
ajmri-4821	131	345	supply	supply	NOUN
ajmri-4821	131	346	in	in	ADP
ajmri-4821	131	347	renewable	renewable	ADJ
ajmri-4821	131	348	energy	energy	NOUN
ajmri-4821	131	349	integration	integration	NOUN
ajmri-4821	131	350	and	and	CCONJ
ajmri-4821	131	351	optimization	optimization	NOUN
ajmri-4821	131	352	(	(	PUNCT
ajmri-4821	131	353	%	%	NOUN
ajmri-4821	131	354	)	)	PUNCT
ajmri-4821	131	355	1	1	NUM
ajmri-4821	131	356	15	15	NUM
ajmri-4821	131	357	12.92	12.92	NUM
ajmri-4821	131	358	2	2	NUM
ajmri-4821	131	359	15	15	NUM
ajmri-4821	131	360	12.92	12.92	NUM
ajmri-4821	131	361	3	3	NUM
ajmri-4821	131	362	15	15	NUM
ajmri-4821	131	363	12.92	12.92	NUM
ajmri-4821	131	364	4	4	NUM
ajmri-4821	131	365	15	15	NUM
ajmri-4821	131	366	12.92	12.92	NUM
ajmri-4821	131	367	10	10	NUM
ajmri-4821	131	368	15	15	NUM
ajmri-4821	131	369	12.92	12.92	NUM
ajmri-4821	131	370	pa	pa	PROPN
ajmri-4821	131	371	ge	ge	PROPN
ajmri-4821	131	372	21	21	NUM
ajmri-4821	131	373	3	3	NUM
ajmri-4821	131	374	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	131	375	am	am	NOUN
ajmri-4821	131	376	.	.	PUNCT
ajmri-4821	132	1	j.	j.	PROPN
ajmri-4821	132	2	multidis	multidis	PROPN
ajmri-4821	132	3	.	.	PUNCT
ajmri-4821	133	1	res	re	NOUN
ajmri-4821	133	2	.	.	PUNCT
ajmri-4821	134	1	innov	innov	PROPN
ajmri-4821	134	2	.	.	PUNCT
ajmri-4821	135	1	4(3	4(3	NUM
ajmri-4821	135	2	)	)	PUNCT
ajmri-4821	135	3	205	205	NUM
ajmri-4821	135	4	-	-	SYM
ajmri-4821	135	5	215	215	NUM
ajmri-4821	135	6	,	,	PUNCT
ajmri-4821	135	7	2025	2025	NUM
ajmri-4821	135	8	supply	supply	NOUN
ajmri-4821	135	9	in	in	ADP
ajmri-4821	135	10	renewable	renewable	ADJ
ajmri-4821	135	11	energy	energy	NOUN
ajmri-4821	135	12	integration	integration	NOUN
ajmri-4821	135	13	and	and	CCONJ
ajmri-4821	135	14	optimization	optimization	NOUN
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ajmri-4821	136	12	in	in	ADP
ajmri-4821	136	13	the	the	DET
ajmri-4821	136	14	system	system	NOUN
ajmri-4821	136	15	,	,	PUNCT
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ajmri-4821	136	21	%	%	NOUN
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ajmri-4821	136	25	power	power	NOUN
ajmri-4821	136	26	supply	supply	NOUN
ajmri-4821	136	27	.	.	PUNCT
ajmri-4821	137	1	the	the	DET
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ajmri-4821	137	4	instability	instability	NOUN
ajmri-4821	137	5	and	and	CCONJ
ajmri-4821	137	6	voltage	voltage	NOUN
ajmri-4821	137	7	fluctuations	fluctuation	NOUN
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ajmri-4821	137	10	power	power	NOUN
ajmri-4821	137	11	failure	failure	NOUN
ajmri-4821	137	12	in	in	ADP
ajmri-4821	137	13	improving	improve	VERB
ajmri-4821	137	14	constant	constant	ADJ
ajmri-4821	137	15	power	power	NOUN
ajmri-4821	137	16	supply	supply	NOUN
ajmri-4821	137	17	figure	figure	NOUN
ajmri-4821	137	18	8	8	NUM
ajmri-4821	137	19	:	:	PUNCT
ajmri-4821	137	20	comparison	comparison	NOUN
ajmri-4821	137	21	of	of	ADP
ajmri-4821	137	22	conventional	conventional	ADJ
ajmri-4821	137	23	and	and	CCONJ
ajmri-4821	137	24	ann	ann	PROPN
ajmri-4821	137	25	based	base	VERB
ajmri-4821	137	26	svc	svc	PROPN
ajmri-4821	137	27	grid	grid	NOUN
ajmri-4821	137	28	instability	instability	NOUN
ajmri-4821	137	29	and	and	CCONJ
ajmri-4821	137	30	voltage	voltage	NOUN
ajmri-4821	137	31	fluctuations	fluctuation	NOUN
ajmri-4821	137	32	cause	cause	NOUN
ajmri-4821	137	33	of	of	ADP
ajmri-4821	137	34	power	power	NOUN
ajmri-4821	137	35	failure	failure	NOUN
ajmri-4821	137	36	in	in	ADP
ajmri-4821	137	37	improving	improve	VERB
ajmri-4821	137	38	constant	constant	ADJ
ajmri-4821	137	39	power	power	NOUN
ajmri-4821	137	40	supply	supply	NOUN
ajmri-4821	137	41	in	in	ADP
ajmri-4821	137	42	renewable	renewable	ADJ
ajmri-4821	137	43	energy	energy	NOUN
ajmri-4821	137	44	integration	integration	NOUN
ajmri-4821	137	45	and	and	CCONJ
ajmri-4821	137	46	optimization	optimization	NOUN
ajmri-4821	137	47	table	table	NOUN
ajmri-4821	137	48	4	4	NUM
ajmri-4821	137	49	:	:	PUNCT
ajmri-4821	137	50	comparison	comparison	NOUN
ajmri-4821	137	51	of	of	ADP
ajmri-4821	137	52	conventional	conventional	ADJ
ajmri-4821	137	53	and	and	CCONJ
ajmri-4821	137	54	ann	ann	PROPN
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ajmri-4821	137	56	svc	svc	PROPN
ajmri-4821	137	57	transmission	transmission	NOUN
ajmri-4821	137	58	and	and	CCONJ
ajmri-4821	137	59	distribution	distribution	NOUN
ajmri-4821	137	60	losses	loss	NOUN
ajmri-4821	137	61	cause	cause	NOUN
ajmri-4821	137	62	of	of	ADP
ajmri-4821	137	63	power	power	NOUN
ajmri-4821	137	64	failure	failure	NOUN
ajmri-4821	137	65	in	in	ADP
ajmri-4821	137	66	improving	improve	VERB
ajmri-4821	137	67	constant	constant	ADJ
ajmri-4821	137	68	power	power	NOUN
ajmri-4821	137	69	supply	supply	NOUN
ajmri-4821	137	70	in	in	ADP
ajmri-4821	137	71	renewable	renewable	ADJ
ajmri-4821	137	72	energy	energy	NOUN
ajmri-4821	137	73	integration	integration	NOUN
ajmri-4821	137	74	and	and	CCONJ
ajmri-4821	137	75	optimization	optimization	NOUN
ajmri-4821	137	76	time	time	NOUN
ajmri-4821	137	77	(	(	PUNCT
ajmri-4821	137	78	s	s	NOUN
ajmri-4821	137	79	)	)	PUNCT
ajmri-4821	137	80	conventional	conventional	ADJ
ajmri-4821	137	81	transmission	transmission	NOUN
ajmri-4821	137	82	and	and	CCONJ
ajmri-4821	137	83	distribution	distribution	NOUN
ajmri-4821	137	84	losses	loss	NOUN
ajmri-4821	137	85	cause	cause	NOUN
ajmri-4821	137	86	of	of	ADP
ajmri-4821	137	87	power	power	NOUN
ajmri-4821	137	88	failure	failure	NOUN
ajmri-4821	137	89	in	in	ADP
ajmri-4821	137	90	improving	improve	VERB
ajmri-4821	137	91	constant	constant	ADJ
ajmri-4821	137	92	power	power	NOUN
ajmri-4821	137	93	supply	supply	NOUN
ajmri-4821	137	94	in	in	ADP
ajmri-4821	137	95	renewable	renewable	ADJ
ajmri-4821	137	96	energy	energy	NOUN
ajmri-4821	137	97	integration	integration	NOUN
ajmri-4821	137	98	and	and	CCONJ
ajmri-4821	137	99	optimization	optimization	NOUN
ajmri-4821	137	100	(	(	PUNCT
ajmri-4821	137	101	%	%	NOUN
ajmri-4821	137	102	)	)	PUNCT
ajmri-4821	137	103	ann	ann	PROPN
ajmri-4821	137	104	based	base	VERB
ajmri-4821	137	105	svc	svc	PROPN
ajmri-4821	137	106	transmission	transmission	NOUN
ajmri-4821	137	107	and	and	CCONJ
ajmri-4821	137	108	distribution	distribution	NOUN
ajmri-4821	137	109	losses	loss	NOUN
ajmri-4821	137	110	cause	cause	NOUN
ajmri-4821	137	111	of	of	ADP
ajmri-4821	137	112	power	power	NOUN
ajmri-4821	137	113	failure	failure	NOUN
ajmri-4821	137	114	in	in	ADP
ajmri-4821	137	115	improving	improve	VERB
ajmri-4821	137	116	constant	constant	ADJ
ajmri-4821	137	117	power	power	NOUN
ajmri-4821	137	118	supply	supply	NOUN
ajmri-4821	137	119	in	in	ADP
ajmri-4821	137	120	renewable	renewable	ADJ
ajmri-4821	137	121	energy	energy	NOUN
ajmri-4821	137	122	integration	integration	NOUN
ajmri-4821	137	123	and	and	CCONJ
ajmri-4821	137	124	optimization	optimization	NOUN
ajmri-4821	137	125	(	(	PUNCT
ajmri-4821	137	126	%	%	NOUN
ajmri-4821	137	127	)	)	PUNCT
ajmri-4821	137	128	1	1	NUM
ajmri-4821	137	129	10	10	NUM
ajmri-4821	137	130	8.6	8.6	NUM
ajmri-4821	137	131	2	2	NUM
ajmri-4821	137	132	10	10	NUM
ajmri-4821	137	133	8.6	8.6	NUM
ajmri-4821	137	134	3	3	NUM
ajmri-4821	137	135	10	10	NUM
ajmri-4821	137	136	8.6	8.6	NUM
ajmri-4821	137	137	4	4	NUM
ajmri-4821	137	138	10	10	NUM
ajmri-4821	137	139	8.6	8.6	NUM
ajmri-4821	137	140	10	10	NUM
ajmri-4821	137	141	10	10	NUM
ajmri-4821	137	142	8.6	8.6	NUM
ajmri-4821	137	143	figure	figure	NOUN
ajmri-4821	137	144	9	9	NUM
ajmri-4821	137	145	:	:	PUNCT
ajmri-4821	137	146	comparison	comparison	NOUN
ajmri-4821	137	147	of	of	ADP
ajmri-4821	137	148	conventional	conventional	ADJ
ajmri-4821	137	149	and	and	CCONJ
ajmri-4821	137	150	ann	ann	PROPN
ajmri-4821	137	151	based	base	VERB
ajmri-4821	137	152	svc	svc	PROPN
ajmri-4821	137	153	transmission	transmission	NOUN
ajmri-4821	137	154	and	and	CCONJ
ajmri-4821	137	155	distribution	distribution	NOUN
ajmri-4821	137	156	losses	loss	NOUN
ajmri-4821	137	157	cause	cause	NOUN
ajmri-4821	137	158	of	of	ADP
ajmri-4821	137	159	power	power	NOUN
ajmri-4821	137	160	failure	failure	NOUN
ajmri-4821	137	161	in	in	ADP
ajmri-4821	137	162	improving	improve	VERB
ajmri-4821	137	163	constant	constant	ADJ
ajmri-4821	137	164	power	power	NOUN
ajmri-4821	137	165	supply	supply	NOUN
ajmri-4821	137	166	in	in	ADP
ajmri-4821	137	167	renewable	renewable	ADJ
ajmri-4821	137	168	energy	energy	NOUN
ajmri-4821	137	169	integration	integration	NOUN
ajmri-4821	137	170	and	and	CCONJ
ajmri-4821	137	171	optimization	optimization	NOUN
ajmri-4821	137	172	pa	pa	PROPN
ajmri-4821	137	173	ge	ge	PROPN
ajmri-4821	137	174	21	21	NUM
ajmri-4821	137	175	4	4	NUM
ajmri-4821	137	176	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	137	177	am	am	NOUN
ajmri-4821	137	178	.	.	PUNCT
ajmri-4821	138	1	j.	j.	PROPN
ajmri-4821	138	2	multidis	multidis	PROPN
ajmri-4821	138	3	.	.	PUNCT
ajmri-4821	139	1	res	re	NOUN
ajmri-4821	139	2	.	.	PUNCT
ajmri-4821	140	1	innov	innov	PROPN
ajmri-4821	140	2	.	.	PUNCT
ajmri-4821	141	1	4(3	4(3	NUM
ajmri-4821	141	2	)	)	PUNCT
ajmri-4821	141	3	205	205	NUM
ajmri-4821	141	4	-	-	SYM
ajmri-4821	141	5	215	215	NUM
ajmri-4821	141	6	,	,	PUNCT
ajmri-4821	141	7	2025	2025	NUM
ajmri-4821	141	8	in	in	ADP
ajmri-4821	141	9	renewable	renewable	ADJ
ajmri-4821	141	10	energy	energy	NOUN
ajmri-4821	141	11	integration	integration	NOUN
ajmri-4821	141	12	and	and	CCONJ
ajmri-4821	141	13	optimization	optimization	NOUN
ajmri-4821	141	14	was	be	AUX
ajmri-4821	141	15	15	15	NUM
ajmri-4821	141	16	%	%	NOUN
ajmri-4821	141	17	.	.	PUNCT
ajmri-4821	142	1	meanwhile	meanwhile	ADV
ajmri-4821	142	2	,	,	PUNCT
ajmri-4821	142	3	when	when	SCONJ
ajmri-4821	142	4	an	an	DET
ajmri-4821	142	5	ann	ann	PROPN
ajmri-4821	142	6	based	base	VERB
ajmri-4821	142	7	svc	svc	PROPN
ajmri-4821	142	8	was	be	AUX
ajmri-4821	142	9	inculcated	inculcate	VERB
ajmri-4821	142	10	into	into	ADP
ajmri-4821	142	11	the	the	DET
ajmri-4821	142	12	system	system	NOUN
ajmri-4821	142	13	,	,	PUNCT
ajmri-4821	142	14	it	it	PRON
ajmri-4821	142	15	drastically	drastically	ADV
ajmri-4821	142	16	reduced	reduce	VERB
ajmri-4821	142	17	to12.92	to12.92	NOUN
ajmri-4821	142	18	%	%	NOUN
ajmri-4821	142	19	thereby	thereby	ADV
ajmri-4821	142	20	enhancing	enhance	VERB
ajmri-4821	142	21	consistent	consistent	ADJ
ajmri-4821	142	22	power	power	NOUN
ajmri-4821	142	23	supply	supply	NOUN
ajmri-4821	142	24	.	.	PUNCT
ajmri-4821	143	1	the	the	DET
ajmri-4821	143	2	conventional	conventional	ADJ
ajmri-4821	143	3	transmission	transmission	NOUN
ajmri-4821	143	4	and	and	CCONJ
ajmri-4821	143	5	distribution	distribution	NOUN
ajmri-4821	143	6	losses	loss	NOUN
ajmri-4821	143	7	cause	cause	NOUN
ajmri-4821	143	8	of	of	ADP
ajmri-4821	143	9	power	power	NOUN
ajmri-4821	143	10	failure	failure	NOUN
ajmri-4821	143	11	in	in	ADP
ajmri-4821	143	12	improving	improve	VERB
ajmri-4821	143	13	constant	constant	ADJ
ajmri-4821	143	14	power	power	NOUN
ajmri-4821	143	15	supply	supply	NOUN
ajmri-4821	143	16	in	in	ADP
ajmri-4821	143	17	renewable	renewable	ADJ
ajmri-4821	143	18	energy	energy	NOUN
ajmri-4821	143	19	integration	integration	NOUN
ajmri-4821	143	20	and	and	CCONJ
ajmri-4821	143	21	optimization	optimization	NOUN
ajmri-4821	143	22	was10	was10	ADJ
ajmri-4821	143	23	%	%	NOUN
ajmri-4821	143	24	.	.	PUNCT
ajmri-4821	144	1	however	however	ADV
ajmri-4821	144	2	,	,	PUNCT
ajmri-4821	144	3	when	when	SCONJ
ajmri-4821	144	4	an	an	DET
ajmri-4821	144	5	ann	ann	PROPN
ajmri-4821	144	6	based	base	VERB
ajmri-4821	144	7	svc	svc	PROPN
ajmri-4821	144	8	was	be	AUX
ajmri-4821	144	9	imbibed	imbibe	VERB
ajmri-4821	144	10	into	into	ADP
ajmri-4821	144	11	the	the	DET
ajmri-4821	144	12	system	system	NOUN
ajmri-4821	144	13	,	,	PUNCT
ajmri-4821	144	14	it	it	PRON
ajmri-4821	144	15	decisively	decisively	ADV
ajmri-4821	144	16	reduced	reduce	VERB
ajmri-4821	144	17	to	to	ADP
ajmri-4821	144	18	8.6	8.6	NUM
ajmri-4821	144	19	%	%	NOUN
ajmri-4821	144	20	.	.	PUNCT
ajmri-4821	145	1	finally	finally	ADV
ajmri-4821	145	2	,	,	PUNCT
ajmri-4821	145	3	with	with	SCONJ
ajmri-4821	145	4	these	these	DET
ajmri-4821	145	5	results	result	NOUN
ajmri-4821	145	6	obtained	obtain	VERB
ajmri-4821	145	7	,	,	PUNCT
ajmri-4821	145	8	it	it	PRON
ajmri-4821	145	9	definitely	definitely	ADV
ajmri-4821	145	10	shown	show	VERB
ajmri-4821	145	11	that	that	SCONJ
ajmri-4821	145	12	the	the	DET
ajmri-4821	145	13	percentage	percentage	NOUN
ajmri-4821	145	14	improvement	improvement	NOUN
ajmri-4821	145	15	of	of	ADP
ajmri-4821	145	16	constant	constant	ADJ
ajmri-4821	145	17	power	power	NOUN
ajmri-4821	145	18	supply	supply	NOUN
ajmri-4821	145	19	in	in	ADP
ajmri-4821	145	20	renewable	renewable	ADJ
ajmri-4821	145	21	energy	energy	NOUN
ajmri-4821	145	22	integration	integration	NOUN
ajmri-4821	145	23	and	and	CCONJ
ajmri-4821	145	24	optimization	optimization	NOUN
ajmri-4821	145	25	when	when	SCONJ
ajmri-4821	145	26	an	an	DET
ajmri-4821	145	27	ann	ann	PROPN
ajmri-4821	145	28	based	base	VERB
ajmri-4821	145	29	svc	svc	PROPN
ajmri-4821	145	30	was	be	AUX
ajmri-4821	145	31	imbibed	imbibe	VERB
ajmri-4821	145	32	in	in	ADP
ajmri-4821	145	33	the	the	DET
ajmri-4821	145	34	system	system	NOUN
ajmri-4821	145	35	was	be	AUX
ajmri-4821	145	36	1.4	1.4	NUM
ajmri-4821	145	37	%	%	NOUN
ajmri-4821	145	38	.	.	PUNCT
ajmri-4821	146	1	conclusion	conclusion	NOUN
ajmri-4821	146	2	the	the	DET
ajmri-4821	146	3	constant	constant	ADJ
ajmri-4821	146	4	power	power	NOUN
ajmri-4821	146	5	failure	failure	NOUN
ajmri-4821	146	6	in	in	ADP
ajmri-4821	146	7	the	the	DET
ajmri-4821	146	8	power	power	NOUN
ajmri-4821	146	9	company	company	NOUN
ajmri-4821	146	10	are	be	AUX
ajmri-4821	146	11	caused	cause	VERB
ajmri-4821	146	12	by	by	ADP
ajmri-4821	146	13	the	the	DET
ajmri-4821	146	14	following	follow	VERB
ajmri-4821	146	15	factors	factor	NOUN
ajmri-4821	146	16	intermittency	intermittency	NOUN
ajmri-4821	146	17	of	of	ADP
ajmri-4821	146	18	renewable	renewable	ADJ
ajmri-4821	146	19	energy	energy	NOUN
ajmri-4821	146	20	sources	source	NOUN
ajmri-4821	146	21	,	,	PUNCT
ajmri-4821	146	22	inadequate	inadequate	ADJ
ajmri-4821	146	23	energy	energy	NOUN
ajmri-4821	146	24	storage	storage	NOUN
ajmri-4821	146	25	systems	system	NOUN
ajmri-4821	146	26	,	,	PUNCT
ajmri-4821	146	27	grid	grid	NOUN
ajmri-4821	146	28	instability	instability	NOUN
ajmri-4821	146	29	and	and	CCONJ
ajmri-4821	146	30	voltage	voltage	NOUN
ajmri-4821	146	31	fluctuations	fluctuation	NOUN
ajmri-4821	146	32	,	,	PUNCT
ajmri-4821	146	33	transmission	transmission	NOUN
ajmri-4821	146	34	and	and	CCONJ
ajmri-4821	146	35	distribution	distribution	NOUN
ajmri-4821	146	36	losses	loss	NOUN
ajmri-4821	146	37	,	,	PUNCT
ajmri-4821	146	38	lack	lack	NOUN
ajmri-4821	146	39	of	of	ADP
ajmri-4821	146	40	grid	grid	NOUN
ajmri-4821	146	41	flexibility	flexibility	NOUN
ajmri-4821	146	42	and	and	CCONJ
ajmri-4821	146	43	modernization	modernization	NOUN
ajmri-4821	146	44	,	,	PUNCT
ajmri-4821	146	45	reactive	reactive	ADJ
ajmri-4821	146	46	power	power	NOUN
ajmri-4821	146	47	imbalance	imbalance	NOUN
ajmri-4821	146	48	,	,	PUNCT
ajmri-4821	146	49	inadequate	inadequate	ADJ
ajmri-4821	146	50	backup	backup	NOUN
ajmri-4821	146	51	power	power	NOUN
ajmri-4821	146	52	systems	system	NOUN
ajmri-4821	146	53	,	,	PUNCT
ajmri-4821	146	54	weather	weather	NOUN
ajmri-4821	146	55	-	-	PUNCT
ajmri-4821	146	56	related	relate	VERB
ajmri-4821	146	57	factors	factor	NOUN
ajmri-4821	146	58	,	,	PUNCT
ajmri-4821	146	59	harmonic	harmonic	ADJ
ajmri-4821	146	60	distortions	distortion	NOUN
ajmri-4821	146	61	and	and	CCONJ
ajmri-4821	146	62	power	power	NOUN
ajmri-4821	146	63	quality	quality	NOUN
ajmri-4821	146	64	issues	issue	NOUN
ajmri-4821	146	65	and	and	CCONJ
ajmri-4821	146	66	regulatory	regulatory	ADJ
ajmri-4821	146	67	and	and	CCONJ
ajmri-4821	146	68	policy	policy	NOUN
ajmri-4821	146	69	barriers	barrier	NOUN
ajmri-4821	146	70	.	.	PUNCT
ajmri-4821	147	1	to	to	PART
ajmri-4821	147	2	outwit	outwit	VERB
ajmri-4821	147	3	this	this	PRON
ajmri-4821	147	4	there	there	PRON
ajmri-4821	147	5	was	be	VERB
ajmri-4821	147	6	an	an	DET
ajmri-4821	147	7	introduction	introduction	NOUN
ajmri-4821	147	8	of	of	ADP
ajmri-4821	147	9	improving	improve	VERB
ajmri-4821	147	10	constant	constant	ADJ
ajmri-4821	147	11	power	power	NOUN
ajmri-4821	147	12	supply	supply	NOUN
ajmri-4821	147	13	in	in	ADP
ajmri-4821	147	14	renewable	renewable	ADJ
ajmri-4821	147	15	energy	energy	NOUN
ajmri-4821	147	16	integration	integration	NOUN
ajmri-4821	147	17	and	and	CCONJ
ajmri-4821	147	18	optimization	optimization	NOUN
ajmri-4821	147	19	using	use	VERB
ajmri-4821	147	20	ann	ann	PROPN
ajmri-4821	147	21	based	based	PROPN
ajmri-4821	147	22	svc	svc	PROPN
ajmri-4821	147	23	.	.	PUNCT
ajmri-4821	148	1	to	to	PART
ajmri-4821	148	2	vehemently	vehemently	ADV
ajmri-4821	148	3	achieved	achieve	VERB
ajmri-4821	148	4	this	this	PRON
ajmri-4821	148	5	,	,	PUNCT
ajmri-4821	148	6	it	it	PRON
ajmri-4821	148	7	was	be	AUX
ajmri-4821	148	8	done	do	VERB
ajmri-4821	148	9	in	in	ADP
ajmri-4821	148	10	this	this	DET
ajmri-4821	148	11	manner	manner	NOUN
ajmri-4821	148	12	,	,	PUNCT
ajmri-4821	148	13	characterizing	characterize	VERB
ajmri-4821	148	14	and	and	CCONJ
ajmri-4821	148	15	establishing	establish	VERB
ajmri-4821	148	16	the	the	DET
ajmri-4821	148	17	causes	cause	NOUN
ajmri-4821	148	18	of	of	ADP
ajmri-4821	148	19	power	power	NOUN
ajmri-4821	148	20	failure	failure	NOUN
ajmri-4821	148	21	in	in	ADP
ajmri-4821	148	22	improving	improve	VERB
ajmri-4821	148	23	constant	constant	ADJ
ajmri-4821	148	24	power	power	NOUN
ajmri-4821	148	25	supply	supply	NOUN
ajmri-4821	148	26	in	in	ADP
ajmri-4821	148	27	renewable	renewable	ADJ
ajmri-4821	148	28	energy	energy	NOUN
ajmri-4821	148	29	integration	integration	NOUN
ajmri-4821	148	30	and	and	CCONJ
ajmri-4821	148	31	optimization	optimization	NOUN
ajmri-4821	148	32	,	,	PUNCT
ajmri-4821	148	33	training	train	VERB
ajmri-4821	148	34	ann	ann	PROPN
ajmri-4821	148	35	in	in	ADP
ajmri-4821	148	36	the	the	DET
ajmri-4821	148	37	established	establish	VERB
ajmri-4821	148	38	causes	cause	NOUN
ajmri-4821	148	39	of	of	ADP
ajmri-4821	148	40	power	power	NOUN
ajmri-4821	148	41	failure	failure	NOUN
ajmri-4821	148	42	for	for	ADP
ajmri-4821	148	43	effective	effective	ADJ
ajmri-4821	148	44	minimization	minimization	NOUN
ajmri-4821	148	45	in	in	ADP
ajmri-4821	148	46	improving	improve	VERB
ajmri-4821	148	47	constant	constant	ADJ
ajmri-4821	148	48	power	power	NOUN
ajmri-4821	148	49	supply	supply	NOUN
ajmri-4821	148	50	in	in	ADP
ajmri-4821	148	51	renewable	renewable	ADJ
ajmri-4821	148	52	energy	energy	NOUN
ajmri-4821	148	53	integration	integration	NOUN
ajmri-4821	148	54	and	and	CCONJ
ajmri-4821	148	55	optimization	optimization	NOUN
ajmri-4821	148	56	,	,	PUNCT
ajmri-4821	148	57	designing	design	VERB
ajmri-4821	148	58	a	a	DET
ajmri-4821	148	59	simulink	simulink	NOUN
ajmri-4821	148	60	model	model	NOUN
ajmri-4821	148	61	for	for	ADP
ajmri-4821	148	62	svc	svc	PROPN
ajmri-4821	148	63	,	,	PUNCT
ajmri-4821	148	64	developing	develop	VERB
ajmri-4821	148	65	an	an	DET
ajmri-4821	148	66	algorithm	algorithm	NOUN
ajmri-4821	148	67	that	that	PRON
ajmri-4821	148	68	will	will	AUX
ajmri-4821	148	69	implement	implement	VERB
ajmri-4821	148	70	the	the	DET
ajmri-4821	148	71	process	process	NOUN
ajmri-4821	148	72	,	,	PUNCT
ajmri-4821	148	73	designing	design	VERB
ajmri-4821	148	74	a	a	DET
ajmri-4821	148	75	simulink	simulink	NOUN
ajmri-4821	148	76	model	model	NOUN
ajmri-4821	148	77	for	for	ADP
ajmri-4821	148	78	improving	improve	VERB
ajmri-4821	148	79	constant	constant	ADJ
ajmri-4821	148	80	power	power	NOUN
ajmri-4821	148	81	supply	supply	NOUN
ajmri-4821	148	82	in	in	ADP
ajmri-4821	148	83	renewable	renewable	ADJ
ajmri-4821	148	84	energy	energy	NOUN
ajmri-4821	148	85	integration	integration	NOUN
ajmri-4821	148	86	and	and	CCONJ
ajmri-4821	148	87	optimization	optimization	NOUN
ajmri-4821	148	88	using	use	VERB
ajmri-4821	148	89	ann	ann	PROPN
ajmri-4821	148	90	based	base	VERB
ajmri-4821	148	91	svc	svc	PROPN
ajmri-4821	148	92	and	and	CCONJ
ajmri-4821	148	93	validating	validate	VERB
ajmri-4821	148	94	and	and	CCONJ
ajmri-4821	148	95	justifying	justify	VERB
ajmri-4821	148	96	percentage	percentage	NOUN
ajmri-4821	148	97	improvement	improvement	NOUN
ajmri-4821	148	98	in	in	ADP
ajmri-4821	148	99	the	the	DET
ajmri-4821	148	100	reduction	reduction	NOUN
ajmri-4821	148	101	of	of	ADP
ajmri-4821	148	102	establish	establish	VERB
ajmri-4821	148	103	causes	cause	NOUN
ajmri-4821	148	104	of	of	ADP
ajmri-4821	148	105	power	power	NOUN
ajmri-4821	148	106	failure	failure	NOUN
ajmri-4821	148	107	in	in	ADP
ajmri-4821	148	108	improving	improve	VERB
ajmri-4821	148	109	constant	constant	ADJ
ajmri-4821	148	110	power	power	NOUN
ajmri-4821	148	111	supply	supply	NOUN
ajmri-4821	148	112	in	in	ADP
ajmri-4821	148	113	renewable	renewable	ADJ
ajmri-4821	148	114	energy	energy	NOUN
ajmri-4821	148	115	integration	integration	NOUN
ajmri-4821	148	116	and	and	CCONJ
ajmri-4821	148	117	optimization	optimization	NOUN
ajmri-4821	148	118	with	with	ADP
ajmri-4821	148	119	and	and	CCONJ
ajmri-4821	148	120	without	without	ADP
ajmri-4821	148	121	ann	ann	PROPN
ajmri-4821	148	122	based	based	PROPN
ajmri-4821	148	123	svc	svc	PROPN
ajmri-4821	148	124	.	.	PUNCT
ajmri-4821	149	1	the	the	DET
ajmri-4821	149	2	results	result	NOUN
ajmri-4821	149	3	obtained	obtain	VERB
ajmri-4821	149	4	were	be	AUX
ajmri-4821	149	5	the	the	DET
ajmri-4821	149	6	conventional	conventional	ADJ
ajmri-4821	149	7	intermittency	intermittency	NOUN
ajmri-4821	149	8	of	of	ADP
ajmri-4821	149	9	renewable	renewable	ADJ
ajmri-4821	149	10	energy	energy	NOUN
ajmri-4821	149	11	cause	cause	NOUN
ajmri-4821	149	12	of	of	ADP
ajmri-4821	149	13	power	power	NOUN
ajmri-4821	149	14	failure	failure	NOUN
ajmri-4821	149	15	in	in	ADP
ajmri-4821	149	16	improving	improve	VERB
ajmri-4821	149	17	constant	constant	ADJ
ajmri-4821	149	18	power	power	NOUN
ajmri-4821	149	19	supply	supply	NOUN
ajmri-4821	149	20	in	in	ADP
ajmri-4821	149	21	renewable	renewable	ADJ
ajmri-4821	149	22	energy	energy	NOUN
ajmri-4821	149	23	integration	integration	NOUN
ajmri-4821	149	24	and	and	CCONJ
ajmri-4821	149	25	optimization	optimization	NOUN
ajmri-4821	149	26	was30	was30	NOUN
ajmri-4821	149	27	%	%	NOUN
ajmri-4821	149	28	.	.	PUNCT
ajmri-4821	150	1	on	on	ADP
ajmri-4821	150	2	the	the	DET
ajmri-4821	150	3	other	other	ADJ
ajmri-4821	150	4	hand	hand	NOUN
ajmri-4821	150	5	,	,	PUNCT
ajmri-4821	150	6	when	when	SCONJ
ajmri-4821	150	7	ann	ann	PROPN
ajmri-4821	150	8	based	base	VERB
ajmri-4821	150	9	svc	svc	PROPN
ajmri-4821	150	10	was	be	AUX
ajmri-4821	150	11	integrated	integrate	VERB
ajmri-4821	150	12	in	in	ADP
ajmri-4821	150	13	the	the	DET
ajmri-4821	150	14	system	system	NOUN
ajmri-4821	150	15	,	,	PUNCT
ajmri-4821	150	16	it	it	PRON
ajmri-4821	150	17	automatically	automatically	ADV
ajmri-4821	150	18	reduced	reduce	VERB
ajmri-4821	150	19	to	to	ADP
ajmri-4821	150	20	25.84	25.84	NUM
ajmri-4821	150	21	%	%	NOUN
ajmri-4821	150	22	thereby	thereby	ADV
ajmri-4821	150	23	improving	improve	VERB
ajmri-4821	150	24	constant	constant	ADJ
ajmri-4821	150	25	power	power	NOUN
ajmri-4821	150	26	supply	supply	NOUN
ajmri-4821	150	27	,	,	PUNCT
ajmri-4821	150	28	the	the	DET
ajmri-4821	150	29	conventional	conventional	ADJ
ajmri-4821	150	30	grid	grid	NOUN
ajmri-4821	150	31	instability	instability	NOUN
ajmri-4821	150	32	and	and	CCONJ
ajmri-4821	150	33	voltage	voltage	NOUN
ajmri-4821	150	34	fluctuations	fluctuation	NOUN
ajmri-4821	150	35	cause	cause	NOUN
ajmri-4821	150	36	of	of	ADP
ajmri-4821	150	37	power	power	NOUN
ajmri-4821	150	38	failure	failure	NOUN
ajmri-4821	150	39	in	in	ADP
ajmri-4821	150	40	improving	improve	VERB
ajmri-4821	150	41	constant	constant	ADJ
ajmri-4821	150	42	power	power	NOUN
ajmri-4821	150	43	supply	supply	NOUN
ajmri-4821	150	44	in	in	ADP
ajmri-4821	150	45	renewable	renewable	ADJ
ajmri-4821	150	46	energy	energy	NOUN
ajmri-4821	150	47	integration	integration	NOUN
ajmri-4821	150	48	and	and	CCONJ
ajmri-4821	150	49	optimization	optimization	NOUN
ajmri-4821	150	50	was	be	AUX
ajmri-4821	150	51	15	15	NUM
ajmri-4821	150	52	%	%	NOUN
ajmri-4821	150	53	.	.	PUNCT
ajmri-4821	151	1	meanwhile	meanwhile	ADV
ajmri-4821	151	2	,	,	PUNCT
ajmri-4821	151	3	when	when	SCONJ
ajmri-4821	151	4	an	an	DET
ajmri-4821	151	5	ann	ann	PROPN
ajmri-4821	151	6	based	base	VERB
ajmri-4821	151	7	svc	svc	PROPN
ajmri-4821	151	8	was	be	AUX
ajmri-4821	151	9	inculcated	inculcate	VERB
ajmri-4821	151	10	into	into	ADP
ajmri-4821	151	11	the	the	DET
ajmri-4821	151	12	system	system	NOUN
ajmri-4821	151	13	,	,	PUNCT
ajmri-4821	151	14	it	it	PRON
ajmri-4821	151	15	drastically	drastically	ADV
ajmri-4821	151	16	reduced	reduce	VERB
ajmri-4821	151	17	to12.92	to12.92	NOUN
ajmri-4821	151	18	%	%	NOUN
ajmri-4821	151	19	thereby	thereby	ADV
ajmri-4821	151	20	enhancing	enhance	VERB
ajmri-4821	151	21	consistent	consistent	ADJ
ajmri-4821	151	22	power	power	NOUN
ajmri-4821	151	23	supply	supply	NOUN
ajmri-4821	151	24	and	and	CCONJ
ajmri-4821	151	25	the	the	DET
ajmri-4821	151	26	conventional	conventional	ADJ
ajmri-4821	151	27	transmission	transmission	NOUN
ajmri-4821	151	28	and	and	CCONJ
ajmri-4821	151	29	distribution	distribution	NOUN
ajmri-4821	151	30	losses	loss	NOUN
ajmri-4821	151	31	cause	cause	NOUN
ajmri-4821	151	32	of	of	ADP
ajmri-4821	151	33	power	power	NOUN
ajmri-4821	151	34	failure	failure	NOUN
ajmri-4821	151	35	in	in	ADP
ajmri-4821	151	36	improving	improve	VERB
ajmri-4821	151	37	constant	constant	ADJ
ajmri-4821	151	38	power	power	NOUN
ajmri-4821	151	39	supply	supply	NOUN
ajmri-4821	151	40	in	in	ADP
ajmri-4821	151	41	renewable	renewable	ADJ
ajmri-4821	151	42	energy	energy	NOUN
ajmri-4821	151	43	integration	integration	NOUN
ajmri-4821	151	44	and	and	CCONJ
ajmri-4821	151	45	optimization	optimization	NOUN
ajmri-4821	151	46	was10	was10	ADJ
ajmri-4821	151	47	%	%	NOUN
ajmri-4821	151	48	.	.	PUNCT
ajmri-4821	152	1	however	however	ADV
ajmri-4821	152	2	,	,	PUNCT
ajmri-4821	152	3	when	when	SCONJ
ajmri-4821	152	4	an	an	DET
ajmri-4821	152	5	ann	ann	PROPN
ajmri-4821	152	6	based	base	VERB
ajmri-4821	152	7	svc	svc	PROPN
ajmri-4821	152	8	was	be	AUX
ajmri-4821	152	9	imbibed	imbibe	VERB
ajmri-4821	152	10	into	into	ADP
ajmri-4821	152	11	the	the	DET
ajmri-4821	152	12	system	system	NOUN
ajmri-4821	152	13	,	,	PUNCT
ajmri-4821	152	14	it	it	PRON
ajmri-4821	152	15	decisively	decisively	ADV
ajmri-4821	152	16	reduced	reduce	VERB
ajmri-4821	152	17	to	to	ADP
ajmri-4821	152	18	8.6	8.6	NUM
ajmri-4821	152	19	%	%	NOUN
ajmri-4821	152	20	.	.	PUNCT
ajmri-4821	153	1	finally	finally	ADV
ajmri-4821	153	2	,	,	PUNCT
ajmri-4821	153	3	with	with	SCONJ
ajmri-4821	153	4	these	these	DET
ajmri-4821	153	5	results	result	NOUN
ajmri-4821	153	6	obtained	obtain	VERB
ajmri-4821	153	7	,	,	PUNCT
ajmri-4821	153	8	it	it	PRON
ajmri-4821	153	9	definitely	definitely	ADV
ajmri-4821	153	10	shown	show	VERB
ajmri-4821	153	11	that	that	SCONJ
ajmri-4821	153	12	the	the	DET
ajmri-4821	153	13	percentage	percentage	NOUN
ajmri-4821	153	14	improvement	improvement	NOUN
ajmri-4821	153	15	of	of	ADP
ajmri-4821	153	16	constant	constant	ADJ
ajmri-4821	153	17	power	power	NOUN
ajmri-4821	153	18	supply	supply	NOUN
ajmri-4821	153	19	in	in	ADP
ajmri-4821	153	20	renewable	renewable	ADJ
ajmri-4821	153	21	energy	energy	NOUN
ajmri-4821	153	22	integration	integration	NOUN
ajmri-4821	153	23	and	and	CCONJ
ajmri-4821	153	24	optimization	optimization	NOUN
ajmri-4821	153	25	when	when	SCONJ
ajmri-4821	153	26	an	an	DET
ajmri-4821	153	27	ann	ann	PROPN
ajmri-4821	153	28	based	base	VERB
ajmri-4821	153	29	svc	svc	PROPN
ajmri-4821	153	30	was	be	AUX
ajmri-4821	153	31	imbibed	imbibe	VERB
ajmri-4821	153	32	in	in	ADP
ajmri-4821	153	33	the	the	DET
ajmri-4821	153	34	system	system	NOUN
ajmri-4821	153	35	was	be	AUX
ajmri-4821	153	36	1.4	1.4	NUM
ajmri-4821	153	37	%	%	NOUN
ajmri-4821	153	38	.	.	PUNCT
ajmri-4821	154	1	contribution	contribution	NOUN
ajmri-4821	154	2	to	to	PART
ajmri-4821	154	3	knowledge	knowledge	VERB
ajmri-4821	154	4	the	the	DET
ajmri-4821	154	5	contribution	contribution	NOUN
ajmri-4821	154	6	to	to	ADP
ajmri-4821	154	7	knowledge	knowledge	NOUN
ajmri-4821	154	8	of	of	ADP
ajmri-4821	154	9	the	the	DET
ajmri-4821	154	10	research	research	NOUN
ajmri-4821	154	11	titled	title	VERB
ajmri-4821	154	12	“	"	PUNCT
ajmri-4821	154	13	improving	improve	VERB
ajmri-4821	154	14	constant	constant	ADJ
ajmri-4821	154	15	power	power	NOUN
ajmri-4821	154	16	supply	supply	NOUN
ajmri-4821	154	17	in	in	ADP
ajmri-4821	154	18	renewable	renewable	ADJ
ajmri-4821	154	19	energy	energy	NOUN
ajmri-4821	154	20	integration	integration	NOUN
ajmri-4821	154	21	and	and	CCONJ
ajmri-4821	154	22	optimization	optimization	NOUN
ajmri-4821	154	23	using	use	VERB
ajmri-4821	154	24	annbased	annbase	VERB
ajmri-4821	154	25	svc	svc	NOUN
ajmri-4821	154	26	”	"	PUNCT
ajmri-4821	154	27	includes	include	VERB
ajmri-4821	154	28	several	several	ADJ
ajmri-4821	154	29	advancements	advancement	NOUN
ajmri-4821	154	30	in	in	ADP
ajmri-4821	154	31	the	the	DET
ajmri-4821	154	32	field	field	NOUN
ajmri-4821	154	33	of	of	ADP
ajmri-4821	154	34	power	power	NOUN
ajmri-4821	154	35	systems	system	NOUN
ajmri-4821	154	36	and	and	CCONJ
ajmri-4821	154	37	renewable	renewable	ADJ
ajmri-4821	154	38	energy	energy	NOUN
ajmri-4821	154	39	integration	integration	NOUN
ajmri-4821	154	40	.	.	PUNCT
ajmri-4821	155	1	key	key	ADJ
ajmri-4821	155	2	contributions	contribution	NOUN
ajmri-4821	155	3	are	be	AUX
ajmri-4821	155	4	as	as	SCONJ
ajmri-4821	155	5	follows	follow	VERB
ajmri-4821	155	6	:	:	PUNCT
ajmri-4821	155	7	enhanced	enhance	VERB
ajmri-4821	155	8	power	power	NOUN
ajmri-4821	155	9	quality	quality	NOUN
ajmri-4821	155	10	and	and	CCONJ
ajmri-4821	155	11	voltage	voltage	NOUN
ajmri-4821	155	12	stability	stability	NOUN
ajmri-4821	155	13	by	by	ADP
ajmri-4821	155	14	integrating	integrate	VERB
ajmri-4821	155	15	an	an	DET
ajmri-4821	155	16	artificial	artificial	ADJ
ajmri-4821	155	17	neural	neural	ADJ
ajmri-4821	155	18	network	network	NOUN
ajmri-4821	155	19	(	(	PUNCT
ajmri-4821	155	20	ann	ann	PROPN
ajmri-4821	155	21	)	)	PUNCT
ajmri-4821	155	22	based	base	VERB
ajmri-4821	155	23	static	static	ADJ
ajmri-4821	155	24	var	var	NOUN
ajmri-4821	155	25	compensator	compensator	NOUN
ajmri-4821	155	26	(	(	PUNCT
ajmri-4821	155	27	svc	svc	PROPN
ajmri-4821	155	28	)	)	PUNCT
ajmri-4821	155	29	,	,	PUNCT
ajmri-4821	155	30	the	the	DET
ajmri-4821	155	31	research	research	NOUN
ajmri-4821	155	32	offers	offer	VERB
ajmri-4821	155	33	an	an	DET
ajmri-4821	155	34	optimized	optimize	VERB
ajmri-4821	155	35	solution	solution	NOUN
ajmri-4821	155	36	for	for	ADP
ajmri-4821	155	37	stabilizing	stabilize	VERB
ajmri-4821	155	38	voltage	voltage	NOUN
ajmri-4821	155	39	fluctuations	fluctuation	NOUN
ajmri-4821	155	40	in	in	ADP
ajmri-4821	155	41	renewable	renewable	ADJ
ajmri-4821	155	42	energy	energy	NOUN
ajmri-4821	155	43	sources	source	NOUN
ajmri-4821	155	44	.	.	PUNCT
ajmri-4821	156	1	this	this	PRON
ajmri-4821	156	2	helps	help	VERB
ajmri-4821	156	3	in	in	ADP
ajmri-4821	156	4	reducing	reduce	VERB
ajmri-4821	156	5	the	the	DET
ajmri-4821	156	6	intermittency	intermittency	NOUN
ajmri-4821	156	7	issues	issue	NOUN
ajmri-4821	156	8	associated	associate	VERB
ajmri-4821	156	9	with	with	ADP
ajmri-4821	156	10	renewable	renewable	ADJ
ajmri-4821	156	11	energy	energy	NOUN
ajmri-4821	156	12	,	,	PUNCT
ajmri-4821	156	13	ultimately	ultimately	ADV
ajmri-4821	156	14	enhancing	enhance	VERB
ajmri-4821	156	15	the	the	DET
ajmri-4821	156	16	reliability	reliability	NOUN
ajmri-4821	156	17	and	and	CCONJ
ajmri-4821	156	18	quality	quality	NOUN
ajmri-4821	156	19	of	of	ADP
ajmri-4821	156	20	power	power	NOUN
ajmri-4821	156	21	supply	supply	NOUN
ajmri-4821	156	22	.	.	PUNCT
ajmri-4821	157	1	increased	increase	VERB
ajmri-4821	157	2	renewable	renewable	ADJ
ajmri-4821	157	3	energy	energy	NOUN
ajmri-4821	157	4	penetration	penetration	NOUN
ajmri-4821	157	5	the	the	DET
ajmri-4821	157	6	research	research	NOUN
ajmri-4821	157	7	provides	provide	VERB
ajmri-4821	157	8	a	a	DET
ajmri-4821	157	9	framework	framework	NOUN
ajmri-4821	157	10	for	for	ADP
ajmri-4821	157	11	optimizing	optimize	VERB
ajmri-4821	157	12	the	the	DET
ajmri-4821	157	13	integration	integration	NOUN
ajmri-4821	157	14	of	of	ADP
ajmri-4821	157	15	renewable	renewable	ADJ
ajmri-4821	157	16	energy	energy	NOUN
ajmri-4821	157	17	into	into	ADP
ajmri-4821	157	18	the	the	DET
ajmri-4821	157	19	grid	grid	NOUN
ajmri-4821	157	20	without	without	ADP
ajmri-4821	157	21	compromising	compromise	VERB
ajmri-4821	157	22	grid	grid	NOUN
ajmri-4821	157	23	stability	stability	NOUN
ajmri-4821	157	24	.	.	PUNCT
ajmri-4821	158	1	this	this	PRON
ajmri-4821	158	2	enables	enable	VERB
ajmri-4821	158	3	higher	high	ADJ
ajmri-4821	158	4	penetration	penetration	NOUN
ajmri-4821	158	5	levels	level	NOUN
ajmri-4821	158	6	of	of	ADP
ajmri-4821	158	7	renewables	renewable	NOUN
ajmri-4821	158	8	,	,	PUNCT
ajmri-4821	158	9	supporting	support	VERB
ajmri-4821	158	10	the	the	DET
ajmri-4821	158	11	global	global	ADJ
ajmri-4821	158	12	shift	shift	NOUN
ajmri-4821	158	13	towards	towards	ADP
ajmri-4821	158	14	sustainable	sustainable	ADJ
ajmri-4821	158	15	energy	energy	NOUN
ajmri-4821	158	16	and	and	CCONJ
ajmri-4821	158	17	reducing	reduce	VERB
ajmri-4821	158	18	dependency	dependency	NOUN
ajmri-4821	158	19	on	on	ADP
ajmri-4821	158	20	fossil	fossil	ADJ
ajmri-4821	158	21	fuels	fuel	NOUN
ajmri-4821	158	22	.	.	PUNCT
ajmri-4821	159	1	adaptive	adaptive	ADJ
ajmri-4821	159	2	control	control	NOUN
ajmri-4821	159	3	mechanism	mechanism	NOUN
ajmri-4821	159	4	the	the	DET
ajmri-4821	159	5	ann	ann	PROPN
ajmri-4821	159	6	-	-	PUNCT
ajmri-4821	159	7	based	base	VERB
ajmri-4821	159	8	svc	svc	PROPN
ajmri-4821	159	9	developed	develop	VERB
ajmri-4821	159	10	in	in	ADP
ajmri-4821	159	11	this	this	DET
ajmri-4821	159	12	study	study	NOUN
ajmri-4821	159	13	provides	provide	VERB
ajmri-4821	159	14	an	an	DET
ajmri-4821	159	15	intelligent	intelligent	ADJ
ajmri-4821	159	16	control	control	NOUN
ajmri-4821	159	17	mechanism	mechanism	NOUN
ajmri-4821	159	18	that	that	PRON
ajmri-4821	159	19	dynamically	dynamically	ADV
ajmri-4821	159	20	adapts	adapt	VERB
ajmri-4821	159	21	to	to	ADP
ajmri-4821	159	22	changes	change	NOUN
ajmri-4821	159	23	in	in	ADP
ajmri-4821	159	24	load	load	NOUN
ajmri-4821	159	25	and	and	CCONJ
ajmri-4821	159	26	generation	generation	NOUN
ajmri-4821	159	27	,	,	PUNCT
ajmri-4821	159	28	particularly	particularly	ADV
ajmri-4821	159	29	in	in	ADP
ajmri-4821	159	30	scenarios	scenario	NOUN
ajmri-4821	159	31	with	with	ADP
ajmri-4821	159	32	high	high	ADJ
ajmri-4821	159	33	renewable	renewable	ADJ
ajmri-4821	159	34	energy	energy	NOUN
ajmri-4821	159	35	integration	integration	NOUN
ajmri-4821	159	36	.	.	PUNCT
ajmri-4821	160	1	this	this	PRON
ajmri-4821	160	2	contributes	contribute	VERB
ajmri-4821	160	3	to	to	ADP
ajmri-4821	160	4	more	more	ADV
ajmri-4821	160	5	resilient	resilient	ADJ
ajmri-4821	160	6	grid	grid	NOUN
ajmri-4821	160	7	operations	operation	NOUN
ajmri-4821	160	8	and	and	CCONJ
ajmri-4821	160	9	reduces	reduce	VERB
ajmri-4821	160	10	the	the	DET
ajmri-4821	160	11	risk	risk	NOUN
ajmri-4821	160	12	of	of	ADP
ajmri-4821	160	13	system	system	NOUN
ajmri-4821	160	14	failures	failure	NOUN
ajmri-4821	160	15	.	.	PUNCT
ajmri-4821	161	1	reduced	reduce	VERB
ajmri-4821	161	2	power	power	NOUN
ajmri-4821	161	3	losses	loss	NOUN
ajmri-4821	161	4	and	and	CCONJ
ajmri-4821	161	5	improved	improved	ADJ
ajmri-4821	161	6	efficiency	efficiency	NOUN
ajmri-4821	161	7	the	the	DET
ajmri-4821	161	8	application	application	NOUN
ajmri-4821	161	9	of	of	ADP
ajmri-4821	161	10	ann	ann	PROPN
ajmri-4821	161	11	-	-	PUNCT
ajmri-4821	161	12	based	base	VERB
ajmri-4821	161	13	svc	svc	PROPN
ajmri-4821	161	14	optimizes	optimize	VERB
ajmri-4821	161	15	reactive	reactive	ADJ
ajmri-4821	161	16	power	power	NOUN
ajmri-4821	161	17	compensation	compensation	NOUN
ajmri-4821	161	18	,	,	PUNCT
ajmri-4821	161	19	which	which	PRON
ajmri-4821	161	20	minimizes	minimize	VERB
ajmri-4821	161	21	power	power	NOUN
ajmri-4821	161	22	losses	loss	NOUN
ajmri-4821	161	23	during	during	ADP
ajmri-4821	161	24	transmission	transmission	NOUN
ajmri-4821	161	25	and	and	CCONJ
ajmri-4821	161	26	distribution	distribution	NOUN
ajmri-4821	161	27	.	.	PUNCT
ajmri-4821	162	1	this	this	DET
ajmri-4821	162	2	efficiency	efficiency	NOUN
ajmri-4821	162	3	improvement	improvement	NOUN
ajmri-4821	162	4	is	be	AUX
ajmri-4821	162	5	vital	vital	ADJ
ajmri-4821	162	6	for	for	ADP
ajmri-4821	162	7	maintaining	maintain	VERB
ajmri-4821	162	8	a	a	DET
ajmri-4821	162	9	constant	constant	ADJ
ajmri-4821	162	10	power	power	NOUN
ajmri-4821	162	11	supply	supply	NOUN
ajmri-4821	162	12	in	in	ADP
ajmri-4821	162	13	renewable	renewable	ADJ
ajmri-4821	162	14	energy	energy	NOUN
ajmri-4821	162	15	systems	system	NOUN
ajmri-4821	162	16	.	.	PUNCT
ajmri-4821	163	1	scalable	scalable	ADJ
ajmri-4821	163	2	model	model	NOUN
ajmri-4821	163	3	for	for	ADP
ajmri-4821	163	4	smart	smart	ADJ
ajmri-4821	163	5	grid	grid	NOUN
ajmri-4821	163	6	systems	system	NOUN
ajmri-4821	163	7	the	the	DET
ajmri-4821	163	8	study	study	NOUN
ajmri-4821	163	9	introduces	introduce	VERB
ajmri-4821	163	10	a	a	DET
ajmri-4821	163	11	scalable	scalable	ADJ
ajmri-4821	163	12	model	model	NOUN
ajmri-4821	163	13	that	that	PRON
ajmri-4821	163	14	can	can	AUX
ajmri-4821	163	15	be	be	AUX
ajmri-4821	163	16	implemented	implement	VERB
ajmri-4821	163	17	in	in	ADP
ajmri-4821	163	18	smart	smart	ADJ
ajmri-4821	163	19	grid	grid	NOUN
ajmri-4821	163	20	systems	system	NOUN
ajmri-4821	163	21	to	to	PART
ajmri-4821	163	22	further	far	ADV
ajmri-4821	163	23	enhance	enhance	VERB
ajmri-4821	163	24	grid	grid	NOUN
ajmri-4821	163	25	modernization	modernization	NOUN
ajmri-4821	163	26	.	.	PUNCT
ajmri-4821	164	1	by	by	ADP
ajmri-4821	164	2	combining	combine	VERB
ajmri-4821	164	3	ann	ann	PROPN
ajmri-4821	164	4	and	and	CCONJ
ajmri-4821	164	5	svc	svc	PROPN
ajmri-4821	164	6	technology	technology	NOUN
ajmri-4821	164	7	,	,	PUNCT
ajmri-4821	164	8	the	the	DET
ajmri-4821	164	9	model	model	NOUN
ajmri-4821	164	10	demonstrates	demonstrate	VERB
ajmri-4821	164	11	how	how	SCONJ
ajmri-4821	164	12	artificial	artificial	ADJ
ajmri-4821	164	13	intelligence	intelligence	NOUN
ajmri-4821	164	14	can	can	AUX
ajmri-4821	164	15	support	support	VERB
ajmri-4821	164	16	the	the	DET
ajmri-4821	164	17	automation	automation	NOUN
ajmri-4821	164	18	and	and	CCONJ
ajmri-4821	164	19	optimization	optimization	NOUN
ajmri-4821	164	20	of	of	ADP
ajmri-4821	164	21	power	power	NOUN
ajmri-4821	164	22	flow	flow	NOUN
ajmri-4821	164	23	within	within	ADP
ajmri-4821	164	24	the	the	DET
ajmri-4821	164	25	grid	grid	NOUN
ajmri-4821	164	26	.	.	PUNCT
ajmri-4821	165	1	pioneering	pioneer	VERB
ajmri-4821	165	2	approach	approach	NOUN
ajmri-4821	165	3	to	to	ADP
ajmri-4821	165	4	ai	ai	VERB
ajmri-4821	165	5	-	-	PUNCT
ajmri-4821	165	6	based	base	VERB
ajmri-4821	165	7	renewable	renewable	ADJ
ajmri-4821	165	8	integration	integration	NOUN
ajmri-4821	165	9	this	this	DET
ajmri-4821	165	10	research	research	NOUN
ajmri-4821	165	11	contributes	contribute	VERB
ajmri-4821	165	12	to	to	ADP
ajmri-4821	165	13	the	the	DET
ajmri-4821	165	14	emerging	emerge	VERB
ajmri-4821	165	15	field	field	NOUN
ajmri-4821	165	16	of	of	ADP
ajmri-4821	165	17	ai	ai	PROPN
ajmri-4821	165	18	pa	pa	PROPN
ajmri-4821	165	19	ge	ge	PROPN
ajmri-4821	165	20	21	21	NUM
ajmri-4821	165	21	5	5	NUM
ajmri-4821	165	22	https://journals.e-palli.com/home/index.php/ajmri	https://journals.e-palli.com/home/index.php/ajmri	PROPN
ajmri-4821	165	23	am	am	NOUN
ajmri-4821	165	24	.	.	PUNCT
ajmri-4821	166	1	j.	j.	PROPN
ajmri-4821	166	2	multidis	multidis	PROPN
ajmri-4821	166	3	.	.	PUNCT
ajmri-4821	167	1	res	re	NOUN
ajmri-4821	167	2	.	.	PUNCT
ajmri-4821	168	1	innov	innov	PROPN
ajmri-4821	168	2	.	.	PUNCT
ajmri-4821	169	1	4(3	4(3	NUM
ajmri-4821	169	2	)	)	PUNCT
ajmri-4821	169	3	205	205	NUM
ajmri-4821	169	4	-	-	SYM
ajmri-4821	169	5	215	215	NUM
ajmri-4821	169	6	,	,	PUNCT
ajmri-4821	169	7	2025	2025	NUM
ajmri-4821	169	8	applications	application	NOUN
ajmri-4821	169	9	in	in	ADP
ajmri-4821	169	10	renewable	renewable	ADJ
ajmri-4821	169	11	energy	energy	NOUN
ajmri-4821	169	12	integration	integration	NOUN
ajmri-4821	169	13	.	.	PUNCT
ajmri-4821	170	1	the	the	DET
ajmri-4821	170	2	annbased	annbase	VERB
ajmri-4821	170	3	approach	approach	NOUN
ajmri-4821	170	4	sets	set	VERB
ajmri-4821	170	5	a	a	DET
ajmri-4821	170	6	foundation	foundation	NOUN
ajmri-4821	170	7	for	for	ADP
ajmri-4821	170	8	future	future	ADJ
ajmri-4821	170	9	studies	study	NOUN
ajmri-4821	170	10	,	,	PUNCT
ajmri-4821	170	11	encouraging	encourage	VERB
ajmri-4821	170	12	the	the	DET
ajmri-4821	170	13	adoption	adoption	NOUN
ajmri-4821	170	14	of	of	ADP
ajmri-4821	170	15	intelligent	intelligent	ADJ
ajmri-4821	170	16	controllers	controller	NOUN
ajmri-4821	170	17	for	for	ADP
ajmri-4821	170	18	realtime	realtime	NOUN
ajmri-4821	170	19	monitoring	monitoring	NOUN
ajmri-4821	170	20	and	and	CCONJ
ajmri-4821	170	21	control	control	NOUN
ajmri-4821	170	22	in	in	ADP
ajmri-4821	170	23	complex	complex	ADJ
ajmri-4821	170	24	power	power	NOUN
ajmri-4821	170	25	networks	network	NOUN
ajmri-4821	170	26	.	.	PUNCT
ajmri-4821	171	1	in	in	ADP
ajmri-4821	171	2	summary	summary	NOUN
ajmri-4821	171	3	,	,	PUNCT
ajmri-4821	171	4	this	this	DET
ajmri-4821	171	5	work	work	NOUN
ajmri-4821	171	6	provides	provide	VERB
ajmri-4821	171	7	a	a	DET
ajmri-4821	171	8	holistic	holistic	ADJ
ajmri-4821	171	9	approach	approach	NOUN
ajmri-4821	171	10	to	to	ADP
ajmri-4821	171	11	achieving	achieve	VERB
ajmri-4821	171	12	stable	stable	ADJ
ajmri-4821	171	13	and	and	CCONJ
ajmri-4821	171	14	constant	constant	ADJ
ajmri-4821	171	15	power	power	NOUN
ajmri-4821	171	16	supply	supply	NOUN
ajmri-4821	171	17	in	in	ADP
ajmri-4821	171	18	renewable	renewable	ADJ
ajmri-4821	171	19	energy	energy	NOUN
ajmri-4821	171	20	-	-	PUNCT
ajmri-4821	171	21	based	base	VERB
ajmri-4821	171	22	systems	system	NOUN
ajmri-4821	171	23	,	,	PUNCT
ajmri-4821	171	24	advancing	advance	VERB
ajmri-4821	171	25	knowledge	knowledge	NOUN
ajmri-4821	171	26	in	in	ADP
ajmri-4821	171	27	both	both	CCONJ
ajmri-4821	171	28	renewable	renewable	ADJ
ajmri-4821	171	29	integration	integration	NOUN
ajmri-4821	171	30	strategies	strategy	NOUN
ajmri-4821	171	31	and	and	CCONJ
ajmri-4821	171	32	intelligent	intelligent	ADJ
ajmri-4821	171	33	control	control	NOUN
ajmri-4821	171	34	systems	system	NOUN
ajmri-4821	171	35	within	within	ADP
ajmri-4821	171	36	power	power	NOUN
ajmri-4821	171	37	networks	network	NOUN
ajmri-4821	171	38	.	.	PUNCT
ajmri-4821	172	1	references	reference	NOUN
ajmri-4821	172	2	battistelli	battistelli	PROPN
ajmri-4821	172	3	,	,	PUNCT
ajmri-4821	172	4	e.	e.	PROPN
ajmri-4821	172	5	s.	s.	PROPN
ajmri-4821	172	6	,	,	PUNCT
ajmri-4821	172	7	&	&	CCONJ
ajmri-4821	172	8	di	di	PROPN
ajmri-4821	172	9	somma	somma	PROPN
ajmri-4821	172	10	,	,	PUNCT
ajmri-4821	172	11	m.	m.	NOUN
ajmri-4821	172	12	(	(	PUNCT
ajmri-4821	172	13	2014	2014	NUM
ajmri-4821	172	14	)	)	PUNCT
ajmri-4821	172	15	.	.	PUNCT
ajmri-4821	173	1	uncertainty	uncertainty	NOUN
ajmri-4821	173	2	management	management	NOUN
ajmri-4821	173	3	in	in	ADP
ajmri-4821	173	4	renewable	renewable	ADJ
ajmri-4821	173	5	energy	energy	NOUN
ajmri-4821	173	6	integration	integration	NOUN
ajmri-4821	173	7	.	.	PUNCT
ajmri-4821	174	1	ieee	ieee	NOUN
ajmri-4821	174	2	transactions	transaction	NOUN
ajmri-4821	174	3	on	on	ADP
ajmri-4821	174	4	power	power	NOUN
ajmri-4821	174	5	systems	system	NOUN
ajmri-4821	174	6	,	,	PUNCT
ajmri-4821	174	7	29(3	29(3	NUM
ajmri-4821	174	8	)	)	PUNCT
ajmri-4821	174	9	,	,	PUNCT
ajmri-4821	174	10	1004–1012	1004–1012	NUM
ajmri-4821	174	11	.	.	PUNCT
ajmri-4821	175	1	banerjee	banerjee	PROPN
ajmri-4821	175	2	,	,	PUNCT
ajmri-4821	175	3	r.	r.	PROPN
ajmri-4821	175	4	,	,	PUNCT
ajmri-4821	175	5	&	&	CCONJ
ajmri-4821	175	6	khare	khare	PROPN
ajmri-4821	175	7	,	,	PUNCT
ajmri-4821	175	8	a.	a.	NOUN
ajmri-4821	175	9	(	(	PUNCT
ajmri-4821	175	10	2015	2015	NUM
ajmri-4821	175	11	)	)	PUNCT
ajmri-4821	175	12	.	.	PUNCT
ajmri-4821	176	1	reducing	reduce	VERB
ajmri-4821	176	2	transmission	transmission	NOUN
ajmri-4821	176	3	losses	loss	NOUN
ajmri-4821	176	4	in	in	ADP
ajmri-4821	176	5	renewable	renewable	ADJ
ajmri-4821	176	6	energy	energy	NOUN
ajmri-4821	176	7	integration	integration	NOUN
ajmri-4821	176	8	.	.	PUNCT
ajmri-4821	177	1	ieee	ieee	PROPN
ajmri-4821	177	2	power	power	PROPN
ajmri-4821	177	3	&	&	CCONJ
ajmri-4821	177	4	energy	energy	PROPN
ajmri-4821	177	5	magazine	magazine	PROPN
ajmri-4821	177	6	,	,	PUNCT
ajmri-4821	177	7	13(6	13(6	PROPN
ajmri-4821	177	8	)	)	PUNCT
ajmri-4821	177	9	,	,	PUNCT
ajmri-4821	177	10	56–63	56–63	NUM
ajmri-4821	177	11	.	.	PUNCT
ajmri-4821	177	12	domínguez	domínguez	NOUN
ajmri-4821	177	13	-	-	PUNCT
ajmri-4821	177	14	garcía	garcía	ADJ
ajmri-4821	177	15	,	,	PUNCT
ajmri-4821	177	16	j.	j.	PROPN
ajmri-4821	177	17	l.	l.	PROPN
ajmri-4821	177	18	,	,	PUNCT
ajmri-4821	177	19	&	&	CCONJ
ajmri-4821	177	20	hadjicostis	hadjicostis	PROPN
ajmri-4821	177	21	,	,	PUNCT
ajmri-4821	177	22	c.	c.	PROPN
ajmri-4821	177	23	n.	n.	PROPN
ajmri-4821	177	24	(	(	PUNCT
ajmri-4821	177	25	2009	2009	NUM
ajmri-4821	177	26	)	)	PUNCT
ajmri-4821	177	27	.	.	PUNCT
ajmri-4821	178	1	voltage	voltage	NOUN
ajmri-4821	178	2	stability	stability	NOUN
ajmri-4821	178	3	and	and	CCONJ
ajmri-4821	178	4	quality	quality	NOUN
ajmri-4821	178	5	in	in	ADP
ajmri-4821	178	6	renewable	renewable	ADJ
ajmri-4821	178	7	energy	energy	NOUN
ajmri-4821	178	8	systems	system	NOUN
ajmri-4821	178	9	.	.	PUNCT
ajmri-4821	179	1	ieee	ieee	NOUN
ajmri-4821	179	2	transactions	transaction	NOUN
ajmri-4821	179	3	on	on	ADP
ajmri-4821	179	4	power	power	NOUN
ajmri-4821	179	5	systems	system	NOUN
ajmri-4821	179	6	,	,	PUNCT
ajmri-4821	179	7	24(4	24(4	NUM
ajmri-4821	179	8	)	)	PUNCT
ajmri-4821	179	9	,	,	PUNCT
ajmri-4821	179	10	1031–1039	1031–1039	NUM
ajmri-4821	179	11	.	.	PUNCT
ajmri-4821	180	1	faiz	faiz	PROPN
ajmri-4821	180	2	,	,	PUNCT
ajmri-4821	180	3	j.	j.	PROPN
ajmri-4821	180	4	,	,	PUNCT
ajmri-4821	180	5	&	&	CCONJ
ajmri-4821	180	6	sharifian	sharifian	ADJ
ajmri-4821	180	7	,	,	PUNCT
ajmri-4821	180	8	m.	m.	PROPN
ajmri-4821	180	9	b.	b.	PROPN
ajmri-4821	180	10	b.	b.	PROPN
ajmri-4821	180	11	(	(	PUNCT
ajmri-4821	180	12	1999	1999	NUM
ajmri-4821	180	13	)	)	PUNCT
ajmri-4821	180	14	.	.	PUNCT
ajmri-4821	181	1	comparison	comparison	NOUN
ajmri-4821	181	2	between	between	ADP
ajmri-4821	181	3	thyristor	thyristor	NOUN
ajmri-4821	181	4	-	-	PUNCT
ajmri-4821	181	5	controlled	control	VERB
ajmri-4821	181	6	reactor	reactor	NOUN
ajmri-4821	181	7	and	and	CCONJ
ajmri-4821	181	8	svc	svc	NOUN
ajmri-4821	181	9	performance	performance	NOUN
ajmri-4821	181	10	.	.	PUNCT
ajmri-4821	182	1	ieee	ieee	NOUN
ajmri-4821	182	2	transactions	transaction	NOUN
ajmri-4821	182	3	on	on	ADP
ajmri-4821	182	4	power	power	NOUN
ajmri-4821	182	5	delivery	delivery	NOUN
ajmri-4821	182	6	,	,	PUNCT
ajmri-4821	182	7	14(2	14(2	NUM
ajmri-4821	182	8	)	)	PUNCT
ajmri-4821	182	9	,	,	PUNCT
ajmri-4821	182	10	468–472	468–472	NUM
ajmri-4821	182	11	.	.	PUNCT
ajmri-4821	183	1	gonzález	gonzález	PROPN
ajmri-4821	183	2	-	-	PUNCT
ajmri-4821	183	3	salcedo	salcedo	PROPN
ajmri-4821	183	4	,	,	PUNCT
ajmri-4821	183	5	m.	m.	NOUN
ajmri-4821	183	6	,	,	PUNCT
ajmri-4821	183	7	&	&	CCONJ
ajmri-4821	183	8	gómez	gómez	NOUN
ajmri-4821	183	9	-	-	PUNCT
ajmri-4821	183	10	lázaro	lázaro	NOUN
ajmri-4821	183	11	,	,	PUNCT
ajmri-4821	183	12	j.	j.	PROPN
ajmri-4821	183	13	(	(	PUNCT
ajmri-4821	183	14	2016	2016	NUM
ajmri-4821	183	15	)	)	PUNCT
ajmri-4821	183	16	.	.	PUNCT
ajmri-4821	184	1	impact	impact	NOUN
ajmri-4821	184	2	of	of	ADP
ajmri-4821	184	3	energy	energy	NOUN
ajmri-4821	184	4	storage	storage	NOUN
ajmri-4821	184	5	on	on	ADP
ajmri-4821	184	6	renewable	renewable	ADJ
ajmri-4821	184	7	energy	energy	NOUN
ajmri-4821	184	8	integration	integration	NOUN
ajmri-4821	184	9	.	.	PUNCT
ajmri-4821	185	1	ieee	ieee	NOUN
ajmri-4821	185	2	transactions	transaction	NOUN
ajmri-4821	185	3	on	on	ADP
ajmri-4821	185	4	sustainable	sustainable	ADJ
ajmri-4821	185	5	energy	energy	NOUN
ajmri-4821	185	6	,	,	PUNCT
ajmri-4821	185	7	7(3	7(3	NUM
ajmri-4821	185	8	)	)	PUNCT
ajmri-4821	185	9	,	,	PUNCT
ajmri-4821	185	10	1451–1460	1451–1460	NUM
ajmri-4821	185	11	.	.	PUNCT
ajmri-4821	186	1	katsoulas	katsoula	NOUN
ajmri-4821	186	2	,	,	PUNCT
ajmri-4821	186	3	d.	d.	PROPN
ajmri-4821	186	4	,	,	PUNCT
ajmri-4821	186	5	&	&	CCONJ
ajmri-4821	186	6	voumvoulakis	voumvoulakis	PROPN
ajmri-4821	186	7	,	,	PUNCT
ajmri-4821	186	8	p.	p.	NOUN
ajmri-4821	186	9	(	(	PUNCT
ajmri-4821	186	10	2011	2011	NUM
ajmri-4821	186	11	)	)	PUNCT
ajmri-4821	186	12	.	.	PUNCT
ajmri-4821	187	1	weatherrelated	weatherrelate	VERB
ajmri-4821	187	2	challenges	challenge	NOUN
ajmri-4821	187	3	in	in	ADP
ajmri-4821	187	4	renewable	renewable	ADJ
ajmri-4821	187	5	energy	energy	NOUN
ajmri-4821	187	6	systems	system	NOUN
ajmri-4821	187	7	.	.	PUNCT
ajmri-4821	188	1	ieee	ieee	NOUN
ajmri-4821	188	2	transactions	transaction	NOUN
ajmri-4821	188	3	on	on	ADP
ajmri-4821	188	4	energy	energy	NOUN
ajmri-4821	188	5	conversion	conversion	NOUN
ajmri-4821	188	6	,	,	PUNCT
ajmri-4821	188	7	26(3	26(3	NUM
ajmri-4821	188	8	)	)	PUNCT
ajmri-4821	188	9	,	,	PUNCT
ajmri-4821	188	10	867–876	867–876	NUM
ajmri-4821	188	11	.	.	PUNCT
ajmri-4821	189	1	kundur	kundur	PROPN
ajmri-4821	189	2	,	,	PUNCT
ajmri-4821	189	3	p.	p.	NOUN
ajmri-4821	189	4	(	(	PUNCT
ajmri-4821	189	5	1994	1994	NUM
ajmri-4821	189	6	)	)	PUNCT
ajmri-4821	189	7	.	.	PUNCT
ajmri-4821	190	1	power	power	NOUN
ajmri-4821	190	2	system	system	NOUN
ajmri-4821	190	3	stability	stability	NOUN
ajmri-4821	190	4	and	and	CCONJ
ajmri-4821	190	5	control	control	NOUN
ajmri-4821	190	6	.	.	PUNCT
ajmri-4821	191	1	mcgrawhill	mcgrawhill	NOUN
ajmri-4821	191	2	.	.	PUNCT
ajmri-4821	192	1	murthy	murthy	PROPN
ajmri-4821	192	2	,	,	PUNCT
ajmri-4821	192	3	s.	s.	PROPN
ajmri-4821	192	4	s.	s.	PROPN
ajmri-4821	192	5	(	(	PUNCT
ajmri-4821	192	6	2014	2014	NUM
ajmri-4821	192	7	)	)	PUNCT
ajmri-4821	192	8	.	.	PUNCT
ajmri-4821	193	1	grid	grid	NOUN
ajmri-4821	193	2	integration	integration	NOUN
ajmri-4821	193	3	of	of	ADP
ajmri-4821	193	4	renewable	renewable	ADJ
ajmri-4821	193	5	energy	energy	NOUN
ajmri-4821	193	6	sources	source	NOUN
ajmri-4821	193	7	:	:	PUNCT
ajmri-4821	193	8	challenges	challenge	NOUN
ajmri-4821	193	9	,	,	PUNCT
ajmri-4821	193	10	issues	issue	NOUN
ajmri-4821	193	11	,	,	PUNCT
ajmri-4821	193	12	and	and	CCONJ
ajmri-4821	193	13	solutions	solution	NOUN
ajmri-4821	193	14	.	.	PUNCT
ajmri-4821	194	1	ieee	ieee	NOUN
ajmri-4821	194	2	transactions	transaction	NOUN
ajmri-4821	194	3	on	on	ADP
ajmri-4821	194	4	power	power	NOUN
ajmri-4821	194	5	electronics	electronic	NOUN
ajmri-4821	194	6	,	,	PUNCT
ajmri-4821	194	7	29(11	29(11	NUM
ajmri-4821	194	8	)	)	PUNCT
ajmri-4821	194	9	,	,	PUNCT
ajmri-4821	194	10	4565–4575	4565–4575	NUM
ajmri-4821	194	11	.	.	PUNCT
ajmri-4821	195	1	rau	rau	PROPN
ajmri-4821	195	2	,	,	PUNCT
ajmri-4821	195	3	n.	n.	PROPN
ajmri-4821	195	4	s.	s.	PROPN
ajmri-4821	195	5	,	,	PUNCT
ajmri-4821	195	6	&	&	CCONJ
ajmri-4821	195	7	wan	wan	PROPN
ajmri-4821	195	8	,	,	PUNCT
ajmri-4821	195	9	y.	y.	PROPN
ajmri-4821	195	10	h.	h.	PROPN
ajmri-4821	195	11	(	(	PUNCT
ajmri-4821	195	12	1994	1994	NUM
ajmri-4821	195	13	)	)	PUNCT
ajmri-4821	195	14	.	.	PUNCT
ajmri-4821	196	1	optimum	optimum	ADJ
ajmri-4821	196	2	location	location	NOUN
ajmri-4821	196	3	of	of	ADP
ajmri-4821	196	4	resources	resource	NOUN
ajmri-4821	196	5	in	in	ADP
ajmri-4821	196	6	distributed	distribute	VERB
ajmri-4821	196	7	planning	planning	NOUN
ajmri-4821	196	8	.	.	PUNCT
ajmri-4821	197	1	ieee	ieee	NOUN
ajmri-4821	197	2	transactions	transaction	NOUN
ajmri-4821	197	3	on	on	ADP
ajmri-4821	197	4	power	power	NOUN
ajmri-4821	197	5	systems	system	NOUN
ajmri-4821	197	6	,	,	PUNCT
ajmri-4821	197	7	9(4	9(4	NUM
ajmri-4821	197	8	)	)	PUNCT
ajmri-4821	197	9	,	,	PUNCT
ajmri-4821	197	10	2014–2020	2014–2020	NUM
ajmri-4821	197	11	.	.	PUNCT
ajmri-4821	198	1	singh	singh	PROPN
ajmri-4821	198	2	,	,	PUNCT
ajmri-4821	198	3	a.	a.	PROPN
ajmri-4821	198	4	k.	k.	PROPN
ajmri-4821	198	5	,	,	PUNCT
ajmri-4821	198	6	&	&	CCONJ
ajmri-4821	198	7	tripathi	tripathi	PROPN
ajmri-4821	198	8	,	,	PUNCT
ajmri-4821	198	9	r.	r.	PROPN
ajmri-4821	198	10	k.	k.	PROPN
ajmri-4821	199	1	(	(	PUNCT
ajmri-4821	199	2	2007	2007	NUM
ajmri-4821	199	3	)	)	PUNCT
ajmri-4821	199	4	.	.	PUNCT
ajmri-4821	200	1	artificial	artificial	ADJ
ajmri-4821	200	2	neural	neural	ADJ
ajmri-4821	200	3	network	network	NOUN
ajmri-4821	200	4	-	-	PUNCT
ajmri-4821	200	5	based	base	VERB
ajmri-4821	200	6	static	static	ADJ
ajmri-4821	200	7	var	var	NOUN
ajmri-4821	200	8	compensator	compensator	NOUN
ajmri-4821	200	9	for	for	ADP
ajmri-4821	200	10	power	power	NOUN
ajmri-4821	200	11	system	system	NOUN
ajmri-4821	200	12	stability	stability	NOUN
ajmri-4821	200	13	enhancement	enhancement	NOUN
ajmri-4821	200	14	.	.	PUNCT
ajmri-4821	201	1	ieee	ieee	NOUN
ajmri-4821	201	2	transactions	transaction	NOUN
ajmri-4821	201	3	on	on	ADP
ajmri-4821	201	4	power	power	NOUN
ajmri-4821	201	5	systems	system	NOUN
ajmri-4821	201	6	,	,	PUNCT
ajmri-4821	201	7	22(2	22(2	NUM
ajmri-4821	201	8	)	)	PUNCT
ajmri-4821	201	9	,	,	PUNCT
ajmri-4821	201	10	913–920	913–920	NUM
ajmri-4821	201	11	.	.	PUNCT
ajmri-4821	202	1	zhou	zhou	PROPN
ajmri-4821	202	2	,	,	PUNCT
ajmri-4821	202	3	y.	y.	PROPN
ajmri-4821	202	4	,	,	PUNCT
ajmri-4821	202	5	&	&	CCONJ
ajmri-4821	202	6	li	li	PROPN
ajmri-4821	202	7	,	,	PUNCT
ajmri-4821	202	8	s.	s.	PROPN
ajmri-4821	202	9	(	(	PUNCT
ajmri-4821	202	10	2020	2020	NUM
ajmri-4821	202	11	)	)	PUNCT
ajmri-4821	202	12	.	.	PUNCT
ajmri-4821	203	1	renewable	renewable	ADJ
ajmri-4821	203	2	energy	energy	NOUN
ajmri-4821	203	3	policy	policy	NOUN
ajmri-4821	203	4	and	and	CCONJ
ajmri-4821	203	5	regulation	regulation	NOUN
ajmri-4821	203	6	.	.	PUNCT
ajmri-4821	204	1	ieee	ieee	NOUN
ajmri-4821	204	2	transactions	transaction	NOUN
ajmri-4821	204	3	on	on	ADP
ajmri-4821	204	4	energy	energy	NOUN
ajmri-4821	204	5	management	management	NOUN
ajmri-4821	204	6	,	,	PUNCT
ajmri-4821	204	7	2(2	2(2	NUM
ajmri-4821	204	8	)	)	PUNCT
ajmri-4821	204	9	,	,	PUNCT
ajmri-4821	204	10	10–16	10–16	NUM
ajmri-4821	204	11	.	.	PUNCT