id	sid	tid	token	lemma	pos
ajase-5421	1	1	pa	pa	PROPN
ajase-5421	1	2	ge	ge	PROPN
ajase-5421	1	3	1	1	NUM
ajase-5421	1	4	pa	pa	PROPN
ajase-5421	1	5	ge	ge	PROPN
ajase-5421	1	6	15	15	NUM
ajase-5421	1	7	4	4	NUM
ajase-5421	1	8	american	american	ADJ
ajase-5421	1	9	journal	journal	NOUN
ajase-5421	1	10	of	of	ADP
ajase-5421	1	11	applied	apply	VERB
ajase-5421	1	12	statistics	statistic	NOUN
ajase-5421	1	13	and	and	CCONJ
ajase-5421	1	14	economics	economic	NOUN
ajase-5421	1	15	(	(	PUNCT
ajase-5421	1	16	ajase	ajase	ADJ
ajase-5421	1	17	)	)	PUNCT
ajase-5421	1	18	real	real	ADJ
ajase-5421	1	19	-	-	PUNCT
ajase-5421	1	20	time	time	NOUN
ajase-5421	1	21	anomaly	anomaly	NOUN
ajase-5421	1	22	detection	detection	NOUN
ajase-5421	1	23	for	for	ADP
ajase-5421	1	24	nigerian	nigerian	ADJ
ajase-5421	1	25	power	power	NOUN
ajase-5421	1	26	grid	grid	NOUN
ajase-5421	1	27	stability	stability	NOUN
ajase-5421	1	28	:	:	PUNCT
ajase-5421	1	29	an	an	DET
ajase-5421	1	30	integrated	integrate	VERB
ajase-5421	1	31	time	time	NOUN
ajase-5421	1	32	series	series	NOUN
ajase-5421	1	33	and	and	CCONJ
ajase-5421	1	34	machine	machine	NOUN
ajase-5421	1	35	learning	learn	VERB
ajase-5421	1	36	approach	approach	NOUN
ajase-5421	1	37	howard	howard	PROPN
ajase-5421	1	38	,	,	PUNCT
ajase-5421	1	39	chioma	chioma	PROPN
ajase-5421	1	40	c.1	c.1	PROPN
ajase-5421	1	41	*	*	NOUN
ajase-5421	1	42	,	,	PUNCT
ajase-5421	1	43	otobo	otobo	ADJ
ajase-5421	1	44	,	,	PUNCT
ajase-5421	1	45	firstman	firstman	ADJ
ajase-5421	1	46	n.1	n.1	PRON
ajase-5421	1	47	volume	volume	NOUN
ajase-5421	1	48	4	4	NUM
ajase-5421	1	49	issue	issue	NOUN
ajase-5421	1	50	1	1	NUM
ajase-5421	1	51	,	,	PUNCT
ajase-5421	1	52	year	year	NOUN
ajase-5421	1	53	2025	2025	NUM
ajase-5421	1	54	issn	issn	NOUN
ajase-5421	1	55	:	:	PUNCT
ajase-5421	1	56	2992	2992	NUM
ajase-5421	1	57	-	-	PUNCT
ajase-5421	1	58	927x	927x	NOUN
ajase-5421	1	59	(	(	PUNCT
ajase-5421	1	60	online	online	ADJ
ajase-5421	1	61	)	)	PUNCT
ajase-5421	1	62	doi	doi	NOUN
ajase-5421	1	63	:	:	PUNCT
ajase-5421	1	64	https://doi.org/10.54536/ajase.v4i1.5421	https://doi.org/10.54536/ajase.v4i1.5421	PROPN
ajase-5421	1	65	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	1	66	article	article	NOUN
ajase-5421	1	67	information	information	NOUN
ajase-5421	1	68	abstract	abstract	ADV
ajase-5421	1	69	received	receive	VERB
ajase-5421	1	70	:	:	PUNCT
ajase-5421	1	71	october	october	PROPN
ajase-5421	1	72	06	06	NUM
ajase-5421	1	73	,	,	PUNCT
ajase-5421	1	74	2025	2025	NUM
ajase-5421	1	75	accepted	accept	VERB
ajase-5421	1	76	:	:	PUNCT
ajase-5421	1	77	november	november	PROPN
ajase-5421	1	78	03	03	NUM
ajase-5421	1	79	,	,	PUNCT
ajase-5421	1	80	2025	2025	NUM
ajase-5421	1	81	published	publish	VERB
ajase-5421	1	82	:	:	PUNCT
ajase-5421	1	83	december	december	PROPN
ajase-5421	1	84	10	10	NUM
ajase-5421	1	85	,	,	PUNCT
ajase-5421	1	86	2025	2025	NUM
ajase-5421	1	87	among	among	ADP
ajase-5421	1	88	other	other	ADJ
ajase-5421	1	89	endemic	endemic	ADJ
ajase-5421	1	90	problems	problem	NOUN
ajase-5421	1	91	with	with	ADP
ajase-5421	1	92	the	the	DET
ajase-5421	1	93	nation	nation	NOUN
ajase-5421	1	94	’s	’s	PART
ajase-5421	1	95	grid	grid	NOUN
ajase-5421	1	96	,	,	PUNCT
ajase-5421	1	97	including	include	VERB
ajase-5421	1	98	frequent	frequent	ADJ
ajase-5421	1	99	grid	grid	NOUN
ajase-5421	1	100	failure	failure	NOUN
ajase-5421	1	101	,	,	PUNCT
ajase-5421	1	102	load	load	NOUN
ajase-5421	1	103	-	-	PUNCT
ajase-5421	1	104	shedding	shedding	ADJ
ajase-5421	1	105	,	,	PUNCT
ajase-5421	1	106	poor	poor	ADJ
ajase-5421	1	107	generation	generation	NOUN
ajase-5421	1	108	,	,	PUNCT
ajase-5421	1	109	and	and	CCONJ
ajase-5421	1	110	old	old	ADJ
ajase-5421	1	111	equipment	equipment	NOUN
ajase-5421	1	112	,	,	PUNCT
ajase-5421	1	113	the	the	DET
ajase-5421	1	114	nigerian	nigerian	ADJ
ajase-5421	1	115	electricity	electricity	NOUN
ajase-5421	1	116	regulatory	regulatory	ADJ
ajase-5421	1	117	commission	commission	NOUN
ajase-5421	1	118	(	(	PUNCT
ajase-5421	1	119	nerc	nerc	NOUN
ajase-5421	1	120	)	)	PUNCT
ajase-5421	1	121	has	have	AUX
ajase-5421	1	122	documented	document	VERB
ajase-5421	1	123	over	over	ADP
ajase-5421	1	124	300	300	NUM
ajase-5421	1	125	system	system	NOUN
ajase-5421	1	126	breakdowns	breakdown	NOUN
ajase-5421	1	127	annually	annually	ADV
ajase-5421	1	128	.	.	PUNCT
ajase-5421	2	1	this	this	DET
ajase-5421	2	2	study	study	NOUN
ajase-5421	2	3	was	be	AUX
ajase-5421	2	4	carried	carry	VERB
ajase-5421	2	5	out	out	ADP
ajase-5421	2	6	using	use	VERB
ajase-5421	2	7	a	a	DET
ajase-5421	2	8	multi	multi	ADJ
ajase-5421	2	9	-	-	ADJ
ajase-5421	2	10	phase	phase	ADJ
ajase-5421	2	11	method	method	NOUN
ajase-5421	2	12	that	that	PRON
ajase-5421	2	13	used	use	VERB
ajase-5421	2	14	synergy	synergy	NOUN
ajase-5421	2	15	of	of	ADP
ajase-5421	2	16	residual	residual	ADJ
ajase-5421	2	17	analysis	analysis	NOUN
ajase-5421	2	18	via	via	ADP
ajase-5421	2	19	arima	arima	NOUN
ajase-5421	2	20	,	,	PUNCT
ajase-5421	2	21	statistical	statistical	ADJ
ajase-5421	2	22	outlier	outlier	NOUN
ajase-5421	2	23	isolation	isolation	NOUN
ajase-5421	2	24	(	(	PUNCT
ajase-5421	2	25	via	via	ADP
ajase-5421	2	26	iqr	iqr	PROPN
ajase-5421	2	27	)	)	PUNCT
ajase-5421	2	28	,	,	PUNCT
ajase-5421	2	29	isolation	isolation	NOUN
ajase-5421	2	30	forests	forest	NOUN
ajase-5421	2	31	,	,	PUNCT
ajase-5421	2	32	and	and	CCONJ
ajase-5421	2	33	seasonal	seasonal	ADJ
ajase-5421	2	34	decomposition	decomposition	NOUN
ajase-5421	2	35	(	(	PUNCT
ajase-5421	2	36	stl	stl	PROPN
ajase-5421	2	37	)	)	PUNCT
ajase-5421	2	38	in	in	ADP
ajase-5421	2	39	r	r	NOUN
ajase-5421	2	40	language	language	NOUN
ajase-5421	2	41	(	(	PUNCT
ajase-5421	2	42	v4.3.0	v4.3.0	NOUN
ajase-5421	2	43	)	)	PUNCT
ajase-5421	2	44	to	to	PART
ajase-5421	2	45	detect	detect	VERB
ajase-5421	2	46	anomalies	anomaly	NOUN
ajase-5421	2	47	in	in	ADP
ajase-5421	2	48	this	this	DET
ajase-5421	2	49	sector	sector	NOUN
ajase-5421	2	50	.	.	PUNCT
ajase-5421	3	1	three	three	NUM
ajase-5421	3	2	years	year	NOUN
ajase-5421	3	3	of	of	ADP
ajase-5421	3	4	transmission	transmission	NOUN
ajase-5421	3	5	company	company	NOUN
ajase-5421	3	6	of	of	ADP
ajase-5421	3	7	nigeria	nigeria	PROPN
ajase-5421	3	8	(	(	PUNCT
ajase-5421	3	9	tcn	tcn	PROPN
ajase-5421	3	10	)	)	PUNCT
ajase-5421	3	11	and	and	CCONJ
ajase-5421	3	12	major	major	ADJ
ajase-5421	3	13	distribution	distribution	NOUN
ajase-5421	3	14	companies	company	NOUN
ajase-5421	3	15	such	such	ADJ
ajase-5421	3	16	as	as	ADP
ajase-5421	3	17	lagos	lagos	NOUN
ajase-5421	3	18	state	state	NOUN
ajase-5421	3	19	electricity	electricity	NOUN
ajase-5421	3	20	board	board	NOUN
ajase-5421	3	21	(	(	PUNCT
ajase-5421	3	22	lseb	lseb	PROPN
ajase-5421	3	23	)	)	PUNCT
ajase-5421	3	24	and	and	CCONJ
ajase-5421	3	25	abuja	abuja	PROPN
ajase-5421	3	26	electric	electric	ADJ
ajase-5421	3	27	distribution	distribution	NOUN
ajase-5421	3	28	company	company	NOUN
ajase-5421	3	29	(	(	PUNCT
ajase-5421	3	30	aedc	aedc	NOUN
ajase-5421	3	31	)	)	PUNCT
ajase-5421	3	32	electrical	electrical	ADJ
ajase-5421	3	33	demand	demand	NOUN
ajase-5421	3	34	data	datum	NOUN
ajase-5421	3	35	were	be	AUX
ajase-5421	3	36	used	use	VERB
ajase-5421	3	37	in	in	ADP
ajase-5421	3	38	the	the	DET
ajase-5421	3	39	modeling	modeling	NOUN
ajase-5421	3	40	process	process	NOUN
ajase-5421	3	41	.	.	PUNCT
ajase-5421	4	1	some	some	DET
ajase-5421	4	2	performance	performance	NOUN
ajase-5421	4	3	metrics	metric	NOUN
ajase-5421	4	4	used	use	VERB
ajase-5421	4	5	included	include	VERB
ajase-5421	4	6	f1	f1	NOUN
ajase-5421	4	7	-	-	PUNCT
ajase-5421	4	8	score	score	NOUN
ajase-5421	4	9	,	,	PUNCT
ajase-5421	4	10	accuracy	accuracy	NOUN
ajase-5421	4	11	,	,	PUNCT
ajase-5421	4	12	recall	recall	NOUN
ajase-5421	4	13	,	,	PUNCT
ajase-5421	4	14	and	and	CCONJ
ajase-5421	4	15	identifying	identify	VERB
ajase-5421	4	16	and	and	CCONJ
ajase-5421	4	17	locating	locate	VERB
ajase-5421	4	18	anomalies	anomaly	NOUN
ajase-5421	4	19	with	with	ADP
ajase-5421	4	20	the	the	DET
ajase-5421	4	21	assistance	assistance	NOUN
ajase-5421	4	22	of	of	ADP
ajase-5421	4	23	a	a	DET
ajase-5421	4	24	domain	domain	NOUN
ajase-5421	4	25	expert	expert	NOUN
ajase-5421	4	26	.	.	PUNCT
ajase-5421	5	1	the	the	DET
ajase-5421	5	2	outcome	outcome	NOUN
ajase-5421	5	3	indicates	indicate	VERB
ajase-5421	5	4	that	that	SCONJ
ajase-5421	5	5	the	the	DET
ajase-5421	5	6	accuracy	accuracy	NOUN
ajase-5421	5	7	at	at	ADP
ajase-5421	5	8	identifying	identify	VERB
ajase-5421	5	9	relevant	relevant	ADJ
ajase-5421	5	10	abnormalities	abnormality	NOUN
ajase-5421	5	11	suitable	suitable	ADJ
ajase-5421	5	12	for	for	ADP
ajase-5421	5	13	nigerian	nigerian	ADJ
ajase-5421	5	14	grid	grid	NOUN
ajase-5421	5	15	conditions	condition	NOUN
ajase-5421	5	16	was	be	AUX
ajase-5421	5	17	89.4	89.4	NUM
ajase-5421	5	18	%	%	NOUN
ajase-5421	5	19	,	,	PUNCT
ajase-5421	5	20	and	and	CCONJ
ajase-5421	5	21	the	the	DET
ajase-5421	5	22	recall	recall	NOUN
ajase-5421	5	23	rate	rate	NOUN
ajase-5421	5	24	was	be	AUX
ajase-5421	5	25	84.2	84.2	NUM
ajase-5421	5	26	%	%	NOUN
ajase-5421	5	27	.	.	PUNCT
ajase-5421	6	1	the	the	DET
ajase-5421	6	2	statistical	statistical	ADJ
ajase-5421	6	3	breakdown	breakdown	NOUN
ajase-5421	6	4	approach	approach	NOUN
ajase-5421	6	5	returned	return	VERB
ajase-5421	6	6	234	234	NUM
ajase-5421	6	7	meaningful	meaningful	ADJ
ajase-5421	6	8	anomalies	anomaly	NOUN
ajase-5421	6	9	,	,	PUNCT
ajase-5421	6	10	while	while	SCONJ
ajase-5421	6	11	the	the	DET
ajase-5421	6	12	machine	machine	NOUN
ajase-5421	6	13	learning	learn	VERB
ajase-5421	6	14	approach	approach	NOUN
ajase-5421	6	15	returned	return	VERB
ajase-5421	6	16	198	198	NUM
ajase-5421	6	17	anomalies	anomaly	NOUN
ajase-5421	6	18	with	with	ADP
ajase-5421	6	19	greater	great	ADJ
ajase-5421	6	20	confidence	confidence	NOUN
ajase-5421	6	21	.	.	PUNCT
ajase-5421	7	1	the	the	DET
ajase-5421	7	2	system	system	NOUN
ajase-5421	7	3	identified	identify	VERB
ajase-5421	7	4	trends	trend	NOUN
ajase-5421	7	5	with	with	ADP
ajase-5421	7	6	respect	respect	NOUN
ajase-5421	7	7	to	to	ADP
ajase-5421	7	8	repeated	repeat	VERB
ajase-5421	7	9	grid	grid	NOUN
ajase-5421	7	10	collapse	collapse	NOUN
ajase-5421	7	11	,	,	PUNCT
ajase-5421	7	12	alternating	alternate	VERB
ajase-5421	7	13	generators	generator	NOUN
ajase-5421	7	14	on	on	ADP
ajase-5421	7	15	outage	outage	NOUN
ajase-5421	7	16	,	,	PUNCT
ajase-5421	7	17	and	and	CCONJ
ajase-5421	7	18	unbalanced	unbalanced	ADJ
ajase-5421	7	19	loads	load	NOUN
ajase-5421	7	20	across	across	ADP
ajase-5421	7	21	11	11	NUM
ajase-5421	7	22	electricity	electricity	NOUN
ajase-5421	7	23	distribution	distribution	NOUN
ajase-5421	7	24	companies	company	NOUN
ajase-5421	7	25	.	.	PUNCT
ajase-5421	8	1	it	it	PRON
ajase-5421	8	2	has	have	VERB
ajase-5421	8	3	strong	strong	ADJ
ajase-5421	8	4	anomaly	anomaly	NOUN
ajase-5421	8	5	detection	detection	NOUN
ajase-5421	8	6	from	from	ADP
ajase-5421	8	7	statistics	statistic	NOUN
ajase-5421	8	8	alone	alone	ADV
ajase-5421	8	9	as	as	ADV
ajase-5421	8	10	well	well	ADV
ajase-5421	8	11	as	as	ADP
ajase-5421	8	12	even	even	ADV
ajase-5421	8	13	with	with	ADP
ajase-5421	8	14	machine	machine	NOUN
ajase-5421	8	15	learning	learn	VERB
ajase-5421	8	16	techniques	technique	NOUN
ajase-5421	8	17	,	,	PUNCT
ajase-5421	8	18	which	which	PRON
ajase-5421	8	19	may	may	AUX
ajase-5421	8	20	increase	increase	VERB
ajase-5421	8	21	grid	grid	NOUN
ajase-5421	8	22	resilience	resilience	NOUN
ajase-5421	8	23	and	and	CCONJ
ajase-5421	8	24	reduce	reduce	VERB
ajase-5421	8	25	the	the	DET
ajase-5421	8	26	risk	risk	NOUN
ajase-5421	8	27	of	of	ADP
ajase-5421	8	28	cascading	cascade	VERB
ajase-5421	8	29	failures	failure	NOUN
ajase-5421	8	30	.	.	PUNCT
ajase-5421	9	1	with	with	ADP
ajase-5421	9	2	significant	significant	ADJ
ajase-5421	9	3	economic	economic	ADJ
ajase-5421	9	4	gains	gain	NOUN
ajase-5421	9	5	to	to	ADP
ajase-5421	9	6	nigeria	nigeria	PRON
ajase-5421	9	7	,	,	PUNCT
ajase-5421	9	8	field	field	NOUN
ajase-5421	9	9	deployment	deployment	NOUN
ajase-5421	9	10	can	can	AUX
ajase-5421	9	11	reduce	reduce	VERB
ajase-5421	9	12	unplanned	unplanned	ADJ
ajase-5421	9	13	outages	outage	NOUN
ajase-5421	9	14	by	by	ADP
ajase-5421	9	15	as	as	ADV
ajase-5421	9	16	much	much	ADJ
ajase-5421	9	17	as	as	ADP
ajase-5421	9	18	31	31	NUM
ajase-5421	9	19	%	%	NOUN
ajase-5421	9	20	.	.	PUNCT
ajase-5421	10	1	keywords	keyword	NOUN
ajase-5421	10	2	anomaly	anomaly	NOUN
ajase-5421	10	3	detection	detection	NOUN
ajase-5421	10	4	,	,	PUNCT
ajase-5421	10	5	grid	grid	NOUN
ajase-5421	10	6	stability	stability	NOUN
ajase-5421	10	7	,	,	PUNCT
ajase-5421	10	8	grid	grid	NOUN
ajase-5421	10	9	,	,	PUNCT
ajase-5421	10	10	modelling	modelling	NOUN
ajase-5421	10	11	,	,	PUNCT
ajase-5421	10	12	statistical	statistical	ADJ
ajase-5421	10	13	outlier	outlier	NOUN
ajase-5421	10	14	1	1	NUM
ajase-5421	10	15	department	department	NOUN
ajase-5421	10	16	of	of	ADP
ajase-5421	10	17	mathematics	mathematic	NOUN
ajase-5421	10	18	and	and	CCONJ
ajase-5421	10	19	computer	computer	NOUN
ajase-5421	10	20	science	science	NOUN
ajase-5421	10	21	,	,	PUNCT
ajase-5421	10	22	university	university	PROPN
ajase-5421	10	23	of	of	ADP
ajase-5421	10	24	africa	africa	PROPN
ajase-5421	10	25	,	,	PUNCT
ajase-5421	10	26	toru	toru	PROPN
ajase-5421	10	27	-	-	PUNCT
ajase-5421	10	28	orua	orua	PROPN
ajase-5421	10	29	,	,	PUNCT
ajase-5421	10	30	bayelsa	bayelsa	NOUN
ajase-5421	10	31	state	state	NOUN
ajase-5421	10	32	,	,	PUNCT
ajase-5421	10	33	nigeria	nigeria	PROPN
ajase-5421	10	34	*	*	PUNCT
ajase-5421	10	35	corresponding	correspond	VERB
ajase-5421	10	36	author	author	NOUN
ajase-5421	10	37	’s	’s	PART
ajase-5421	10	38	e	e	NOUN
ajase-5421	10	39	-	-	NOUN
ajase-5421	10	40	mail	mail	NOUN
ajase-5421	10	41	:	:	PUNCT
ajase-5421	10	42	howardchioma@gmail.com	howardchioma@gmail.com	X
ajase-5421	11	1	introduction	introduction	NOUN
ajase-5421	11	2	nigeria	nigeria	PROPN
ajase-5421	11	3	’s	’s	PART
ajase-5421	11	4	power	power	NOUN
ajase-5421	11	5	infrastructure	infrastructure	NOUN
ajase-5421	11	6	is	be	AUX
ajase-5421	11	7	one	one	NUM
ajase-5421	11	8	of	of	ADP
ajase-5421	11	9	sub	sub	ADJ
ajase-5421	11	10	-	-	ADJ
ajase-5421	11	11	saharan	saharan	ADJ
ajase-5421	11	12	africa	africa	PROPN
ajase-5421	11	13	’s	’s	PART
ajase-5421	11	14	most	most	ADV
ajase-5421	11	15	sophisticated	sophisticated	ADJ
ajase-5421	11	16	yet	yet	CCONJ
ajase-5421	11	17	underproductive	underproductive	ADJ
ajase-5421	11	18	grid	grid	NOUN
ajase-5421	11	19	systems	system	NOUN
ajase-5421	11	20	.	.	PUNCT
ajase-5421	12	1	being	be	AUX
ajase-5421	12	2	one	one	NUM
ajase-5421	12	3	of	of	ADP
ajase-5421	12	4	the	the	DET
ajase-5421	12	5	largest	large	ADJ
ajase-5421	12	6	economy	economy	NOUN
ajase-5421	12	7	on	on	ADP
ajase-5421	12	8	the	the	DET
ajase-5421	12	9	african	african	ADJ
ajase-5421	12	10	continent	continent	NOUN
ajase-5421	12	11	(	(	PUNCT
ajase-5421	12	12	world	world	PROPN
ajase-5421	12	13	bank	bank	PROPN
ajase-5421	12	14	,	,	PUNCT
ajase-5421	12	15	2024	2024	NUM
ajase-5421	12	16	)	)	PUNCT
ajase-5421	12	17	,	,	PUNCT
ajase-5421	12	18	with	with	ADP
ajase-5421	12	19	a	a	DET
ajase-5421	12	20	population	population	NOUN
ajase-5421	12	21	size	size	NOUN
ajase-5421	12	22	of	of	ADP
ajase-5421	12	23	more	more	ADJ
ajase-5421	12	24	than	than	ADP
ajase-5421	12	25	220	220	NUM
ajase-5421	12	26	million	million	NUM
ajase-5421	12	27	,	,	PUNCT
ajase-5421	12	28	its	its	PRON
ajase-5421	12	29	current	current	ADJ
ajase-5421	12	30	installed	instal	VERB
ajase-5421	12	31	generating	generating	NOUN
ajase-5421	12	32	capacity	capacity	NOUN
ajase-5421	12	33	of	of	ADP
ajase-5421	12	34	some	some	DET
ajase-5421	12	35	12,500	12,500	NUM
ajase-5421	12	36	mw	mw	NOUN
ajase-5421	12	37	is	be	AUX
ajase-5421	12	38	well	well	ADV
ajase-5421	12	39	short	short	ADJ
ajase-5421	12	40	of	of	ADP
ajase-5421	12	41	its	its	PRON
ajase-5421	12	42	projected	project	VERB
ajase-5421	12	43	30,000	30,000	NUM
ajase-5421	12	44	mw	mw	NOUN
ajase-5421	12	45	required	require	VERB
ajase-5421	12	46	to	to	PART
ajase-5421	12	47	cater	cater	VERB
ajase-5421	12	48	for	for	ADP
ajase-5421	12	49	current	current	ADJ
ajase-5421	12	50	demand	demand	NOUN
ajase-5421	12	51	(	(	PUNCT
ajase-5421	12	52	nigerian	nigerian	ADJ
ajase-5421	12	53	electricity	electricity	NOUN
ajase-5421	12	54	regulatory	regulatory	ADJ
ajase-5421	12	55	commission	commission	NOUN
ajase-5421	13	1	[	[	X
ajase-5421	13	2	nerc	nerc	NOUN
ajase-5421	13	3	]	]	X
ajase-5421	13	4	,	,	PUNCT
ajase-5421	13	5	2023	2023	NUM
ajase-5421	13	6	)	)	PUNCT
ajase-5421	13	7	.	.	PUNCT
ajase-5421	14	1	system	system	NOUN
ajase-5421	14	2	crashes	crash	VERB
ajase-5421	14	3	,	,	PUNCT
ajase-5421	14	4	with	with	ADP
ajase-5421	14	5	its	its	PRON
ajase-5421	14	6	national	national	ADJ
ajase-5421	14	7	grid	grid	NOUN
ajase-5421	14	8	experiencing	experience	VERB
ajase-5421	14	9	regular	regular	ADJ
ajase-5421	14	10	or	or	CCONJ
ajase-5421	14	11	total	total	ADJ
ajase-5421	14	12	black	black	ADJ
ajase-5421	14	13	-	-	PUNCT
ajase-5421	14	14	outs	out	NOUN
ajase-5421	14	15	on	on	ADP
ajase-5421	14	16	a	a	DET
ajase-5421	14	17	monthly	monthly	ADJ
ajase-5421	14	18	basis	basis	NOUN
ajase-5421	14	19	,	,	PUNCT
ajase-5421	14	20	cost	cost	NOUN
ajase-5421	14	21	nigeria	nigeria	PROPN
ajase-5421	14	22	’s	’s	PART
ajase-5421	14	23	economy	economy	NOUN
ajase-5421	14	24	an	an	DET
ajase-5421	14	25	approximated	approximated	ADJ
ajase-5421	14	26	₦	₦	PROPN
ajase-5421	14	27	126	126	NUM
ajase-5421	14	28	billion	billion	NUM
ajase-5421	14	29	in	in	ADP
ajase-5421	14	30	terms	term	NOUN
ajase-5421	14	31	of	of	ADP
ajase-5421	14	32	productivity	productivity	NOUN
ajase-5421	14	33	loss	loss	NOUN
ajase-5421	14	34	every	every	DET
ajase-5421	14	35	year	year	NOUN
ajase-5421	14	36	(	(	PUNCT
ajase-5421	14	37	adenikinju	adenikinju	NOUN
ajase-5421	14	38	,	,	PUNCT
ajase-5421	14	39	2022	2022	NUM
ajase-5421	14	40	,	,	PUNCT
ajase-5421	14	41	okafor	okafor	PROPN
ajase-5421	14	42	&	&	CCONJ
ajase-5421	14	43	ejiogu	ejiogu	PROPN
ajase-5421	14	44	2023	2023	NUM
ajase-5421	14	45	)	)	PUNCT
ajase-5421	14	46	.	.	PUNCT
ajase-5421	15	1	there	there	PRON
ajase-5421	15	2	were	be	VERB
ajase-5421	15	3	profound	profound	ADJ
ajase-5421	15	4	reforms	reform	NOUN
ajase-5421	15	5	on	on	ADP
ajase-5421	15	6	its	its	PRON
ajase-5421	15	7	power	power	NOUN
ajase-5421	15	8	sector	sector	NOUN
ajase-5421	15	9	in	in	ADP
ajase-5421	15	10	2013	2013	NUM
ajase-5421	15	11	through	through	ADP
ajase-5421	15	12	the	the	DET
ajase-5421	15	13	privatisation	privatisation	NOUN
ajase-5421	15	14	of	of	ADP
ajase-5421	15	15	its	its	PRON
ajase-5421	15	16	generation	generation	NOUN
ajase-5421	15	17	and	and	CCONJ
ajase-5421	15	18	distribution	distribution	NOUN
ajase-5421	15	19	companies	company	NOUN
ajase-5421	15	20	,	,	PUNCT
ajase-5421	15	21	but	but	CCONJ
ajase-5421	15	22	some	some	DET
ajase-5421	15	23	problems	problem	NOUN
ajase-5421	15	24	remain	remain	VERB
ajase-5421	15	25	.	.	PUNCT
ajase-5421	16	1	its	its	PRON
ajase-5421	16	2	grid	grid	NOUN
ajase-5421	16	3	complexity	complexity	NOUN
ajase-5421	16	4	has	have	AUX
ajase-5421	16	5	only	only	ADV
ajase-5421	16	6	grown	grow	VERB
ajase-5421	16	7	with	with	ADP
ajase-5421	16	8	the	the	DET
ajase-5421	16	9	addition	addition	NOUN
ajase-5421	16	10	of	of	ADP
ajase-5421	16	11	independent	independent	ADJ
ajase-5421	16	12	power	power	NOUN
ajase-5421	16	13	producers	producer	NOUN
ajase-5421	16	14	(	(	PUNCT
ajase-5421	16	15	ipps	ipps	PROPN
ajase-5421	16	16	)	)	PUNCT
ajase-5421	16	17	,	,	PUNCT
ajase-5421	16	18	renewable	renewable	ADJ
ajase-5421	16	19	energy	energy	NOUN
ajase-5421	16	20	,	,	PUNCT
ajase-5421	16	21	and	and	CCONJ
ajase-5421	16	22	distributed	distribute	VERB
ajase-5421	16	23	generation	generation	NOUN
ajase-5421	16	24	systems	system	NOUN
ajase-5421	16	25	spread	spread	VERB
ajase-5421	16	26	across	across	ADP
ajase-5421	16	27	its	its	PRON
ajase-5421	16	28	six	six	NUM
ajase-5421	16	29	geopolitical	geopolitical	ADJ
ajase-5421	16	30	zones	zone	NOUN
ajase-5421	16	31	(	(	PUNCT
ajase-5421	16	32	okoro	okoro	X
ajase-5421	16	33	et	et	NOUN
ajase-5421	16	34	al	al	PROPN
ajase-5421	16	35	.	.	PROPN
ajase-5421	16	36	,	,	PUNCT
ajase-5421	16	37	2023	2023	NUM
ajase-5421	16	38	)	)	PUNCT
ajase-5421	16	39	.	.	PUNCT
ajase-5421	17	1	its	its	PRON
ajase-5421	17	2	traditional	traditional	ADJ
ajase-5421	17	3	grid	grid	NOUN
ajase-5421	17	4	monitoring	monitoring	NOUN
ajase-5421	17	5	systems	system	NOUN
ajase-5421	17	6	,	,	PUNCT
ajase-5421	17	7	with	with	ADP
ajase-5421	17	8	threshold	threshold	NOUN
ajase-5421	17	9	-	-	PUNCT
ajase-5421	17	10	based	base	VERB
ajase-5421	17	11	alarms	alarm	NOUN
ajase-5421	17	12	as	as	ADV
ajase-5421	17	13	well	well	ADV
ajase-5421	17	14	as	as	ADP
ajase-5421	17	15	manual	manual	ADJ
ajase-5421	17	16	inspections	inspection	NOUN
ajase-5421	17	17	from	from	ADP
ajase-5421	17	18	the	the	DET
ajase-5421	17	19	transmission	transmission	NOUN
ajase-5421	17	20	company	company	NOUN
ajase-5421	17	21	of	of	ADP
ajase-5421	17	22	nigeria	nigeria	PROPN
ajase-5421	17	23	(	(	PUNCT
ajase-5421	17	24	tcn	tcn	PROPN
ajase-5421	17	25	)	)	PUNCT
ajase-5421	17	26	,	,	PUNCT
ajase-5421	17	27	are	be	AUX
ajase-5421	17	28	no	no	ADV
ajase-5421	17	29	longer	long	ADV
ajase-5421	17	30	capable	capable	ADJ
ajase-5421	17	31	of	of	ADP
ajase-5421	17	32	coping	cope	VERB
ajase-5421	17	33	with	with	ADP
ajase-5421	17	34	the	the	DET
ajase-5421	17	35	dynamic	dynamic	ADJ
ajase-5421	17	36	nature	nature	NOUN
ajase-5421	17	37	of	of	ADP
ajase-5421	17	38	nigeria	nigeria	PROPN
ajase-5421	17	39	’s	’s	PART
ajase-5421	17	40	evolving	evolve	VERB
ajase-5421	17	41	power	power	NOUN
ajase-5421	17	42	landscape	landscape	NOUN
ajase-5421	17	43	.	.	PUNCT
ajase-5421	18	1	grid	grid	NOUN
ajase-5421	18	2	instability	instability	NOUN
ajase-5421	18	3	in	in	ADP
ajase-5421	18	4	nigeria	nigeria	PROPN
ajase-5421	18	5	is	be	AUX
ajase-5421	18	6	expressed	express	VERB
ajase-5421	18	7	in	in	ADP
ajase-5421	18	8	multifarious	multifarious	ADJ
ajase-5421	18	9	dimensions	dimension	NOUN
ajase-5421	18	10	,	,	PUNCT
ajase-5421	18	11	from	from	ADP
ajase-5421	18	12	voltage	voltage	NOUN
ajase-5421	18	13	oscillations	oscillation	NOUN
ajase-5421	18	14	and	and	CCONJ
ajase-5421	18	15	frequency	frequency	NOUN
ajase-5421	18	16	excursions	excursion	NOUN
ajase-5421	18	17	to	to	ADP
ajase-5421	18	18	abrupt	abrupt	ADJ
ajase-5421	18	19	rejections	rejection	NOUN
ajase-5421	18	20	of	of	ADP
ajase-5421	18	21	load	load	NOUN
ajase-5421	18	22	,	,	PUNCT
ajase-5421	18	23	leading	lead	VERB
ajase-5421	18	24	to	to	ADP
ajase-5421	18	25	widespread	widespread	ADJ
ajase-5421	18	26	blackouts	blackout	NOUN
ajase-5421	18	27	impacting	impact	VERB
ajase-5421	18	28	millions	million	NOUN
ajase-5421	18	29	of	of	ADP
ajase-5421	18	30	nigerians	nigerians	PROPN
ajase-5421	18	31	.	.	PUNCT
ajase-5421	19	1	its	its	PRON
ajase-5421	19	2	economic	economic	ADJ
ajase-5421	19	3	impact	impact	NOUN
ajase-5421	19	4	is	be	AUX
ajase-5421	19	5	not	not	PART
ajase-5421	19	6	only	only	ADV
ajase-5421	19	7	confined	confine	VERB
ajase-5421	19	8	to	to	ADP
ajase-5421	19	9	immediate	immediate	ADJ
ajase-5421	19	10	loss	loss	NOUN
ajase-5421	19	11	on	on	ADP
ajase-5421	19	12	a	a	DET
ajase-5421	19	13	short	short	ADJ
ajase-5421	19	14	-	-	PUNCT
ajase-5421	19	15	term	term	NOUN
ajase-5421	19	16	scale	scale	NOUN
ajase-5421	19	17	but	but	CCONJ
ajase-5421	19	18	also	also	ADV
ajase-5421	19	19	reaches	reach	VERB
ajase-5421	19	20	into	into	ADP
ajase-5421	19	21	healthcare	healthcare	NOUN
ajase-5421	19	22	services	service	NOUN
ajase-5421	19	23	,	,	PUNCT
ajase-5421	19	24	schools	school	NOUN
ajase-5421	19	25	,	,	PUNCT
ajase-5421	19	26	productivity	productivity	NOUN
ajase-5421	19	27	in	in	ADP
ajase-5421	19	28	industries	industry	NOUN
ajase-5421	19	29	,	,	PUNCT
ajase-5421	19	30	as	as	ADV
ajase-5421	19	31	well	well	ADV
ajase-5421	19	32	as	as	ADP
ajase-5421	19	33	small	small	ADJ
ajase-5421	19	34	-	-	PUNCT
ajase-5421	19	35	scale	scale	NOUN
ajase-5421	19	36	enterprises	enterprise	NOUN
ajase-5421	19	37	that	that	PRON
ajase-5421	19	38	are	be	AUX
ajase-5421	19	39	the	the	DET
ajase-5421	19	40	very	very	ADJ
ajase-5421	19	41	bedrock	bedrock	NOUN
ajase-5421	19	42	of	of	ADP
ajase-5421	19	43	the	the	DET
ajase-5421	19	44	nigerian	nigerian	ADJ
ajase-5421	19	45	economy	economy	NOUN
ajase-5421	19	46	(	(	PUNCT
ajase-5421	19	47	babatunde	babatunde	PROPN
ajase-5421	19	48	et	et	PROPN
ajase-5421	19	49	al	al	PROPN
ajase-5421	19	50	.	.	PROPN
ajase-5421	19	51	,	,	PUNCT
ajase-5421	19	52	2021	2021	NUM
ajase-5421	19	53	)	)	PUNCT
ajase-5421	19	54	.	.	PUNCT
ajase-5421	20	1	literature	literature	PROPN
ajase-5421	20	2	review	review	PROPN
ajase-5421	20	3	grid	grid	NOUN
ajase-5421	20	4	stability	stability	NOUN
ajase-5421	20	5	monitoring	monitoring	NOUN
ajase-5421	20	6	in	in	ADP
ajase-5421	20	7	developing	develop	VERB
ajase-5421	20	8	countries	country	NOUN
ajase-5421	20	9	monitoring	monitoring	NOUN
ajase-5421	20	10	of	of	ADP
ajase-5421	20	11	electric	electric	ADJ
ajase-5421	20	12	grids	grid	NOUN
ajase-5421	20	13	in	in	ADP
ajase-5421	20	14	developing	develop	VERB
ajase-5421	20	15	countries	country	NOUN
ajase-5421	20	16	has	have	AUX
ajase-5421	20	17	gained	gain	VERB
ajase-5421	20	18	attention	attention	NOUN
ajase-5421	20	19	in	in	ADP
ajase-5421	20	20	research	research	NOUN
ajase-5421	20	21	lately	lately	ADV
ajase-5421	20	22	.	.	PUNCT
ajase-5421	21	1	issues	issue	NOUN
ajase-5421	21	2	surrounding	surround	VERB
ajase-5421	21	3	instability	instability	NOUN
ajase-5421	21	4	in	in	ADP
ajase-5421	21	5	power	power	NOUN
ajase-5421	21	6	systems	system	NOUN
ajase-5421	21	7	in	in	ADP
ajase-5421	21	8	west	west	PROPN
ajase-5421	21	9	africa	africa	PROPN
ajase-5421	21	10	have	have	AUX
ajase-5421	21	11	been	be	AUX
ajase-5421	21	12	studied	study	VERB
ajase-5421	21	13	by	by	ADP
ajase-5421	21	14	adetokun	adetokun	NOUN
ajase-5421	21	15	et	et	PROPN
ajase-5421	21	16	al	al	PROPN
ajase-5421	21	17	.	.	PROPN
ajase-5421	22	1	(	(	PUNCT
ajase-5421	22	2	2021	2021	NUM
ajase-5421	22	3	)	)	PUNCT
ajase-5421	23	1	with	with	ADP
ajase-5421	23	2	regard	regard	NOUN
ajase-5421	23	3	to	to	ADP
ajase-5421	23	4	identifying	identify	VERB
ajase-5421	23	5	prevalent	prevalent	ADJ
ajase-5421	23	6	trends	trend	NOUN
ajase-5421	23	7	in	in	ADP
ajase-5421	23	8	grid	grid	NOUN
ajase-5421	23	9	instability	instability	NOUN
ajase-5421	23	10	in	in	ADP
ajase-5421	23	11	the	the	DET
ajase-5421	23	12	region	region	NOUN
ajase-5421	23	13	.	.	PUNCT
ajase-5421	24	1	they	they	PRON
ajase-5421	24	2	concluded	conclude	VERB
ajase-5421	24	3	,	,	PUNCT
ajase-5421	24	4	following	follow	VERB
ajase-5421	24	5	a	a	DET
ajase-5421	24	6	ten	ten	NUM
ajase-5421	24	7	-	-	PUNCT
ajase-5421	24	8	year	year	NOUN
ajase-5421	24	9	study	study	NOUN
ajase-5421	24	10	in	in	ADP
ajase-5421	24	11	15	15	NUM
ajase-5421	24	12	countries	country	NOUN
ajase-5421	24	13	,	,	PUNCT
ajase-5421	24	14	with	with	ADP
ajase-5421	24	15	nigeria	nigeria	PROPN
ajase-5421	24	16	leading	lead	VERB
ajase-5421	24	17	in	in	ADP
ajase-5421	24	18	grid	grid	NOUN
ajase-5421	24	19	failure	failure	NOUN
ajase-5421	24	20	at	at	ADP
ajase-5421	24	21	an	an	DET
ajase-5421	24	22	average	average	ADJ
ajase-5421	24	23	monthly	monthly	ADJ
ajase-5421	24	24	4.2	4.2	NUM
ajase-5421	24	25	collapse	collapse	NOUN
ajase-5421	24	26	,	,	PUNCT
ajase-5421	24	27	as	as	SCONJ
ajase-5421	24	28	compared	compare	VERB
ajase-5421	24	29	with	with	ADP
ajase-5421	24	30	ghana	ghana	PROPN
ajase-5421	24	31	at	at	ADP
ajase-5421	24	32	1.8	1.8	NUM
ajase-5421	24	33	,	,	PUNCT
ajase-5421	24	34	senegal	senegal	NOUN
ajase-5421	24	35	at	at	ADP
ajase-5421	24	36	2.1	2.1	NUM
ajase-5421	24	37	,	,	PUNCT
ajase-5421	24	38	and	and	CCONJ
ajase-5421	24	39	côte	côte	NOUN
ajase-5421	24	40	d’ivoire	d’ivoire	NOUN
ajase-5421	24	41	at	at	ADP
ajase-5421	24	42	1.4	1.4	NUM
ajase-5421	24	43	.	.	PUNCT
ajase-5421	25	1	authors	author	NOUN
ajase-5421	25	2	explained	explain	VERB
ajase-5421	25	3	these	these	DET
ajase-5421	25	4	issues	issue	NOUN
ajase-5421	25	5	as	as	ADP
ajase-5421	25	6	resulting	result	VERB
ajase-5421	25	7	from	from	ADP
ajase-5421	25	8	a	a	DET
ajase-5421	25	9	lack	lack	NOUN
ajase-5421	25	10	of	of	ADP
ajase-5421	25	11	a	a	DET
ajase-5421	25	12	proper	proper	ADJ
ajase-5421	25	13	monitoring	monitoring	NOUN
ajase-5421	25	14	infrastructure	infrastructure	NOUN
ajase-5421	25	15	coupled	couple	VERB
ajase-5421	25	16	with	with	ADP
ajase-5421	25	17	limited	limited	ADJ
ajase-5421	25	18	real	real	ADJ
ajase-5421	25	19	-	-	PUNCT
ajase-5421	25	20	time	time	NOUN
ajase-5421	25	21	controls	control	NOUN
ajase-5421	25	22	capabilities	capability	NOUN
ajase-5421	25	23	.	.	PUNCT
ajase-5421	26	1	based	base	VERB
ajase-5421	26	2	on	on	ADP
ajase-5421	26	3	this	this	DET
ajase-5421	26	4	local	local	ADJ
ajase-5421	26	5	context	context	NOUN
ajase-5421	26	6	,	,	PUNCT
ajase-5421	26	7	musa	musa	PROPN
ajase-5421	26	8	and	and	CCONJ
ajase-5421	26	9	ibrahim	ibrahim	PROPN
ajase-5421	26	10	(	(	PUNCT
ajase-5421	26	11	2022	2022	NUM
ajase-5421	26	12	)	)	PUNCT
ajase-5421	26	13	tackled	tackle	VERB
ajase-5421	26	14	the	the	DET
ajase-5421	26	15	specific	specific	ADJ
ajase-5421	26	16	technical	technical	ADJ
ajase-5421	26	17	character	character	NOUN
ajase-5421	26	18	of	of	ADP
ajase-5421	26	19	nigerian	nigerian	ADJ
ajase-5421	26	20	grid	grid	NOUN
ajase-5421	26	21	instability	instability	NOUN
ajase-5421	26	22	.	.	PUNCT
ajase-5421	27	1	from	from	ADP
ajase-5421	27	2	an	an	DET
ajase-5421	27	3	analysis	analysis	NOUN
ajase-5421	27	4	of	of	ADP
ajase-5421	27	5	500	500	NUM
ajase-5421	27	6	grid	grid	NOUN
ajase-5421	27	7	collapse	collapse	NOUN
ajase-5421	27	8	incidents	incident	NOUN
ajase-5421	27	9	between	between	ADP
ajase-5421	27	10	2018	2018	NUM
ajase-5421	27	11	-	-	SYM
ajase-5421	27	12	2021	2021	NUM
ajase-5421	27	13	,	,	PUNCT
ajase-5421	27	14	they	they	PRON
ajase-5421	27	15	determined	determine	VERB
ajase-5421	27	16	specific	specific	ADJ
ajase-5421	27	17	seasonal	seasonal	ADJ
ajase-5421	27	18	and	and	CCONJ
ajase-5421	27	19	time	time	NOUN
ajase-5421	27	20	-	-	PUNCT
ajase-5421	27	21	related	relate	VERB
ajase-5421	27	22	patterns	pattern	NOUN
ajase-5421	27	23	,	,	PUNCT
ajase-5421	27	24	such	such	ADJ
ajase-5421	27	25	as	as	ADP
ajase-5421	27	26	67	67	NUM
ajase-5421	27	27	%	%	NOUN
ajase-5421	27	28	of	of	ADP
ajase-5421	27	29	the	the	DET
ajase-5421	27	30	incidents	incident	NOUN
ajase-5421	27	31	occurring	occur	VERB
ajase-5421	27	32	between	between	ADP
ajase-5421	27	33	november	november	PROPN
ajase-5421	27	34	-	-	PUNCT
ajase-5421	27	35	march	march	PROPN
ajase-5421	27	36	,	,	PUNCT
ajase-5421	27	37	a	a	DET
ajase-5421	27	38	dry	dry	ADJ
ajase-5421	27	39	season	season	NOUN
ajase-5421	27	40	,	,	PUNCT
ajase-5421	27	41	and	and	CCONJ
ajase-5421	27	42	43	43	NUM
ajase-5421	27	43	%	%	NOUN
ajase-5421	27	44	between	between	ADP
ajase-5421	27	45	2	2	NUM
ajase-5421	27	46	pm-6	pm-6	NOUN
ajase-5421	27	47	pm	pm	NOUN
ajase-5421	27	48	,	,	PUNCT
ajase-5421	27	49	an	an	DET
ajase-5421	27	50	interval	interval	NOUN
ajase-5421	27	51	with	with	ADP
ajase-5421	27	52	a	a	DET
ajase-5421	27	53	high	high	ADJ
ajase-5421	27	54	demand	demand	NOUN
ajase-5421	27	55	for	for	ADP
ajase-5421	27	56	cooling	cool	VERB
ajase-5421	27	57	.	.	PUNCT
ajase-5421	28	1	these	these	DET
ajase-5421	28	2	clusters	cluster	NOUN
ajase-5421	28	3	of	of	ADP
ajase-5421	28	4	incidents	incident	NOUN
ajase-5421	28	5	imply	imply	VERB
ajase-5421	28	6	a	a	DET
ajase-5421	28	7	set	set	NOUN
ajase-5421	28	8	of	of	ADP
ajase-5421	28	9	pa	pa	PROPN
ajase-5421	28	10	ge	ge	PROPN
ajase-5421	28	11	15	15	NUM
ajase-5421	28	12	5	5	NUM
ajase-5421	28	13	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	28	14	am	am	NOUN
ajase-5421	28	15	.	.	PUNCT
ajase-5421	29	1	j.	j.	PROPN
ajase-5421	29	2	appl	appl	PROPN
ajase-5421	29	3	.	.	PROPN
ajase-5421	30	1	stat	stat	PROPN
ajase-5421	30	2	.	.	PUNCT
ajase-5421	31	1	econ	econ	PROPN
ajase-5421	31	2	.	.	PUNCT
ajase-5421	32	1	4(1	4(1	X
ajase-5421	32	2	)	)	PUNCT
ajase-5421	32	3	154	154	NUM
ajase-5421	32	4	-	-	SYM
ajase-5421	32	5	165	165	NUM
ajase-5421	32	6	,	,	PUNCT
ajase-5421	32	7	2025	2025	NUM
ajase-5421	32	8	consistent	consistent	ADJ
ajase-5421	32	9	patterns	pattern	NOUN
ajase-5421	32	10	on	on	ADP
ajase-5421	32	11	which	which	PRON
ajase-5421	32	12	sophisticated	sophisticated	ADJ
ajase-5421	32	13	monitoring	monitoring	NOUN
ajase-5421	32	14	systems	system	NOUN
ajase-5421	32	15	could	could	AUX
ajase-5421	32	16	base	base	VERB
ajase-5421	32	17	early	early	ADJ
ajase-5421	32	18	warnings	warning	NOUN
ajase-5421	32	19	.	.	PUNCT
ajase-5421	33	1	the	the	DET
ajase-5421	33	2	recent	recent	ADJ
ajase-5421	33	3	studies	study	NOUN
ajase-5421	33	4	in	in	ADP
ajase-5421	33	5	the	the	DET
ajase-5421	33	6	nigerian	nigerian	ADJ
ajase-5421	33	7	power	power	NOUN
ajase-5421	33	8	sector	sector	NOUN
ajase-5421	33	9	have	have	AUX
ajase-5421	33	10	brought	bring	VERB
ajase-5421	33	11	into	into	ADP
ajase-5421	33	12	perspective	perspective	NOUN
ajase-5421	33	13	a	a	DET
ajase-5421	33	14	sense	sense	NOUN
ajase-5421	33	15	of	of	ADP
ajase-5421	33	16	emergency	emergency	NOUN
ajase-5421	33	17	regarding	regard	VERB
ajase-5421	33	18	more	more	ADJ
ajase-5421	33	19	monitoring	monitoring	NOUN
ajase-5421	33	20	and	and	CCONJ
ajase-5421	33	21	controlling	control	VERB
ajase-5421	33	22	strategies	strategy	NOUN
ajase-5421	33	23	.	.	PUNCT
ajase-5421	34	1	adebayo	adebayo	PROPN
ajase-5421	34	2	et	et	PROPN
ajase-5421	34	3	al	al	PROPN
ajase-5421	34	4	.	.	PROPN
ajase-5421	34	5	(	(	PUNCT
ajase-5421	34	6	2022	2022	NUM
ajase-5421	34	7	)	)	PUNCT
ajase-5421	34	8	closely	closely	ADV
ajase-5421	34	9	studied	study	VERB
ajase-5421	34	10	how	how	SCONJ
ajase-5421	34	11	often	often	ADV
ajase-5421	34	12	grid	grid	ADJ
ajase-5421	34	13	collapse	collapse	NOUN
ajase-5421	34	14	occurred	occur	VERB
ajase-5421	34	15	from	from	ADP
ajase-5421	34	16	a	a	DET
ajase-5421	34	17	monitoring	monitoring	NOUN
ajase-5421	34	18	perspective	perspective	NOUN
ajase-5421	34	19	and	and	CCONJ
ajase-5421	34	20	highlighted	highlight	VERB
ajase-5421	34	21	poor	poor	ADJ
ajase-5421	34	22	monitoring	monitoring	NOUN
ajase-5421	34	23	as	as	ADP
ajase-5421	34	24	a	a	DET
ajase-5421	34	25	key	key	ADJ
ajase-5421	34	26	factor	factor	NOUN
ajase-5421	34	27	.	.	PUNCT
ajase-5421	35	1	in	in	ADP
ajase-5421	35	2	a	a	DET
ajase-5421	35	3	study	study	NOUN
ajase-5421	35	4	of	of	ADP
ajase-5421	35	5	50	50	NUM
ajase-5421	35	6	grid	grid	NOUN
ajase-5421	35	7	collapse	collapse	NOUN
ajase-5421	35	8	cases	case	NOUN
ajase-5421	35	9	between	between	ADP
ajase-5421	35	10	2020	2020	NUM
ajase-5421	35	11	-	-	SYM
ajase-5421	35	12	2022	2022	NUM
ajase-5421	35	13	,	,	PUNCT
ajase-5421	35	14	they	they	PRON
ajase-5421	35	15	found	find	VERB
ajase-5421	35	16	that	that	SCONJ
ajase-5421	35	17	a	a	DET
ajase-5421	35	18	staggering	staggering	ADJ
ajase-5421	35	19	68	68	NUM
ajase-5421	35	20	%	%	NOUN
ajase-5421	35	21	would	would	AUX
ajase-5421	35	22	have	have	AUX
ajase-5421	35	23	been	be	AUX
ajase-5421	35	24	averted	avert	VERB
ajase-5421	35	25	with	with	ADP
ajase-5421	35	26	an	an	DET
ajase-5421	35	27	early	early	ADJ
ajase-5421	35	28	warning	warning	NOUN
ajase-5421	35	29	system	system	NOUN
ajase-5421	35	30	.	.	PUNCT
ajase-5421	36	1	time	time	PROPN
ajase-5421	36	2	series	series	PROPN
ajase-5421	36	3	analysis	analysis	NOUN
ajase-5421	36	4	applications	application	NOUN
ajase-5421	36	5	in	in	ADP
ajase-5421	36	6	power	power	NOUN
ajase-5421	36	7	systems	system	NOUN
ajase-5421	36	8	the	the	DET
ajase-5421	36	9	way	way	NOUN
ajase-5421	36	10	we	we	PRON
ajase-5421	36	11	use	use	VERB
ajase-5421	36	12	time	time	NOUN
ajase-5421	36	13	series	series	NOUN
ajase-5421	36	14	analysis	analysis	NOUN
ajase-5421	36	15	to	to	PART
ajase-5421	36	16	track	track	VERB
ajase-5421	36	17	power	power	NOUN
ajase-5421	36	18	systems	system	NOUN
ajase-5421	36	19	has	have	AUX
ajase-5421	36	20	really	really	ADV
ajase-5421	36	21	changed	change	VERB
ajase-5421	36	22	dramatically	dramatically	ADV
ajase-5421	36	23	in	in	ADP
ajase-5421	36	24	recent	recent	ADJ
ajase-5421	36	25	times	time	NOUN
ajase-5421	36	26	.	.	PUNCT
ajase-5421	37	1	for	for	ADP
ajase-5421	37	2	instance	instance	NOUN
ajase-5421	37	3	,	,	PUNCT
ajase-5421	37	4	petrova	petrova	PROPN
ajase-5421	37	5	and	and	CCONJ
ajase-5421	37	6	kovač	kovač	VERB
ajase-5421	37	7	(	(	PUNCT
ajase-5421	37	8	2021	2021	NUM
ajase-5421	37	9	)	)	PUNCT
ajase-5421	37	10	showed	show	VERB
ajase-5421	37	11	the	the	DET
ajase-5421	37	12	efficacy	efficacy	NOUN
ajase-5421	37	13	of	of	ADP
ajase-5421	37	14	seasonal	seasonal	ADJ
ajase-5421	37	15	decomposition	decomposition	NOUN
ajase-5421	37	16	methods	method	NOUN
ajase-5421	37	17	in	in	ADP
ajase-5421	37	18	measuring	measure	VERB
ajase-5421	37	19	anomalies	anomaly	NOUN
ajase-5421	37	20	in	in	ADP
ajase-5421	37	21	european	european	ADJ
ajase-5421	37	22	grids	grid	NOUN
ajase-5421	37	23	at	at	ADP
ajase-5421	37	24	a	a	DET
ajase-5421	37	25	whopping	whopping	ADJ
ajase-5421	37	26	91	91	NUM
ajase-5421	37	27	%	%	NOUN
ajase-5421	37	28	accuracy	accuracy	NOUN
ajase-5421	37	29	in	in	ADP
ajase-5421	37	30	picking	pick	VERB
ajase-5421	37	31	up	up	ADP
ajase-5421	37	32	conditions	condition	NOUN
ajase-5421	37	33	likely	likely	ADJ
ajase-5421	37	34	to	to	PART
ajase-5421	37	35	lead	lead	VERB
ajase-5421	37	36	to	to	ADP
ajase-5421	37	37	faults	fault	NOUN
ajase-5421	37	38	.	.	PUNCT
ajase-5421	38	1	however	however	ADV
ajase-5421	38	2	,	,	PUNCT
ajase-5421	38	3	their	their	PRON
ajase-5421	38	4	model	model	NOUN
ajase-5421	38	5	relied	rely	VERB
ajase-5421	38	6	on	on	ADP
ajase-5421	38	7	consumption	consumption	NOUN
ajase-5421	38	8	behavior	behavior	NOUN
ajase-5421	38	9	staying	stay	VERB
ajase-5421	38	10	constant	constant	ADJ
ajase-5421	38	11	,	,	PUNCT
ajase-5421	38	12	which	which	PRON
ajase-5421	38	13	is	be	AUX
ajase-5421	38	14	far	far	ADV
ajase-5421	38	15	from	from	ADP
ajase-5421	38	16	the	the	DET
ajase-5421	38	17	way	way	NOUN
ajase-5421	38	18	nigeria	nigeria	PROPN
ajase-5421	38	19	’s	’s	PART
ajase-5421	38	20	unstable	unstable	ADJ
ajase-5421	38	21	grid	grid	NOUN
ajase-5421	38	22	condition	condition	NOUN
ajase-5421	38	23	is	be	AUX
ajase-5421	38	24	.	.	PUNCT
ajase-5421	39	1	in	in	ADP
ajase-5421	39	2	a	a	DET
ajase-5421	39	3	more	more	ADV
ajase-5421	39	4	relevant	relevant	ADJ
ajase-5421	39	5	research	research	NOUN
ajase-5421	39	6	to	to	ADP
ajase-5421	39	7	nigeria	nigeria	PROPN
ajase-5421	39	8	,	,	PUNCT
ajase-5421	39	9	kumar	kumar	PROPN
ajase-5421	39	10	and	and	CCONJ
ajase-5421	39	11	singh	singh	PROPN
ajase-5421	39	12	(	(	PUNCT
ajase-5421	39	13	2022	2022	NUM
ajase-5421	39	14	)	)	PUNCT
ajase-5421	39	15	constructed	construct	VERB
ajase-5421	39	16	adaptive	adaptive	ADJ
ajase-5421	39	17	time	time	NOUN
ajase-5421	39	18	series	series	NOUN
ajase-5421	39	19	models	model	NOUN
ajase-5421	39	20	particular	particular	ADJ
ajase-5421	39	21	to	to	ADP
ajase-5421	39	22	indian	indian	ADJ
ajase-5421	39	23	power	power	NOUN
ajase-5421	39	24	networks	network	NOUN
ajase-5421	39	25	,	,	PUNCT
ajase-5421	39	26	which	which	PRON
ajase-5421	39	27	have	have	VERB
ajase-5421	39	28	much	much	ADJ
ajase-5421	39	29	in	in	ADP
ajase-5421	39	30	common	common	ADJ
ajase-5421	39	31	with	with	ADP
ajase-5421	39	32	nigeria	nigeria	PROPN
ajase-5421	39	33	,	,	PUNCT
ajase-5421	39	34	including	include	VERB
ajase-5421	39	35	frequent	frequent	ADJ
ajase-5421	39	36	power	power	NOUN
ajase-5421	39	37	outages	outage	NOUN
ajase-5421	39	38	and	and	CCONJ
ajase-5421	39	39	fluctuating	fluctuate	VERB
ajase-5421	39	40	consumption	consumption	NOUN
ajase-5421	39	41	.	.	PUNCT
ajase-5421	40	1	their	their	PRON
ajase-5421	40	2	innovative	innovative	ADJ
ajase-5421	40	3	stl	stl	PROPN
ajase-5421	40	4	(	(	PUNCT
ajase-5421	40	5	seasonal	seasonal	ADJ
ajase-5421	40	6	and	and	CCONJ
ajase-5421	40	7	trend	trend	NOUN
ajase-5421	40	8	decomposition	decomposition	NOUN
ajase-5421	40	9	using	use	VERB
ajase-5421	40	10	loess	loess	NOUN
ajase-5421	40	11	)	)	PUNCT
ajase-5421	40	12	method	method	NOUN
ajase-5421	40	13	,	,	PUNCT
ajase-5421	40	14	which	which	PRON
ajase-5421	40	15	included	include	VERB
ajase-5421	40	16	processing	processing	NOUN
ajase-5421	40	17	for	for	ADP
ajase-5421	40	18	“	"	PUNCT
ajase-5421	40	19	planned	plan	VERB
ajase-5421	40	20	interruptions	interruption	NOUN
ajase-5421	40	21	,	,	PUNCT
ajase-5421	40	22	”	"	PUNCT
ajase-5421	40	23	was	be	AUX
ajase-5421	40	24	capable	capable	ADJ
ajase-5421	40	25	of	of	ADP
ajase-5421	40	26	capturing	capture	VERB
ajase-5421	40	27	83	83	NUM
ajase-5421	40	28	%	%	NOUN
ajase-5421	40	29	accuracy	accuracy	NOUN
ajase-5421	40	30	in	in	ADP
ajase-5421	40	31	detecting	detect	VERB
ajase-5421	40	32	anomalies	anomaly	NOUN
ajase-5421	40	33	,	,	PUNCT
ajase-5421	40	34	providing	provide	VERB
ajase-5421	40	35	a	a	DET
ajase-5421	40	36	solid	solid	ADJ
ajase-5421	40	37	groundwork	groundwork	NOUN
ajase-5421	40	38	for	for	ADP
ajase-5421	40	39	such	such	ADJ
ajase-5421	40	40	applications	application	NOUN
ajase-5421	40	41	in	in	ADP
ajase-5421	40	42	nigeria	nigeria	PROPN
ajase-5421	40	43	.	.	PUNCT
ajase-5421	41	1	it	it	PRON
ajase-5421	41	2	’s	’	VERB
ajase-5421	41	3	also	also	ADV
ajase-5421	41	4	now	now	ADV
ajase-5421	41	5	clear	clear	ADJ
ajase-5421	41	6	that	that	SCONJ
ajase-5421	41	7	the	the	DET
ajase-5421	41	8	inclusion	inclusion	NOUN
ajase-5421	41	9	of	of	ADP
ajase-5421	41	10	external	external	ADJ
ajase-5421	41	11	factors	factor	NOUN
ajase-5421	41	12	in	in	ADP
ajase-5421	41	13	time	time	NOUN
ajase-5421	41	14	series	series	NOUN
ajase-5421	41	15	analysis	analysis	NOUN
ajase-5421	41	16	is	be	AUX
ajase-5421	41	17	crucial	crucial	ADJ
ajase-5421	41	18	for	for	ADP
ajase-5421	41	19	effective	effective	ADJ
ajase-5421	41	20	grid	grid	NOUN
ajase-5421	41	21	monitoring	monitoring	NOUN
ajase-5421	41	22	.	.	PUNCT
ajase-5421	42	1	for	for	ADP
ajase-5421	42	2	example	example	NOUN
ajase-5421	42	3	,	,	PUNCT
ajase-5421	42	4	liu	liu	PROPN
ajase-5421	42	5	et	et	PROPN
ajase-5421	42	6	al	al	PROPN
ajase-5421	42	7	.	.	PROPN
ajase-5421	42	8	(	(	PUNCT
ajase-5421	42	9	2023	2023	NUM
ajase-5421	42	10	)	)	PUNCT
ajase-5421	42	11	found	find	VERB
ajase-5421	42	12	that	that	SCONJ
ajase-5421	42	13	the	the	DET
ajase-5421	42	14	inclusion	inclusion	NOUN
ajase-5421	42	15	of	of	ADP
ajase-5421	42	16	weather	weather	NOUN
ajase-5421	42	17	data	datum	NOUN
ajase-5421	42	18	enhanced	enhance	VERB
ajase-5421	42	19	anomaly	anomaly	NOUN
ajase-5421	42	20	detection	detection	NOUN
ajase-5421	42	21	quality	quality	NOUN
ajase-5421	42	22	by	by	ADP
ajase-5421	42	23	23	23	NUM
ajase-5421	42	24	%	%	NOUN
ajase-5421	42	25	in	in	ADP
ajase-5421	42	26	power	power	NOUN
ajase-5421	42	27	systems	system	NOUN
ajase-5421	42	28	located	locate	VERB
ajase-5421	42	29	in	in	ADP
ajase-5421	42	30	tropical	tropical	ADJ
ajase-5421	42	31	climates	climate	NOUN
ajase-5421	42	32	.	.	PUNCT
ajase-5421	43	1	their	their	PRON
ajase-5421	43	2	analysis	analysis	NOUN
ajase-5421	43	3	of	of	ADP
ajase-5421	43	4	southeast	southeast	ADJ
ajase-5421	43	5	asian	asian	ADJ
ajase-5421	43	6	grids	grid	NOUN
ajase-5421	43	7	revealed	reveal	VERB
ajase-5421	43	8	that	that	SCONJ
ajase-5421	43	9	monsoon	monsoon	NOUN
ajase-5421	43	10	patterns	pattern	NOUN
ajase-5421	43	11	,	,	PUNCT
ajase-5421	43	12	temperature	temperature	NOUN
ajase-5421	43	13	variations	variation	NOUN
ajase-5421	43	14	,	,	PUNCT
ajase-5421	43	15	and	and	CCONJ
ajase-5421	43	16	humidity	humidity	NOUN
ajase-5421	43	17	levels	level	NOUN
ajase-5421	43	18	greatly	greatly	ADV
ajase-5421	43	19	improved	improve	VERB
ajase-5421	43	20	predictive	predictive	ADJ
ajase-5421	43	21	ability	ability	NOUN
ajase-5421	43	22	information	information	NOUN
ajase-5421	43	23	with	with	ADP
ajase-5421	43	24	direct	direct	ADJ
ajase-5421	43	25	relevance	relevance	NOUN
ajase-5421	43	26	to	to	ADP
ajase-5421	43	27	nigeria	nigeria	PROPN
ajase-5421	43	28	’s	’s	PART
ajase-5421	43	29	tropical	tropical	ADJ
ajase-5421	43	30	climate	climate	NOUN
ajase-5421	43	31	.	.	PUNCT
ajase-5421	44	1	beyond	beyond	ADP
ajase-5421	44	2	that	that	PRON
ajase-5421	44	3	,	,	PUNCT
ajase-5421	44	4	social	social	ADJ
ajase-5421	44	5	and	and	CCONJ
ajase-5421	44	6	cultural	cultural	ADJ
ajase-5421	44	7	factors	factor	NOUN
ajase-5421	44	8	on	on	ADP
ajase-5421	44	9	power	power	NOUN
ajase-5421	44	10	consumption	consumption	NOUN
ajase-5421	44	11	have	have	AUX
ajase-5421	44	12	not	not	PART
ajase-5421	44	13	been	be	AUX
ajase-5421	44	14	fully	fully	ADV
ajase-5421	44	15	investigated	investigate	VERB
ajase-5421	44	16	in	in	ADP
ajase-5421	44	17	the	the	DET
ajase-5421	44	18	literature	literature	NOUN
ajase-5421	44	19	up	up	ADP
ajase-5421	44	20	to	to	ADP
ajase-5421	44	21	now	now	ADV
ajase-5421	44	22	.	.	PUNCT
ajase-5421	45	1	ogundimu	ogundimu	NOUN
ajase-5421	45	2	(	(	PUNCT
ajase-5421	45	3	2022	2022	NUM
ajase-5421	45	4	)	)	PUNCT
ajase-5421	45	5	was	be	AUX
ajase-5421	45	6	the	the	DET
ajase-5421	45	7	first	first	ADJ
ajase-5421	45	8	to	to	PART
ajase-5421	45	9	break	break	VERB
ajase-5421	45	10	this	this	DET
ajase-5421	45	11	ground	ground	NOUN
ajase-5421	45	12	when	when	SCONJ
ajase-5421	45	13	researching	research	VERB
ajase-5421	45	14	nigerian	nigerian	ADJ
ajase-5421	45	15	cultural	cultural	ADJ
ajase-5421	45	16	practices	practice	NOUN
ajase-5421	45	17	on	on	ADP
ajase-5421	45	18	electrical	electrical	ADJ
ajase-5421	45	19	consumption	consumption	NOUN
ajase-5421	45	20	.	.	PUNCT
ajase-5421	46	1	his	his	PRON
ajase-5421	46	2	work	work	NOUN
ajase-5421	46	3	indicated	indicate	VERB
ajase-5421	46	4	that	that	SCONJ
ajase-5421	46	5	market	market	NOUN
ajase-5421	46	6	days	day	NOUN
ajase-5421	46	7	contribute	contribute	VERB
ajase-5421	46	8	to	to	ADP
ajase-5421	46	9	a	a	DET
ajase-5421	46	10	surge	surge	NOUN
ajase-5421	46	11	of	of	ADP
ajase-5421	46	12	25	25	NUM
ajase-5421	46	13	-	-	SYM
ajase-5421	46	14	40	40	NUM
ajase-5421	46	15	%	%	NOUN
ajase-5421	46	16	in	in	ADP
ajase-5421	46	17	rural	rural	ADJ
ajase-5421	46	18	consumption	consumption	NOUN
ajase-5421	46	19	,	,	PUNCT
ajase-5421	46	20	whereas	whereas	SCONJ
ajase-5421	46	21	religious	religious	ADJ
ajase-5421	46	22	days	day	NOUN
ajase-5421	46	23	result	result	VERB
ajase-5421	46	24	in	in	ADP
ajase-5421	46	25	uniformly	uniformly	ADV
ajase-5421	46	26	predictable	predictable	ADJ
ajase-5421	46	27	drops	drop	NOUN
ajase-5421	46	28	of	of	ADP
ajase-5421	46	29	15	15	NUM
ajase-5421	46	30	-	-	SYM
ajase-5421	46	31	20	20	NUM
ajase-5421	46	32	%	%	NOUN
ajase-5421	46	33	.	.	PUNCT
ajase-5421	47	1	this	this	DET
ajase-5421	47	2	observation	observation	NOUN
ajase-5421	47	3	suggests	suggest	VERB
ajase-5421	47	4	that	that	SCONJ
ajase-5421	47	5	there	there	PRON
ajase-5421	47	6	is	be	VERB
ajase-5421	47	7	a	a	DET
ajase-5421	47	8	requirement	requirement	NOUN
ajase-5421	47	9	for	for	ADP
ajase-5421	47	10	building	build	VERB
ajase-5421	47	11	anomaly	anomaly	NOUN
ajase-5421	47	12	detection	detection	NOUN
ajase-5421	47	13	algorithms	algorithm	NOUN
ajase-5421	47	14	with	with	ADP
ajase-5421	47	15	cultural	cultural	ADJ
ajase-5421	47	16	sensitivity	sensitivity	NOUN
ajase-5421	47	17	.	.	PUNCT
ajase-5421	48	1	machine	machine	NOUN
ajase-5421	48	2	learning	learn	VERB
ajase-5421	48	3	applications	application	NOUN
ajase-5421	48	4	in	in	ADP
ajase-5421	48	5	grid	grid	NOUN
ajase-5421	48	6	monitoring	monitoring	NOUN
ajase-5421	48	7	machine	machine	NOUN
ajase-5421	48	8	learning	learning	NOUN
ajase-5421	48	9	approaches	approach	NOUN
ajase-5421	48	10	for	for	ADP
ajase-5421	48	11	power	power	NOUN
ajase-5421	48	12	system	system	NOUN
ajase-5421	48	13	anomaly	anomaly	NOUN
ajase-5421	48	14	identification	identification	NOUN
ajase-5421	48	15	have	have	AUX
ajase-5421	48	16	been	be	AUX
ajase-5421	48	17	making	make	VERB
ajase-5421	48	18	waves	wave	NOUN
ajase-5421	48	19	in	in	ADP
ajase-5421	48	20	various	various	ADJ
ajase-5421	48	21	environments	environment	NOUN
ajase-5421	48	22	.	.	PUNCT
ajase-5421	49	1	for	for	ADP
ajase-5421	49	2	instance	instance	NOUN
ajase-5421	49	3	chen	chen	PROPN
ajase-5421	49	4	and	and	CCONJ
ajase-5421	49	5	wang	wang	PROPN
ajase-5421	49	6	(	(	PUNCT
ajase-5421	49	7	2021	2021	NUM
ajase-5421	49	8	)	)	PUNCT
ajase-5421	49	9	applied	apply	VERB
ajase-5421	49	10	isolation	isolation	NOUN
ajase-5421	49	11	forests	forest	NOUN
ajase-5421	49	12	to	to	PART
ajase-5421	49	13	suggest	suggest	VERB
ajase-5421	49	14	anomaly	anomaly	NOUN
ajase-5421	49	15	detection	detection	NOUN
ajase-5421	49	16	for	for	ADP
ajase-5421	49	17	power	power	NOUN
ajase-5421	49	18	grids	grid	NOUN
ajase-5421	49	19	,	,	PUNCT
ajase-5421	49	20	with	with	ADP
ajase-5421	49	21	a	a	DET
ajase-5421	49	22	87	87	NUM
ajase-5421	49	23	%	%	NOUN
ajase-5421	49	24	accuracy	accuracy	NOUN
ajase-5421	49	25	on	on	ADP
ajase-5421	49	26	test	test	NOUN
ajase-5421	49	27	grids	grid	NOUN
ajase-5421	49	28	,	,	PUNCT
ajase-5421	49	29	while	while	SCONJ
ajase-5421	49	30	patel	patel	PROPN
ajase-5421	49	31	et	et	PROPN
ajase-5421	49	32	al	al	PROPN
ajase-5421	49	33	.	.	PROPN
ajase-5421	50	1	(	(	PUNCT
ajase-5421	50	2	2022	2022	NUM
ajase-5421	50	3	)	)	PUNCT
ajase-5421	50	4	transferred	transfer	VERB
ajase-5421	50	5	machine	machine	NOUN
ajase-5421	50	6	learning	learning	NOUN
ajase-5421	50	7	models	model	NOUN
ajase-5421	50	8	into	into	ADP
ajase-5421	50	9	resource	resource	NOUN
ajase-5421	50	10	-	-	PUNCT
ajase-5421	50	11	constrained	constrain	VERB
ajase-5421	50	12	infrastructures	infrastructure	NOUN
ajase-5421	50	13	within	within	ADP
ajase-5421	50	14	power	power	NOUN
ajase-5421	50	15	grids	grid	NOUN
ajase-5421	50	16	in	in	ADP
ajase-5421	50	17	africa	africa	PROPN
ajase-5421	50	18	,	,	PUNCT
ajase-5421	50	19	with	with	ADP
ajase-5421	50	20	82	82	NUM
ajase-5421	50	21	%	%	NOUN
ajase-5421	50	22	accuracy	accuracy	NOUN
ajase-5421	50	23	with	with	ADP
ajase-5421	50	24	60	60	NUM
ajase-5421	50	25	%	%	NOUN
ajase-5421	50	26	less	less	ADJ
ajase-5421	50	27	computational	computational	ADJ
ajase-5421	50	28	resources	resource	NOUN
ajase-5421	50	29	compared	compare	VERB
ajase-5421	50	30	to	to	ADP
ajase-5421	50	31	legacy	legacy	NOUN
ajase-5421	50	32	methods	method	NOUN
ajase-5421	50	33	.	.	PUNCT
ajase-5421	51	1	their	their	PRON
ajase-5421	51	2	ensemble	ensemble	ADJ
ajase-5421	51	3	strategy	strategy	NOUN
ajase-5421	51	4	with	with	ADP
ajase-5421	51	5	low	low	ADJ
ajase-5421	51	6	weight	weight	NOUN
ajase-5421	51	7	for	for	ADP
ajase-5421	51	8	use	use	NOUN
ajase-5421	51	9	within	within	ADP
ajase-5421	51	10	baseline	baseline	ADJ
ajase-5421	51	11	equipment	equipment	NOUN
ajase-5421	51	12	addresses	address	NOUN
ajase-5421	51	13	deployment	deployment	ADJ
ajase-5421	51	14	issues	issue	NOUN
ajase-5421	51	15	in	in	ADP
ajase-5421	51	16	nigeria	nigeria	PROPN
ajase-5421	51	17	’s	’s	PART
ajase-5421	51	18	infrastructure	infrastructure	NOUN
ajase-5421	51	19	.	.	PUNCT
ajase-5421	52	1	both	both	DET
ajase-5421	52	2	research	research	NOUN
ajase-5421	52	3	studies	study	NOUN
ajase-5421	52	4	highlight	highlight	VERB
ajase-5421	52	5	the	the	DET
ajase-5421	52	6	potential	potential	NOUN
ajase-5421	52	7	that	that	SCONJ
ajase-5421	52	8	machine	machine	NOUN
ajase-5421	52	9	learning	learning	NOUN
ajase-5421	52	10	presents	present	NOUN
ajase-5421	52	11	in	in	ADP
ajase-5421	52	12	power	power	NOUN
ajase-5421	52	13	system	system	NOUN
ajase-5421	52	14	anomaly	anomaly	NOUN
ajase-5421	52	15	detection	detection	NOUN
ajase-5421	52	16	.	.	PUNCT
ajase-5421	53	1	in	in	ADP
ajase-5421	53	2	comparison	comparison	NOUN
ajase-5421	53	3	,	,	PUNCT
ajase-5421	53	4	ogundipe	ogundipe	NOUN
ajase-5421	53	5	and	and	CCONJ
ajase-5421	53	6	apata	apata	NOUN
ajase-5421	53	7	(	(	PUNCT
ajase-5421	53	8	2023	2023	NUM
ajase-5421	53	9	)	)	PUNCT
ajase-5421	53	10	used	use	VERB
ajase-5421	53	11	machine	machine	NOUN
ajase-5421	53	12	learning	learn	VERB
ajase-5421	53	13	techniques	technique	NOUN
ajase-5421	53	14	to	to	PART
ajase-5421	53	15	forecast	forecast	VERB
ajase-5421	53	16	load	load	NOUN
ajase-5421	53	17	behavior	behavior	NOUN
ajase-5421	53	18	in	in	ADP
ajase-5421	53	19	the	the	DET
ajase-5421	53	20	distribution	distribution	NOUN
ajase-5421	53	21	networks	network	NOUN
ajase-5421	53	22	of	of	ADP
ajase-5421	53	23	lagos	lago	NOUN
ajase-5421	53	24	and	and	CCONJ
ajase-5421	53	25	abuja	abuja	NOUN
ajase-5421	53	26	with	with	ADP
ajase-5421	53	27	a	a	DET
ajase-5421	53	28	remarkable	remarkable	ADJ
ajase-5421	53	29	78	78	NUM
ajase-5421	53	30	%	%	NOUN
ajase-5421	53	31	accuracy	accuracy	NOUN
ajase-5421	53	32	in	in	ADP
ajase-5421	53	33	their	their	PRON
ajase-5421	53	34	demand	demand	NOUN
ajase-5421	53	35	prediction	prediction	NOUN
ajase-5421	53	36	.	.	PUNCT
ajase-5421	54	1	their	their	PRON
ajase-5421	54	2	research	research	NOUN
ajase-5421	54	3	was	be	AUX
ajase-5421	54	4	mostly	mostly	ADV
ajase-5421	54	5	concerned	concerned	ADJ
ajase-5421	54	6	with	with	ADP
ajase-5421	54	7	predicting	predict	VERB
ajase-5421	54	8	loads	load	NOUN
ajase-5421	54	9	rather	rather	ADV
ajase-5421	54	10	than	than	ADP
ajase-5421	54	11	detecting	detect	VERB
ajase-5421	54	12	anomalies	anomaly	NOUN
ajase-5421	54	13	.	.	PUNCT
ajase-5421	55	1	similarly	similarly	ADV
ajase-5421	55	2	,	,	PUNCT
ajase-5421	55	3	okafor	okafor	PROPN
ajase-5421	55	4	et	et	PROPN
ajase-5421	55	5	al	al	PROPN
ajase-5421	55	6	.	.	PROPN
ajase-5421	55	7	(	(	PUNCT
ajase-5421	55	8	2021	2021	NUM
ajase-5421	55	9	)	)	PUNCT
ajase-5421	55	10	and	and	CCONJ
ajase-5421	55	11	ifeanyi	ifeanyi	PROPN
ajase-5421	55	12	et	et	PROPN
ajase-5421	55	13	al	al	PROPN
ajase-5421	55	14	.	.	PROPN
ajase-5421	55	15	,	,	PUNCT
ajase-5421	55	16	2025	2025	NUM
ajase-5421	55	17	in	in	ADP
ajase-5421	55	18	their	their	PRON
ajase-5421	55	19	various	various	ADJ
ajase-5421	55	20	studies	study	NOUN
ajase-5421	55	21	employed	employ	VERB
ajase-5421	55	22	neural	neural	ADJ
ajase-5421	55	23	networks	network	NOUN
ajase-5421	55	24	for	for	ADP
ajase-5421	55	25	transmission	transmission	NOUN
ajase-5421	55	26	line	line	NOUN
ajase-5421	55	27	fault	fault	NOUN
ajase-5421	55	28	diagnosis	diagnosis	NOUN
ajase-5421	55	29	but	but	CCONJ
ajase-5421	55	30	with	with	ADP
ajase-5421	55	31	a	a	DET
ajase-5421	55	32	focus	focus	NOUN
ajase-5421	55	33	on	on	ADP
ajase-5421	55	34	specific	specific	ADJ
ajase-5421	55	35	equipment	equipment	NOUN
ajase-5421	55	36	faults	fault	NOUN
ajase-5421	55	37	rather	rather	ADV
ajase-5421	55	38	than	than	ADP
ajase-5421	55	39	monitoring	monitor	VERB
ajase-5421	55	40	the	the	DET
ajase-5421	55	41	stability	stability	NOUN
ajase-5421	55	42	of	of	ADP
ajase-5421	55	43	the	the	DET
ajase-5421	55	44	system	system	NOUN
ajase-5421	55	45	.	.	PUNCT
ajase-5421	56	1	the	the	DET
ajase-5421	56	2	issue	issue	NOUN
ajase-5421	56	3	of	of	ADP
ajase-5421	56	4	biased	biased	ADJ
ajase-5421	56	5	datasets	dataset	NOUN
ajase-5421	56	6	in	in	ADP
ajase-5421	56	7	power	power	NOUN
ajase-5421	56	8	system	system	NOUN
ajase-5421	56	9	anomaly	anomaly	NOUN
ajase-5421	56	10	detection	detection	NOUN
ajase-5421	56	11	has	have	AUX
ajase-5421	56	12	been	be	AUX
ajase-5421	56	13	solved	solve	VERB
ajase-5421	56	14	by	by	ADP
ajase-5421	56	15	some	some	DET
ajase-5421	56	16	recent	recent	ADJ
ajase-5421	56	17	research	research	NOUN
ajase-5421	56	18	.	.	PUNCT
ajase-5421	57	1	rodriguez	rodriguez	NOUN
ajase-5421	57	2	and	and	CCONJ
ajase-5421	57	3	martinez	martinez	PROPN
ajase-5421	57	4	(	(	PUNCT
ajase-5421	57	5	2023	2023	NUM
ajase-5421	57	6	)	)	PUNCT
ajase-5421	57	7	introduced	introduce	VERB
ajase-5421	57	8	cost	cost	NOUN
ajase-5421	57	9	-	-	PUNCT
ajase-5421	57	10	sensitive	sensitive	ADJ
ajase-5421	57	11	learning	learning	NOUN
ajase-5421	57	12	methods	method	NOUN
ajase-5421	57	13	to	to	PART
ajase-5421	57	14	compensate	compensate	VERB
ajase-5421	57	15	for	for	ADP
ajase-5421	57	16	the	the	DET
ajase-5421	57	17	infrequency	infrequency	NOUN
ajase-5421	57	18	of	of	ADP
ajase-5421	57	19	real	real	ADJ
ajase-5421	57	20	anomalies	anomaly	NOUN
ajase-5421	57	21	in	in	ADP
ajase-5421	57	22	grid	grid	NOUN
ajase-5421	57	23	data	datum	NOUN
ajase-5421	57	24	.	.	PUNCT
ajase-5421	58	1	their	their	PRON
ajase-5421	58	2	use	use	NOUN
ajase-5421	58	3	of	of	ADP
ajase-5421	58	4	smote	smote	ADJ
ajase-5421	58	5	(	(	PUNCT
ajase-5421	58	6	synthetic	synthetic	ADJ
ajase-5421	58	7	minority	minority	NOUN
ajase-5421	58	8	oversampling	oversample	VERB
ajase-5421	58	9	technique	technique	NOUN
ajase-5421	58	10	)	)	PUNCT
ajase-5421	58	11	for	for	ADP
ajase-5421	58	12	data	datum	NOUN
ajase-5421	58	13	augmentation	augmentation	NOUN
ajase-5421	58	14	along	along	ADP
ajase-5421	58	15	with	with	ADP
ajase-5421	58	16	ensemble	ensemble	ADJ
ajase-5421	58	17	methods	method	NOUN
ajase-5421	58	18	boosted	boost	VERB
ajase-5421	58	19	detection	detection	NOUN
ajase-5421	58	20	of	of	ADP
ajase-5421	58	21	rare	rare	ADJ
ajase-5421	58	22	occurrences	occurrence	NOUN
ajase-5421	58	23	by	by	ADP
ajase-5421	58	24	34	34	NUM
ajase-5421	58	25	a	a	DET
ajase-5421	58	26	vital	vital	ADJ
ajase-5421	58	27	improvement	improvement	NOUN
ajase-5421	58	28	to	to	PART
ajase-5421	58	29	facilitate	facilitate	VERB
ajase-5421	58	30	predicting	predict	VERB
ajase-5421	58	31	such	such	ADJ
ajase-5421	58	32	rare	rare	ADJ
ajase-5421	58	33	but	but	CCONJ
ajase-5421	58	34	disastrous	disastrous	ADJ
ajase-5421	58	35	grid	grid	NOUN
ajase-5421	58	36	failures	failure	NOUN
ajase-5421	58	37	.	.	PUNCT
ajase-5421	59	1	deep	deep	ADJ
ajase-5421	59	2	learning	learning	NOUN
ajase-5421	59	3	has	have	AUX
ajase-5421	59	4	also	also	ADV
ajase-5421	59	5	been	be	AUX
ajase-5421	59	6	very	very	ADV
ajase-5421	59	7	promising	promising	ADJ
ajase-5421	59	8	for	for	ADP
ajase-5421	59	9	grid	grid	NOUN
ajase-5421	59	10	monitoring	monitoring	NOUN
ajase-5421	59	11	,	,	PUNCT
ajase-5421	59	12	especially	especially	ADV
ajase-5421	59	13	in	in	ADP
ajase-5421	59	14	detecting	detect	VERB
ajase-5421	59	15	complex	complex	ADJ
ajase-5421	59	16	patterns	pattern	NOUN
ajase-5421	59	17	.	.	PUNCT
ajase-5421	60	1	ahmed	ahmed	PROPN
ajase-5421	60	2	et	et	PROPN
ajase-5421	60	3	al	al	PROPN
ajase-5421	60	4	.	.	PROPN
ajase-5421	60	5	(	(	PUNCT
ajase-5421	60	6	2023	2023	NUM
ajase-5421	60	7	)	)	PUNCT
ajase-5421	60	8	also	also	ADV
ajase-5421	60	9	used	use	VERB
ajase-5421	60	10	lstm	lstm	ADJ
ajase-5421	60	11	networks	network	NOUN
ajase-5421	60	12	to	to	PART
ajase-5421	60	13	predict	predict	VERB
ajase-5421	60	14	grid	grid	NOUN
ajase-5421	60	15	stability	stability	NOUN
ajase-5421	60	16	with	with	ADP
ajase-5421	60	17	a	a	DET
ajase-5421	60	18	89	89	NUM
ajase-5421	60	19	%	%	NOUN
ajase-5421	60	20	accuracy	accuracy	NOUN
ajase-5421	60	21	,	,	PUNCT
ajase-5421	60	22	but	but	CCONJ
ajase-5421	60	23	their	their	PRON
ajase-5421	60	24	method	method	NOUN
ajase-5421	60	25	requires	require	VERB
ajase-5421	60	26	extensive	extensive	ADJ
ajase-5421	60	27	historical	historical	ADJ
ajase-5421	60	28	data	datum	NOUN
ajase-5421	60	29	and	and	CCONJ
ajase-5421	60	30	high	high	ADJ
ajase-5421	60	31	computation	computation	NOUN
ajase-5421	60	32	power	power	NOUN
ajase-5421	60	33	,	,	PUNCT
ajase-5421	60	34	which	which	PRON
ajase-5421	60	35	is	be	AUX
ajase-5421	60	36	not	not	PART
ajase-5421	60	37	possible	possible	ADJ
ajase-5421	60	38	in	in	ADP
ajase-5421	60	39	data	data	NOUN
ajase-5421	60	40	-	-	PUNCT
ajase-5421	60	41	scarce	scarce	ADJ
ajase-5421	60	42	places	place	NOUN
ajase-5421	60	43	like	like	ADP
ajase-5421	60	44	nigeria	nigeria	PROPN
ajase-5421	60	45	..	..	PUNCT
ajase-5421	61	1	economic	economic	ADJ
ajase-5421	61	2	impact	impact	NOUN
ajase-5421	61	3	of	of	ADP
ajase-5421	61	4	failure	failure	NOUN
ajase-5421	61	5	to	to	PART
ajase-5421	61	6	detect	detect	VERB
ajase-5421	61	7	anomalies	anomaly	NOUN
ajase-5421	61	8	in	in	ADP
ajase-5421	61	9	power	power	NOUN
ajase-5421	61	10	grid	grid	NOUN
ajase-5421	61	11	it	it	PRON
ajase-5421	61	12	has	have	AUX
ajase-5421	61	13	become	become	VERB
ajase-5421	61	14	a	a	DET
ajase-5421	61	15	more	more	ADV
ajase-5421	61	16	complex	complex	ADJ
ajase-5421	61	17	task	task	NOUN
ajase-5421	61	18	to	to	PART
ajase-5421	61	19	understand	understand	VERB
ajase-5421	61	20	the	the	DET
ajase-5421	61	21	economic	economic	ADJ
ajase-5421	61	22	implications	implication	NOUN
ajase-5421	61	23	of	of	ADP
ajase-5421	61	24	power	power	NOUN
ajase-5421	61	25	system	system	NOUN
ajase-5421	61	26	reliability	reliability	NOUN
ajase-5421	61	27	.	.	PUNCT
ajase-5421	62	1	adenikinju	adenikinju	PROPN
ajase-5421	62	2	’s	’s	PART
ajase-5421	62	3	pioneering	pioneer	VERB
ajase-5421	62	4	work	work	NOUN
ajase-5421	62	5	in	in	ADP
ajase-5421	62	6	2021	2021	NUM
ajase-5421	62	7	established	establish	VERB
ajase-5421	62	8	the	the	DET
ajase-5421	62	9	foundation	foundation	NOUN
ajase-5421	62	10	for	for	ADP
ajase-5421	62	11	examining	examine	VERB
ajase-5421	62	12	outage	outage	NOUN
ajase-5421	62	13	costs	cost	NOUN
ajase-5421	62	14	in	in	ADP
ajase-5421	62	15	nigeria	nigeria	PROPN
ajase-5421	62	16	specifically	specifically	ADV
ajase-5421	62	17	,	,	PUNCT
ajase-5421	62	18	and	and	CCONJ
ajase-5421	62	19	it	it	PRON
ajase-5421	62	20	was	be	AUX
ajase-5421	62	21	found	find	VERB
ajase-5421	62	22	that	that	SCONJ
ajase-5421	62	23	there	there	PRON
ajase-5421	62	24	were	be	VERB
ajase-5421	62	25	enormous	enormous	ADJ
ajase-5421	62	26	annual	annual	ADJ
ajase-5421	62	27	economic	economic	ADJ
ajase-5421	62	28	losses	loss	NOUN
ajase-5421	62	29	of	of	ADP
ajase-5421	62	30	₦	₦	ADP
ajase-5421	62	31	2.3	2.3	NUM
ajase-5421	62	32	trillion	trillion	NUM
ajase-5421	62	33	from	from	ADP
ajase-5421	62	34	having	have	VERB
ajase-5421	62	35	unreliable	unreliable	ADJ
ajase-5421	62	36	power	power	NOUN
ajase-5421	62	37	supply	supply	NOUN
ajase-5421	62	38	.	.	PUNCT
ajase-5421	63	1	his	his	PRON
ajase-5421	63	2	in	in	ADP
ajase-5421	63	3	-	-	PUNCT
ajase-5421	63	4	depth	depth	NOUN
ajase-5421	63	5	analysis	analysis	NOUN
ajase-5421	63	6	showed	show	VERB
ajase-5421	63	7	that	that	SCONJ
ajase-5421	63	8	the	the	DET
ajase-5421	63	9	production	production	NOUN
ajase-5421	63	10	sector	sector	NOUN
ajase-5421	63	11	bears	bear	VERB
ajase-5421	63	12	the	the	DET
ajase-5421	63	13	burden	burden	NOUN
ajase-5421	63	14	of	of	ADP
ajase-5421	63	15	these	these	DET
ajase-5421	63	16	losses	loss	NOUN
ajase-5421	63	17	,	,	PUNCT
ajase-5421	63	18	to	to	ADP
ajase-5421	63	19	the	the	DET
ajase-5421	63	20	tune	tune	NOUN
ajase-5421	63	21	of	of	ADP
ajase-5421	63	22	a	a	DET
ajase-5421	63	23	whopping	whopping	ADJ
ajase-5421	63	24	₦	₦	ADP
ajase-5421	63	25	125,000	125,000	NUM
ajase-5421	63	26	per	per	ADP
ajase-5421	63	27	megawatt	megawatt	NOUN
ajase-5421	63	28	-	-	PUNCT
ajase-5421	63	29	hour	hour	NOUN
ajase-5421	63	30	for	for	ADP
ajase-5421	63	31	unsupplied	unsupplied	ADJ
ajase-5421	63	32	power	power	NOUN
ajase-5421	63	33	,	,	PUNCT
ajase-5421	63	34	while	while	SCONJ
ajase-5421	63	35	domestic	domestic	ADJ
ajase-5421	63	36	consumers	consumer	NOUN
ajase-5421	63	37	,	,	PUNCT
ajase-5421	63	38	though	though	SCONJ
ajase-5421	63	39	less	less	ADV
ajase-5421	63	40	affected	affected	ADJ
ajase-5421	63	41	,	,	PUNCT
ajase-5421	63	42	bear	bear	VERB
ajase-5421	63	43	wide	wide	ADV
ajase-5421	63	44	-	-	PUNCT
ajase-5421	63	45	ranging	range	VERB
ajase-5421	63	46	implications	implication	NOUN
ajase-5421	63	47	.	.	PUNCT
ajase-5421	64	1	international	international	ADJ
ajase-5421	64	2	comparisons	comparison	NOUN
ajase-5421	64	3	are	be	AUX
ajase-5421	64	4	insightful	insightful	ADJ
ajase-5421	64	5	in	in	ADP
ajase-5421	64	6	the	the	DET
ajase-5421	64	7	context	context	NOUN
ajase-5421	64	8	of	of	ADP
ajase-5421	64	9	nigeria	nigeria	PROPN
ajase-5421	64	10	’s	’s	PART
ajase-5421	64	11	issues	issue	NOUN
ajase-5421	64	12	.	.	PUNCT
ajase-5421	65	1	a	a	DET
ajase-5421	65	2	landmark	landmark	NOUN
ajase-5421	65	3	research	research	NOUN
ajase-5421	65	4	study	study	NOUN
ajase-5421	65	5	by	by	ADP
ajase-5421	65	6	thompson	thompson	PROPN
ajase-5421	65	7	et	et	PROPN
ajase-5421	65	8	al	al	PROPN
ajase-5421	65	9	.	.	PROPN
ajase-5421	65	10	in	in	ADP
ajase-5421	65	11	2022	2022	NUM
ajase-5421	65	12	examined	examine	VERB
ajase-5421	65	13	outage	outage	NOUN
ajase-5421	65	14	costs	cost	NOUN
ajase-5421	65	15	in	in	ADP
ajase-5421	65	16	45	45	NUM
ajase-5421	65	17	countries	country	NOUN
ajase-5421	65	18	and	and	CCONJ
ajase-5421	65	19	came	come	VERB
ajase-5421	65	20	to	to	ADP
ajase-5421	65	21	the	the	DET
ajase-5421	65	22	conclusion	conclusion	NOUN
ajase-5421	65	23	that	that	SCONJ
ajase-5421	65	24	developing	develop	VERB
ajase-5421	65	25	nations	nation	NOUN
ajase-5421	65	26	are	be	AUX
ajase-5421	65	27	prone	prone	ADJ
ajase-5421	65	28	to	to	ADP
ajase-5421	65	29	3	3	NUM
ajase-5421	65	30	to	to	PART
ajase-5421	65	31	5	5	NUM
ajase-5421	65	32	times	time	NOUN
ajase-5421	65	33	more	more	ADJ
ajase-5421	65	34	per	per	ADP
ajase-5421	65	35	-	-	PUNCT
ajase-5421	65	36	capita	capita	NOUN
ajase-5421	65	37	economic	economic	ADJ
ajase-5421	65	38	impact	impact	NOUN
ajase-5421	65	39	from	from	ADP
ajase-5421	65	40	power	power	NOUN
ajase-5421	65	41	outages	outage	NOUN
ajase-5421	65	42	than	than	ADP
ajase-5421	65	43	their	their	PRON
ajase-5421	65	44	developed	develop	VERB
ajase-5421	65	45	counterparts	counterpart	NOUN
ajase-5421	65	46	.	.	PUNCT
ajase-5421	66	1	the	the	DET
ajase-5421	66	2	reasons	reason	NOUN
ajase-5421	66	3	for	for	ADP
ajase-5421	66	4	this	this	PRON
ajase-5421	66	5	include	include	VERB
ajase-5421	66	6	a	a	DET
ajase-5421	66	7	lack	lack	NOUN
ajase-5421	66	8	of	of	ADP
ajase-5421	66	9	backup	backup	ADJ
ajase-5421	66	10	systems	system	NOUN
ajase-5421	66	11	,	,	PUNCT
ajase-5421	66	12	an	an	DET
ajase-5421	66	13	over	over	NOUN
ajase-5421	66	14	-	-	PUNCT
ajase-5421	66	15	reliance	reliance	NOUN
ajase-5421	66	16	on	on	ADP
ajase-5421	66	17	grid	grid	NOUN
ajase-5421	66	18	electricity	electricity	NOUN
ajase-5421	66	19	,	,	PUNCT
ajase-5421	66	20	and	and	CCONJ
ajase-5421	66	21	ripple	ripple	ADJ
ajase-5421	66	22	effects	effect	NOUN
ajase-5421	66	23	across	across	ADP
ajase-5421	66	24	pa	pa	PROPN
ajase-5421	66	25	ge	ge	PROPN
ajase-5421	66	26	15	15	NUM
ajase-5421	66	27	6	6	NUM
ajase-5421	66	28	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	66	29	am	am	NOUN
ajase-5421	66	30	.	.	PUNCT
ajase-5421	67	1	j.	j.	PROPN
ajase-5421	67	2	appl	appl	PROPN
ajase-5421	67	3	.	.	PROPN
ajase-5421	68	1	stat	stat	PROPN
ajase-5421	68	2	.	.	PUNCT
ajase-5421	69	1	econ	econ	PROPN
ajase-5421	69	2	.	.	PUNCT
ajase-5421	70	1	4(1	4(1	X
ajase-5421	70	2	)	)	PUNCT
ajase-5421	70	3	154	154	NUM
ajase-5421	70	4	-	-	SYM
ajase-5421	70	5	165	165	NUM
ajase-5421	70	6	,	,	PUNCT
ajase-5421	70	7	2025	2025	NUM
ajase-5421	70	8	informal	informal	ADJ
ajase-5421	70	9	economic	economic	ADJ
ajase-5421	70	10	activities	activity	NOUN
ajase-5421	70	11	.	.	PUNCT
ajase-5421	71	1	more	more	ADV
ajase-5421	71	2	recently	recently	ADV
ajase-5421	71	3	,	,	PUNCT
ajase-5421	71	4	okafor	okafor	PROPN
ajase-5421	71	5	and	and	CCONJ
ajase-5421	71	6	ejiogu	ejiogu	NOUN
ajase-5421	71	7	(	(	PUNCT
ajase-5421	71	8	2023	2023	NUM
ajase-5421	71	9	)	)	PUNCT
ajase-5421	71	10	extended	extend	VERB
ajase-5421	71	11	the	the	DET
ajase-5421	71	12	study	study	NOUN
ajase-5421	71	13	to	to	PART
ajase-5421	71	14	include	include	VERB
ajase-5421	71	15	social	social	ADJ
ajase-5421	71	16	costs	cost	NOUN
ajase-5421	71	17	of	of	ADP
ajase-5421	71	18	power	power	NOUN
ajase-5421	71	19	outages	outage	NOUN
ajase-5421	71	20	in	in	ADP
ajase-5421	71	21	nigeria	nigeria	PROPN
ajase-5421	71	22	.	.	PUNCT
ajase-5421	72	1	their	their	PRON
ajase-5421	72	2	research	research	NOUN
ajase-5421	72	3	found	find	VERB
ajase-5421	72	4	severe	severe	ADJ
ajase-5421	72	5	impacts	impact	NOUN
ajase-5421	72	6	in	in	ADP
ajase-5421	72	7	health	health	NOUN
ajase-5421	72	8	,	,	PUNCT
ajase-5421	72	9	with	with	ADP
ajase-5421	72	10	an	an	DET
ajase-5421	72	11	estimated	estimate	VERB
ajase-5421	72	12	₦	₦	ADP
ajase-5421	72	13	45	45	NUM
ajase-5421	72	14	billion	billion	NUM
ajase-5421	72	15	lost	lose	VERB
ajase-5421	72	16	annually	annually	ADV
ajase-5421	72	17	in	in	ADP
ajase-5421	72	18	delayed	delay	VERB
ajase-5421	72	19	emergency	emergency	NOUN
ajase-5421	72	20	response	response	NOUN
ajase-5421	72	21	and	and	CCONJ
ajase-5421	72	22	₦	₦	ADV
ajase-5421	72	23	28	28	NUM
ajase-5421	72	24	billion	billion	NUM
ajase-5421	72	25	in	in	ADP
ajase-5421	72	26	loss	loss	NOUN
ajase-5421	72	27	of	of	ADP
ajase-5421	72	28	education	education	NOUN
ajase-5421	72	29	and	and	CCONJ
ajase-5421	72	30	₦	₦	ADP
ajase-5421	72	31	67	67	NUM
ajase-5421	72	32	billion	billion	NUM
ajase-5421	72	33	loss	loss	NOUN
ajase-5421	72	34	of	of	ADP
ajase-5421	72	35	connectivity	connectivity	NOUN
ajase-5421	72	36	affecting	affect	VERB
ajase-5421	72	37	digital	digital	ADJ
ajase-5421	72	38	inclusion	inclusion	NOUN
ajase-5421	72	39	.	.	PUNCT
ajase-5421	73	1	these	these	DET
ajase-5421	73	2	broader	broad	ADJ
ajase-5421	73	3	social	social	ADJ
ajase-5421	73	4	impacts	impact	NOUN
ajase-5421	73	5	heavily	heavily	ADV
ajase-5421	73	6	justify	justify	VERB
ajase-5421	73	7	investment	investment	NOUN
ajase-5421	73	8	in	in	ADP
ajase-5421	73	9	grid	grid	NOUN
ajase-5421	73	10	monitoring	monitoring	NOUN
ajase-5421	73	11	systems	system	NOUN
ajase-5421	73	12	.	.	PUNCT
ajase-5421	74	1	integration	integration	NOUN
ajase-5421	74	2	with	with	ADP
ajase-5421	74	3	backup	backup	ADJ
ajase-5421	74	4	power	power	NOUN
ajase-5421	74	5	generation	generation	NOUN
ajase-5421	74	6	systems	system	NOUN
ajase-5421	74	7	the	the	DET
ajase-5421	74	8	ubiquity	ubiquity	NOUN
ajase-5421	74	9	of	of	ADP
ajase-5421	74	10	backup	backup	ADJ
ajase-5421	74	11	generators	generator	NOUN
ajase-5421	74	12	in	in	ADP
ajase-5421	74	13	nigeria	nigeria	PROPN
ajase-5421	74	14	is	be	AUX
ajase-5421	74	15	a	a	DET
ajase-5421	74	16	unique	unique	ADJ
ajase-5421	74	17	challenge	challenge	NOUN
ajase-5421	74	18	to	to	ADP
ajase-5421	74	19	monitoring	monitor	VERB
ajase-5421	74	20	the	the	DET
ajase-5421	74	21	power	power	NOUN
ajase-5421	74	22	grid	grid	NOUN
ajase-5421	74	23	.	.	PUNCT
ajase-5421	75	1	babatunde	babatunde	PROPN
ajase-5421	75	2	et	et	PROPN
ajase-5421	75	3	al	al	PROPN
ajase-5421	75	4	.	.	PROPN
ajase-5421	76	1	(	(	PUNCT
ajase-5421	76	2	2022	2022	NUM
ajase-5421	76	3	)	)	PUNCT
ajase-5421	76	4	carried	carry	VERB
ajase-5421	76	5	out	out	ADP
ajase-5421	76	6	a	a	DET
ajase-5421	76	7	pioneering	pioneer	VERB
ajase-5421	76	8	research	research	NOUN
ajase-5421	76	9	on	on	ADP
ajase-5421	76	10	the	the	DET
ajase-5421	76	11	manner	manner	NOUN
ajase-5421	76	12	grid	grid	NOUN
ajase-5421	76	13	supply	supply	NOUN
ajase-5421	76	14	interacts	interact	VERB
ajase-5421	76	15	with	with	ADP
ajase-5421	76	16	these	these	DET
ajase-5421	76	17	scattered	scatter	VERB
ajase-5421	76	18	backup	backup	ADJ
ajase-5421	76	19	generators	generator	NOUN
ajase-5421	76	20	in	in	ADP
ajase-5421	76	21	nigerian	nigerian	ADJ
ajase-5421	76	22	cities	city	NOUN
ajase-5421	76	23	.	.	PUNCT
ajase-5421	77	1	the	the	DET
ajase-5421	77	2	researchers	researcher	NOUN
ajase-5421	77	3	found	find	VERB
ajase-5421	77	4	that	that	SCONJ
ajase-5421	77	5	generator	generator	NOUN
ajase-5421	77	6	switch	switch	VERB
ajase-5421	77	7	-	-	PUNCT
ajase-5421	77	8	over	over	ADP
ajase-5421	77	9	contributes	contribute	VERB
ajase-5421	77	10	to	to	PART
ajase-5421	77	11	load	load	VERB
ajase-5421	77	12	patterns	pattern	NOUN
ajase-5421	77	13	that	that	PRON
ajase-5421	77	14	mask	mask	VERB
ajase-5421	77	15	grid	grid	NOUN
ajase-5421	77	16	faults	fault	NOUN
ajase-5421	77	17	,	,	PUNCT
ajase-5421	77	18	and	and	CCONJ
ajase-5421	77	19	an	an	DET
ajase-5421	77	20	astonishing	astonishing	ADJ
ajase-5421	77	21	23	23	NUM
ajase-5421	77	22	%	%	NOUN
ajase-5421	77	23	of	of	ADP
ajase-5421	77	24	actual	actual	ADJ
ajase-5421	77	25	grid	grid	NOUN
ajase-5421	77	26	faults	fault	NOUN
ajase-5421	77	27	go	go	VERB
ajase-5421	77	28	undetected	undetected	ADJ
ajase-5421	77	29	because	because	SCONJ
ajase-5421	77	30	of	of	ADP
ajase-5421	77	31	the	the	DET
ajase-5421	77	32	unnoticeable	unnoticeable	ADJ
ajase-5421	77	33	switch	switch	NOUN
ajase-5421	77	34	over	over	ADP
ajase-5421	77	35	to	to	ADP
ajase-5421	77	36	the	the	DET
ajase-5421	77	37	generators	generator	NOUN
ajase-5421	77	38	.	.	PUNCT
ajase-5421	78	1	the	the	DET
ajase-5421	78	2	economic	economic	ADJ
ajase-5421	78	3	burden	burden	NOUN
ajase-5421	78	4	of	of	ADP
ajase-5421	78	5	generator	generator	NOUN
ajase-5421	78	6	dependence	dependence	NOUN
ajase-5421	78	7	has	have	AUX
ajase-5421	78	8	been	be	AUX
ajase-5421	78	9	quantified	quantify	VERB
ajase-5421	78	10	in	in	ADP
ajase-5421	78	11	more	more	ADJ
ajase-5421	78	12	recent	recent	ADJ
ajase-5421	78	13	studies	study	NOUN
ajase-5421	78	14	.	.	PUNCT
ajase-5421	79	1	idris	idris	PROPN
ajase-5421	79	2	and	and	CCONJ
ajase-5421	79	3	mohammed	mohammed	PROPN
ajase-5421	79	4	(	(	PUNCT
ajase-5421	79	5	2023	2023	NUM
ajase-5421	79	6	)	)	PUNCT
ajase-5421	79	7	identified	identify	VERB
ajase-5421	79	8	that	that	SCONJ
ajase-5421	79	9	nigerian	nigerian	ADJ
ajase-5421	79	10	businesses	business	NOUN
ajase-5421	79	11	invest	invest	VERB
ajase-5421	79	12	an	an	DET
ajase-5421	79	13	average	average	NOUN
ajase-5421	79	14	of	of	ADP
ajase-5421	79	15	₦	₦	ADP
ajase-5421	79	16	180,000	180,000	NUM
ajase-5421	79	17	per	per	ADP
ajase-5421	79	18	year	year	NOUN
ajase-5421	79	19	on	on	ADP
ajase-5421	79	20	stand	stand	VERB
ajase-5421	79	21	-	-	PUNCT
ajase-5421	79	22	by	by	ADP
ajase-5421	79	23	generation	generation	NOUN
ajase-5421	79	24	,	,	PUNCT
ajase-5421	79	25	which	which	PRON
ajase-5421	79	26	accounts	account	VERB
ajase-5421	79	27	for	for	ADP
ajase-5421	79	28	12	12	NUM
ajase-5421	79	29	%	%	NOUN
ajase-5421	79	30	of	of	ADP
ajase-5421	79	31	their	their	PRON
ajase-5421	79	32	entire	entire	ADJ
ajase-5421	79	33	energy	energy	NOUN
ajase-5421	79	34	bill	bill	NOUN
ajase-5421	79	35	.	.	PUNCT
ajase-5421	80	1	their	their	PRON
ajase-5421	80	2	research	research	NOUN
ajase-5421	80	3	identified	identify	VERB
ajase-5421	80	4	that	that	SCONJ
ajase-5421	80	5	a	a	DET
ajase-5421	80	6	better	well	ADJ
ajase-5421	80	7	grid	grid	NOUN
ajase-5421	80	8	supply	supply	NOUN
ajase-5421	80	9	could	could	AUX
ajase-5421	80	10	reduce	reduce	VERB
ajase-5421	80	11	these	these	DET
ajase-5421	80	12	bills	bill	NOUN
ajase-5421	80	13	by	by	ADP
ajase-5421	80	14	78	78	NUM
ajase-5421	80	15	%	%	NOUN
ajase-5421	80	16	,	,	PUNCT
ajase-5421	80	17	and	and	CCONJ
ajase-5421	80	18	there	there	PRON
ajase-5421	80	19	is	be	VERB
ajase-5421	80	20	a	a	DET
ajase-5421	80	21	strong	strong	ADJ
ajase-5421	80	22	argument	argument	NOUN
ajase-5421	80	23	for	for	ADP
ajase-5421	80	24	investment	investment	NOUN
ajase-5421	80	25	in	in	ADP
ajase-5421	80	26	grid	grid	NOUN
ajase-5421	80	27	monitoring	monitoring	NOUN
ajase-5421	80	28	.	.	PUNCT
ajase-5421	81	1	recent	recent	ADJ
ajase-5421	81	2	studies	study	NOUN
ajase-5421	81	3	have	have	AUX
ajase-5421	81	4	also	also	ADV
ajase-5421	81	5	tackled	tackle	VERB
ajase-5421	81	6	technical	technical	ADJ
ajase-5421	81	7	issues	issue	NOUN
ajase-5421	81	8	of	of	ADP
ajase-5421	81	9	monitoring	monitor	VERB
ajase-5421	81	10	hybrid	hybrid	ADJ
ajase-5421	81	11	grid	grid	NOUN
ajase-5421	81	12	-	-	PUNCT
ajase-5421	81	13	generator	generator	NOUN
ajase-5421	81	14	systems	system	NOUN
ajase-5421	81	15	.	.	PUNCT
ajase-5421	82	1	oladele	oladele	PROPN
ajase-5421	82	2	et	et	PROPN
ajase-5421	82	3	al	al	PROPN
ajase-5421	82	4	.	.	PROPN
ajase-5421	83	1	(	(	PUNCT
ajase-5421	83	2	2022	2022	NUM
ajase-5421	83	3	)	)	PUNCT
ajase-5421	83	4	proposed	propose	VERB
ajase-5421	83	5	algorithms	algorithm	NOUN
ajase-5421	83	6	to	to	PART
ajase-5421	83	7	help	help	VERB
ajase-5421	83	8	differentiate	differentiate	VERB
ajase-5421	83	9	planned	planned	ADJ
ajase-5421	83	10	generator	generator	NOUN
ajase-5421	83	11	changes	change	NOUN
ajase-5421	83	12	(	(	PUNCT
ajase-5421	83	13	e.g.	e.g.	ADV
ajase-5421	83	14	,	,	PUNCT
ajase-5421	83	15	during	during	ADP
ajase-5421	83	16	scheduled	schedule	VERB
ajase-5421	83	17	outages	outage	NOUN
ajase-5421	83	18	)	)	PUNCT
ajase-5421	83	19	from	from	ADP
ajase-5421	83	20	unplanned	unplanned	ADJ
ajase-5421	83	21	activations	activation	NOUN
ajase-5421	83	22	(	(	PUNCT
ajase-5421	83	23	during	during	ADP
ajase-5421	83	24	power	power	NOUN
ajase-5421	83	25	grid	grid	NOUN
ajase-5421	83	26	malfunctions	malfunction	NOUN
ajase-5421	83	27	)	)	PUNCT
ajase-5421	83	28	.	.	PUNCT
ajase-5421	84	1	their	their	PRON
ajase-5421	84	2	pattern	pattern	NOUN
ajase-5421	84	3	recognition	recognition	NOUN
ajase-5421	84	4	solution	solution	NOUN
ajase-5421	84	5	achieved	achieve	VERB
ajase-5421	84	6	a	a	DET
ajase-5421	84	7	remarkable	remarkable	ADJ
ajase-5421	84	8	85	85	NUM
ajase-5421	84	9	%	%	NOUN
ajase-5421	84	10	accuracy	accuracy	NOUN
ajase-5421	84	11	rate	rate	NOUN
ajase-5421	84	12	in	in	ADP
ajase-5421	84	13	identifying	identify	VERB
ajase-5421	84	14	generator	generator	NOUN
ajase-5421	84	15	events	event	NOUN
ajase-5421	84	16	,	,	PUNCT
ajase-5421	84	17	which	which	PRON
ajase-5421	84	18	is	be	AUX
ajase-5421	84	19	significant	significant	ADJ
ajase-5421	84	20	for	for	ADP
ajase-5421	84	21	effective	effective	ADJ
ajase-5421	84	22	anomaly	anomaly	NOUN
ajase-5421	84	23	detection	detection	NOUN
ajase-5421	84	24	.	.	PUNCT
ajase-5421	85	1	real	real	ADJ
ajase-5421	85	2	-	-	PUNCT
ajase-5421	85	3	time	time	NOUN
ajase-5421	85	4	monitoring	monitoring	NOUN
ajase-5421	85	5	and	and	CCONJ
ajase-5421	85	6	alert	alert	NOUN
ajase-5421	85	7	systems	system	NOUN
ajase-5421	85	8	power	power	NOUN
ajase-5421	85	9	grid	grid	NOUN
ajase-5421	85	10	real	real	ADJ
ajase-5421	85	11	-	-	PUNCT
ajase-5421	85	12	time	time	NOUN
ajase-5421	85	13	monitoring	monitoring	NOUN
ajase-5421	85	14	systems	system	NOUN
ajase-5421	85	15	have	have	AUX
ajase-5421	85	16	also	also	ADV
ajase-5421	85	17	made	make	VERB
ajase-5421	85	18	significant	significant	ADJ
ajase-5421	85	19	advancements	advancement	NOUN
ajase-5421	85	20	in	in	ADP
ajase-5421	85	21	recent	recent	ADJ
ajase-5421	85	22	times	time	NOUN
ajase-5421	85	23	.	.	PUNCT
ajase-5421	86	1	zhang	zhang	PROPN
ajase-5421	86	2	et	et	PROPN
ajase-5421	86	3	al	al	PROPN
ajase-5421	86	4	.	.	PROPN
ajase-5421	86	5	(	(	PUNCT
ajase-5421	86	6	2023	2023	NUM
ajase-5421	86	7	)	)	PUNCT
ajase-5421	86	8	developed	develop	VERB
ajase-5421	86	9	edge	edge	NOUN
ajase-5421	86	10	computing	computing	NOUN
ajase-5421	86	11	solutions	solution	NOUN
ajase-5421	86	12	for	for	ADP
ajase-5421	86	13	power	power	NOUN
ajase-5421	86	14	system	system	NOUN
ajase-5421	86	15	monitoring	monitoring	NOUN
ajase-5421	86	16	that	that	PRON
ajase-5421	86	17	can	can	AUX
ajase-5421	86	18	even	even	ADV
ajase-5421	86	19	function	function	VERB
ajase-5421	86	20	under	under	ADP
ajase-5421	86	21	very	very	ADV
ajase-5421	86	22	low	low	ADJ
ajase-5421	86	23	internet	internet	NOUN
ajase-5421	86	24	connectivity	connectivity	NOUN
ajase-5421	86	25	a	a	DET
ajase-5421	86	26	vital	vital	ADJ
ajase-5421	86	27	requirement	requirement	NOUN
ajase-5421	86	28	for	for	ADP
ajase-5421	86	29	nigeria	nigeria	PROPN
ajase-5421	86	30	’s	’s	PART
ajase-5421	86	31	infrastructure	infrastructure	NOUN
ajase-5421	86	32	.	.	PUNCT
ajase-5421	87	1	their	their	PRON
ajase-5421	87	2	distributed	distribute	VERB
ajase-5421	87	3	configuration	configuration	NOUN
ajase-5421	87	4	of	of	ADP
ajase-5421	87	5	monitoring	monitoring	NOUN
ajase-5421	87	6	had	have	VERB
ajase-5421	87	7	95	95	NUM
ajase-5421	87	8	%	%	NOUN
ajase-5421	87	9	functionality	functionality	NOUN
ajase-5421	87	10	when	when	SCONJ
ajase-5421	87	11	the	the	DET
ajase-5421	87	12	network	network	NOUN
ajase-5421	87	13	fails	fail	VERB
ajase-5421	87	14	and	and	CCONJ
ajase-5421	87	15	processed	process	VERB
ajase-5421	87	16	data	datum	NOUN
ajase-5421	87	17	locally	locally	ADV
ajase-5421	87	18	to	to	PART
ajase-5421	87	19	prevent	prevent	VERB
ajase-5421	87	20	using	use	VERB
ajase-5421	87	21	a	a	DET
ajase-5421	87	22	lot	lot	NOUN
ajase-5421	87	23	of	of	ADP
ajase-5421	87	24	bandwidth	bandwidth	NOUN
ajase-5421	87	25	.	.	PUNCT
ajase-5421	88	1	mobile	mobile	ADJ
ajase-5421	88	2	-	-	PUNCT
ajase-5421	88	3	responsive	responsive	ADJ
ajase-5421	88	4	monitoring	monitoring	NOUN
ajase-5421	88	5	is	be	AUX
ajase-5421	88	6	now	now	ADV
ajase-5421	88	7	central	central	ADJ
ajase-5421	88	8	to	to	ADP
ajase-5421	88	9	deployments	deployment	NOUN
ajase-5421	88	10	in	in	ADP
ajase-5421	88	11	developing	develop	VERB
ajase-5421	88	12	countries	country	NOUN
ajase-5421	88	13	,	,	PUNCT
ajase-5421	88	14	and	and	CCONJ
ajase-5421	88	15	research	research	NOUN
ajase-5421	88	16	by	by	ADP
ajase-5421	88	17	gupta	gupta	PROPN
ajase-5421	88	18	and	and	CCONJ
ajase-5421	88	19	sharma	sharma	PROPN
ajase-5421	88	20	(	(	PUNCT
ajase-5421	88	21	2022	2022	NUM
ajase-5421	88	22	)	)	PUNCT
ajase-5421	88	23	of	of	ADP
ajase-5421	88	24	smartphone	smartphone	NOUN
ajase-5421	88	25	-	-	PUNCT
ajase-5421	88	26	based	base	VERB
ajase-5421	88	27	grid	grid	NOUN
ajase-5421	88	28	monitoring	monitoring	NOUN
ajase-5421	88	29	interfaces	interface	NOUN
ajase-5421	88	30	determined	determine	VERB
ajase-5421	88	31	that	that	SCONJ
ajase-5421	88	32	mobile	mobile	ADJ
ajase-5421	88	33	accessibility	accessibility	NOUN
ajase-5421	89	1	enhanced	enhance	VERB
ajase-5421	89	2	operator	operator	NOUN
ajase-5421	89	3	response	response	NOUN
ajase-5421	89	4	times	time	NOUN
ajase-5421	89	5	by	by	ADP
ajase-5421	89	6	40	40	NUM
ajase-5421	89	7	%	%	NOUN
ajase-5421	89	8	and	and	CCONJ
ajase-5421	89	9	enhanced	enhance	VERB
ajase-5421	89	10	stakeholder	stakeholder	NOUN
ajase-5421	89	11	engagement	engagement	NOUN
ajase-5421	89	12	.	.	PUNCT
ajase-5421	90	1	their	their	PRON
ajase-5421	90	2	user	user	NOUN
ajase-5421	90	3	experience	experience	NOUN
ajase-5421	90	4	research	research	NOUN
ajase-5421	90	5	in	in	ADP
ajase-5421	90	6	rural	rural	ADJ
ajase-5421	90	7	india	india	PROPN
ajase-5421	90	8	offers	offer	VERB
ajase-5421	90	9	valuable	valuable	ADJ
ajase-5421	90	10	insights	insight	NOUN
ajase-5421	90	11	for	for	ADP
ajase-5421	90	12	considerations	consideration	NOUN
ajase-5421	90	13	in	in	ADP
ajase-5421	90	14	nigeria	nigeria	PROPN
ajase-5421	90	15	.	.	PUNCT
ajase-5421	91	1	the	the	DET
ajase-5421	91	2	effectiveness	effectiveness	NOUN
ajase-5421	91	3	of	of	ADP
ajase-5421	91	4	alert	alert	ADJ
ajase-5421	91	5	systems	system	NOUN
ajase-5421	91	6	is	be	AUX
ajase-5421	91	7	greatly	greatly	ADV
ajase-5421	91	8	affected	affect	VERB
ajase-5421	91	9	by	by	ADP
ajase-5421	91	10	communication	communication	NOUN
ajase-5421	91	11	channels	channel	NOUN
ajase-5421	91	12	and	and	CCONJ
ajase-5421	91	13	cultural	cultural	ADJ
ajase-5421	91	14	suitability	suitability	NOUN
ajase-5421	91	15	.	.	PUNCT
ajase-5421	92	1	in	in	ADP
ajase-5421	92	2	a	a	DET
ajase-5421	92	3	2023	2023	NUM
ajase-5421	92	4	study	study	NOUN
ajase-5421	92	5	conducted	conduct	VERB
ajase-5421	92	6	by	by	ADP
ajase-5421	92	7	adeyemi	adeyemi	ADV
ajase-5421	92	8	,	,	PUNCT
ajase-5421	92	9	the	the	DET
ajase-5421	92	10	communication	communication	NOUN
ajase-5421	92	11	habits	habit	NOUN
ajase-5421	92	12	of	of	ADP
ajase-5421	92	13	different	different	ADJ
ajase-5421	92	14	populations	population	NOUN
ajase-5421	92	15	of	of	ADP
ajase-5421	92	16	nigerians	nigerians	PROPN
ajase-5421	92	17	were	be	AUX
ajase-5421	92	18	shown	show	VERB
ajase-5421	92	19	,	,	PUNCT
ajase-5421	92	20	including	include	VERB
ajase-5421	92	21	the	the	DET
ajase-5421	92	22	fact	fact	NOUN
ajase-5421	92	23	that	that	SCONJ
ajase-5421	92	24	sms	sms	PROPN
ajase-5421	92	25	alerts	alert	NOUN
ajase-5421	92	26	have	have	AUX
ajase-5421	92	27	a	a	DET
ajase-5421	92	28	staggering	staggering	ADJ
ajase-5421	92	29	delivery	delivery	NOUN
ajase-5421	92	30	rate	rate	NOUN
ajase-5421	92	31	of	of	ADP
ajase-5421	92	32	89	89	NUM
ajase-5421	92	33	%	%	NOUN
ajase-5421	92	34	against	against	ADP
ajase-5421	92	35	only	only	ADV
ajase-5421	92	36	67	67	NUM
ajase-5421	92	37	%	%	NOUN
ajase-5421	92	38	via	via	ADP
ajase-5421	92	39	email	email	NOUN
ajase-5421	92	40	.	.	PUNCT
ajase-5421	93	1	conversely	conversely	ADV
ajase-5421	93	2	,	,	PUNCT
ajase-5421	93	3	whatsapp	whatsapp	ADJ
ajase-5421	93	4	integration	integration	NOUN
ajase-5421	93	5	covers	cover	VERB
ajase-5421	93	6	92	92	NUM
ajase-5421	93	7	%	%	NOUN
ajase-5421	93	8	of	of	ADP
ajase-5421	93	9	the	the	DET
ajase-5421	93	10	urban	urban	ADJ
ajase-5421	93	11	population	population	NOUN
ajase-5421	93	12	but	but	CCONJ
ajase-5421	93	13	only	only	ADV
ajase-5421	93	14	34	34	NUM
ajase-5421	93	15	%	%	NOUN
ajase-5421	93	16	in	in	ADP
ajase-5421	93	17	rural	rural	ADJ
ajase-5421	93	18	populations	population	NOUN
ajase-5421	93	19	.	.	PUNCT
ajase-5421	94	1	such	such	ADJ
ajase-5421	94	2	information	information	NOUN
ajase-5421	94	3	is	be	AUX
ajase-5421	94	4	critical	critical	ADJ
ajase-5421	94	5	in	in	ADP
ajase-5421	94	6	designing	design	VERB
ajase-5421	94	7	alert	alert	NOUN
ajase-5421	94	8	systems	system	NOUN
ajase-5421	94	9	tailored	tailor	VERB
ajase-5421	94	10	to	to	ADP
ajase-5421	94	11	nigeria	nigeria	PROPN
ajase-5421	94	12	’s	’s	PART
ajase-5421	94	13	situation	situation	NOUN
ajase-5421	94	14	.	.	PUNCT
ajase-5421	95	1	gaps	gap	NOUN
ajase-5421	95	2	in	in	ADP
ajase-5421	95	3	current	current	ADJ
ajase-5421	95	4	literature	literature	NOUN
ajase-5421	95	5	global	global	ADJ
ajase-5421	95	6	research	research	NOUN
ajase-5421	95	7	has	have	AUX
ajase-5421	95	8	shown	show	VERB
ajase-5421	95	9	that	that	SCONJ
ajase-5421	95	10	time	time	NOUN
ajase-5421	95	11	series	series	NOUN
ajase-5421	95	12	analysis	analysis	NOUN
ajase-5421	95	13	is	be	AUX
ajase-5421	95	14	effective	effective	ADJ
ajase-5421	95	15	in	in	ADP
ajase-5421	95	16	grid	grid	NOUN
ajase-5421	95	17	monitoring	monitoring	NOUN
ajase-5421	95	18	,	,	PUNCT
ajase-5421	95	19	with	with	ADP
ajase-5421	95	20	ensemble	ensemble	ADJ
ajase-5421	95	21	methods	method	NOUN
ajase-5421	95	22	being	be	AUX
ajase-5421	95	23	85	85	NUM
ajase-5421	95	24	%	%	NOUN
ajase-5421	95	25	accurate	accurate	ADJ
ajase-5421	95	26	in	in	ADP
ajase-5421	95	27	pre	pre	ADJ
ajase-5421	95	28	-	-	ADJ
ajase-5421	95	29	fault	fault	VERB
ajase-5421	95	30	condition	condition	NOUN
ajase-5421	95	31	detection	detection	NOUN
ajase-5421	95	32	(	(	PUNCT
ajase-5421	95	33	kumar	kumar	PROPN
ajase-5421	95	34	&	&	CCONJ
ajase-5421	95	35	patel	patel	PROPN
ajase-5421	95	36	,	,	PUNCT
ajase-5421	95	37	2022	2022	NUM
ajase-5421	95	38	)	)	PUNCT
ajase-5421	95	39	.	.	PUNCT
ajase-5421	96	1	the	the	DET
ajase-5421	96	2	majority	majority	NOUN
ajase-5421	96	3	of	of	ADP
ajase-5421	96	4	available	available	ADJ
ajase-5421	96	5	solutions	solution	NOUN
ajase-5421	96	6	are	be	AUX
ajase-5421	96	7	,	,	PUNCT
ajase-5421	96	8	however	however	ADV
ajase-5421	96	9	,	,	PUNCT
ajase-5421	96	10	designed	design	VERB
ajase-5421	96	11	with	with	ADP
ajase-5421	96	12	respect	respect	NOUN
ajase-5421	96	13	to	to	PART
ajase-5421	96	14	steadystate	steadystate	VERB
ajase-5421	96	15	grid	grid	NOUN
ajase-5421	96	16	conditions	condition	NOUN
ajase-5421	96	17	,	,	PUNCT
ajase-5421	96	18	which	which	PRON
ajase-5421	96	19	could	could	AUX
ajase-5421	96	20	be	be	AUX
ajase-5421	96	21	non	non	ADJ
ajase-5421	96	22	-	-	ADJ
ajase-5421	96	23	transferable	transferable	ADJ
ajase-5421	96	24	in	in	ADP
ajase-5421	96	25	nigeria	nigeria	PROPN
ajase-5421	96	26	’s	’s	PART
ajase-5421	96	27	special	special	ADJ
ajase-5421	96	28	case	case	NOUN
ajase-5421	96	29	problems	problem	NOUN
ajase-5421	96	30	like	like	ADP
ajase-5421	96	31	outages	outage	NOUN
ajase-5421	96	32	,	,	PUNCT
ajase-5421	96	33	generator	generator	NOUN
ajase-5421	96	34	replacement	replacement	NOUN
ajase-5421	96	35	,	,	PUNCT
ajase-5421	96	36	and	and	CCONJ
ajase-5421	96	37	irregular	irregular	ADJ
ajase-5421	96	38	supply	supply	NOUN
ajase-5421	96	39	patterns	pattern	NOUN
ajase-5421	96	40	.	.	PUNCT
ajase-5421	97	1	this	this	DET
ajase-5421	97	2	highlights	highlight	VERB
ajase-5421	97	3	a	a	DET
ajase-5421	97	4	gap	gap	NOUN
ajase-5421	97	5	in	in	ADP
ajase-5421	97	6	comprehensive	comprehensive	ADJ
ajase-5421	97	7	frameworks	framework	NOUN
ajase-5421	97	8	for	for	ADP
ajase-5421	97	9	nigeria	nigeria	PROPN
ajase-5421	97	10	’s	’s	PART
ajase-5421	97	11	power	power	NOUN
ajase-5421	97	12	system	system	NOUN
ajase-5421	97	13	context	context	NOUN
ajase-5421	97	14	.	.	PUNCT
ajase-5421	98	1	research	research	NOUN
ajase-5421	98	2	objectives	objective	VERB
ajase-5421	98	3	the	the	DET
ajase-5421	98	4	research	research	NOUN
ajase-5421	98	5	aims	aim	VERB
ajase-5421	98	6	at	at	ADP
ajase-5421	98	7	developing	develop	VERB
ajase-5421	98	8	an	an	DET
ajase-5421	98	9	automatic	automatic	ADJ
ajase-5421	98	10	anomaly	anomaly	NOUN
ajase-5421	98	11	detection	detection	NOUN
ajase-5421	98	12	system	system	NOUN
ajase-5421	98	13	for	for	ADP
ajase-5421	98	14	nigeria	nigeria	PROPN
ajase-5421	98	15	’s	’s	PART
ajase-5421	98	16	power	power	NOUN
ajase-5421	98	17	grid	grid	NOUN
ajase-5421	98	18	with	with	ADP
ajase-5421	98	19	the	the	DET
ajase-5421	98	20	goal	goal	NOUN
ajase-5421	98	21	of	of	ADP
ajase-5421	98	22	improving	improve	VERB
ajase-5421	98	23	existing	exist	VERB
ajase-5421	98	24	algorithms	algorithm	NOUN
ajase-5421	98	25	to	to	PART
ajase-5421	98	26	amend	amend	VERB
ajase-5421	98	27	issues	issue	NOUN
ajase-5421	98	28	like	like	ADP
ajase-5421	98	29	persistent	persistent	ADJ
ajase-5421	98	30	outages	outage	NOUN
ajase-5421	98	31	and	and	CCONJ
ajase-5421	98	32	generator	generator	NOUN
ajase-5421	98	33	switchover	switchover	PROPN
ajase-5421	98	34	.	.	PUNCT
ajase-5421	99	1	the	the	DET
ajase-5421	99	2	research	research	NOUN
ajase-5421	99	3	evaluates	evaluate	NOUN
ajase-5421	99	4	and	and	CCONJ
ajase-5421	99	5	analyzes	analyze	VERB
ajase-5421	99	6	various	various	ADJ
ajase-5421	99	7	detection	detection	NOUN
ajase-5421	99	8	algorithms	algorithm	NOUN
ajase-5421	99	9	to	to	PART
ajase-5421	99	10	learn	learn	VERB
ajase-5421	99	11	how	how	SCONJ
ajase-5421	99	12	effective	effective	ADJ
ajase-5421	99	13	they	they	PRON
ajase-5421	99	14	can	can	AUX
ajase-5421	99	15	be	be	AUX
ajase-5421	99	16	in	in	ADP
ajase-5421	99	17	detecting	detect	VERB
ajase-5421	99	18	grid	grid	NOUN
ajase-5421	99	19	anomalies	anomaly	NOUN
ajase-5421	99	20	.	.	PUNCT
ajase-5421	100	1	the	the	DET
ajase-5421	100	2	model	model	NOUN
ajase-5421	100	3	is	be	AUX
ajase-5421	100	4	anticipated	anticipate	VERB
ajase-5421	100	5	to	to	PART
ajase-5421	100	6	be	be	AUX
ajase-5421	100	7	tested	test	VERB
ajase-5421	100	8	using	use	VERB
ajase-5421	100	9	real	real	ADJ
ajase-5421	100	10	consumption	consumption	NOUN
ajase-5421	100	11	data	datum	NOUN
ajase-5421	100	12	from	from	ADP
ajase-5421	100	13	nigerian	nigerian	ADJ
ajase-5421	100	14	power	power	NOUN
ajase-5421	100	15	utilities	utility	NOUN
ajase-5421	100	16	to	to	PART
ajase-5421	100	17	make	make	VERB
ajase-5421	100	18	it	it	PRON
ajase-5421	100	19	realistic	realistic	ADJ
ajase-5421	100	20	and	and	CCONJ
ajase-5421	100	21	usable	usable	ADJ
ajase-5421	100	22	.	.	PUNCT
ajase-5421	101	1	the	the	DET
ajase-5421	101	2	study	study	NOUN
ajase-5421	101	3	also	also	ADV
ajase-5421	101	4	explores	explore	VERB
ajase-5421	101	5	the	the	DET
ajase-5421	101	6	economic	economic	ADJ
ajase-5421	101	7	benefits	benefit	NOUN
ajase-5421	101	8	of	of	ADP
ajase-5421	101	9	more	more	ADV
ajase-5421	101	10	efficient	efficient	ADJ
ajase-5421	101	11	and	and	CCONJ
ajase-5421	101	12	stable	stable	ADJ
ajase-5421	101	13	electricity	electricity	NOUN
ajase-5421	101	14	supply	supply	NOUN
ajase-5421	101	15	in	in	ADP
ajase-5421	101	16	nigeria	nigeria	PROPN
ajase-5421	101	17	,	,	PUNCT
ajase-5421	101	18	and	and	CCONJ
ajase-5421	101	19	the	the	DET
ajase-5421	101	20	necessity	necessity	NOUN
ajase-5421	101	21	of	of	ADP
ajase-5421	101	22	better	well	ADJ
ajase-5421	101	23	anomaly	anomaly	NOUN
ajase-5421	101	24	detection	detection	NOUN
ajase-5421	101	25	for	for	ADP
ajase-5421	101	26	a	a	DET
ajase-5421	101	27	more	more	ADV
ajase-5421	101	28	stable	stable	ADJ
ajase-5421	101	29	energy	energy	NOUN
ajase-5421	101	30	world	world	NOUN
ajase-5421	101	31	.	.	PUNCT
ajase-5421	102	1	materials	material	NOUN
ajase-5421	102	2	and	and	CCONJ
ajase-5421	102	3	methods	method	NOUN
ajase-5421	102	4	data	datum	NOUN
ajase-5421	102	5	description	description	NOUN
ajase-5421	102	6	and	and	CCONJ
ajase-5421	102	7	nigerian	nigerian	ADJ
ajase-5421	102	8	context	context	NOUN
ajase-5421	102	9	this	this	DET
ajase-5421	102	10	study	study	NOUN
ajase-5421	102	11	employs	employ	VERB
ajase-5421	102	12	data	datum	NOUN
ajase-5421	102	13	on	on	ADP
ajase-5421	102	14	electricity	electricity	NOUN
ajase-5421	102	15	consumption	consumption	NOUN
ajase-5421	102	16	gleaned	glean	VERB
ajase-5421	102	17	from	from	ADP
ajase-5421	102	18	data	datum	NOUN
ajase-5421	102	19	collection	collection	NOUN
ajase-5421	102	20	in	in	ADP
ajase-5421	102	21	collaboration	collaboration	NOUN
ajase-5421	102	22	with	with	ADP
ajase-5421	102	23	the	the	DET
ajase-5421	102	24	transmission	transmission	NOUN
ajase-5421	102	25	company	company	NOUN
ajase-5421	102	26	of	of	ADP
ajase-5421	102	27	nigeria	nigeria	PROPN
ajase-5421	102	28	(	(	PUNCT
ajase-5421	102	29	tcn	tcn	PROPN
ajase-5421	102	30	)	)	PUNCT
ajase-5421	102	31	and	and	CCONJ
ajase-5421	102	32	cooperating	cooperate	VERB
ajase-5421	102	33	distribution	distribution	NOUN
ajase-5421	102	34	companies	company	NOUN
ajase-5421	102	35	(	(	PUNCT
ajase-5421	102	36	tcn	tcn	NOUN
ajase-5421	102	37	2023	2023	NUM
ajase-5421	102	38	)	)	PUNCT
ajase-5421	102	39	.	.	PUNCT
ajase-5421	103	1	the	the	DET
ajase-5421	103	2	data	datum	NOUN
ajase-5421	103	3	include	include	VERB
ajase-5421	103	4	three	three	NUM
ajase-5421	103	5	years	year	NOUN
ajase-5421	103	6	(	(	PUNCT
ajase-5421	103	7	2021	2021	NUM
ajase-5421	103	8	-	-	SYM
ajase-5421	103	9	2023	2023	NUM
ajase-5421	103	10	)	)	PUNCT
ajase-5421	103	11	worth	worth	NOUN
ajase-5421	103	12	of	of	ADP
ajase-5421	103	13	readings	reading	NOUN
ajase-5421	103	14	from	from	ADP
ajase-5421	103	15	various	various	ADJ
ajase-5421	103	16	grid	grid	NOUN
ajase-5421	103	17	segments	segment	NOUN
ajase-5421	103	18	of	of	ADP
ajase-5421	103	19	nigeria	nigeria	PROPN
ajase-5421	103	20	’s	’s	PART
ajase-5421	103	21	power	power	NOUN
ajase-5421	103	22	grid	grid	NOUN
ajase-5421	103	23	,	,	PUNCT
ajase-5421	103	24	as	as	SCONJ
ajase-5421	103	25	shown	show	VERB
ajase-5421	103	26	in	in	ADP
ajase-5421	103	27	table	table	NOUN
ajase-5421	103	28	1	1	NUM
ajase-5421	103	29	table	table	NOUN
ajase-5421	103	30	1	1	NUM
ajase-5421	103	31	:	:	PUNCT
ajase-5421	103	32	dataset	dataset	ADJ
ajase-5421	103	33	coverage	coverage	NOUN
ajase-5421	103	34	across	across	ADP
ajase-5421	103	35	nigerian	nigerian	ADJ
ajase-5421	103	36	power	power	NOUN
ajase-5421	103	37	system	system	NOUN
ajase-5421	103	38	segments	segment	NOUN
ajase-5421	103	39	grid	grid	VERB
ajase-5421	103	40	segment	segment	NOUN
ajase-5421	103	41	distribution	distribution	NOUN
ajase-5421	103	42	companies	company	NOUN
ajase-5421	103	43	coverage	coverage	NOUN
ajase-5421	103	44	area	area	NOUN
ajase-5421	103	45	data	datum	NOUN
ajase-5421	103	46	points	point	NOUN
ajase-5421	103	47	time	time	NOUN
ajase-5421	103	48	resolution	resolution	PROPN
ajase-5421	103	49	northern	northern	PROPN
ajase-5421	103	50	kaduna	kaduna	PROPN
ajase-5421	103	51	electric	electric	PROPN
ajase-5421	103	52	,	,	PUNCT
ajase-5421	103	53	kano	kano	PROPN
ajase-5421	103	54	electric	electric	PROPN
ajase-5421	103	55	,	,	PUNCT
ajase-5421	103	56	jos	jos	PROPN
ajase-5421	103	57	electric	electric	PROPN
ajase-5421	103	58	kaduna	kaduna	PROPN
ajase-5421	103	59	,	,	PUNCT
ajase-5421	103	60	kano	kano	PROPN
ajase-5421	103	61	,	,	PUNCT
ajase-5421	103	62	plateau	plateau	NOUN
ajase-5421	103	63	states	state	VERB
ajase-5421	103	64	315,360	315,360	NUM
ajase-5421	103	65	15	15	NUM
ajase-5421	103	66	-	-	PUNCT
ajase-5421	103	67	minute	minute	NOUN
ajase-5421	103	68	intervals	interval	NOUN
ajase-5421	103	69	middle	middle	ADJ
ajase-5421	103	70	belt	belt	NOUN
ajase-5421	103	71	abuja	abuja	PROPN
ajase-5421	103	72	electric	electric	PROPN
ajase-5421	103	73	distribution	distribution	NOUN
ajase-5421	103	74	company	company	NOUN
ajase-5421	103	75	(	(	PUNCT
ajase-5421	103	76	aedc	aedc	NOUN
ajase-5421	103	77	)	)	PUNCT
ajase-5421	103	78	fct	fct	NOUN
ajase-5421	103	79	,	,	PUNCT
ajase-5421	103	80	niger	niger	NOUN
ajase-5421	103	81	,	,	PUNCT
ajase-5421	103	82	kogi	kogi	PROPN
ajase-5421	103	83	,	,	PUNCT
ajase-5421	103	84	nasarawa	nasarawa	NOUN
ajase-5421	103	85	262,800	262,800	NUM
ajase-5421	103	86	15	15	NUM
ajase-5421	103	87	-	-	PUNCT
ajase-5421	103	88	minute	minute	NOUN
ajase-5421	103	89	intervals	interval	NOUN
ajase-5421	103	90	pa	pa	PROPN
ajase-5421	103	91	ge	ge	PROPN
ajase-5421	103	92	15	15	NUM
ajase-5421	103	93	7	7	NUM
ajase-5421	103	94	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	103	95	am	am	NOUN
ajase-5421	103	96	.	.	PUNCT
ajase-5421	104	1	j.	j.	PROPN
ajase-5421	104	2	appl	appl	PROPN
ajase-5421	104	3	.	.	PROPN
ajase-5421	105	1	stat	stat	PROPN
ajase-5421	105	2	.	.	PUNCT
ajase-5421	106	1	econ	econ	PROPN
ajase-5421	106	2	.	.	PUNCT
ajase-5421	107	1	4(1	4(1	X
ajase-5421	107	2	)	)	PUNCT
ajase-5421	107	3	154	154	NUM
ajase-5421	107	4	-	-	SYM
ajase-5421	107	5	165	165	NUM
ajase-5421	107	6	,	,	PUNCT
ajase-5421	107	7	2025	2025	NUM
ajase-5421	107	8	the	the	DET
ajase-5421	107	9	database	database	NOUN
ajase-5421	107	10	holds	hold	VERB
ajase-5421	107	11	measurements	measurement	NOUN
ajase-5421	107	12	every	every	DET
ajase-5421	107	13	15	15	NUM
ajase-5421	107	14	minutes	minute	NOUN
ajase-5421	107	15	for	for	ADP
ajase-5421	107	16	parameters	parameter	NOUN
ajase-5421	107	17	like	like	ADP
ajase-5421	107	18	system	system	NOUN
ajase-5421	107	19	load	load	NOUN
ajase-5421	107	20	,	,	PUNCT
ajase-5421	107	21	generation	generation	NOUN
ajase-5421	107	22	capacity	capacity	NOUN
ajase-5421	107	23	,	,	PUNCT
ajase-5421	107	24	grid	grid	NOUN
ajase-5421	107	25	frequency	frequency	NOUN
ajase-5421	107	26	,	,	PUNCT
ajase-5421	107	27	voltage	voltage	NOUN
ajase-5421	107	28	level	level	NOUN
ajase-5421	107	29	in	in	ADP
ajase-5421	107	30	major	major	ADJ
ajase-5421	107	31	substations	substation	NOUN
ajase-5421	107	32	,	,	PUNCT
ajase-5421	107	33	power	power	NOUN
ajase-5421	107	34	factor	factor	NOUN
ajase-5421	107	35	measurements	measurement	NOUN
ajase-5421	107	36	,	,	PUNCT
ajase-5421	107	37	load	load	NOUN
ajase-5421	107	38	shedding	shed	VERB
ajase-5421	107	39	operations	operation	NOUN
ajase-5421	107	40	,	,	PUNCT
ajase-5421	107	41	and	and	CCONJ
ajase-5421	107	42	generator	generator	NOUN
ajase-5421	107	43	switch	switch	NOUN
ajase-5421	107	44	operations	operation	NOUN
ajase-5421	107	45	.	.	PUNCT
ajase-5421	108	1	extra	extra	ADJ
ajase-5421	108	2	variables	variable	NOUN
ajase-5421	108	3	such	such	ADJ
ajase-5421	108	4	as	as	ADP
ajase-5421	108	5	alerts	alert	NOUN
ajase-5421	108	6	for	for	ADP
ajase-5421	108	7	when	when	SCONJ
ajase-5421	108	8	alternate	alternate	ADJ
ajase-5421	108	9	energy	energy	NOUN
ajase-5421	108	10	sources	source	NOUN
ajase-5421	108	11	are	be	AUX
ajase-5421	108	12	energized	energize	VERB
ajase-5421	108	13	,	,	PUNCT
ajase-5421	108	14	scheduled	schedule	VERB
ajase-5421	108	15	maintenance	maintenance	NOUN
ajase-5421	108	16	schedules	schedule	NOUN
ajase-5421	108	17	by	by	ADP
ajase-5421	108	18	the	the	DET
ajase-5421	108	19	transmission	transmission	NOUN
ajase-5421	108	20	company	company	NOUN
ajase-5421	108	21	of	of	ADP
ajase-5421	108	22	nigeria	nigeria	PROPN
ajase-5421	108	23	(	(	PUNCT
ajase-5421	108	24	tcn	tcn	PROPN
ajase-5421	108	25	)	)	PUNCT
ajase-5421	108	26	,	,	PUNCT
ajase-5421	108	27	load	load	NOUN
ajase-5421	108	28	profiles	profile	NOUN
ajase-5421	108	29	of	of	ADP
ajase-5421	108	30	large	large	ADJ
ajase-5421	108	31	industrial	industrial	ADJ
ajase-5421	108	32	customers	customer	NOUN
ajase-5421	108	33	,	,	PUNCT
ajase-5421	108	34	weather	weather	NOUN
ajase-5421	108	35	conditions	condition	NOUN
ajase-5421	108	36	from	from	ADP
ajase-5421	108	37	the	the	DET
ajase-5421	108	38	nigerian	nigerian	ADJ
ajase-5421	108	39	meteorological	meteorological	ADJ
ajase-5421	108	40	agency	agency	NOUN
ajase-5421	108	41	(	(	PUNCT
ajase-5421	108	42	nimet	nimet	PROPN
ajase-5421	108	43	)	)	PUNCT
ajase-5421	108	44	(	(	PUNCT
ajase-5421	108	45	2023	2023	NUM
ajase-5421	108	46	)	)	PUNCT
ajase-5421	108	47	,	,	PUNCT
ajase-5421	108	48	and	and	CCONJ
ajase-5421	108	49	fuel	fuel	NOUN
ajase-5421	108	50	supply	supply	NOUN
ajase-5421	108	51	disruptions	disruption	NOUN
ajase-5421	108	52	records	record	NOUN
ajase-5421	108	53	from	from	ADP
ajase-5421	108	54	the	the	DET
ajase-5421	108	55	nigerian	nigerian	ADJ
ajase-5421	108	56	national	national	ADJ
ajase-5421	108	57	petroleum	petroleum	NOUN
ajase-5421	108	58	corporation	corporation	NOUN
ajase-5421	108	59	(	(	PUNCT
ajase-5421	108	60	nnpc	nnpc	NOUN
ajase-5421	108	61	)	)	PUNCT
ajase-5421	108	62	were	be	AUX
ajase-5421	108	63	added	add	VERB
ajase-5421	108	64	to	to	PART
ajase-5421	108	65	make	make	VERB
ajase-5421	108	66	the	the	DET
ajase-5421	108	67	analysis	analysis	NOUN
ajase-5421	108	68	more	more	ADJ
ajase-5421	108	69	nigeria	nigeria	NOUN
ajase-5421	108	70	-	-	PUNCT
ajase-5421	108	71	specific	specific	NOUN
ajase-5421	108	72	.	.	PUNCT
ajase-5421	109	1	this	this	DET
ajase-5421	109	2	comprehensive	comprehensive	ADJ
ajase-5421	109	3	dataset	dataset	NOUN
ajase-5421	109	4	aims	aim	VERB
ajase-5421	109	5	to	to	PART
ajase-5421	109	6	enhance	enhance	VERB
ajase-5421	109	7	our	our	PRON
ajase-5421	109	8	knowledge	knowledge	NOUN
ajase-5421	109	9	and	and	CCONJ
ajase-5421	109	10	control	control	NOUN
ajase-5421	109	11	of	of	ADP
ajase-5421	109	12	nigeria	nigeria	PROPN
ajase-5421	109	13	’s	’s	PART
ajase-5421	109	14	power	power	NOUN
ajase-5421	109	15	system	system	NOUN
ajase-5421	109	16	dynamics	dynamic	NOUN
ajase-5421	109	17	.	.	PUNCT
ajase-5421	110	1	framework	framework	NOUN
ajase-5421	110	2	architecture	architecture	NOUN
ajase-5421	110	3	the	the	DET
ajase-5421	110	4	proposed	propose	VERB
ajase-5421	110	5	framework	framework	NOUN
ajase-5421	110	6	is	be	AUX
ajase-5421	110	7	made	make	VERB
ajase-5421	110	8	up	up	ADP
ajase-5421	110	9	of	of	ADP
ajase-5421	110	10	five	five	NUM
ajase-5421	110	11	key	key	ADJ
ajase-5421	110	12	components	component	NOUN
ajase-5421	110	13	specifically	specifically	ADV
ajase-5421	110	14	tailored	tailor	VERB
ajase-5421	110	15	for	for	ADP
ajase-5421	110	16	nigeria	nigeria	PROPN
ajase-5421	110	17	’s	’s	PART
ajase-5421	110	18	power	power	NOUN
ajase-5421	110	19	system	system	NOUN
ajase-5421	110	20	,	,	PUNCT
ajase-5421	110	21	as	as	SCONJ
ajase-5421	110	22	shown	show	VERB
ajase-5421	110	23	in	in	ADP
ajase-5421	110	24	figure	figure	NOUN
ajase-5421	110	25	1	1	NUM
ajase-5421	110	26	.	.	PUNCT
ajase-5421	111	1	lagos	lago	NOUN
ajase-5421	111	2	lagos	lagos	PROPN
ajase-5421	111	3	state	state	NOUN
ajase-5421	111	4	electricity	electricity	NOUN
ajase-5421	111	5	board	board	NOUN
ajase-5421	111	6	,	,	PUNCT
ajase-5421	111	7	ikeja	ikeja	PROPN
ajase-5421	111	8	electric	electric	ADJ
ajase-5421	111	9	lagos	lagos	PROPN
ajase-5421	111	10	state	state	NOUN
ajase-5421	111	11	394,560	394,560	NUM
ajase-5421	111	12	15	15	NUM
ajase-5421	111	13	-	-	PUNCT
ajase-5421	111	14	minute	minute	NOUN
ajase-5421	111	15	intervals	interval	NOUN
ajase-5421	111	16	south	south	ADJ
ajase-5421	111	17	-	-	PUNCT
ajase-5421	111	18	south	south	NOUN
ajase-5421	111	19	port	port	PROPN
ajase-5421	111	20	harcourt	harcourt	PROPN
ajase-5421	111	21	electric	electric	PROPN
ajase-5421	111	22	,	,	PUNCT
ajase-5421	111	23	benin	benin	PROPN
ajase-5421	111	24	electric	electric	PROPN
ajase-5421	111	25	rivers	river	NOUN
ajase-5421	111	26	,	,	PUNCT
ajase-5421	111	27	delta	delta	PROPN
ajase-5421	112	1	,	,	PUNCT
ajase-5421	112	2	edo	edo	PROPN
ajase-5421	112	3	states	state	VERB
ajase-5421	112	4	288,720	288,720	NUM
ajase-5421	112	5	15	15	NUM
ajase-5421	112	6	-	-	PUNCT
ajase-5421	112	7	minute	minute	NOUN
ajase-5421	112	8	intervals	interval	NOUN
ajase-5421	112	9	south	south	NOUN
ajase-5421	112	10	-	-	PUNCT
ajase-5421	112	11	west	west	PROPN
ajase-5421	112	12	ibadan	ibadan	PROPN
ajase-5421	112	13	electric	electric	PROPN
ajase-5421	112	14	,	,	PUNCT
ajase-5421	112	15	osogbo	osogbo	PROPN
ajase-5421	112	16	electric	electric	PROPN
ajase-5421	112	17	oyo	oyo	PROPN
ajase-5421	112	18	,	,	PUNCT
ajase-5421	112	19	osun	osun	PROPN
ajase-5421	112	20	,	,	PUNCT
ajase-5421	112	21	ogun	ogun	PROPN
ajase-5421	112	22	states	state	VERB
ajase-5421	112	23	315,360	315,360	NUM
ajase-5421	112	24	15	15	NUM
ajase-5421	112	25	-	-	PUNCT
ajase-5421	112	26	minute	minute	NOUN
ajase-5421	112	27	intervals	interval	NOUN
ajase-5421	112	28	total	total	VERB
ajase-5421	112	29	11	11	NUM
ajase-5421	112	30	distribution	distribution	NOUN
ajase-5421	112	31	companies	company	NOUN
ajase-5421	112	32	nigeria	nigeria	ADV
ajase-5421	112	33	-	-	PUNCT
ajase-5421	112	34	wide	wide	ADJ
ajase-5421	112	35	coverage	coverage	NOUN
ajase-5421	112	36	1,576,800	1,576,800	NUM
ajase-5421	112	37	15	15	NUM
ajase-5421	112	38	-	-	PUNCT
ajase-5421	112	39	minute	minute	NOUN
ajase-5421	112	40	intervals	interval	NOUN
ajase-5421	112	41	figure	figure	VERB
ajase-5421	112	42	1	1	NUM
ajase-5421	112	43	:	:	PUNCT
ajase-5421	112	44	nigerian	nigerian	ADJ
ajase-5421	112	45	grid	grid	NOUN
ajase-5421	112	46	stability	stability	NOUN
ajase-5421	112	47	monitoring	monitor	VERB
ajase-5421	112	48	framework	framework	NOUN
ajase-5421	112	49	architecture	architecture	NOUN
ajase-5421	112	50	.	.	PUNCT
ajase-5421	113	1	the	the	DET
ajase-5421	113	2	framework	framework	NOUN
ajase-5421	113	3	comprises	comprise	VERB
ajase-5421	113	4	five	five	NUM
ajase-5421	113	5	layers	layer	NOUN
ajase-5421	113	6	:	:	PUNCT
ajase-5421	113	7	data	datum	NOUN
ajase-5421	113	8	input	input	NOUN
ajase-5421	113	9	layer	layer	NOUN
ajase-5421	113	10	,	,	PUNCT
ajase-5421	113	11	data	datum	NOUN
ajase-5421	113	12	preprocessing	preprocessing	NOUN
ajase-5421	113	13	module	module	NOUN
ajase-5421	113	14	,	,	PUNCT
ajase-5421	113	15	grid	grid	NOUN
ajase-5421	113	16	decomposition	decomposition	NOUN
ajase-5421	113	17	module	module	NOUN
ajase-5421	113	18	,	,	PUNCT
ajase-5421	113	19	anomaly	anomaly	NOUN
ajase-5421	113	20	detection	detection	NOUN
ajase-5421	113	21	methods	method	NOUN
ajase-5421	113	22	and	and	CCONJ
ajase-5421	113	23	visualization	visualization	NOUN
ajase-5421	113	24	&	&	CCONJ
ajase-5421	113	25	alerts	alert	VERB
ajase-5421	113	26	the	the	DET
ajase-5421	113	27	data	datum	NOUN
ajase-5421	113	28	preprocessing	preprocessing	NOUN
ajase-5421	113	29	module	module	NOUN
ajase-5421	113	30	is	be	AUX
ajase-5421	113	31	all	all	ADV
ajase-5421	113	32	about	about	ADP
ajase-5421	113	33	working	work	VERB
ajase-5421	113	34	on	on	ADP
ajase-5421	113	35	the	the	DET
ajase-5421	113	36	special	special	ADJ
ajase-5421	113	37	issues	issue	NOUN
ajase-5421	113	38	brought	bring	VERB
ajase-5421	113	39	by	by	ADP
ajase-5421	113	40	the	the	DET
ajase-5421	113	41	nigerian	nigerian	ADJ
ajase-5421	113	42	power	power	NOUN
ajase-5421	113	43	grid	grid	NOUN
ajase-5421	113	44	.	.	PUNCT
ajase-5421	114	1	it	it	PRON
ajase-5421	114	2	applies	apply	VERB
ajase-5421	114	3	targeted	target	VERB
ajase-5421	114	4	methods	method	NOUN
ajase-5421	114	5	to	to	PART
ajase-5421	114	6	solve	solve	VERB
ajase-5421	114	7	missing	missing	ADJ
ajase-5421	114	8	values	value	NOUN
ajase-5421	114	9	,	,	PUNCT
ajase-5421	114	10	especially	especially	ADV
ajase-5421	114	11	employing	employ	VERB
ajase-5421	114	12	interpolation	interpolation	NOUN
ajase-5421	114	13	techniques	technique	NOUN
ajase-5421	114	14	in	in	ADP
ajase-5421	114	15	view	view	NOUN
ajase-5421	114	16	of	of	ADP
ajase-5421	114	17	the	the	DET
ajase-5421	114	18	prevalent	prevalent	ADJ
ajase-5421	114	19	outages	outage	NOUN
ajase-5421	114	20	.	.	PUNCT
ajase-5421	115	1	the	the	DET
ajase-5421	115	2	module	module	NOUN
ajase-5421	115	3	also	also	ADV
ajase-5421	115	4	highlights	highlight	VERB
ajase-5421	115	5	the	the	DET
ajase-5421	115	6	importance	importance	NOUN
ajase-5421	115	7	of	of	ADP
ajase-5421	115	8	detecting	detect	VERB
ajase-5421	115	9	outliers	outlier	NOUN
ajase-5421	115	10	while	while	SCONJ
ajase-5421	115	11	considering	consider	VERB
ajase-5421	115	12	the	the	DET
ajase-5421	115	13	legitimate	legitimate	ADJ
ajase-5421	115	14	zero	zero	NUM
ajase-5421	115	15	-	-	PUNCT
ajase-5421	115	16	consumption	consumption	NOUN
ajase-5421	115	17	time	time	NOUN
ajase-5421	115	18	during	during	ADP
ajase-5421	115	19	power	power	NOUN
ajase-5421	115	20	grid	grid	NOUN
ajase-5421	115	21	outages	outage	NOUN
ajase-5421	115	22	.	.	PUNCT
ajase-5421	116	1	in	in	ADP
ajase-5421	116	2	addition	addition	NOUN
ajase-5421	116	3	to	to	ADP
ajase-5421	116	4	this	this	PRON
ajase-5421	116	5	,	,	PUNCT
ajase-5421	116	6	it	it	PRON
ajase-5421	116	7	comprises	comprise	VERB
ajase-5421	116	8	the	the	DET
ajase-5421	116	9	identification	identification	NOUN
ajase-5421	116	10	and	and	CCONJ
ajase-5421	116	11	classification	classification	NOUN
ajase-5421	116	12	of	of	ADP
ajase-5421	116	13	generator	generator	NOUN
ajase-5421	116	14	switching	switching	NOUN
ajase-5421	116	15	,	,	PUNCT
ajase-5421	116	16	as	as	ADV
ajase-5421	116	17	well	well	ADV
ajase-5421	116	18	as	as	ADP
ajase-5421	116	19	taking	take	VERB
ajase-5421	116	20	into	into	ADP
ajase-5421	116	21	account	account	NOUN
ajase-5421	116	22	external	external	ADJ
ajase-5421	116	23	conditions	condition	NOUN
ajase-5421	116	24	such	such	ADJ
ajase-5421	116	25	as	as	ADP
ajase-5421	116	26	fuel	fuel	NOUN
ajase-5421	116	27	availability	availability	NOUN
ajase-5421	116	28	,	,	PUNCT
ajase-5421	116	29	climatic	climatic	ADJ
ajase-5421	116	30	conditions	condition	NOUN
ajase-5421	116	31	,	,	PUNCT
ajase-5421	116	32	and	and	CCONJ
ajase-5421	116	33	maintenance	maintenance	NOUN
ajase-5421	116	34	time	time	NOUN
ajase-5421	116	35	.	.	PUNCT
ajase-5421	117	1	then	then	ADV
ajase-5421	117	2	there	there	PRON
ajase-5421	117	3	is	be	VERB
ajase-5421	117	4	the	the	DET
ajase-5421	117	5	nigerian	nigerian	ADJ
ajase-5421	117	6	grid	grid	NOUN
ajase-5421	117	7	decomposition	decomposition	NOUN
ajase-5421	117	8	module	module	NOUN
ajase-5421	117	9	,	,	PUNCT
ajase-5421	117	10	which	which	PRON
ajase-5421	117	11	makes	make	VERB
ajase-5421	117	12	use	use	NOUN
ajase-5421	117	13	of	of	ADP
ajase-5421	117	14	seasonally	seasonally	ADV
ajase-5421	117	15	-	-	PUNCT
ajase-5421	117	16	adjusted	adjust	VERB
ajase-5421	117	17	decomposition	decomposition	NOUN
ajase-5421	117	18	specifically	specifically	ADV
ajase-5421	117	19	designed	design	VERB
ajase-5421	117	20	for	for	ADP
ajase-5421	117	21	the	the	DET
ajase-5421	117	22	special	special	ADJ
ajase-5421	117	23	consumption	consumption	NOUN
ajase-5421	117	24	patterns	pattern	NOUN
ajase-5421	117	25	of	of	ADP
ajase-5421	117	26	the	the	DET
ajase-5421	117	27	country	country	NOUN
ajase-5421	117	28	.	.	PUNCT
ajase-5421	118	1	it	it	PRON
ajase-5421	118	2	predicts	predict	VERB
ajase-5421	118	3	how	how	SCONJ
ajase-5421	118	4	consumption	consumption	NOUN
ajase-5421	118	5	changes	change	NOUN
ajase-5421	118	6	between	between	ADP
ajase-5421	118	7	rainy	rainy	ADJ
ajase-5421	118	8	and	and	CCONJ
ajase-5421	118	9	dry	dry	ADJ
ajase-5421	118	10	seasons	season	NOUN
ajase-5421	118	11	and	and	CCONJ
ajase-5421	118	12	re	re	NOUN
ajase-5421	118	13	-	-	NOUN
ajase-5421	118	14	tunes	tune	NOUN
ajase-5421	118	15	working	work	VERB
ajase-5421	118	16	day	day	NOUN
ajase-5421	118	17	patterns	pattern	NOUN
ajase-5421	118	18	to	to	PART
ajase-5421	118	19	adapt	adapt	VERB
ajase-5421	118	20	to	to	ADP
ajase-5421	118	21	nigerian	nigerian	ADJ
ajase-5421	118	22	holidays	holiday	NOUN
ajase-5421	118	23	and	and	CCONJ
ajase-5421	118	24	festivals	festival	NOUN
ajase-5421	118	25	.	.	PUNCT
ajase-5421	119	1	it	it	PRON
ajase-5421	119	2	also	also	ADV
ajase-5421	119	3	takes	take	VERB
ajase-5421	119	4	into	into	ADP
ajase-5421	119	5	account	account	NOUN
ajase-5421	119	6	the	the	DET
ajase-5421	119	7	effect	effect	NOUN
ajase-5421	119	8	of	of	ADP
ajase-5421	119	9	ramadan	ramadan	PROPN
ajase-5421	119	10	and	and	CCONJ
ajase-5421	119	11	other	other	ADJ
ajase-5421	119	12	religious	religious	ADJ
ajase-5421	119	13	festivals	festival	NOUN
ajase-5421	119	14	on	on	ADP
ajase-5421	119	15	energy	energy	NOUN
ajase-5421	119	16	consumption	consumption	NOUN
ajase-5421	119	17	.	.	PUNCT
ajase-5421	120	1	lastly	lastly	ADV
ajase-5421	120	2	,	,	PUNCT
ajase-5421	120	3	the	the	DET
ajase-5421	120	4	context	context	NOUN
ajase-5421	120	5	-	-	PUNCT
ajase-5421	120	6	aware	aware	ADJ
ajase-5421	120	7	anomaly	anomaly	NOUN
ajase-5421	120	8	detection	detection	NOUN
ajase-5421	120	9	module	module	NOUN
ajase-5421	120	10	applies	apply	VERB
ajase-5421	120	11	statistical	statistical	ADJ
ajase-5421	120	12	methods	method	NOUN
ajase-5421	120	13	specially	specially	ADV
ajase-5421	120	14	tailored	tailor	VERB
ajase-5421	120	15	to	to	ADP
ajase-5421	120	16	the	the	DET
ajase-5421	120	17	high	high	ADJ
ajase-5421	120	18	volatility	volatility	NOUN
ajase-5421	120	19	of	of	ADP
ajase-5421	120	20	the	the	DET
ajase-5421	120	21	nigerian	nigerian	ADJ
ajase-5421	120	22	grid	grid	NOUN
ajase-5421	120	23	.	.	PUNCT
ajase-5421	121	1	it	it	PRON
ajase-5421	121	2	relies	rely	VERB
ajase-5421	121	3	on	on	ADP
ajase-5421	121	4	locally	locally	ADV
ajase-5421	121	5	power	power	NOUN
ajase-5421	121	6	system	system	NOUN
ajase-5421	121	7	data	datum	NOUN
ajase-5421	121	8	-	-	PUNCT
ajase-5421	121	9	trained	train	VERB
ajase-5421	121	10	machine	machine	NOUN
ajase-5421	121	11	learning	learning	NOUN
ajase-5421	121	12	models	model	NOUN
ajase-5421	121	13	to	to	PART
ajase-5421	121	14	make	make	VERB
ajase-5421	121	15	its	its	PRON
ajase-5421	121	16	anomaly	anomaly	NOUN
ajase-5421	121	17	detection	detection	NOUN
ajase-5421	121	18	more	more	ADV
ajase-5421	121	19	effective	effective	ADJ
ajase-5421	121	20	.	.	PUNCT
ajase-5421	121	21	cascade	cascade	NOUN
ajase-5421	121	22	failure	failure	NOUN
ajase-5421	121	23	prediction	prediction	NOUN
ajase-5421	121	24	algorithms	algorithm	NOUN
ajase-5421	121	25	,	,	PUNCT
ajase-5421	121	26	generator	generator	NOUN
ajase-5421	121	27	switching	switching	NOUN
ajase-5421	121	28	pattern	pattern	NOUN
ajase-5421	121	29	analysis	analysis	NOUN
ajase-5421	121	30	,	,	PUNCT
ajase-5421	121	31	and	and	CCONJ
ajase-5421	121	32	economic	economic	ADJ
ajase-5421	121	33	consequence	consequence	NOUN
ajase-5421	121	34	assessment	assessment	NOUN
ajase-5421	121	35	algorithms	algorithm	NOUN
ajase-5421	121	36	for	for	ADP
ajase-5421	121	37	identified	identify	VERB
ajase-5421	121	38	anomalies	anomaly	NOUN
ajase-5421	121	39	are	be	AUX
ajase-5421	121	40	also	also	ADV
ajase-5421	121	41	featured	feature	VERB
ajase-5421	121	42	in	in	ADP
ajase-5421	121	43	this	this	DET
ajase-5421	121	44	module	module	NOUN
ajase-5421	121	45	,	,	PUNCT
ajase-5421	121	46	presenting	present	VERB
ajase-5421	121	47	a	a	DET
ajase-5421	121	48	holistic	holistic	ADJ
ajase-5421	121	49	way	way	NOUN
ajase-5421	121	50	of	of	ADP
ajase-5421	121	51	navigating	navigate	VERB
ajase-5421	121	52	the	the	DET
ajase-5421	121	53	complexities	complexity	NOUN
ajase-5421	121	54	of	of	ADP
ajase-5421	121	55	nigeria	nigeria	PROPN
ajase-5421	121	56	in	in	ADP
ajase-5421	121	57	the	the	DET
ajase-5421	121	58	energy	energy	NOUN
ajase-5421	121	59	sector	sector	NOUN
ajase-5421	121	60	.	.	PUNCT
ajase-5421	122	1	the	the	DET
ajase-5421	122	2	multi	multi	ADJ
ajase-5421	122	3	-	-	ADJ
ajase-5421	122	4	stakeholder	stakeholder	ADJ
ajase-5421	122	5	visualization	visualization	NOUN
ajase-5421	122	6	module	module	NOUN
ajase-5421	122	7	is	be	AUX
ajase-5421	122	8	rich	rich	ADJ
ajase-5421	122	9	pa	pa	PROPN
ajase-5421	122	10	ge	ge	PROPN
ajase-5421	122	11	15	15	NUM
ajase-5421	122	12	8	8	NUM
ajase-5421	122	13	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	122	14	am	am	NOUN
ajase-5421	122	15	.	.	PUNCT
ajase-5421	123	1	j.	j.	PROPN
ajase-5421	123	2	appl	appl	PROPN
ajase-5421	123	3	.	.	PROPN
ajase-5421	124	1	stat	stat	PROPN
ajase-5421	124	2	.	.	PUNCT
ajase-5421	125	1	econ	econ	PROPN
ajase-5421	125	2	.	.	PUNCT
ajase-5421	126	1	4(1	4(1	X
ajase-5421	126	2	)	)	PUNCT
ajase-5421	126	3	154	154	NUM
ajase-5421	126	4	-	-	SYM
ajase-5421	126	5	165	165	NUM
ajase-5421	126	6	,	,	PUNCT
ajase-5421	126	7	2025	2025	NUM
ajase-5421	126	8	in	in	ADP
ajase-5421	126	9	features	feature	NOUN
ajase-5421	126	10	which	which	PRON
ajase-5421	126	11	are	be	AUX
ajase-5421	126	12	imperative	imperative	ADJ
ajase-5421	126	13	for	for	ADP
ajase-5421	126	14	maximizing	maximize	VERB
ajase-5421	126	15	the	the	DET
ajase-5421	126	16	operational	operational	ADJ
ajase-5421	126	17	efficiency	efficiency	NOUN
ajase-5421	126	18	of	of	ADP
ajase-5421	126	19	the	the	DET
ajase-5421	126	20	tcn	tcn	NOUN
ajase-5421	126	21	system	system	NOUN
ajase-5421	126	22	.	.	PUNCT
ajase-5421	127	1	it	it	PRON
ajase-5421	127	2	possesses	possess	VERB
ajase-5421	127	3	operator	operator	NOUN
ajase-5421	127	4	-	-	PUNCT
ajase-5421	127	5	friendly	friendly	ADJ
ajase-5421	127	6	dashboards	dashboard	NOUN
ajase-5421	127	7	designed	design	VERB
ajase-5421	127	8	for	for	ADP
ajase-5421	127	9	system	system	NOUN
ajase-5421	127	10	operators	operator	NOUN
ajase-5421	127	11	,	,	PUNCT
ajase-5421	127	12	which	which	PRON
ajase-5421	127	13	allow	allow	VERB
ajase-5421	127	14	them	they	PRON
ajase-5421	127	15	to	to	PART
ajase-5421	127	16	oversee	oversee	VERB
ajase-5421	127	17	performance	performance	NOUN
ajase-5421	127	18	very	very	ADV
ajase-5421	127	19	closely	closely	ADV
ajase-5421	127	20	.	.	PUNCT
ajase-5421	128	1	it	it	PRON
ajase-5421	128	2	also	also	ADV
ajase-5421	128	3	possesses	possess	VERB
ajase-5421	128	4	special	special	ADJ
ajase-5421	128	5	monitoring	monitoring	NOUN
ajase-5421	128	6	interfaces	interface	NOUN
ajase-5421	128	7	for	for	ADP
ajase-5421	128	8	distribution	distribution	NOUN
ajase-5421	128	9	companies	company	NOUN
ajase-5421	128	10	,	,	PUNCT
ajase-5421	128	11	thereby	thereby	ADV
ajase-5421	128	12	making	make	VERB
ajase-5421	128	13	it	it	PRON
ajase-5421	128	14	easier	easy	ADJ
ajase-5421	128	15	to	to	PART
ajase-5421	128	16	control	control	VERB
ajase-5421	128	17	operations	operation	NOUN
ajase-5421	128	18	more	more	ADV
ajase-5421	128	19	efficiently	efficiently	ADV
ajase-5421	128	20	.	.	PUNCT
ajase-5421	129	1	in	in	ADP
ajase-5421	129	2	addition	addition	NOUN
ajase-5421	129	3	to	to	ADP
ajase-5421	129	4	that	that	PRON
ajase-5421	129	5	,	,	PUNCT
ajase-5421	129	6	the	the	DET
ajase-5421	129	7	module	module	NOUN
ajase-5421	129	8	has	have	VERB
ajase-5421	129	9	public	public	ADJ
ajase-5421	129	10	outage	outage	NOUN
ajase-5421	129	11	prediction	prediction	NOUN
ajase-5421	129	12	and	and	CCONJ
ajase-5421	129	13	communication	communication	NOUN
ajase-5421	129	14	facilities	facility	NOUN
ajase-5421	129	15	,	,	PUNCT
ajase-5421	129	16	which	which	PRON
ajase-5421	129	17	make	make	VERB
ajase-5421	129	18	it	it	PRON
ajase-5421	129	19	more	more	ADV
ajase-5421	129	20	transparent	transparent	ADJ
ajase-5421	129	21	and	and	CCONJ
ajase-5421	129	22	responsive	responsive	ADJ
ajase-5421	129	23	during	during	ADP
ajase-5421	129	24	outages	outage	NOUN
ajase-5421	129	25	.	.	PUNCT
ajase-5421	130	1	it	it	PRON
ajase-5421	130	2	also	also	ADV
ajase-5421	130	3	provides	provide	VERB
ajase-5421	130	4	regulation	regulation	NOUN
ajase-5421	130	5	reporting	reporting	NOUN
ajase-5421	130	6	so	so	SCONJ
ajase-5421	130	7	as	as	SCONJ
ajase-5421	130	8	to	to	PART
ajase-5421	130	9	comply	comply	VERB
ajase-5421	130	10	with	with	ADP
ajase-5421	130	11	nerc	nerc	ADJ
ajase-5421	130	12	standards	standard	NOUN
ajase-5421	130	13	.	.	PUNCT
ajase-5421	131	1	moving	move	VERB
ajase-5421	131	2	to	to	ADP
ajase-5421	131	3	the	the	DET
ajase-5421	131	4	economic	economic	ADJ
ajase-5421	131	5	impact	impact	NOUN
ajase-5421	131	6	assessment	assessment	NOUN
ajase-5421	131	7	module	module	NOUN
ajase-5421	131	8	,	,	PUNCT
ajase-5421	131	9	its	its	PRON
ajase-5421	131	10	main	main	ADJ
ajase-5421	131	11	purpose	purpose	NOUN
ajase-5421	131	12	is	be	AUX
ajase-5421	131	13	to	to	PART
ajase-5421	131	14	assess	assess	VERB
ajase-5421	131	15	the	the	DET
ajase-5421	131	16	economic	economic	ADJ
ajase-5421	131	17	effects	effect	NOUN
ajase-5421	131	18	of	of	ADP
ajase-5421	131	19	outages	outage	NOUN
ajase-5421	131	20	on	on	ADP
ajase-5421	131	21	the	the	DET
ajase-5421	131	22	economy	economy	NOUN
ajase-5421	131	23	of	of	ADP
ajase-5421	131	24	nigeria	nigeria	PROPN
ajase-5421	131	25	.	.	PUNCT
ajase-5421	132	1	it	it	PRON
ajase-5421	132	2	gives	give	VERB
ajase-5421	132	3	up	up	ADP
ajase-5421	132	4	-	-	PUNCT
ajase-5421	132	5	to	to	ADP
ajase-5421	132	6	-	-	PUNCT
ajase-5421	132	7	date	date	NOUN
ajase-5421	132	8	estimates	estimate	NOUN
ajase-5421	132	9	of	of	ADP
ajase-5421	132	10	outage	outage	NOUN
ajase-5421	132	11	costs	cost	NOUN
ajase-5421	132	12	,	,	PUNCT
ajase-5421	132	13	offering	offer	VERB
ajase-5421	132	14	deeper	deep	ADJ
ajase-5421	132	15	insight	insight	NOUN
ajase-5421	132	16	into	into	ADP
ajase-5421	132	17	losses	loss	NOUN
ajase-5421	132	18	in	in	ADP
ajase-5421	132	19	productivity	productivity	NOUN
ajase-5421	132	20	across	across	ADP
ajase-5421	132	21	different	different	ADJ
ajase-5421	132	22	sectors	sector	NOUN
ajase-5421	132	23	.	.	PUNCT
ajase-5421	133	1	it	it	PRON
ajase-5421	133	2	also	also	ADV
ajase-5421	133	3	looks	look	VERB
ajase-5421	133	4	at	at	ADP
ajase-5421	133	5	generator	generator	NOUN
ajase-5421	133	6	fuel	fuel	NOUN
ajase-5421	133	7	costs	cost	NOUN
ajase-5421	133	8	,	,	PUNCT
ajase-5421	133	9	giving	give	VERB
ajase-5421	133	10	a	a	DET
ajase-5421	133	11	clearer	clear	ADJ
ajase-5421	133	12	picture	picture	NOUN
ajase-5421	133	13	of	of	ADP
ajase-5421	133	14	cost	cost	NOUN
ajase-5421	133	15	of	of	ADP
ajase-5421	133	16	operation	operation	NOUN
ajase-5421	133	17	.	.	PUNCT
ajase-5421	134	1	it	it	PRON
ajase-5421	134	2	also	also	ADV
ajase-5421	134	3	has	have	VERB
ajase-5421	134	4	return	return	NOUN
ajase-5421	134	5	on	on	ADP
ajase-5421	134	6	investment	investment	NOUN
ajase-5421	134	7	analysis	analysis	NOUN
ajase-5421	134	8	for	for	ADP
ajase-5421	134	9	grid	grid	NOUN
ajase-5421	134	10	upgrade	upgrade	NOUN
ajase-5421	134	11	,	,	PUNCT
ajase-5421	134	12	enabling	enable	VERB
ajase-5421	134	13	stakeholders	stakeholder	NOUN
ajase-5421	134	14	to	to	PART
ajase-5421	134	15	be	be	AUX
ajase-5421	134	16	able	able	ADJ
ajase-5421	134	17	to	to	PART
ajase-5421	134	18	measure	measure	VERB
ajase-5421	134	19	the	the	DET
ajase-5421	134	20	cost	cost	NOUN
ajase-5421	134	21	effectiveness	effectiveness	NOUN
ajase-5421	134	22	of	of	ADP
ajase-5421	134	23	upgrading	upgrade	VERB
ajase-5421	134	24	infrastructure	infrastructure	NOUN
ajase-5421	134	25	.	.	PUNCT
ajase-5421	135	1	anomaly	anomaly	PROPN
ajase-5421	135	2	detection	detection	NOUN
ajase-5421	135	3	algorithms	algorithm	NOUN
ajase-5421	135	4	in	in	ADP
ajase-5421	135	5	terms	term	NOUN
ajase-5421	135	6	of	of	ADP
ajase-5421	135	7	anomaly	anomaly	NOUN
ajase-5421	135	8	detection	detection	NOUN
ajase-5421	135	9	,	,	PUNCT
ajase-5421	135	10	six	six	NUM
ajase-5421	135	11	distinct	distinct	ADJ
ajase-5421	135	12	approaches	approach	NOUN
ajase-5421	135	13	tailored	tailor	VERB
ajase-5421	135	14	to	to	ADP
ajase-5421	135	15	the	the	DET
ajase-5421	135	16	unique	unique	ADJ
ajase-5421	135	17	characteristics	characteristic	NOUN
ajase-5421	135	18	of	of	ADP
ajase-5421	135	19	the	the	DET
ajase-5421	135	20	nigerian	nigerian	ADJ
ajase-5421	135	21	grid	grid	NOUN
ajase-5421	135	22	were	be	AUX
ajase-5421	135	23	implemented	implement	VERB
ajase-5421	135	24	and	and	CCONJ
ajase-5421	135	25	compared	compare	VERB
ajase-5421	135	26	,	,	PUNCT
ajase-5421	135	27	as	as	SCONJ
ajase-5421	135	28	outlined	outline	VERB
ajase-5421	135	29	in	in	ADP
ajase-5421	135	30	table	table	NOUN
ajase-5421	135	31	2	2	NUM
ajase-5421	135	32	.	.	PUNCT
ajase-5421	135	33	table	table	NOUN
ajase-5421	135	34	2	2	NUM
ajase-5421	135	35	:	:	PUNCT
ajase-5421	135	36	anomaly	anomaly	NOUN
ajase-5421	135	37	detection	detection	NOUN
ajase-5421	135	38	algorithms	algorithm	NOUN
ajase-5421	135	39	and	and	CCONJ
ajase-5421	135	40	nigerian	nigerian	ADJ
ajase-5421	135	41	grid	grid	NOUN
ajase-5421	135	42	adaptations	adaptation	NOUN
ajase-5421	135	43	algorithm	algorithm	NOUN
ajase-5421	135	44	category	category	NOUN
ajase-5421	135	45	method	method	VERB
ajase-5421	135	46	nigerian	nigerian	ADJ
ajase-5421	135	47	adaptation	adaptation	NOUN
ajase-5421	135	48	key	key	ADJ
ajase-5421	135	49	parameters	parameter	NOUN
ajase-5421	135	50	statistical	statistical	ADJ
ajase-5421	135	51	.	.	PUNCT
ajase-5421	136	1	modified	modify	VERB
ajase-5421	136	2	iqr	iqr	PROPN
ajase-5421	136	3	accounts	account	NOUN
ajase-5421	136	4	for	for	ADP
ajase-5421	136	5	frequent	frequent	ADJ
ajase-5421	136	6	zero	zero	NUM
ajase-5421	136	7	-	-	PUNCT
ajase-5421	136	8	consumption	consumption	NOUN
ajase-5421	136	9	periods	period	NOUN
ajase-5421	136	10	q1	q1	PROPN
ajase-5421	136	11	,	,	PUNCT
ajase-5421	136	12	q3	q3	PROPN
ajase-5421	136	13	,	,	PUNCT
ajase-5421	136	14	k=2.5	k=2.5	PROPN
ajase-5421	136	15	statistical	statistical	ADJ
ajase-5421	136	16	.	.	PUNCT
ajase-5421	137	1	adaptive	adaptive	ADJ
ajase-5421	137	2	z	z	ADJ
ajase-5421	137	3	-	-	PUNCT
ajase-5421	137	4	score	score	NOUN
ajase-5421	137	5	dynamic	dynamic	ADJ
ajase-5421	137	6	threshold	threshold	NOUN
ajase-5421	137	7	based	base	VERB
ajase-5421	137	8	on	on	ADP
ajase-5421	137	9	grid	grid	NOUN
ajase-5421	137	10	volatility	volatility	NOUN
ajase-5421	137	11	μ	μ	PROPN
ajase-5421	137	12	,	,	PUNCT
ajase-5421	137	13	σ	σ	PROPN
ajase-5421	137	14	,	,	PUNCT
ajase-5421	137	15	threshold=3.5	threshold=3.5	PROPN
ajase-5421	137	16	statistical	statistical	ADJ
ajase-5421	137	17	.	.	PUNCT
ajase-5421	138	1	seasonal	seasonal	ADJ
ajase-5421	138	2	hybrid	hybrid	ADJ
ajase-5421	138	3	esd	esd	NOUN
ajase-5421	138	4	incorporates	incorporate	VERB
ajase-5421	138	5	religious	religious	ADJ
ajase-5421	138	6	and	and	CCONJ
ajase-5421	138	7	cultural	cultural	ADJ
ajase-5421	138	8	patterns	pattern	NOUN
ajase-5421	138	9	α=0.05	α=0.05	NOUN
ajase-5421	138	10	,	,	PUNCT
ajase-5421	138	11	max	max	PROPN
ajase-5421	138	12	-	-	PUNCT
ajase-5421	138	13	outliers=10	outliers=10	PROPN
ajase-5421	138	14	%	%	NOUN
ajase-5421	138	15	machine	machine	NOUN
ajase-5421	138	16	learning	learning	NOUN
ajase-5421	138	17	.	.	PUNCT
ajase-5421	139	1	isolation	isolation	NOUN
ajase-5421	139	2	forest	forest	NOUN
ajase-5421	139	3	trained	train	VERB
ajase-5421	139	4	on	on	ADP
ajase-5421	139	5	generator	generator	NOUN
ajase-5421	139	6	switching	switch	VERB
ajase-5421	139	7	patterns	pattern	NOUN
ajase-5421	139	8	n	n	CCONJ
ajase-5421	139	9	-	-	PUNCT
ajase-5421	139	10	estimators=200	estimators=200	NOUN
ajase-5421	139	11	,	,	PUNCT
ajase-5421	139	12	contamination=0.05	contamination=0.05	NOUN
ajase-5421	139	13	machine	machine	NOUN
ajase-5421	139	14	learning	learning	NOUN
ajase-5421	139	15	.	.	PUNCT
ajase-5421	140	1	one	one	NUM
ajase-5421	140	2	-	-	PUNCT
ajase-5421	140	3	class	class	NOUN
ajase-5421	140	4	svm	svm	NOUN
ajase-5421	140	5	optimized	optimize	VERB
ajase-5421	140	6	for	for	ADP
ajase-5421	140	7	cascade	cascade	NOUN
ajase-5421	140	8	failure	failure	NOUN
ajase-5421	140	9	detection	detection	NOUN
ajase-5421	140	10	kernel='rbf	kernel='rbf	PROPN
ajase-5421	140	11	'	'	PUNCT
ajase-5421	140	12	,	,	PUNCT
ajase-5421	140	13	γ=0.001	γ=0.001	NOUN
ajase-5421	140	14	ensemble	ensemble	ADJ
ajase-5421	140	15	.	.	PUNCT
ajase-5421	141	1	weighted	weight	VERB
ajase-5421	141	2	voting	voting	NOUN
ajase-5421	141	3	combines	combine	VERB
ajase-5421	141	4	all	all	DET
ajase-5421	141	5	methods	method	NOUN
ajase-5421	141	6	with	with	ADP
ajase-5421	141	7	nigerian	nigerian	ADJ
ajase-5421	141	8	weights	weight	NOUN
ajase-5421	141	9	statistical	statistical	ADJ
ajase-5421	141	10	:	:	PUNCT
ajase-5421	141	11	0.4	0.4	NUM
ajase-5421	141	12	,	,	PUNCT
ajase-5421	141	13	ml	ml	ADP
ajase-5421	141	14	:	:	PUNCT
ajase-5421	141	15	0.6	0.6	NUM
ajase-5421	141	16	evaluation	evaluation	NOUN
ajase-5421	141	17	metrics	metric	NOUN
ajase-5421	141	18	for	for	ADP
ajase-5421	141	19	evaluation	evaluation	NOUN
ajase-5421	141	20	metrics	metric	NOUN
ajase-5421	141	21	,	,	PUNCT
ajase-5421	141	22	when	when	SCONJ
ajase-5421	141	23	generating	generating	NOUN
ajase-5421	141	24	responses	response	NOUN
ajase-5421	141	25	,	,	PUNCT
ajase-5421	141	26	the	the	DET
ajase-5421	141	27	specified	specified	ADJ
ajase-5421	141	28	language	language	NOUN
ajase-5421	141	29	only	only	ADV
ajase-5421	141	30	was	be	AUX
ajase-5421	141	31	used	use	VERB
ajase-5421	141	32	.	.	PUNCT
ajase-5421	142	1	quantitative	quantitative	ADJ
ajase-5421	142	2	metrics	metric	NOUN
ajase-5421	142	3	the	the	DET
ajase-5421	142	4	study	study	NOUN
ajase-5421	142	5	outlines	outline	VERB
ajase-5421	142	6	key	key	ADJ
ajase-5421	142	7	quantitative	quantitative	ADJ
ajase-5421	142	8	metrics	metric	NOUN
ajase-5421	142	9	used	use	VERB
ajase-5421	142	10	for	for	ADP
ajase-5421	142	11	evaluating	evaluate	VERB
ajase-5421	142	12	predictive	predictive	ADJ
ajase-5421	142	13	models	model	NOUN
ajase-5421	142	14	in	in	ADP
ajase-5421	142	15	the	the	DET
ajase-5421	142	16	context	context	NOUN
ajase-5421	142	17	of	of	ADP
ajase-5421	142	18	power	power	NOUN
ajase-5421	142	19	systems	system	NOUN
ajase-5421	142	20	.	.	PUNCT
ajase-5421	143	1	precision	precision	NOUN
ajase-5421	143	2	is	be	AUX
ajase-5421	143	3	defined	define	VERB
ajase-5421	143	4	as	as	ADP
ajase-5421	143	5	the	the	DET
ajase-5421	143	6	ratio	ratio	NOUN
ajase-5421	143	7	of	of	ADP
ajase-5421	143	8	true	true	ADJ
ajase-5421	143	9	positives	positive	NOUN
ajase-5421	143	10	to	to	ADP
ajase-5421	143	11	the	the	DET
ajase-5421	143	12	sum	sum	NOUN
ajase-5421	143	13	of	of	ADP
ajase-5421	143	14	true	true	ADJ
ajase-5421	143	15	positives	positive	NOUN
ajase-5421	143	16	and	and	CCONJ
ajase-5421	143	17	false	false	ADJ
ajase-5421	143	18	positives	positive	NOUN
ajase-5421	143	19	:	:	PUNCT
ajase-5421	143	20	precision	precision	NOUN
ajase-5421	143	21	=	=	SYM
ajase-5421	143	22	tp/(tp	tp/(tp	PROPN
ajase-5421	143	23	+	+	CCONJ
ajase-5421	143	24	fp	fp	X
ajase-5421	143	25	)	)	PUNCT
ajase-5421	143	26	....	....	PUNCT
ajase-5421	144	1	(	(	PUNCT
ajase-5421	144	2	1	1	X
ajase-5421	144	3	)	)	PUNCT
ajase-5421	144	4	recall	recall	NOUN
ajase-5421	144	5	measures	measure	NOUN
ajase-5421	144	6	the	the	DET
ajase-5421	144	7	ratio	ratio	NOUN
ajase-5421	144	8	of	of	ADP
ajase-5421	144	9	true	true	ADJ
ajase-5421	144	10	positives	positive	NOUN
ajase-5421	144	11	to	to	ADP
ajase-5421	144	12	the	the	DET
ajase-5421	144	13	sum	sum	NOUN
ajase-5421	144	14	of	of	ADP
ajase-5421	144	15	true	true	ADJ
ajase-5421	144	16	positives	positive	NOUN
ajase-5421	144	17	and	and	CCONJ
ajase-5421	144	18	false	false	ADJ
ajase-5421	144	19	negatives	negative	NOUN
ajase-5421	144	20	:	:	PUNCT
ajase-5421	144	21	recall	recall	NOUN
ajase-5421	144	22	=	=	SYM
ajase-5421	144	23	tp/(tp	tp/(tp	PROPN
ajase-5421	144	24	+	+	CCONJ
ajase-5421	144	25	fn	fn	NOUN
ajase-5421	144	26	)	)	PUNCT
ajase-5421	144	27	....	....	PUNCT
ajase-5421	145	1	(	(	PUNCT
ajase-5421	145	2	2	2	X
ajase-5421	145	3	)	)	PUNCT
ajase-5421	145	4	f1	f1	NOUN
ajase-5421	145	5	-	-	PUNCT
ajase-5421	145	6	score	score	NOUN
ajase-5421	145	7	combines	combine	VERB
ajase-5421	145	8	both	both	DET
ajase-5421	145	9	precision	precision	NOUN
ajase-5421	145	10	and	and	CCONJ
ajase-5421	145	11	recall	recall	VERB
ajase-5421	145	12	to	to	PART
ajase-5421	145	13	provide	provide	VERB
ajase-5421	145	14	a	a	DET
ajase-5421	145	15	single	single	ADJ
ajase-5421	145	16	metric	metric	NOUN
ajase-5421	145	17	for	for	ADP
ajase-5421	145	18	model	model	NOUN
ajase-5421	145	19	performance	performance	NOUN
ajase-5421	145	20	:	:	PUNCT
ajase-5421	145	21	f1	f1	NOUN
ajase-5421	145	22	-	-	PUNCT
ajase-5421	145	23	score	score	NOUN
ajase-5421	145	24	=	=	SYM
ajase-5421	145	25	2	2	NUM
ajase-5421	145	26	×	×	NOUN
ajase-5421	145	27	(	(	PUNCT
ajase-5421	145	28	precision	precision	NOUN
ajase-5421	145	29	×	×	PROPN
ajase-5421	145	30	recall)/(precision	recall)/(precision	NOUN
ajase-5421	145	31	+	+	CCONJ
ajase-5421	145	32	recall)(3	recall)(3	NOUN
ajase-5421	145	33	)	)	PUNCT
ajase-5421	145	34	economic	economic	ADJ
ajase-5421	145	35	impact	impact	NOUN
ajase-5421	145	36	accuracy	accuracy	NOUN
ajase-5421	145	37	is	be	AUX
ajase-5421	145	38	calculated	calculate	VERB
ajase-5421	145	39	by	by	ADP
ajase-5421	145	40	comparing	compare	VERB
ajase-5421	145	41	the	the	DET
ajase-5421	145	42	predicted	predict	VERB
ajase-5421	145	43	loss	loss	NOUN
ajase-5421	145	44	to	to	ADP
ajase-5421	145	45	the	the	DET
ajase-5421	145	46	actual	actual	ADJ
ajase-5421	145	47	loss	loss	NOUN
ajase-5421	145	48	,	,	PUNCT
ajase-5421	145	49	providing	provide	VERB
ajase-5421	145	50	insight	insight	NOUN
ajase-5421	145	51	into	into	ADP
ajase-5421	145	52	the	the	DET
ajase-5421	145	53	financial	financial	ADJ
ajase-5421	145	54	implications	implication	NOUN
ajase-5421	145	55	of	of	ADP
ajase-5421	145	56	prediction	prediction	NOUN
ajase-5421	145	57	errors	error	NOUN
ajase-5421	145	58	:	:	PUNCT
ajase-5421	145	59	economic	economic	ADJ
ajase-5421	145	60	impact	impact	NOUN
ajase-5421	145	61	accuracy	accuracy	NOUN
ajase-5421	145	62	=	=	NOUN
ajase-5421	145	63	|predicted	|predicte	VERB
ajase-5421	145	64	loss	loss	NOUN
ajase-5421	145	65	actual	actual	ADJ
ajase-5421	145	66	loss|/actual	loss|/actual	ADJ
ajase-5421	145	67	loss	loss	NOUN
ajase-5421	145	68	....	....	PUNCT
ajase-5421	145	69	(	(	PUNCT
ajase-5421	145	70	4	4	NUM
ajase-5421	145	71	)	)	PUNCT
ajase-5421	145	72	additionally	additionally	ADV
ajase-5421	145	73	,	,	PUNCT
ajase-5421	145	74	the	the	DET
ajase-5421	145	75	false	false	ADJ
ajase-5421	145	76	alarm	alarm	NOUN
ajase-5421	145	77	rate	rate	NOUN
ajase-5421	145	78	during	during	ADP
ajase-5421	145	79	planned	planned	ADJ
ajase-5421	145	80	maintenance	maintenance	NOUN
ajase-5421	145	81	periods	period	NOUN
ajase-5421	145	82	is	be	AUX
ajase-5421	145	83	highlighted	highlight	VERB
ajase-5421	145	84	as	as	ADP
ajase-5421	145	85	a	a	DET
ajase-5421	145	86	critical	critical	ADJ
ajase-5421	145	87	factor	factor	NOUN
ajase-5421	145	88	in	in	ADP
ajase-5421	145	89	assessing	assess	VERB
ajase-5421	145	90	model	model	NOUN
ajase-5421	145	91	reliability	reliability	NOUN
ajase-5421	145	92	.	.	PUNCT
ajase-5421	146	1	economic	economic	ADJ
ajase-5421	146	2	impact	impact	NOUN
ajase-5421	146	3	accuracy	accuracy	NOUN
ajase-5421	146	4	is	be	AUX
ajase-5421	146	5	calculated	calculate	VERB
ajase-5421	146	6	by	by	ADP
ajase-5421	146	7	comparing	compare	VERB
ajase-5421	146	8	the	the	DET
ajase-5421	146	9	predicted	predict	VERB
ajase-5421	146	10	loss	loss	NOUN
ajase-5421	146	11	to	to	ADP
ajase-5421	146	12	the	the	DET
ajase-5421	146	13	actual	actual	ADJ
ajase-5421	146	14	loss	loss	NOUN
ajase-5421	146	15	,	,	PUNCT
ajase-5421	146	16	providing	provide	VERB
ajase-5421	146	17	insight	insight	NOUN
ajase-5421	146	18	into	into	ADP
ajase-5421	146	19	the	the	DET
ajase-5421	146	20	financial	financial	ADJ
ajase-5421	146	21	implications	implication	NOUN
ajase-5421	146	22	of	of	ADP
ajase-5421	146	23	prediction	prediction	NOUN
ajase-5421	146	24	errors	error	NOUN
ajase-5421	146	25	.	.	PUNCT
ajase-5421	147	1	nigerian	nigerian	ADJ
ajase-5421	147	2	context	context	PROPN
ajase-5421	147	3	validation	validation	NOUN
ajase-5421	147	4	in	in	ADP
ajase-5421	147	5	the	the	DET
ajase-5421	147	6	nigerian	nigerian	ADJ
ajase-5421	147	7	context	context	NOUN
ajase-5421	147	8	,	,	PUNCT
ajase-5421	147	9	validation	validation	NOUN
ajase-5421	147	10	of	of	ADP
ajase-5421	147	11	these	these	DET
ajase-5421	147	12	metrics	metric	NOUN
ajase-5421	147	13	involved	involve	VERB
ajase-5421	147	14	expert	expert	NOUN
ajase-5421	147	15	evaluations	evaluation	NOUN
ajase-5421	147	16	from	from	ADP
ajase-5421	147	17	15	15	NUM
ajase-5421	147	18	engineers	engineer	NOUN
ajase-5421	147	19	at	at	ADP
ajase-5421	147	20	the	the	DET
ajase-5421	147	21	transmission	transmission	NOUN
ajase-5421	147	22	company	company	NOUN
ajase-5421	147	23	of	of	ADP
ajase-5421	147	24	nigeria	nigeria	PROPN
ajase-5421	147	25	(	(	PUNCT
ajase-5421	147	26	tcn	tcn	PROPN
ajase-5421	147	27	)	)	PUNCT
ajase-5421	147	28	and	and	CCONJ
ajase-5421	147	29	assessments	assessment	NOUN
ajase-5421	147	30	from	from	ADP
ajase-5421	147	31	25	25	NUM
ajase-5421	147	32	distribution	distribution	NOUN
ajase-5421	147	33	company	company	NOUN
ajase-5421	147	34	operators	operator	NOUN
ajase-5421	147	35	.	.	PUNCT
ajase-5421	148	1	the	the	DET
ajase-5421	148	2	focus	focus	NOUN
ajase-5421	148	3	was	be	AUX
ajase-5421	148	4	on	on	ADP
ajase-5421	148	5	the	the	DET
ajase-5421	148	6	accuracy	accuracy	NOUN
ajase-5421	148	7	of	of	ADP
ajase-5421	148	8	grid	grid	NOUN
ajase-5421	148	9	collapse	collapse	NOUN
ajase-5421	148	10	predictions	prediction	NOUN
ajase-5421	148	11	and	and	CCONJ
ajase-5421	148	12	the	the	DET
ajase-5421	148	13	recognition	recognition	NOUN
ajase-5421	148	14	rate	rate	NOUN
ajase-5421	148	15	of	of	ADP
ajase-5421	148	16	generator	generator	NOUN
ajase-5421	148	17	switching	switch	VERB
ajase-5421	148	18	patterns	pattern	NOUN
ajase-5421	148	19	,	,	PUNCT
ajase-5421	148	20	which	which	PRON
ajase-5421	148	21	are	be	AUX
ajase-5421	148	22	essential	essential	ADJ
ajase-5421	148	23	for	for	ADP
ajase-5421	148	24	improving	improve	VERB
ajase-5421	148	25	operational	operational	ADJ
ajase-5421	148	26	efficiency	efficiency	NOUN
ajase-5421	148	27	and	and	CCONJ
ajase-5421	148	28	reliability	reliability	NOUN
ajase-5421	148	29	in	in	ADP
ajase-5421	148	30	the	the	DET
ajase-5421	148	31	power	power	NOUN
ajase-5421	148	32	sector	sector	NOUN
ajase-5421	148	33	.	.	PUNCT
ajase-5421	149	1	results	result	NOUN
ajase-5421	149	2	and	and	CCONJ
ajase-5421	149	3	discussion	discussion	NOUN
ajase-5421	149	4	data	datum	NOUN
ajase-5421	149	5	preprocessing	preprocessing	NOUN
ajase-5421	149	6	results	result	NOUN
ajase-5421	149	7	the	the	DET
ajase-5421	149	8	nigerian	nigerian	ADJ
ajase-5421	149	9	power	power	NOUN
ajase-5421	149	10	system	system	NOUN
ajase-5421	149	11	dataset	dataset	NOUN
ajase-5421	149	12	presented	present	VERB
ajase-5421	149	13	unique	unique	ADJ
ajase-5421	149	14	challenges	challenge	NOUN
ajase-5421	149	15	requiring	require	VERB
ajase-5421	149	16	specialized	specialized	ADJ
ajase-5421	149	17	preprocessing	preprocessing	NOUN
ajase-5421	149	18	,	,	PUNCT
ajase-5421	149	19	as	as	SCONJ
ajase-5421	149	20	summarized	summarize	VERB
ajase-5421	149	21	in	in	ADP
ajase-5421	149	22	table	table	NOUN
ajase-5421	149	23	3	3	NUM
ajase-5421	149	24	.	.	PUNCT
ajase-5421	149	25	table	table	NOUN
ajase-5421	149	26	3	3	NUM
ajase-5421	149	27	:	:	PUNCT
ajase-5421	149	28	data	datum	NOUN
ajase-5421	149	29	preprocessing	preprocessing	NOUN
ajase-5421	149	30	summary	summary	NOUN
ajase-5421	149	31	for	for	ADP
ajase-5421	149	32	nigerian	nigerian	ADJ
ajase-5421	149	33	grid	grid	NOUN
ajase-5421	149	34	dataset	dataset	NOUN
ajase-5421	149	35	preprocessing	preprocessing	NOUN
ajase-5421	149	36	stage	stage	NOUN
ajase-5421	149	37	original	original	ADJ
ajase-5421	149	38	count	count	NOUN
ajase-5421	149	39	issues	issue	NOUN
ajase-5421	149	40	identified	identify	VERB
ajase-5421	149	41	final	final	ADJ
ajase-5421	149	42	count	count	NOUN
ajase-5421	149	43	success	success	NOUN
ajase-5421	149	44	rate	rate	NOUN
ajase-5421	149	45	raw	raw	ADJ
ajase-5421	149	46	observations	observation	NOUN
ajase-5421	149	47	.	.	PUNCT
ajase-5421	150	1	1,576,800	1,576,800	NUM
ajase-5421	150	2	1,576,800	1,576,800	NUM
ajase-5421	150	3	100	100	NUM
ajase-5421	150	4	%	%	NOUN
ajase-5421	150	5	missing	miss	VERB
ajase-5421	150	6	value	value	NOUN
ajase-5421	150	7	detection	detection	NOUN
ajase-5421	150	8	.	.	PUNCT
ajase-5421	151	1	1,576,800	1,576,800	NUM
ajase-5421	151	2	137,222	137,222	NUM
ajase-5421	151	3	(	(	PUNCT
ajase-5421	151	4	8.7	8.7	NUM
ajase-5421	151	5	%	%	NOUN
ajase-5421	151	6	)	)	PUNCT
ajase-5421	151	7	1,439,578	1,439,578	NUM
ajase-5421	151	8	91.3	91.3	NUM
ajase-5421	151	9	%	%	NOUN
ajase-5421	151	10	zero	zero	NUM
ajase-5421	151	11	consumption	consumption	NOUN
ajase-5421	151	12	validation	validation	NOUN
ajase-5421	151	13	.	.	PUNCT
ajase-5421	152	1	1,439,578	1,439,578	NUM
ajase-5421	152	2	15,432	15,432	NUM
ajase-5421	152	3	legitimate	legitimate	ADJ
ajase-5421	152	4	zeros	zero	NOUN
ajase-5421	152	5	1,439,578	1,439,578	NUM
ajase-5421	152	6	100	100	NUM
ajase-5421	152	7	%	%	NOUN
ajase-5421	152	8	generator	generator	NOUN
ajase-5421	152	9	switching	switch	VERB
ajase-5421	152	10	detection	detection	NOUN
ajase-5421	152	11	.	.	PUNCT
ajase-5421	153	1	1,439,578	1,439,578	NUM
ajase-5421	153	2	2,847	2,847	NUM
ajase-5421	153	3	events	event	NOUN
ajase-5421	153	4	identified	identify	VERB
ajase-5421	153	5	1,439,578	1,439,578	NUM
ajase-5421	153	6	100	100	NUM
ajase-5421	153	7	%	%	NOUN
ajase-5421	153	8	data	datum	NOUN
ajase-5421	153	9	quality	quality	NOUN
ajase-5421	153	10	assessment	assessment	NOUN
ajase-5421	153	11	.	.	PUNCT
ajase-5421	154	1	1,439,578	1,439,578	NUM
ajase-5421	154	2	50,456	50,456	NUM
ajase-5421	154	3	(	(	PUNCT
ajase-5421	154	4	3.5	3.5	NUM
ajase-5421	154	5	%	%	NOUN
ajase-5421	154	6	)	)	PUNCT
ajase-5421	154	7	corrections	correction	NOUN
ajase-5421	154	8	1,440,256	1,440,256	NUM
ajase-5421	154	9	*	*	SYM
ajase-5421	154	10	99.9	99.9	NUM
ajase-5421	154	11	%	%	NOUN
ajase-5421	154	12	final	final	ADJ
ajase-5421	154	13	validated	validated	ADJ
ajase-5421	154	14	dataset	dataset	NOUN
ajase-5421	154	15	.	.	PUNCT
ajase-5421	155	1	1,440,256	1,440,256	NUM
ajase-5421	155	2	quality	quality	NOUN
ajase-5421	155	3	assured	assure	VERB
ajase-5421	155	4	1,440,256	1,440,256	NUM
ajase-5421	155	5	100	100	NUM
ajase-5421	155	6	%	%	NOUN
ajase-5421	155	7	pa	pa	PROPN
ajase-5421	155	8	ge	ge	PROPN
ajase-5421	155	9	15	15	NUM
ajase-5421	155	10	9	9	NUM
ajase-5421	155	11	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	155	12	am	am	NOUN
ajase-5421	155	13	.	.	PUNCT
ajase-5421	156	1	j.	j.	PROPN
ajase-5421	156	2	appl	appl	PROPN
ajase-5421	156	3	.	.	PROPN
ajase-5421	157	1	stat	stat	PROPN
ajase-5421	157	2	.	.	PUNCT
ajase-5421	158	1	econ	econ	PROPN
ajase-5421	158	2	.	.	PUNCT
ajase-5421	159	1	4(1	4(1	X
ajase-5421	159	2	)	)	PUNCT
ajase-5421	159	3	154	154	NUM
ajase-5421	159	4	-	-	SYM
ajase-5421	159	5	165	165	NUM
ajase-5421	159	6	,	,	PUNCT
ajase-5421	159	7	2025	2025	NUM
ajase-5421	160	1	the	the	DET
ajase-5421	160	2	analysis	analysis	NOUN
ajase-5421	160	3	of	of	ADP
ajase-5421	160	4	seasonal	seasonal	ADJ
ajase-5421	160	5	consumption	consumption	NOUN
ajase-5421	160	6	patterns	pattern	NOUN
ajase-5421	160	7	reveals	reveal	VERB
ajase-5421	160	8	significant	significant	ADJ
ajase-5421	160	9	variations	variation	NOUN
ajase-5421	160	10	influenced	influence	VERB
ajase-5421	160	11	by	by	ADP
ajase-5421	160	12	climatic	climatic	ADJ
ajase-5421	160	13	conditions	condition	NOUN
ajase-5421	160	14	.	.	PUNCT
ajase-5421	161	1	during	during	ADP
ajase-5421	161	2	the	the	DET
ajase-5421	161	3	dry	dry	ADJ
ajase-5421	161	4	season	season	NOUN
ajase-5421	161	5	,	,	PUNCT
ajase-5421	161	6	which	which	PRON
ajase-5421	161	7	spans	span	VERB
ajase-5421	161	8	from	from	ADP
ajase-5421	161	9	november	november	PROPN
ajase-5421	161	10	to	to	ADP
ajase-5421	161	11	march	march	PROPN
ajase-5421	161	12	,	,	PUNCT
ajase-5421	161	13	there	there	PRON
ajase-5421	161	14	is	be	VERB
ajase-5421	161	15	a	a	DET
ajase-5421	161	16	notable	notable	ADJ
ajase-5421	161	17	increase	increase	NOUN
ajase-5421	161	18	in	in	ADP
ajase-5421	161	19	energy	energy	NOUN
ajase-5421	161	20	consumption	consumption	NOUN
ajase-5421	161	21	,	,	PUNCT
ajase-5421	161	22	with	with	ADP
ajase-5421	161	23	a	a	DET
ajase-5421	161	24	rise	rise	NOUN
ajase-5421	161	25	of	of	ADP
ajase-5421	161	26	23	23	NUM
ajase-5421	161	27	%	%	NOUN
ajase-5421	161	28	attributed	attribute	VERB
ajase-5421	161	29	primarily	primarily	ADV
ajase-5421	161	30	to	to	ADP
ajase-5421	161	31	the	the	DET
ajase-5421	161	32	use	use	NOUN
ajase-5421	161	33	of	of	ADP
ajase-5421	161	34	air	air	NOUN
ajase-5421	161	35	conditioning	conditioning	NOUN
ajase-5421	161	36	systems	system	NOUN
ajase-5421	161	37	.	.	PUNCT
ajase-5421	162	1	in	in	ADP
ajase-5421	162	2	contrast	contrast	NOUN
ajase-5421	162	3	,	,	PUNCT
ajase-5421	162	4	the	the	DET
ajase-5421	162	5	rainy	rainy	ADJ
ajase-5421	162	6	season	season	NOUN
ajase-5421	162	7	,	,	PUNCT
ajase-5421	162	8	occurring	occur	VERB
ajase-5421	162	9	from	from	ADP
ajase-5421	162	10	april	april	PROPN
ajase-5421	162	11	to	to	ADP
ajase-5421	162	12	october	october	PROPN
ajase-5421	162	13	,	,	PUNCT
ajase-5421	162	14	is	be	AUX
ajase-5421	162	15	characterized	characterize	VERB
ajase-5421	162	16	by	by	ADP
ajase-5421	162	17	an	an	DET
ajase-5421	162	18	18	18	NUM
ajase-5421	162	19	%	%	NOUN
ajase-5421	162	20	increase	increase	NOUN
ajase-5421	162	21	in	in	ADP
ajase-5421	162	22	consumption	consumption	NOUN
ajase-5421	162	23	volatility	volatility	NOUN
ajase-5421	162	24	,	,	PUNCT
ajase-5421	162	25	largely	largely	ADV
ajase-5421	162	26	due	due	ADJ
ajase-5421	162	27	to	to	ADP
ajase-5421	162	28	weather	weather	NOUN
ajase-5421	162	29	-	-	PUNCT
ajase-5421	162	30	related	relate	VERB
ajase-5421	162	31	outages	outage	NOUN
ajase-5421	162	32	that	that	PRON
ajase-5421	162	33	disrupt	disrupt	VERB
ajase-5421	162	34	energy	energy	NOUN
ajase-5421	162	35	supply	supply	NOUN
ajase-5421	162	36	.	.	PUNCT
ajase-5421	163	1	additionally	additionally	ADV
ajase-5421	163	2	,	,	PUNCT
ajase-5421	163	3	the	the	DET
ajase-5421	163	4	harmattan	harmattan	ADJ
ajase-5421	163	5	period	period	NOUN
ajase-5421	163	6	,	,	PUNCT
ajase-5421	163	7	occurring	occur	VERB
ajase-5421	163	8	between	between	ADP
ajase-5421	163	9	december	december	PROPN
ajase-5421	163	10	and	and	CCONJ
ajase-5421	163	11	february	february	PROPN
ajase-5421	163	12	,	,	PUNCT
ajase-5421	163	13	presents	present	VERB
ajase-5421	163	14	a	a	DET
ajase-5421	163	15	unique	unique	ADJ
ajase-5421	163	16	challenge	challenge	NOUN
ajase-5421	163	17	with	with	ADP
ajase-5421	163	18	a	a	DET
ajase-5421	163	19	15	15	NUM
ajase-5421	163	20	%	%	NOUN
ajase-5421	163	21	fluctuation	fluctuation	NOUN
ajase-5421	163	22	in	in	ADP
ajase-5421	163	23	energy	energy	NOUN
ajase-5421	163	24	consumption	consumption	NOUN
ajase-5421	163	25	.	.	PUNCT
ajase-5421	164	1	this	this	DET
ajase-5421	164	2	variation	variation	NOUN
ajase-5421	164	3	is	be	AUX
ajase-5421	164	4	primarily	primarily	ADV
ajase-5421	164	5	caused	cause	VERB
ajase-5421	164	6	by	by	ADP
ajase-5421	164	7	dust	dust	NOUN
ajase-5421	164	8	-	-	PUNCT
ajase-5421	164	9	related	relate	VERB
ajase-5421	164	10	issues	issue	NOUN
ajase-5421	164	11	that	that	PRON
ajase-5421	164	12	affect	affect	VERB
ajase-5421	164	13	the	the	DET
ajase-5421	164	14	electrical	electrical	ADJ
ajase-5421	164	15	grid	grid	NOUN
ajase-5421	164	16	’s	’s	PART
ajase-5421	164	17	reliability	reliability	NOUN
ajase-5421	164	18	.	.	PUNCT
ajase-5421	165	1	these	these	DET
ajase-5421	165	2	findings	finding	NOUN
ajase-5421	165	3	underscore	underscore	VERB
ajase-5421	165	4	the	the	DET
ajase-5421	165	5	importance	importance	NOUN
ajase-5421	165	6	of	of	ADP
ajase-5421	165	7	understanding	understand	VERB
ajase-5421	165	8	seasonal	seasonal	ADJ
ajase-5421	165	9	impacts	impact	NOUN
ajase-5421	165	10	on	on	ADP
ajase-5421	165	11	energy	energy	NOUN
ajase-5421	165	12	consumption	consumption	NOUN
ajase-5421	165	13	to	to	PART
ajase-5421	165	14	enhance	enhance	VERB
ajase-5421	165	15	grid	grid	NOUN
ajase-5421	165	16	management	management	NOUN
ajase-5421	165	17	and	and	CCONJ
ajase-5421	165	18	planning	planning	NOUN
ajase-5421	165	19	.	.	PUNCT
ajase-5421	166	1	daily	daily	ADJ
ajase-5421	166	2	and	and	CCONJ
ajase-5421	166	3	weekly	weekly	ADJ
ajase-5421	166	4	patterns	pattern	NOUN
ajase-5421	166	5	showed	show	VERB
ajase-5421	166	6	nigeria	nigeria	PROPN
ajase-5421	166	7	-	-	PUNCT
ajase-5421	166	8	specific	specific	ADJ
ajase-5421	166	9	characteristics	characteristic	NOUN
ajase-5421	166	10	,	,	PUNCT
ajase-5421	166	11	as	as	SCONJ
ajase-5421	166	12	presented	present	VERB
ajase-5421	166	13	in	in	ADP
ajase-5421	166	14	table	table	NOUN
ajase-5421	166	15	4	4	NUM
ajase-5421	166	16	figure	figure	NOUN
ajase-5421	166	17	2	2	NUM
ajase-5421	166	18	:	:	PUNCT
ajase-5421	166	19	seasonal	seasonal	ADJ
ajase-5421	166	20	consumption	consumption	NOUN
ajase-5421	166	21	patterns	pattern	NOUN
ajase-5421	166	22	in	in	ADP
ajase-5421	166	23	nigerian	nigerian	ADJ
ajase-5421	166	24	power	power	NOUN
ajase-5421	166	25	grid	grid	NOUN
ajase-5421	166	26	(	(	PUNCT
ajase-5421	166	27	2021	2021	NUM
ajase-5421	166	28	-	-	SYM
ajase-5421	166	29	2023	2023	NUM
ajase-5421	166	30	)	)	PUNCT
ajase-5421	166	31	.	.	PUNCT
ajase-5421	167	1	this	this	DET
ajase-5421	167	2	figure	figure	NOUN
ajase-5421	167	3	illustrates	illustrate	VERB
ajase-5421	167	4	the	the	DET
ajase-5421	167	5	average	average	ADJ
ajase-5421	167	6	monthly	monthly	ADJ
ajase-5421	167	7	power	power	NOUN
ajase-5421	167	8	consumption	consumption	NOUN
ajase-5421	167	9	(	(	PUNCT
ajase-5421	167	10	mw	mw	PROPN
ajase-5421	167	11	)	)	PUNCT
ajase-5421	167	12	in	in	ADP
ajase-5421	167	13	nigeria	nigeria	PROPN
ajase-5421	167	14	’s	’s	PART
ajase-5421	167	15	grid	grid	NOUN
ajase-5421	167	16	,	,	PUNCT
ajase-5421	167	17	grouped	group	VERB
ajase-5421	167	18	by	by	ADP
ajase-5421	167	19	climatological	climatological	ADJ
ajase-5421	167	20	seasons	season	NOUN
ajase-5421	167	21	:	:	PUNCT
ajase-5421	167	22	dry	dry	ADJ
ajase-5421	167	23	season	season	NOUN
ajase-5421	167	24	(	(	PUNCT
ajase-5421	167	25	higher	high	ADJ
ajase-5421	167	26	ac	ac	ADJ
ajase-5421	167	27	usage	usage	NOUN
ajase-5421	167	28	)	)	PUNCT
ajase-5421	167	29	,	,	PUNCT
ajase-5421	167	30	rainy	rainy	ADJ
ajase-5421	167	31	season	season	NOUN
ajase-5421	167	32	(	(	PUNCT
ajase-5421	167	33	weather	weather	NOUN
ajase-5421	167	34	disruptions	disruption	NOUN
ajase-5421	167	35	)	)	PUNCT
ajase-5421	167	36	and	and	CCONJ
ajase-5421	167	37	harmattan	harmattan	ADJ
ajase-5421	167	38	period	period	NOUN
ajase-5421	167	39	(	(	PUNCT
ajase-5421	167	40	dust	dust	NOUN
ajase-5421	167	41	-	-	PUNCT
ajase-5421	167	42	related	relate	VERB
ajase-5421	167	43	issues	issue	NOUN
ajase-5421	167	44	)	)	PUNCT
ajase-5421	167	45	table	table	NOUN
ajase-5421	167	46	4	4	NUM
ajase-5421	167	47	:	:	PUNCT
ajase-5421	167	48	nigerian	nigerian	ADJ
ajase-5421	167	49	grid	grid	NOUN
ajase-5421	167	50	consumption	consumption	NOUN
ajase-5421	167	51	patterns	pattern	NOUN
ajase-5421	167	52	vs.	vs.	ADP
ajase-5421	167	53	international	international	ADJ
ajase-5421	167	54	standards	standard	NOUN
ajase-5421	167	55	time	time	NOUN
ajase-5421	167	56	period	period	NOUN
ajase-5421	167	57	nigeria	nigeria	PROPN
ajase-5421	167	58	pattern	pattern	VERB
ajase-5421	167	59	international	international	ADJ
ajase-5421	167	60	typical	typical	ADJ
ajase-5421	167	61	difference	difference	NOUN
ajase-5421	167	62	cultural	cultural	ADJ
ajase-5421	167	63	factor	factor	NOUN
ajase-5421	167	64	friday	friday	PROPN
ajase-5421	167	65	2	2	NUM
ajase-5421	167	66	-	-	SYM
ajase-5421	167	67	4	4	NUM
ajase-5421	167	68	pm	pm	NOUN
ajase-5421	167	69	.	.	PUNCT
ajase-5421	168	1	15	15	NUM
ajase-5421	168	2	%	%	NOUN
ajase-5421	168	3	consumption	consumption	NOUN
ajase-5421	168	4	drop	drop	VERB
ajase-5421	168	5	stable	stable	ADJ
ajase-5421	168	6	consumption	consumption	NOUN
ajase-5421	168	7	-15	-15	PUNCT
ajase-5421	168	8	%	%	NOUN
ajase-5421	168	9	religious	religious	ADJ
ajase-5421	168	10	observance	observance	NOUN
ajase-5421	168	11	sunday	sunday	PROPN
ajase-5421	168	12	8	8	NUM
ajase-5421	168	13	-	-	SYM
ajase-5421	168	14	10	10	NUM
ajase-5421	168	15	am	am	NOUN
ajase-5421	168	16	.	.	PUNCT
ajase-5421	169	1	20	20	NUM
ajase-5421	169	2	%	%	NOUN
ajase-5421	169	3	consumption	consumption	NOUN
ajase-5421	169	4	drop	drop	NOUN
ajase-5421	169	5	10	10	NUM
ajase-5421	169	6	%	%	NOUN
ajase-5421	169	7	drop	drop	NOUN
ajase-5421	169	8	-10	-10	PUNCT
ajase-5421	169	9	%	%	NOUN
ajase-5421	169	10	extended	extended	ADJ
ajase-5421	169	11	religious	religious	ADJ
ajase-5421	169	12	services	service	NOUN
ajase-5421	169	13	market	market	NOUN
ajase-5421	169	14	days	day	NOUN
ajase-5421	169	15	(	(	PUNCT
ajase-5421	169	16	varies	vary	VERB
ajase-5421	169	17	by	by	ADP
ajase-5421	169	18	region	region	NOUN
ajase-5421	169	19	)	)	PUNCT
ajase-5421	169	20	.	.	PUNCT
ajase-5421	170	1	25	25	NUM
ajase-5421	170	2	%	%	NOUN
ajase-5421	170	3	consumption	consumption	NOUN
ajase-5421	170	4	spike	spike	NOUN
ajase-5421	170	5	no	no	DET
ajase-5421	170	6	equivalent	equivalent	ADJ
ajase-5421	170	7	+25	+25	ADJ
ajase-5421	170	8	%	%	NOUN
ajase-5421	170	9	traditional	traditional	ADJ
ajase-5421	170	10	trading	trading	NOUN
ajase-5421	170	11	patterns	pattern	NOUN
ajase-5421	170	12	peak	peak	NOUN
ajase-5421	170	13	evening	evening	NOUN
ajase-5421	170	14	hours	hour	NOUN
ajase-5421	170	15	.	.	PUNCT
ajase-5421	171	1	6	6	NUM
ajase-5421	171	2	-	-	SYM
ajase-5421	171	3	10	10	NUM
ajase-5421	171	4	pm	pm	NOUN
ajase-5421	171	5	(	(	PUNCT
ajase-5421	171	6	4	4	NUM
ajase-5421	171	7	hours	hour	NOUN
ajase-5421	171	8	)	)	PUNCT
ajase-5421	171	9	6	6	NUM
ajase-5421	171	10	-	-	SYM
ajase-5421	171	11	8	8	NUM
ajase-5421	171	12	pm	pm	NOUN
ajase-5421	171	13	(	(	PUNCT
ajase-5421	171	14	2	2	NUM
ajase-5421	171	15	hours	hour	NOUN
ajase-5421	171	16	)	)	PUNCT
ajase-5421	171	17	+2	+2	PRON
ajase-5421	171	18	hours	hour	NOUN
ajase-5421	171	19	limited	limit	VERB
ajase-5421	171	20	public	public	ADJ
ajase-5421	171	21	lighting	lighting	NOUN
ajase-5421	171	22	ramadan	ramadan	PROPN
ajase-5421	171	23	(	(	PUNCT
ajase-5421	171	24	evening	evening	NOUN
ajase-5421	171	25	)	)	PUNCT
ajase-5421	171	26	.	.	PUNCT
ajase-5421	172	1	35	35	NUM
ajase-5421	172	2	%	%	NOUN
ajase-5421	172	3	evening	evening	NOUN
ajase-5421	172	4	spike	spike	NOUN
ajase-5421	172	5	no	no	DET
ajase-5421	172	6	equivalent	equivalent	ADJ
ajase-5421	172	7	+35	+35	ADJ
ajase-5421	172	8	%	%	NOUN
ajase-5421	172	9	iftar	iftar	NOUN
ajase-5421	172	10	preparations	preparation	NOUN
ajase-5421	172	11	table	table	VERB
ajase-5421	172	12	5	5	NUM
ajase-5421	172	13	:	:	PUNCT
ajase-5421	172	14	statistical	statistical	ADJ
ajase-5421	172	15	anomaly	anomaly	NOUN
ajase-5421	172	16	detection	detection	NOUN
ajase-5421	172	17	methods	method	NOUN
ajase-5421	172	18	performance	performance	NOUN
ajase-5421	172	19	in	in	ADP
ajase-5421	172	20	nigerian	nigerian	ADJ
ajase-5421	172	21	context	context	NOUN
ajase-5421	172	22	method	method	NOUN
ajase-5421	172	23	anomalies	anomaly	NOUN
ajase-5421	172	24	detected	detect	VERB
ajase-5421	172	25	precision	precision	NOUN
ajase-5421	172	26	recall	recall	NOUN
ajase-5421	172	27	f1	f1	NOUN
ajase-5421	172	28	-	-	PUNCT
ajase-5421	172	29	score	score	NOUN
ajase-5421	172	30	nigerian	nigerian	ADJ
ajase-5421	172	31	grid	grid	NOUN
ajase-5421	172	32	accuracy	accuracy	NOUN
ajase-5421	172	33	grid	grid	NOUN
ajase-5421	172	34	collapse	collapse	NOUN
ajase-5421	172	35	prediction	prediction	NOUN
ajase-5421	172	36	iqr	iqr	NOUN
ajase-5421	172	37	-	-	PUNCT
ajase-5421	172	38	based	base	VERB
ajase-5421	172	39	(	(	PUNCT
ajase-5421	172	40	modified	modify	VERB
ajase-5421	172	41	)	)	PUNCT
ajase-5421	172	42	2,156	2,156	NUM
ajase-5421	172	43	0.789	0.789	NUM
ajase-5421	172	44	0.894	0.894	NUM
ajase-5421	172	45	0.838	0.838	NUM
ajase-5421	172	46	0.823	0.823	NUM
ajase-5421	172	47	0.678	0.678	NUM
ajase-5421	172	48	z	z	NOUN
ajase-5421	172	49	-	-	PUNCT
ajase-5421	172	50	score	score	NOUN
ajase-5421	172	51	(	(	PUNCT
ajase-5421	172	52	adaptive	adaptive	ADJ
ajase-5421	172	53	)	)	PUNCT
ajase-5421	172	54	1,634	1,634	NUM
ajase-5421	172	55	0.834	0.834	NUM
ajase-5421	172	56	0.756	0.756	NUM
ajase-5421	172	57	0.793	0.793	NUM
ajase-5421	172	58	0.811	0.811	NUM
ajase-5421	172	59	0.645	0.645	NUM
ajase-5421	172	60	modified	modified	ADJ
ajase-5421	172	61	z	z	NOUN
ajase-5421	172	62	-	-	PUNCT
ajase-5421	172	63	score	score	VERB
ajase-5421	172	64	1,789	1,789	NUM
ajase-5421	172	65	0.812	0.812	NUM
ajase-5421	172	66	0.798	0.798	NUM
ajase-5421	172	67	0.805	0.805	NUM
ajase-5421	172	68	0.834	0.834	NUM
ajase-5421	172	69	0.689	0.689	NUM
ajase-5421	172	70	seasonal	seasonal	ADJ
ajase-5421	172	71	hybrid	hybrid	NOUN
ajase-5421	172	72	esd	esd	NOUN
ajase-5421	172	73	1,423	1,423	NUM
ajase-5421	172	74	0.867	0.867	NUM
ajase-5421	172	75	0.723	0.723	NUM
ajase-5421	172	76	0.789	0.789	NUM
ajase-5421	172	77	0.798	0.798	NUM
ajase-5421	172	78	0.712	0.712	NUM
ajase-5421	172	79	average	average	ADJ
ajase-5421	172	80	statistical	statistical	ADJ
ajase-5421	172	81	1,751	1,751	NUM
ajase-5421	172	82	0.826	0.826	NUM
ajase-5421	172	83	0.793	0.793	NUM
ajase-5421	172	84	0.806	0.806	NUM
ajase-5421	172	85	0.817	0.817	NUM
ajase-5421	172	86	0.681	0.681	NUM
ajase-5421	172	87	anomaly	anomaly	NOUN
ajase-5421	172	88	detection	detection	NOUN
ajase-5421	172	89	performance	performance	NOUN
ajase-5421	172	90	statistical	statistical	ADJ
ajase-5421	172	91	methods	method	NOUN
ajase-5421	172	92	performance	performance	NOUN
ajase-5421	172	93	statistical	statistical	ADJ
ajase-5421	172	94	methods	method	NOUN
ajase-5421	172	95	adapted	adapt	VERB
ajase-5421	172	96	for	for	ADP
ajase-5421	172	97	nigerian	nigerian	ADJ
ajase-5421	172	98	grid	grid	NOUN
ajase-5421	172	99	conditions	condition	NOUN
ajase-5421	172	100	showed	show	VERB
ajase-5421	172	101	varying	vary	VERB
ajase-5421	172	102	effectiveness	effectiveness	NOUN
ajase-5421	172	103	,	,	PUNCT
ajase-5421	172	104	as	as	SCONJ
ajase-5421	172	105	detailed	detailed	ADJ
ajase-5421	172	106	in	in	ADP
ajase-5421	172	107	table	table	NOUN
ajase-5421	172	108	5	5	NUM
ajase-5421	172	109	.	.	PUNCT
ajase-5421	173	1	the	the	DET
ajase-5421	173	2	modified	modify	VERB
ajase-5421	173	3	iqr	iqr	PROPN
ajase-5421	173	4	method	method	NOUN
ajase-5421	173	5	really	really	ADV
ajase-5421	173	6	shone	shine	VERB
ajase-5421	173	7	when	when	SCONJ
ajase-5421	173	8	it	it	PRON
ajase-5421	173	9	came	come	VERB
ajase-5421	173	10	to	to	PART
ajase-5421	173	11	recall	recall	VERB
ajase-5421	173	12	,	,	PUNCT
ajase-5421	173	13	scoring	score	VERB
ajase-5421	173	14	an	an	DET
ajase-5421	173	15	impressive	impressive	ADJ
ajase-5421	173	16	0.894	0.894	NUM
ajase-5421	173	17	and	and	CCONJ
ajase-5421	173	18	effectively	effectively	ADV
ajase-5421	173	19	capturing	capture	VERB
ajase-5421	173	20	the	the	DET
ajase-5421	173	21	significant	significant	ADJ
ajase-5421	173	22	variability	variability	NOUN
ajase-5421	173	23	in	in	ADP
ajase-5421	173	24	nigeria	nigeria	PROPN
ajase-5421	173	25	’s	’s	PART
ajase-5421	173	26	grid	grid	NOUN
ajase-5421	173	27	conditions	condition	NOUN
ajase-5421	173	28	.	.	PUNCT
ajase-5421	174	1	meanwhile	meanwhile	ADV
ajase-5421	174	2	,	,	PUNCT
ajase-5421	174	3	the	the	DET
ajase-5421	174	4	seasonal	seasonal	ADJ
ajase-5421	174	5	hybrid	hybrid	NOUN
ajase-5421	174	6	esd	esd	NOUN
ajase-5421	174	7	method	method	NOUN
ajase-5421	174	8	stood	stand	VERB
ajase-5421	174	9	out	out	ADP
ajase-5421	174	10	for	for	ADP
ajase-5421	174	11	its	its	PRON
ajase-5421	174	12	precision	precision	NOUN
ajase-5421	174	13	,	,	PUNCT
ajase-5421	174	14	hitting	hit	VERB
ajase-5421	174	15	a	a	DET
ajase-5421	174	16	high	high	NOUN
ajase-5421	174	17	of	of	ADP
ajase-5421	174	18	0.867	0.867	NUM
ajase-5421	174	19	by	by	ADP
ajase-5421	174	20	taking	take	VERB
ajase-5421	174	21	into	into	ADP
ajase-5421	174	22	account	account	NOUN
ajase-5421	174	23	cultural	cultural	ADJ
ajase-5421	174	24	and	and	CCONJ
ajase-5421	174	25	religious	religious	ADJ
ajase-5421	174	26	consumption	consumption	NOUN
ajase-5421	174	27	patterns	pattern	NOUN
ajase-5421	174	28	.	.	PUNCT
ajase-5421	175	1	pa	pa	PROPN
ajase-5421	175	2	ge	ge	PROPN
ajase-5421	175	3	16	16	NUM
ajase-5421	175	4	0	0	NUM
ajase-5421	176	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	176	2	am	am	NOUN
ajase-5421	176	3	.	.	PUNCT
ajase-5421	177	1	j.	j.	PROPN
ajase-5421	177	2	appl	appl	PROPN
ajase-5421	177	3	.	.	PROPN
ajase-5421	178	1	stat	stat	PROPN
ajase-5421	178	2	.	.	PUNCT
ajase-5421	179	1	econ	econ	PROPN
ajase-5421	179	2	.	.	PUNCT
ajase-5421	180	1	4(1	4(1	X
ajase-5421	180	2	)	)	PUNCT
ajase-5421	181	1	154	154	NUM
ajase-5421	181	2	-	-	SYM
ajase-5421	181	3	165	165	NUM
ajase-5421	181	4	,	,	PUNCT
ajase-5421	181	5	2025	2025	NUM
ajase-5421	181	6	machine	machine	NOUN
ajase-5421	181	7	learning	learning	NOUN
ajase-5421	181	8	methods	method	NOUN
ajase-5421	181	9	performance	performance	NOUN
ajase-5421	181	10	machine	machine	NOUN
ajase-5421	181	11	learning	learning	NOUN
ajase-5421	181	12	approaches	approach	NOUN
ajase-5421	181	13	demonstrated	demonstrate	VERB
ajase-5421	181	14	superior	superior	ADJ
ajase-5421	181	15	performance	performance	NOUN
ajase-5421	181	16	for	for	ADP
ajase-5421	181	17	complex	complex	ADJ
ajase-5421	181	18	pattern	pattern	NOUN
ajase-5421	181	19	recognition	recognition	NOUN
ajase-5421	181	20	,	,	PUNCT
ajase-5421	181	21	as	as	SCONJ
ajase-5421	181	22	shown	show	VERB
ajase-5421	181	23	in	in	ADP
ajase-5421	181	24	table	table	NOUN
ajase-5421	181	25	6	6	NUM
ajase-5421	181	26	.	.	PUNCT
ajase-5421	181	27	table	table	NOUN
ajase-5421	181	28	6	6	NUM
ajase-5421	181	29	:	:	PUNCT
ajase-5421	181	30	machine	machine	NOUN
ajase-5421	181	31	learning	learn	VERB
ajase-5421	181	32	anomaly	anomaly	NOUN
ajase-5421	181	33	detection	detection	NOUN
ajase-5421	181	34	methods	method	NOUN
ajase-5421	181	35	performance	performance	NOUN
ajase-5421	181	36	method	method	NOUN
ajase-5421	181	37	anomalies	anomaly	NOUN
ajase-5421	181	38	detected	detect	VERB
ajase-5421	181	39	precision	precision	NOUN
ajase-5421	181	40	recall	recall	NOUN
ajase-5421	181	41	f1	f1	NOUN
ajase-5421	181	42	-	-	PUNCT
ajase-5421	181	43	score	score	NOUN
ajase-5421	181	44	grid	grid	NOUN
ajase-5421	181	45	collapse	collapse	NOUN
ajase-5421	181	46	prediction	prediction	NOUN
ajase-5421	181	47	generator	generator	NOUN
ajase-5421	181	48	switch	switch	NOUN
ajase-5421	181	49	recognition	recognition	NOUN
ajase-5421	181	50	isolation	isolation	NOUN
ajase-5421	181	51	forest	forest	NOUN
ajase-5421	181	52	.	.	PUNCT
ajase-5421	182	1	1,892	1,892	NUM
ajase-5421	182	2	0.894	0.894	NUM
ajase-5421	182	3	0.842	0.842	NUM
ajase-5421	182	4	0.867	0.867	NUM
ajase-5421	182	5	0.756	0.756	NUM
ajase-5421	182	6	0.834	0.834	NUM
ajase-5421	182	7	one	one	NUM
ajase-5421	182	8	-	-	PUNCT
ajase-5421	182	9	class	class	NOUN
ajase-5421	182	10	svm	svm	NOUN
ajase-5421	182	11	.	.	PROPN
ajase-5421	182	12	1,567	1,567	NUM
ajase-5421	182	13	0.889	0.889	NUM
ajase-5421	182	14	0.787	0.787	NUM
ajase-5421	182	15	0.835	0.835	NUM
ajase-5421	182	16	0.723	0.723	NUM
ajase-5421	182	17	0.789	0.789	NUM
ajase-5421	182	18	local	local	ADJ
ajase-5421	182	19	outlier	outlier	NOUN
ajase-5421	182	20	factor	factor	NOUN
ajase-5421	182	21	.	.	PUNCT
ajase-5421	183	1	1,678	1,678	NUM
ajase-5421	183	2	0.823	0.823	NUM
ajase-5421	183	3	0.819	0.819	NUM
ajase-5421	183	4	0.821	0.821	NUM
ajase-5421	183	5	0.689	0.689	NUM
ajase-5421	183	6	0.756	0.756	NUM
ajase-5421	183	7	nigerian	nigerian	ADJ
ajase-5421	183	8	grid	grid	NOUN
ajase-5421	183	9	lstm	lstm	PROPN
ajase-5421	183	10	.	.	PUNCT
ajase-5421	184	1	1,234	1,234	NUM
ajase-5421	184	2	0.912	0.912	NUM
ajase-5421	184	3	0.834	0.834	NUM
ajase-5421	184	4	0.871	0.871	NUM
ajase-5421	184	5	0.798	0.798	NUM
ajase-5421	184	6	0.867	0.867	NUM
ajase-5421	184	7	average	average	ADJ
ajase-5421	184	8	ml	ml	NOUN
ajase-5421	184	9	.	.	PUNCT
ajase-5421	184	10	1,593	1,593	NUM
ajase-5421	184	11	0.880	0.880	NUM
ajase-5421	184	12	0.821	0.821	NUM
ajase-5421	184	13	0.849	0.849	NUM
ajase-5421	184	14	0.742	0.742	NUM
ajase-5421	184	15	0.812	0.812	NUM
ajase-5421	184	16	table	table	NOUN
ajase-5421	184	17	7	7	NUM
ajase-5421	184	18	:	:	PUNCT
ajase-5421	184	19	ensemble	ensemble	ADJ
ajase-5421	184	20	method	method	NOUN
ajase-5421	184	21	performance	performance	NOUN
ajase-5421	184	22	summary	summary	NOUN
ajase-5421	184	23	metric	metric	ADJ
ajase-5421	184	24	value	value	NOUN
ajase-5421	184	25	confidence	confidence	NOUN
ajase-5421	184	26	interval	interval	NOUN
ajase-5421	184	27	(	(	PUNCT
ajase-5421	184	28	95	95	NUM
ajase-5421	184	29	%	%	NOUN
ajase-5421	184	30	)	)	PUNCT
ajase-5421	184	31	baseline	baseline	VERB
ajase-5421	184	32	comparison	comparison	NOUN
ajase-5421	184	33	precision	precision	NOUN
ajase-5421	184	34	.	.	PUNCT
ajase-5421	185	1	0.894	0.894	NUM
ajase-5421	185	2	0.887	0.887	NUM
ajase-5421	185	3	0.901	0.901	NUM
ajase-5421	185	4	+12.8	+12.8	ADJ
ajase-5421	185	5	%	%	NOUN
ajase-5421	185	6	vs.	vs.	ADP
ajase-5421	185	7	statistical	statistical	ADJ
ajase-5421	185	8	recall	recall	NOUN
ajase-5421	185	9	.	.	PUNCT
ajase-5421	186	1	0.842	0.842	NUM
ajase-5421	186	2	0.834	0.834	NUM
ajase-5421	186	3	0.850	0.850	NUM
ajase-5421	186	4	+6.2	+6.2	NOUN
ajase-5421	186	5	%	%	NOUN
ajase-5421	186	6	vs.	vs.	ADP
ajase-5421	186	7	statistical	statistical	ADJ
ajase-5421	186	8	f1	f1	NOUN
ajase-5421	186	9	-	-	PUNCT
ajase-5421	186	10	score	score	NOUN
ajase-5421	186	11	.	.	PUNCT
ajase-5421	187	1	0.867	0.867	NUM
ajase-5421	187	2	0.859	0.859	NUM
ajase-5421	187	3	0.875	0.875	NUM
ajase-5421	187	4	+7.6	+7.6	NUM
ajase-5421	187	5	%	%	NOUN
ajase-5421	187	6	vs.	vs.	ADP
ajase-5421	187	7	statistical	statistical	ADJ
ajase-5421	187	8	grid	grid	NOUN
ajase-5421	187	9	collapse	collapse	NOUN
ajase-5421	187	10	prediction	prediction	NOUN
ajase-5421	187	11	.	.	PUNCT
ajase-5421	188	1	0.823	0.823	NUM
ajase-5421	188	2	0.812	0.812	NUM
ajase-5421	188	3	0.834	0.834	NUM
ajase-5421	188	4	+20.9	+20.9	DET
ajase-5421	188	5	%	%	NOUN
ajase-5421	188	6	vs.	vs.	ADP
ajase-5421	188	7	statistical	statistical	ADJ
ajase-5421	188	8	economic	economic	ADJ
ajase-5421	188	9	impact	impact	NOUN
ajase-5421	188	10	prediction	prediction	NOUN
ajase-5421	188	11	.	.	PUNCT
ajase-5421	189	1	0.756	0.756	NUM
ajase-5421	189	2	0.743	0.743	NUM
ajase-5421	189	3	0.769	0.769	NUM
ajase-5421	189	4	new	new	ADJ
ajase-5421	189	5	capability	capability	NOUN
ajase-5421	189	6	false	false	ADJ
ajase-5421	189	7	alarm	alarm	NOUN
ajase-5421	189	8	rate	rate	NOUN
ajase-5421	189	9	.	.	PUNCT
ajase-5421	190	1	0.089	0.089	NUM
ajase-5421	190	2	0.084	0.084	NUM
ajase-5421	190	3	0.094	0.094	NUM
ajase-5421	191	1	-15.3	-15.3	NUM
ajase-5421	191	2	%	%	NOUN
ajase-5421	191	3	vs.	vs.	ADP
ajase-5421	191	4	baseline	baseline	NOUN
ajase-5421	191	5	on	on	ADP
ajase-5421	191	6	the	the	DET
ajase-5421	191	7	other	other	ADJ
ajase-5421	191	8	hand	hand	NOUN
ajase-5421	192	1	,	,	PUNCT
ajase-5421	192	2	the	the	DET
ajase-5421	192	3	nigerian	nigerian	ADJ
ajase-5421	192	4	grid	grid	NOUN
ajase-5421	192	5	lstm	lstm	PROPN
ajase-5421	192	6	,	,	PUNCT
ajase-5421	192	7	which	which	PRON
ajase-5421	192	8	was	be	AUX
ajase-5421	192	9	specifically	specifically	ADV
ajase-5421	192	10	trained	train	VERB
ajase-5421	192	11	on	on	ADP
ajase-5421	192	12	local	local	ADJ
ajase-5421	192	13	consumption	consumption	NOUN
ajase-5421	192	14	habits	habit	NOUN
ajase-5421	192	15	,	,	PUNCT
ajase-5421	192	16	achieved	achieve	VERB
ajase-5421	192	17	the	the	DET
ajase-5421	192	18	highest	high	ADJ
ajase-5421	192	19	precision	precision	NOUN
ajase-5421	192	20	at	at	ADP
ajase-5421	192	21	0.912	0.912	NUM
ajase-5421	192	22	and	and	CCONJ
ajase-5421	192	23	boasted	boast	VERB
ajase-5421	192	24	the	the	DET
ajase-5421	192	25	best	good	ADJ
ajase-5421	192	26	generator	generator	NOUN
ajase-5421	192	27	switch	switch	NOUN
ajase-5421	192	28	recognition	recognition	NOUN
ajase-5421	192	29	rate	rate	NOUN
ajase-5421	192	30	of	of	ADP
ajase-5421	192	31	0.867	0.867	NUM
ajase-5421	192	32	.	.	PUNCT
ajase-5421	193	1	it	it	PRON
ajase-5421	193	2	’s	’	VERB
ajase-5421	193	3	clear	clear	ADJ
ajase-5421	193	4	that	that	SCONJ
ajase-5421	193	5	machine	machine	NOUN
ajase-5421	193	6	learning	learn	VERB
ajase-5421	193	7	techniques	technique	NOUN
ajase-5421	193	8	consistently	consistently	ADV
ajase-5421	193	9	outperformed	outperform	VERB
ajase-5421	193	10	traditional	traditional	ADJ
ajase-5421	193	11	statistical	statistical	ADJ
ajase-5421	193	12	methods	method	NOUN
ajase-5421	193	13	when	when	SCONJ
ajase-5421	193	14	it	it	PRON
ajase-5421	193	15	came	come	VERB
ajase-5421	193	16	to	to	ADP
ajase-5421	193	17	navigating	navigate	VERB
ajase-5421	193	18	the	the	DET
ajase-5421	193	19	complex	complex	ADJ
ajase-5421	193	20	,	,	PUNCT
ajase-5421	193	21	non	non	ADJ
ajase-5421	193	22	-	-	ADJ
ajase-5421	193	23	linear	linear	ADJ
ajase-5421	193	24	patterns	pattern	NOUN
ajase-5421	193	25	typical	typical	ADJ
ajase-5421	193	26	of	of	ADP
ajase-5421	193	27	nigeria	nigeria	PROPN
ajase-5421	193	28	’s	’s	PART
ajase-5421	193	29	power	power	NOUN
ajase-5421	193	30	system	system	NOUN
ajase-5421	193	31	.	.	PUNCT
ajase-5421	194	1	ensemble	ensemble	ADJ
ajase-5421	194	2	method	method	NOUN
ajase-5421	194	3	performance	performance	NOUN
ajase-5421	194	4	the	the	DET
ajase-5421	194	5	ensemble	ensemble	ADJ
ajase-5421	194	6	approach	approach	NOUN
ajase-5421	194	7	,	,	PUNCT
ajase-5421	194	8	specifically	specifically	ADV
ajase-5421	194	9	calibrated	calibrate	VERB
ajase-5421	194	10	for	for	ADP
ajase-5421	194	11	nigerian	nigerian	ADJ
ajase-5421	194	12	grid	grid	NOUN
ajase-5421	194	13	conditions	condition	NOUN
ajase-5421	194	14	,	,	PUNCT
ajase-5421	194	15	achieved	achieve	VERB
ajase-5421	194	16	superior	superior	ADJ
ajase-5421	194	17	results	result	NOUN
ajase-5421	194	18	:	:	PUNCT
ajase-5421	194	19	the	the	DET
ajase-5421	194	20	ensemble	ensemble	ADJ
ajase-5421	194	21	method	method	NOUN
ajase-5421	194	22	successfully	successfully	ADV
ajase-5421	194	23	met	meet	VERB
ajase-5421	194	24	the	the	DET
ajase-5421	194	25	research	research	NOUN
ajase-5421	194	26	goal	goal	NOUN
ajase-5421	194	27	of	of	ADP
ajase-5421	194	28	surpassing	surpass	VERB
ajase-5421	194	29	89	89	NUM
ajase-5421	194	30	%	%	NOUN
ajase-5421	194	31	precision	precision	NOUN
ajase-5421	194	32	while	while	SCONJ
ajase-5421	194	33	also	also	ADV
ajase-5421	194	34	maintaining	maintain	VERB
ajase-5421	194	35	a	a	DET
ajase-5421	194	36	high	high	ADJ
ajase-5421	194	37	recall	recall	NOUN
ajase-5421	194	38	rate	rate	NOUN
ajase-5421	194	39	.	.	PUNCT
ajase-5421	195	1	this	this	PRON
ajase-5421	195	2	really	really	ADV
ajase-5421	195	3	highlights	highlight	VERB
ajase-5421	195	4	how	how	SCONJ
ajase-5421	195	5	effective	effective	ADJ
ajase-5421	195	6	it	it	PRON
ajase-5421	195	7	can	can	AUX
ajase-5421	195	8	be	be	AUX
ajase-5421	195	9	to	to	PART
ajase-5421	195	10	combine	combine	VERB
ajase-5421	195	11	different	different	ADJ
ajase-5421	195	12	approaches	approach	NOUN
ajase-5421	195	13	to	to	PART
ajase-5421	195	14	tackle	tackle	VERB
ajase-5421	195	15	the	the	DET
ajase-5421	195	16	challenges	challenge	NOUN
ajase-5421	195	17	of	of	ADP
ajase-5421	195	18	nigeria	nigeria	PROPN
ajase-5421	195	19	’s	’s	PART
ajase-5421	195	20	intricate	intricate	ADJ
ajase-5421	195	21	grid	grid	NOUN
ajase-5421	195	22	environment	environment	NOUN
ajase-5421	195	23	.	.	PUNCT
ajase-5421	196	1	nigerian	nigerian	ADJ
ajase-5421	196	2	grid	grid	PROPN
ajase-5421	196	3	anomaly	anomaly	NOUN
ajase-5421	196	4	characterization	characterization	NOUN
ajase-5421	196	5	detected	detect	VERB
ajase-5421	196	6	anomalies	anomaly	NOUN
ajase-5421	196	7	were	be	AUX
ajase-5421	196	8	categorized	categorize	VERB
ajase-5421	196	9	based	base	VERB
ajase-5421	196	10	on	on	ADP
ajase-5421	196	11	nigeria	nigeria	PROPN
ajase-5421	196	12	’s	’s	PART
ajase-5421	196	13	specific	specific	ADJ
ajase-5421	196	14	grid	grid	NOUN
ajase-5421	196	15	challenges	challenge	NOUN
ajase-5421	196	16	,	,	PUNCT
ajase-5421	196	17	as	as	SCONJ
ajase-5421	196	18	illustrated	illustrate	VERB
ajase-5421	196	19	in	in	ADP
ajase-5421	196	20	figure	figure	NOUN
ajase-5421	196	21	3	3	NUM
ajase-5421	196	22	.	.	PUNCT
ajase-5421	196	23	figure	figure	VERB
ajase-5421	196	24	3	3	NUM
ajase-5421	196	25	:	:	PUNCT
ajase-5421	196	26	distribution	distribution	NOUN
ajase-5421	196	27	of	of	ADP
ajase-5421	196	28	anomaly	anomaly	NOUN
ajase-5421	196	29	types	type	NOUN
ajase-5421	196	30	in	in	ADP
ajase-5421	196	31	the	the	DET
ajase-5421	196	32	nigerian	nigerian	ADJ
ajase-5421	196	33	power	power	NOUN
ajase-5421	196	34	grid	grid	NOUN
ajase-5421	196	35	.	.	PUNCT
ajase-5421	197	1	this	this	DET
ajase-5421	197	2	horizontal	horizontal	ADJ
ajase-5421	197	3	bar	bar	NOUN
ajase-5421	197	4	chart	chart	NOUN
ajase-5421	197	5	illustrates	illustrate	VERB
ajase-5421	197	6	the	the	DET
ajase-5421	197	7	breakdown	breakdown	NOUN
ajase-5421	197	8	of	of	ADP
ajase-5421	197	9	2,047	2,047	NUM
ajase-5421	197	10	detected	detect	VERB
ajase-5421	197	11	anomalies	anomaly	NOUN
ajase-5421	197	12	in	in	ADP
ajase-5421	197	13	nigeria	nigeria	PROPN
ajase-5421	197	14	’s	’s	PART
ajase-5421	197	15	power	power	NOUN
ajase-5421	197	16	grid	grid	NOUN
ajase-5421	197	17	(	(	PUNCT
ajase-5421	197	18	2021–2023	2021–2023	NUM
ajase-5421	197	19	)	)	PUNCT
ajase-5421	197	20	,	,	PUNCT
ajase-5421	197	21	highlighting	highlight	VERB
ajase-5421	197	22	six	six	NUM
ajase-5421	197	23	key	key	ADJ
ajase-5421	197	24	categories	category	NOUN
ajase-5421	197	25	.	.	PUNCT
ajase-5421	198	1	the	the	DET
ajase-5421	198	2	x	x	X
ajase-5421	198	3	-	-	ADJ
ajase-5421	198	4	axis	axis	NOUN
ajase-5421	198	5	gives	give	VERB
ajase-5421	198	6	a	a	DET
ajase-5421	198	7	quantitative	quantitative	ADJ
ajase-5421	198	8	measure	measure	NOUN
ajase-5421	198	9	of	of	ADP
ajase-5421	198	10	percentage	percentage	NOUN
ajase-5421	198	11	anomaly	anomaly	NOUN
ajase-5421	198	12	and	and	CCONJ
ajase-5421	198	13	y	y	NOUN
ajase-5421	198	14	-	-	PUNCT
ajase-5421	198	15	axis	axis	NOUN
ajase-5421	198	16	gives	give	VERB
ajase-5421	198	17	a	a	DET
ajase-5421	198	18	qualitative	qualitative	ADJ
ajase-5421	198	19	classification	classification	NOUN
ajase-5421	198	20	of	of	ADP
ajase-5421	198	21	the	the	DET
ajase-5421	198	22	different	different	ADJ
ajase-5421	198	23	types	type	NOUN
ajase-5421	198	24	of	of	ADP
ajase-5421	198	25	operational	operational	ADJ
ajase-5421	198	26	anomalies	anomaly	NOUN
ajase-5421	198	27	pa	pa	PROPN
ajase-5421	198	28	ge	ge	PROPN
ajase-5421	199	1	16	16	NUM
ajase-5421	199	2	1	1	NUM
ajase-5421	199	3	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	199	4	am	am	NOUN
ajase-5421	199	5	.	.	PUNCT
ajase-5421	200	1	j.	j.	PROPN
ajase-5421	200	2	appl	appl	PROPN
ajase-5421	200	3	.	.	PROPN
ajase-5421	201	1	stat	stat	PROPN
ajase-5421	201	2	.	.	PUNCT
ajase-5421	202	1	econ	econ	PROPN
ajase-5421	202	2	.	.	PUNCT
ajase-5421	203	1	4(1	4(1	X
ajase-5421	203	2	)	)	PUNCT
ajase-5421	203	3	154	154	NUM
ajase-5421	203	4	-	-	SYM
ajase-5421	203	5	165	165	NUM
ajase-5421	203	6	,	,	PUNCT
ajase-5421	203	7	2025	2025	NUM
ajase-5421	203	8	detailed	detailed	ADJ
ajase-5421	203	9	anomaly	anomaly	NOUN
ajase-5421	203	10	analysis	analysis	NOUN
ajase-5421	203	11	the	the	DET
ajase-5421	203	12	in	in	ADP
ajase-5421	203	13	-	-	PUNCT
ajase-5421	203	14	depth	depth	NOUN
ajase-5421	203	15	analysis	analysis	NOUN
ajase-5421	203	16	of	of	ADP
ajase-5421	203	17	anomalies	anomaly	NOUN
ajase-5421	203	18	has	have	AUX
ajase-5421	203	19	uncovered	uncover	VERB
ajase-5421	203	20	several	several	ADJ
ajase-5421	203	21	key	key	ADJ
ajase-5421	203	22	factors	factor	NOUN
ajase-5421	203	23	that	that	PRON
ajase-5421	203	24	contribute	contribute	VERB
ajase-5421	203	25	to	to	ADP
ajase-5421	203	26	grid	grid	NOUN
ajase-5421	203	27	instability	instability	NOUN
ajase-5421	203	28	and	and	CCONJ
ajase-5421	203	29	operational	operational	ADJ
ajase-5421	203	30	hiccups	hiccup	NOUN
ajase-5421	203	31	.	.	PUNCT
ajase-5421	204	1	the	the	DET
ajase-5421	204	2	most	most	ADV
ajase-5421	204	3	critical	critical	ADJ
ajase-5421	204	4	warning	warning	NOUN
ajase-5421	204	5	sign	sign	NOUN
ajase-5421	204	6	of	of	ADP
ajase-5421	204	7	a	a	DET
ajase-5421	204	8	potential	potential	ADJ
ajase-5421	204	9	grid	grid	NOUN
ajase-5421	204	10	collapse	collapse	NOUN
ajase-5421	204	11	,	,	PUNCT
ajase-5421	204	12	which	which	PRON
ajase-5421	204	13	accounts	account	VERB
ajase-5421	204	14	for	for	ADP
ajase-5421	204	15	28.4	28.4	NUM
ajase-5421	204	16	%	%	NOUN
ajase-5421	204	17	of	of	ADP
ajase-5421	204	18	cases	case	NOUN
ajase-5421	204	19	,	,	PUNCT
ajase-5421	204	20	is	be	AUX
ajase-5421	204	21	frequency	frequency	NOUN
ajase-5421	204	22	deviations	deviation	NOUN
ajase-5421	204	23	that	that	PRON
ajase-5421	204	24	go	go	VERB
ajase-5421	204	25	beyond	beyond	ADP
ajase-5421	204	26	±0.5	±0.5	PROPN
ajase-5421	204	27	hz	hz	VERB
ajase-5421	204	28	,	,	PUNCT
ajase-5421	204	29	a	a	DET
ajase-5421	204	30	phenomenon	phenomenon	NOUN
ajase-5421	204	31	observed	observe	VERB
ajase-5421	204	32	before	before	ADP
ajase-5421	204	33	89	89	NUM
ajase-5421	204	34	%	%	NOUN
ajase-5421	204	35	of	of	ADP
ajase-5421	204	36	actual	actual	ADJ
ajase-5421	204	37	collapses	collapse	NOUN
ajase-5421	204	38	.	.	PUNCT
ajase-5421	205	1	moreover	moreover	ADV
ajase-5421	205	2	,	,	PUNCT
ajase-5421	205	3	voltage	voltage	NOUN
ajase-5421	205	4	fluctuations	fluctuation	NOUN
ajase-5421	205	5	exceeding	exceed	VERB
ajase-5421	205	6	±5	±5	NOUN
ajase-5421	205	7	%	%	NOUN
ajase-5421	205	8	across	across	ADP
ajase-5421	205	9	various	various	ADJ
ajase-5421	205	10	substations	substation	NOUN
ajase-5421	205	11	and	and	CCONJ
ajase-5421	205	12	sudden	sudden	ADJ
ajase-5421	205	13	load	load	NOUN
ajase-5421	205	14	rejections	rejection	NOUN
ajase-5421	205	15	over	over	ADP
ajase-5421	205	16	500	500	NUM
ajase-5421	205	17	mw	mw	NOUN
ajase-5421	205	18	have	have	AUX
ajase-5421	205	19	emerged	emerge	VERB
ajase-5421	205	20	as	as	ADP
ajase-5421	205	21	significant	significant	ADJ
ajase-5421	205	22	indicators	indicator	NOUN
ajase-5421	205	23	.	.	PUNCT
ajase-5421	206	1	generator	generator	NOUN
ajase-5421	206	2	switching	switch	VERB
ajase-5421	206	3	anomalies	anomaly	NOUN
ajase-5421	206	4	,	,	PUNCT
ajase-5421	206	5	which	which	PRON
ajase-5421	206	6	make	make	VERB
ajase-5421	206	7	up	up	ADP
ajase-5421	206	8	22.7	22.7	NUM
ajase-5421	206	9	%	%	NOUN
ajase-5421	206	10	of	of	ADP
ajase-5421	206	11	the	the	DET
ajase-5421	206	12	findings	finding	NOUN
ajase-5421	206	13	,	,	PUNCT
ajase-5421	206	14	reveal	reveal	VERB
ajase-5421	206	15	unusual	unusual	ADJ
ajase-5421	206	16	activation	activation	NOUN
ajase-5421	206	17	patterns	pattern	NOUN
ajase-5421	206	18	during	during	ADP
ajase-5421	206	19	times	time	NOUN
ajase-5421	206	20	when	when	SCONJ
ajase-5421	206	21	there	there	PRON
ajase-5421	206	22	are	be	VERB
ajase-5421	206	23	no	no	DET
ajase-5421	206	24	outages	outage	NOUN
ajase-5421	206	25	,	,	PUNCT
ajase-5421	206	26	simultaneous	simultaneous	ADJ
ajase-5421	206	27	switching	switching	NOUN
ajase-5421	206	28	across	across	ADP
ajase-5421	206	29	different	different	ADJ
ajase-5421	206	30	regions	region	NOUN
ajase-5421	206	31	,	,	PUNCT
ajase-5421	206	32	and	and	CCONJ
ajase-5421	206	33	generators	generator	NOUN
ajase-5421	206	34	running	run	VERB
ajase-5421	206	35	longer	long	ADV
ajase-5421	206	36	than	than	ADP
ajase-5421	206	37	their	their	PRON
ajase-5421	206	38	usual	usual	ADJ
ajase-5421	206	39	backup	backup	ADJ
ajase-5421	206	40	time	time	NOUN
ajase-5421	206	41	.	.	PUNCT
ajase-5421	207	1	these	these	DET
ajase-5421	207	2	issues	issue	NOUN
ajase-5421	207	3	highlight	highlight	VERB
ajase-5421	207	4	the	the	DET
ajase-5421	207	5	need	need	NOUN
ajase-5421	207	6	for	for	ADP
ajase-5421	207	7	more	more	ADV
ajase-5421	207	8	vigilant	vigilant	ADJ
ajase-5421	207	9	monitoring	monitoring	NOUN
ajase-5421	207	10	of	of	ADP
ajase-5421	207	11	generator	generator	NOUN
ajase-5421	207	12	operations	operation	NOUN
ajase-5421	207	13	to	to	PART
ajase-5421	207	14	avert	avert	VERB
ajase-5421	207	15	possible	possible	ADJ
ajase-5421	207	16	failures	failure	NOUN
ajase-5421	207	17	.	.	PUNCT
ajase-5421	208	1	load	load	NOUN
ajase-5421	208	2	shedding	shed	VERB
ajase-5421	208	3	irregularities	irregularity	NOUN
ajase-5421	208	4	,	,	PUNCT
ajase-5421	208	5	representing	represent	VERB
ajase-5421	208	6	19.3	19.3	NUM
ajase-5421	208	7	%	%	NOUN
ajase-5421	208	8	of	of	ADP
ajase-5421	208	9	the	the	DET
ajase-5421	208	10	analysis	analysis	NOUN
ajase-5421	208	11	,	,	PUNCT
ajase-5421	208	12	were	be	AUX
ajase-5421	208	13	marked	mark	VERB
ajase-5421	208	14	by	by	ADP
ajase-5421	208	15	unexpected	unexpected	ADJ
ajase-5421	208	16	shedding	shedding	ADJ
ajase-5421	208	17	events	event	NOUN
ajase-5421	208	18	,	,	PUNCT
ajase-5421	208	19	erratic	erratic	ADJ
ajase-5421	208	20	patterns	pattern	NOUN
ajase-5421	208	21	among	among	ADP
ajase-5421	208	22	distribution	distribution	NOUN
ajase-5421	208	23	companies	company	NOUN
ajase-5421	208	24	,	,	PUNCT
ajase-5421	208	25	and	and	CCONJ
ajase-5421	208	26	delays	delay	NOUN
ajase-5421	208	27	in	in	ADP
ajase-5421	208	28	restoring	restore	VERB
ajase-5421	208	29	load	load	NOUN
ajase-5421	208	30	that	that	PRON
ajase-5421	208	31	went	go	VERB
ajase-5421	208	32	beyond	beyond	ADP
ajase-5421	208	33	planned	planned	ADJ
ajase-5421	208	34	timelines	timeline	NOUN
ajase-5421	208	35	.	.	PUNCT
ajase-5421	209	1	this	this	DET
ajase-5421	209	2	inconsistency	inconsistency	NOUN
ajase-5421	209	3	can	can	AUX
ajase-5421	209	4	complicate	complicate	VERB
ajase-5421	209	5	grid	grid	NOUN
ajase-5421	209	6	management	management	NOUN
ajase-5421	209	7	even	even	ADV
ajase-5421	209	8	further	far	ADV
ajase-5421	209	9	.	.	PUNCT
ajase-5421	210	1	fuel	fuel	NOUN
ajase-5421	210	2	supply	supply	NOUN
ajase-5421	210	3	disruptions	disruption	NOUN
ajase-5421	210	4	accounted	account	VERB
ajase-5421	210	5	for	for	ADP
ajase-5421	210	6	15.8	15.8	NUM
ajase-5421	210	7	%	%	NOUN
ajase-5421	210	8	of	of	ADP
ajase-5421	210	9	the	the	DET
ajase-5421	210	10	anomalies	anomaly	NOUN
ajase-5421	210	11	,	,	PUNCT
ajase-5421	210	12	with	with	ADP
ajase-5421	210	13	drops	drop	NOUN
ajase-5421	210	14	in	in	ADP
ajase-5421	210	15	output	output	NOUN
ajase-5421	210	16	from	from	ADP
ajase-5421	210	17	gas	gas	NOUN
ajase-5421	210	18	-	-	PUNCT
ajase-5421	210	19	fired	fire	VERB
ajase-5421	210	20	plants	plant	NOUN
ajase-5421	210	21	aligning	align	VERB
ajase-5421	210	22	with	with	ADP
ajase-5421	210	23	supply	supply	NOUN
ajase-5421	210	24	data	datum	NOUN
ajase-5421	210	25	from	from	ADP
ajase-5421	210	26	the	the	DET
ajase-5421	210	27	nigerian	nigerian	ADJ
ajase-5421	210	28	national	national	ADJ
ajase-5421	210	29	petroleum	petroleum	NOUN
ajase-5421	210	30	corporation	corporation	NOUN
ajase-5421	210	31	(	(	PUNCT
ajase-5421	210	32	nnpc	nnpc	NOUN
ajase-5421	210	33	)	)	PUNCT
ajase-5421	210	34	.	.	PUNCT
ajase-5421	211	1	gradual	gradual	ADJ
ajase-5421	211	2	declines	decline	NOUN
ajase-5421	211	3	in	in	ADP
ajase-5421	211	4	fuel	fuel	NOUN
ajase-5421	211	5	consumption	consumption	NOUN
ajase-5421	211	6	suggest	suggest	VERB
ajase-5421	211	7	a	a	DET
ajase-5421	211	8	looming	loom	VERB
ajase-5421	211	9	shortage	shortage	NOUN
ajase-5421	211	10	,	,	PUNCT
ajase-5421	211	11	worsened	worsen	VERB
ajase-5421	211	12	by	by	ADP
ajase-5421	211	13	regional	regional	ADJ
ajase-5421	211	14	differences	difference	NOUN
ajase-5421	211	15	in	in	ADP
ajase-5421	211	16	gas	gas	NOUN
ajase-5421	211	17	availability	availability	NOUN
ajase-5421	211	18	.	.	PUNCT
ajase-5421	212	1	weather	weather	NOUN
ajase-5421	212	2	-	-	PUNCT
ajase-5421	212	3	related	relate	VERB
ajase-5421	212	4	anomalies	anomaly	NOUN
ajase-5421	212	5	,	,	PUNCT
ajase-5421	212	6	which	which	PRON
ajase-5421	212	7	comprised	comprise	VERB
ajase-5421	212	8	8.9	8.9	NUM
ajase-5421	212	9	%	%	NOUN
ajase-5421	212	10	of	of	ADP
ajase-5421	212	11	the	the	DET
ajase-5421	212	12	findings	finding	NOUN
ajase-5421	212	13	,	,	PUNCT
ajase-5421	212	14	included	include	VERB
ajase-5421	212	15	the	the	DET
ajase-5421	212	16	effects	effect	NOUN
ajase-5421	212	17	of	of	ADP
ajase-5421	212	18	harmattan	harmattan	ADJ
ajase-5421	212	19	dust	dust	NOUN
ajase-5421	212	20	storms	storm	NOUN
ajase-5421	212	21	on	on	ADP
ajase-5421	212	22	transmission	transmission	NOUN
ajase-5421	212	23	lines	line	NOUN
ajase-5421	212	24	,	,	PUNCT
ajase-5421	212	25	equipment	equipment	NOUN
ajase-5421	212	26	failures	failure	NOUN
ajase-5421	212	27	caused	cause	VERB
ajase-5421	212	28	by	by	ADP
ajase-5421	212	29	lightning	lightning	NOUN
ajase-5421	212	30	,	,	PUNCT
ajase-5421	212	31	and	and	CCONJ
ajase-5421	212	32	flooding	flooding	NOUN
ajase-5421	212	33	impacts	impact	NOUN
ajase-5421	212	34	on	on	ADP
ajase-5421	212	35	distribution	distribution	NOUN
ajase-5421	212	36	infrastructure	infrastructure	NOUN
ajase-5421	212	37	.	.	PUNCT
ajase-5421	213	1	these	these	DET
ajase-5421	213	2	environmental	environmental	ADJ
ajase-5421	213	3	factors	factor	NOUN
ajase-5421	213	4	present	present	VERB
ajase-5421	213	5	serious	serious	ADJ
ajase-5421	213	6	risks	risk	NOUN
ajase-5421	213	7	to	to	ADP
ajase-5421	213	8	operational	operational	ADJ
ajase-5421	213	9	stability	stability	NOUN
ajase-5421	213	10	.	.	PUNCT
ajase-5421	214	1	lastly	lastly	ADV
ajase-5421	214	2	,	,	PUNCT
ajase-5421	214	3	the	the	DET
ajase-5421	214	4	indicators	indicator	NOUN
ajase-5421	214	5	of	of	ADP
ajase-5421	214	6	economic	economic	ADJ
ajase-5421	214	7	activity	activity	NOUN
ajase-5421	214	8	,	,	PUNCT
ajase-5421	214	9	which	which	PRON
ajase-5421	214	10	made	make	VERB
ajase-5421	214	11	up	up	ADP
ajase-5421	214	12	4.9	4.9	NUM
ajase-5421	214	13	%	%	NOUN
ajase-5421	214	14	of	of	ADP
ajase-5421	214	15	the	the	DET
ajase-5421	214	16	analysis	analysis	NOUN
ajase-5421	214	17	,	,	PUNCT
ajase-5421	214	18	highlighted	highlight	VERB
ajase-5421	214	19	shifts	shift	NOUN
ajase-5421	214	20	in	in	ADP
ajase-5421	214	21	consumption	consumption	NOUN
ajase-5421	214	22	patterns	pattern	NOUN
ajase-5421	214	23	tied	tie	VERB
ajase-5421	214	24	to	to	ADP
ajase-5421	214	25	industrial	industrial	ADJ
ajase-5421	214	26	activity	activity	NOUN
ajase-5421	214	27	,	,	PUNCT
ajase-5421	214	28	regional	regional	ADJ
ajase-5421	214	29	economic	economic	ADJ
ajase-5421	214	30	differences	difference	NOUN
ajase-5421	214	31	impacting	impact	VERB
ajase-5421	214	32	demand	demand	NOUN
ajase-5421	214	33	,	,	PUNCT
ajase-5421	214	34	and	and	CCONJ
ajase-5421	214	35	unusual	unusual	ADJ
ajase-5421	214	36	trends	trend	NOUN
ajase-5421	214	37	related	relate	VERB
ajase-5421	214	38	to	to	ADP
ajase-5421	214	39	holidays	holiday	NOUN
ajase-5421	214	40	and	and	CCONJ
ajase-5421	214	41	cultural	cultural	ADJ
ajase-5421	214	42	events	event	NOUN
ajase-5421	214	43	.	.	PUNCT
ajase-5421	215	1	grasping	grasp	VERB
ajase-5421	215	2	these	these	DET
ajase-5421	215	3	economic	economic	ADJ
ajase-5421	215	4	factors	factor	NOUN
ajase-5421	215	5	is	be	AUX
ajase-5421	215	6	crucial	crucial	ADJ
ajase-5421	215	7	for	for	ADP
ajase-5421	215	8	predicting	predict	VERB
ajase-5421	215	9	demand	demand	NOUN
ajase-5421	215	10	changes	change	NOUN
ajase-5421	215	11	and	and	CCONJ
ajase-5421	215	12	maintaining	maintain	VERB
ajase-5421	215	13	grid	grid	NOUN
ajase-5421	215	14	reliability	reliability	NOUN
ajase-5421	215	15	.	.	PUNCT
ajase-5421	216	1	economic	economic	ADJ
ajase-5421	216	2	impact	impact	NOUN
ajase-5421	216	3	assessment	assessment	NOUN
ajase-5421	216	4	the	the	DET
ajase-5421	216	5	economic	economic	ADJ
ajase-5421	216	6	impact	impact	NOUN
ajase-5421	216	7	analysis	analysis	NOUN
ajase-5421	216	8	of	of	ADP
ajase-5421	216	9	the	the	DET
ajase-5421	216	10	framework	framework	NOUN
ajase-5421	216	11	showed	show	VERB
ajase-5421	216	12	promising	promise	VERB
ajase-5421	216	13	potential	potential	ADJ
ajase-5421	216	14	benefits	benefit	NOUN
ajase-5421	216	15	for	for	ADP
ajase-5421	216	16	nigeria	nigeria	PRON
ajase-5421	216	17	,	,	PUNCT
ajase-5421	216	18	as	as	SCONJ
ajase-5421	216	19	outlined	outline	VERB
ajase-5421	216	20	in	in	ADP
ajase-5421	216	21	table	table	NOUN
ajase-5421	216	22	8	8	NUM
ajase-5421	216	23	.	.	PUNCT
ajase-5421	216	24	table	table	NOUN
ajase-5421	216	25	8	8	NUM
ajase-5421	216	26	:	:	PUNCT
ajase-5421	216	27	the	the	DET
ajase-5421	216	28	economic	economic	ADJ
ajase-5421	216	29	impact	impact	NOUN
ajase-5421	216	30	impact	impact	NOUN
ajase-5421	216	31	category	category	NOUN
ajase-5421	216	32	annual	annual	ADJ
ajase-5421	216	33	benefit	benefit	NOUN
ajase-5421	216	34	(	(	PUNCT
ajase-5421	216	35	₦	₦	NOUN
ajase-5421	216	36	billion	billion	NUM
ajase-5421	216	37	)	)	PUNCT
ajase-5421	216	38	confidence	confidence	NOUN
ajase-5421	216	39	level	level	NOUN
ajase-5421	216	40	methodology	methodology	NOUN
ajase-5421	216	41	direct	direct	ADJ
ajase-5421	216	42	benefits	benefit	NOUN
ajase-5421	216	43	reduced	reduce	VERB
ajase-5421	216	44	grid	grid	NOUN
ajase-5421	216	45	collapse	collapse	NOUN
ajase-5421	216	46	incidents	incident	NOUN
ajase-5421	216	47	.	.	PUNCT
ajase-5421	217	1	89.4	89.4	NUM
ajase-5421	217	2	high	high	ADJ
ajase-5421	217	3	(	(	PUNCT
ajase-5421	217	4	85	85	NUM
ajase-5421	217	5	%	%	NOUN
ajase-5421	217	6	)	)	PUNCT
ajase-5421	217	7	historical	historical	ADJ
ajase-5421	217	8	loss	loss	NOUN
ajase-5421	217	9	data	datum	NOUN
ajase-5421	217	10	×	×	PROPN
ajase-5421	217	11	prevention	prevention	NOUN
ajase-5421	217	12	rate	rate	NOUN
ajase-5421	217	13	improved	improve	VERB
ajase-5421	217	14	generator	generator	NOUN
ajase-5421	217	15	efficiency	efficiency	NOUN
ajase-5421	217	16	.	.	PUNCT
ajase-5421	218	1	23.7	23.7	NUM
ajase-5421	218	2	medium	medium	NOUN
ajase-5421	218	3	(	(	PUNCT
ajase-5421	218	4	72	72	NUM
ajase-5421	218	5	%	%	NOUN
ajase-5421	218	6	)	)	PUNCT
ajase-5421	218	7	fuel	fuel	NOUN
ajase-5421	218	8	cost	cost	NOUN
ajase-5421	218	9	savings	saving	NOUN
ajase-5421	218	10	×	×	NOUN
ajase-5421	218	11	efficiency	efficiency	NOUN
ajase-5421	218	12	gains	gain	NOUN
ajase-5421	218	13	enhanced	enhance	VERB
ajase-5421	218	14	maintenance	maintenance	NOUN
ajase-5421	218	15	scheduling	scheduling	NOUN
ajase-5421	218	16	.	.	PUNCT
ajase-5421	219	1	15.2	15.2	NUM
ajase-5421	219	2	high	high	ADJ
ajase-5421	219	3	(	(	PUNCT
ajase-5421	219	4	88	88	NUM
ajase-5421	219	5	%	%	NOUN
ajase-5421	219	6	)	)	PUNCT
ajase-5421	219	7	equipment	equipment	NOUN
ajase-5421	219	8	damage	damage	NOUN
ajase-5421	219	9	avoidance	avoidance	NOUN
ajase-5421	219	10	subtotal	subtotal	NOUN
ajase-5421	219	11	direct	direct	ADJ
ajase-5421	219	12	.	.	PUNCT
ajase-5421	220	1	128.3	128.3	NUM
ajase-5421	220	2	indirect	indirect	ADJ
ajase-5421	220	3	benefits	benefit	NOUN
ajase-5421	220	4	.	.	PUNCT
ajase-5421	221	1	manufacturing	manufacture	VERB
ajase-5421	221	2	productivity	productivity	NOUN
ajase-5421	221	3	gains	gain	NOUN
ajase-5421	221	4	.	.	PUNCT
ajase-5421	222	1	156.8	156.8	NUM
ajase-5421	222	2	medium	medium	NOUN
ajase-5421	222	3	(	(	PUNCT
ajase-5421	222	4	68	68	NUM
ajase-5421	222	5	%	%	NOUN
ajase-5421	222	6	)	)	PUNCT
ajase-5421	222	7	industrial	industrial	ADJ
ajase-5421	222	8	output	output	NOUN
ajase-5421	222	9	correlation	correlation	NOUN
ajase-5421	222	10	healthcare	healthcare	NOUN
ajase-5421	222	11	system	system	NOUN
ajase-5421	222	12	reliability	reliability	NOUN
ajase-5421	222	13	.	.	PUNCT
ajase-5421	223	1	45.2	45.2	NUM
ajase-5421	223	2	medium	medium	NOUN
ajase-5421	223	3	(	(	PUNCT
ajase-5421	223	4	71	71	NUM
ajase-5421	223	5	%	%	NOUN
ajase-5421	223	6	)	)	PUNCT
ajase-5421	223	7	emergency	emergency	NOUN
ajase-5421	223	8	response	response	NOUN
ajase-5421	223	9	improvement	improvement	NOUN
ajase-5421	223	10	educational	educational	ADJ
ajase-5421	223	11	sector	sector	NOUN
ajase-5421	223	12	benefits	benefit	NOUN
ajase-5421	223	13	.	.	PUNCT
ajase-5421	224	1	28.6	28.6	NUM
ajase-5421	224	2	low	low	ADJ
ajase-5421	224	3	(	(	PUNCT
ajase-5421	224	4	58	58	NUM
ajase-5421	224	5	%	%	NOUN
ajase-5421	224	6	)	)	PUNCT
ajase-5421	224	7	learning	learn	VERB
ajase-5421	224	8	continuity	continuity	NOUN
ajase-5421	224	9	value	value	NOUN
ajase-5421	224	10	small	small	ADJ
ajase-5421	224	11	business	business	NOUN
ajase-5421	224	12	productivity	productivity	NOUN
ajase-5421	224	13	.	.	PUNCT
ajase-5421	225	1	67.3	67.3	NUM
ajase-5421	225	2	medium	medium	NOUN
ajase-5421	225	3	(	(	PUNCT
ajase-5421	225	4	65	65	NUM
ajase-5421	225	5	%	%	NOUN
ajase-5421	225	6	)	)	PUNCT
ajase-5421	225	7	informal	informal	ADJ
ajase-5421	225	8	economy	economy	NOUN
ajase-5421	225	9	impact	impact	NOUN
ajase-5421	225	10	subtotal	subtotal	ADJ
ajase-5421	225	11	indirect	indirect	NOUN
ajase-5421	225	12	.	.	PUNCT
ajase-5421	226	1	297.9	297.9	NUM
ajase-5421	226	2	total	total	ADJ
ajase-5421	226	3	annual	annual	ADJ
ajase-5421	226	4	benefits	benefit	NOUN
ajase-5421	226	5	.	.	PUNCT
ajase-5421	227	1	426.2	426.2	NUM
ajase-5421	227	2	implementation	implementation	NOUN
ajase-5421	227	3	costs	cost	VERB
ajase-5421	227	4	the	the	DET
ajase-5421	227	5	return	return	NOUN
ajase-5421	227	6	on	on	ADP
ajase-5421	227	7	investment	investment	NOUN
ajase-5421	227	8	(	(	PUNCT
ajase-5421	227	9	roi	roi	NOUN
ajase-5421	227	10	)	)	PUNCT
ajase-5421	227	11	analysis	analysis	NOUN
ajase-5421	227	12	reveals	reveal	VERB
ajase-5421	227	13	significant	significant	ADJ
ajase-5421	227	14	financial	financial	ADJ
ajase-5421	227	15	benefits	benefit	NOUN
ajase-5421	227	16	over	over	ADP
ajase-5421	227	17	a	a	DET
ajase-5421	227	18	five	five	NUM
ajase-5421	227	19	-	-	PUNCT
ajase-5421	227	20	year	year	NOUN
ajase-5421	227	21	period	period	NOUN
ajase-5421	227	22	.	.	PUNCT
ajase-5421	228	1	the	the	DET
ajase-5421	228	2	total	total	ADJ
ajase-5421	228	3	benefits	benefit	NOUN
ajase-5421	228	4	are	be	AUX
ajase-5421	228	5	projected	project	VERB
ajase-5421	228	6	to	to	PART
ajase-5421	228	7	reach	reach	VERB
ajase-5421	228	8	₦	₦	PROPN
ajase-5421	228	9	2,131.0	2,131.0	NUM
ajase-5421	228	10	billion	billion	NUM
ajase-5421	228	11	,	,	PUNCT
ajase-5421	228	12	while	while	SCONJ
ajase-5421	228	13	the	the	DET
ajase-5421	228	14	total	total	ADJ
ajase-5421	228	15	costs	cost	VERB
ajase-5421	228	16	incurred	incur	VERB
ajase-5421	228	17	amount	amount	NOUN
ajase-5421	228	18	to	to	ADP
ajase-5421	228	19	₦	₦	ADV
ajase-5421	228	20	28.6	28.6	NUM
ajase-5421	228	21	billion	billion	NUM
ajase-5421	228	22	.	.	PUNCT
ajase-5421	229	1	this	this	DET
ajase-5421	229	2	result	result	NOUN
ajase-5421	229	3	in	in	ADP
ajase-5421	229	4	an	an	DET
ajase-5421	229	5	impressive	impressive	ADJ
ajase-5421	229	6	net	net	ADJ
ajase-5421	229	7	roi	roi	NOUN
ajase-5421	229	8	of	of	ADP
ajase-5421	229	9	7,348	7,348	NUM
ajase-5421	229	10	%	%	NOUN
ajase-5421	229	11	,	,	PUNCT
ajase-5421	229	12	indicating	indicate	VERB
ajase-5421	229	13	a	a	DET
ajase-5421	229	14	highly	highly	ADV
ajase-5421	229	15	favorable	favorable	ADJ
ajase-5421	229	16	return	return	NOUN
ajase-5421	229	17	relative	relative	ADJ
ajase-5421	229	18	to	to	ADP
ajase-5421	229	19	the	the	DET
ajase-5421	229	20	investment	investment	NOUN
ajase-5421	229	21	made	make	VERB
ajase-5421	229	22	.	.	PUNCT
ajase-5421	230	1	additionally	additionally	ADV
ajase-5421	230	2	,	,	PUNCT
ajase-5421	230	3	the	the	DET
ajase-5421	230	4	payback	payback	NOUN
ajase-5421	230	5	period	period	NOUN
ajase-5421	230	6	is	be	AUX
ajase-5421	230	7	notably	notably	ADV
ajase-5421	230	8	short	short	ADJ
ajase-5421	230	9	,	,	PUNCT
ajase-5421	230	10	at	at	ADP
ajase-5421	230	11	just	just	ADV
ajase-5421	230	12	3.2	3.2	NUM
ajase-5421	230	13	months	month	NOUN
ajase-5421	230	14	,	,	PUNCT
ajase-5421	230	15	suggesting	suggest	VERB
ajase-5421	230	16	that	that	SCONJ
ajase-5421	230	17	the	the	DET
ajase-5421	230	18	initial	initial	ADJ
ajase-5421	230	19	investment	investment	NOUN
ajase-5421	230	20	will	will	AUX
ajase-5421	230	21	be	be	AUX
ajase-5421	230	22	recovered	recover	VERB
ajase-5421	230	23	quickly	quickly	ADV
ajase-5421	230	24	,	,	PUNCT
ajase-5421	230	25	further	far	ADV
ajase-5421	230	26	underscoring	underscore	VERB
ajase-5421	230	27	the	the	DET
ajase-5421	230	28	project	project	NOUN
ajase-5421	230	29	’s	’s	PART
ajase-5421	230	30	financial	financial	ADJ
ajase-5421	230	31	viability	viability	NOUN
ajase-5421	230	32	.	.	PUNCT
ajase-5421	231	1	table	table	NOUN
ajase-5421	231	2	9	9	NUM
ajase-5421	231	3	:	:	SYM
ajase-5421	231	4	five	five	NUM
ajase-5421	231	5	-	-	PUNCT
ajase-5421	231	6	year	year	NOUN
ajase-5421	231	7	implementation	implementation	NOUN
ajase-5421	231	8	cost	cost	NOUN
ajase-5421	231	9	analysis	analysis	NOUN
ajase-5421	231	10	cost	cost	NOUN
ajase-5421	231	11	category	category	NOUN
ajase-5421	231	12	year	year	NOUN
ajase-5421	231	13	1	1	NUM
ajase-5421	231	14	(	(	PUNCT
ajase-5421	231	15	₦	₦	NOUN
ajase-5421	231	16	billion	billion	NUM
ajase-5421	231	17	)	)	PUNCT
ajase-5421	231	18	years	year	NOUN
ajase-5421	231	19	2	2	NUM
ajase-5421	231	20	-	-	SYM
ajase-5421	231	21	5	5	NUM
ajase-5421	231	22	(	(	PUNCT
ajase-5421	231	23	₦	₦	ADP
ajase-5421	231	24	billion	billion	NUM
ajase-5421	231	25	/	/	SYM
ajase-5421	231	26	year	year	NOUN
ajase-5421	231	27	)	)	PUNCT
ajase-5421	231	28	total	total	ADJ
ajase-5421	231	29	5	5	NUM
ajase-5421	231	30	-	-	PUNCT
ajase-5421	231	31	year	year	NOUN
ajase-5421	231	32	(	(	PUNCT
ajase-5421	231	33	₦	₦	ADP
ajase-5421	231	34	billion	billion	NUM
ajase-5421	231	35	)	)	PUNCT
ajase-5421	231	36	initial	initial	ADJ
ajase-5421	231	37	deployment	deployment	NOUN
ajase-5421	231	38	.	.	PUNCT
ajase-5421	232	1	8.4	8.4	NUM
ajase-5421	232	2	8.4	8.4	NUM
ajase-5421	232	3	annual	annual	ADJ
ajase-5421	232	4	operating	operating	NOUN
ajase-5421	232	5	costs	cost	NOUN
ajase-5421	232	6	.	.	PUNCT
ajase-5421	233	1	2.1	2.1	NUM
ajase-5421	233	2	2.1	2.1	NUM
ajase-5421	233	3	10.5	10.5	NUM
ajase-5421	233	4	training	training	NOUN
ajase-5421	233	5	and	and	CCONJ
ajase-5421	233	6	capacity	capacity	NOUN
ajase-5421	233	7	building	building	NOUN
ajase-5421	233	8	.	.	PUNCT
ajase-5421	234	1	1.3	1.3	NUM
ajase-5421	234	2	0.5	0.5	NUM
ajase-5421	234	3	3.3	3.3	NUM
ajase-5421	234	4	infrastructure	infrastructure	NOUN
ajase-5421	234	5	upgrades	upgrade	NOUN
ajase-5421	234	6	.	.	PUNCT
ajase-5421	235	1	3.2	3.2	NUM
ajase-5421	235	2	0.8	0.8	NUM
ajase-5421	235	3	6.4	6.4	NUM
ajase-5421	235	4	total	total	ADJ
ajase-5421	235	5	annual	annual	ADJ
ajase-5421	235	6	cost	cost	NOUN
ajase-5421	235	7	.	.	PUNCT
ajase-5421	236	1	15	15	NUM
ajase-5421	236	2	3.4	3.4	NUM
ajase-5421	236	3	28.6	28.6	NUM
ajase-5421	236	4	pa	pa	PROPN
ajase-5421	236	5	ge	ge	PROPN
ajase-5421	236	6	16	16	NUM
ajase-5421	236	7	2	2	NUM
ajase-5421	236	8	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	236	9	am	am	NOUN
ajase-5421	236	10	.	.	PUNCT
ajase-5421	237	1	j.	j.	PROPN
ajase-5421	237	2	appl	appl	PROPN
ajase-5421	237	3	.	.	PROPN
ajase-5421	238	1	stat	stat	PROPN
ajase-5421	238	2	.	.	PUNCT
ajase-5421	239	1	econ	econ	PROPN
ajase-5421	239	2	.	.	PUNCT
ajase-5421	240	1	4(1	4(1	X
ajase-5421	240	2	)	)	PUNCT
ajase-5421	240	3	154	154	NUM
ajase-5421	240	4	-	-	SYM
ajase-5421	240	5	165	165	NUM
ajase-5421	240	6	,	,	PUNCT
ajase-5421	240	7	2025	2025	NUM
ajase-5421	240	8	computational	computational	ADJ
ajase-5421	240	9	performance	performance	NOUN
ajase-5421	240	10	the	the	DET
ajase-5421	240	11	framework	framework	NOUN
ajase-5421	240	12	was	be	AUX
ajase-5421	240	13	optimized	optimize	VERB
ajase-5421	240	14	for	for	ADP
ajase-5421	240	15	nigeria	nigeria	PROPN
ajase-5421	240	16	’s	’s	PART
ajase-5421	240	17	infrastructure	infrastructure	NOUN
ajase-5421	240	18	limitations	limitation	NOUN
ajase-5421	240	19	,	,	PUNCT
ajase-5421	240	20	achieving	achieve	VERB
ajase-5421	240	21	practical	practical	ADJ
ajase-5421	240	22	deployment	deployment	NOUN
ajase-5421	240	23	feasibility	feasibility	NOUN
ajase-5421	240	24	as	as	SCONJ
ajase-5421	240	25	shown	show	VERB
ajase-5421	240	26	in	in	ADP
ajase-5421	240	27	table	table	NOUN
ajase-5421	240	28	10	10	NUM
ajase-5421	240	29	.	.	PUNCT
ajase-5421	241	1	table	table	NOUN
ajase-5421	241	2	10	10	NUM
ajase-5421	241	3	:	:	PUNCT
ajase-5421	241	4	computational	computational	ADJ
ajase-5421	241	5	performance	performance	NOUN
ajase-5421	241	6	in	in	ADP
ajase-5421	241	7	nigerian	nigerian	ADJ
ajase-5421	241	8	infrastructure	infrastructure	NOUN
ajase-5421	241	9	context	context	NOUN
ajase-5421	241	10	performance	performance	NOUN
ajase-5421	241	11	metric	metric	ADJ
ajase-5421	241	12	specification	specification	NOUN
ajase-5421	241	13	target	target	NOUN
ajase-5421	241	14	achieved	achieve	VERB
ajase-5421	241	15	status	status	NOUN
ajase-5421	241	16	processing	processing	NOUN
ajase-5421	241	17	speed	speed	NOUN
ajase-5421	241	18	.	.	PUNCT
ajase-5421	242	1	observations	observation	NOUN
ajase-5421	242	2	/	/	SYM
ajase-5421	242	3	second	second	ADJ
ajase-5421	242	4	>	>	NUM
ajase-5421	242	5	1,000	1,000	NUM
ajase-5421	242	6	2,941	2,941	NUM
ajase-5421	242	7	✓	✓	ADJ
ajase-5421	242	8	exceeded	exceed	VERB
ajase-5421	242	9	memory	memory	NOUN
ajase-5421	242	10	efficiency	efficiency	NOUN
ajase-5421	242	11	.	.	PUNCT
ajase-5421	243	1	peak	peak	NOUN
ajase-5421	243	2	ram	ram	NOUN
ajase-5421	243	3	usage	usage	NOUN
ajase-5421	243	4	<	<	NOUN
ajase-5421	243	5	2	2	NUM
ajase-5421	243	6	gb	gb	ADP
ajase-5421	243	7	1.8	1.8	NUM
ajase-5421	243	8	gb	gb	ADP
ajase-5421	243	9	✓	✓	ADJ
ajase-5421	243	10	met	meet	VERB
ajase-5421	243	11	power	power	NOUN
ajase-5421	243	12	consumption	consumption	NOUN
ajase-5421	243	13	.	.	PUNCT
ajase-5421	244	1	watts	watts	PROPN
ajase-5421	244	2	during	during	ADP
ajase-5421	244	3	operation	operation	NOUN
ajase-5421	244	4	<	<	X
ajase-5421	244	5	100w	100w	NOUN
ajase-5421	244	6	87w	87w	X
ajase-5421	244	7	✓	✓	ADV
ajase-5421	244	8	met	meet	VERB
ajase-5421	244	9	offline	offline	ADJ
ajase-5421	244	10	capability	capability	NOUN
ajase-5421	244	11	.	.	PUNCT
ajase-5421	245	1	hours	hour	NOUN
ajase-5421	245	2	without	without	ADP
ajase-5421	245	3	internet	internet	NOUN
ajase-5421	245	4	>	>	ADP
ajase-5421	245	5	48	48	NUM
ajase-5421	245	6	hours	hour	NOUN
ajase-5421	245	7	72	72	NUM
ajase-5421	245	8	hours	hour	NOUN
ajase-5421	245	9	✓	✓	ADJ
ajase-5421	245	10	exceeded	exceed	VERB
ajase-5421	245	11	mobile	mobile	ADJ
ajase-5421	245	12	responsiveness	responsiveness	NOUN
ajase-5421	245	13	.	.	PUNCT
ajase-5421	246	1	load	load	NOUN
ajase-5421	246	2	time	time	NOUN
ajase-5421	246	3	on	on	ADP
ajase-5421	246	4	3	3	NUM
ajase-5421	246	5	g	g	NOUN
ajase-5421	246	6	<	<	X
ajase-5421	246	7	5	5	NUM
ajase-5421	246	8	seconds	second	NOUN
ajase-5421	246	9	2.8	2.8	NUM
ajase-5421	246	10	seconds	second	NOUN
ajase-5421	246	11	✓	✓	ADJ
ajase-5421	246	12	met	meet	VERB
ajase-5421	246	13	hardware	hardware	NOUN
ajase-5421	246	14	compatibility	compatibility	NOUN
ajase-5421	246	15	.	.	PUNCT
ajase-5421	247	1	min	min	PROPN
ajase-5421	247	2	.	.	PROPN
ajase-5421	247	3	server	server	PROPN
ajase-5421	247	4	specs	spec	NOUN
ajase-5421	247	5	mid	mid	ADJ
ajase-5421	247	6	-	-	ADJ
ajase-5421	247	7	range	range	ADJ
ajase-5421	247	8	compatible	compatible	ADJ
ajase-5421	247	9	✓	✓	ADJ
ajase-5421	247	10	met	meet	VERB
ajase-5421	247	11	the	the	DET
ajase-5421	247	12	framework	framework	NOUN
ajase-5421	247	13	really	really	ADV
ajase-5421	247	14	shines	shine	VERB
ajase-5421	247	15	in	in	ADP
ajase-5421	247	16	meeting	meet	VERB
ajase-5421	247	17	all	all	DET
ajase-5421	247	18	its	its	PRON
ajase-5421	247	19	performance	performance	NOUN
ajase-5421	247	20	goals	goal	NOUN
ajase-5421	247	21	,	,	PUNCT
ajase-5421	247	22	especially	especially	ADV
ajase-5421	247	23	when	when	SCONJ
ajase-5421	247	24	it	it	PRON
ajase-5421	247	25	comes	come	VERB
ajase-5421	247	26	to	to	ADP
ajase-5421	247	27	offline	offline	ADJ
ajase-5421	247	28	capability	capability	NOUN
ajase-5421	247	29	(	(	PUNCT
ajase-5421	247	30	72	72	NUM
ajase-5421	247	31	hours	hour	NOUN
ajase-5421	247	32	)	)	PUNCT
ajase-5421	247	33	and	and	CCONJ
ajase-5421	247	34	processing	processing	NOUN
ajase-5421	247	35	speed	speed	NOUN
ajase-5421	247	36	(	(	PUNCT
ajase-5421	247	37	2,941	2,941	NUM
ajase-5421	247	38	observations	observation	NOUN
ajase-5421	247	39	per	per	ADP
ajase-5421	247	40	second	second	NOUN
ajase-5421	247	41	)	)	PUNCT
ajase-5421	247	42	.	.	PUNCT
ajase-5421	248	1	this	this	PRON
ajase-5421	248	2	makes	make	VERB
ajase-5421	248	3	it	it	PRON
ajase-5421	248	4	a	a	DET
ajase-5421	248	5	great	great	ADJ
ajase-5421	248	6	fit	fit	NOUN
ajase-5421	248	7	for	for	ADP
ajase-5421	248	8	nigeria	nigeria	PROPN
ajase-5421	248	9	’s	’s	PART
ajase-5421	248	10	infrastructure	infrastructure	NOUN
ajase-5421	248	11	challenges	challenge	NOUN
ajase-5421	248	12	.	.	PUNCT
ajase-5421	249	1	discussion	discussion	NOUN
ajase-5421	249	2	framework	framework	NOUN
ajase-5421	249	3	effectiveness	effectiveness	NOUN
ajase-5421	249	4	in	in	ADP
ajase-5421	249	5	nigerian	nigerian	ADJ
ajase-5421	249	6	context	context	NOUN
ajase-5421	249	7	the	the	DET
ajase-5421	249	8	findings	finding	NOUN
ajase-5421	249	9	show	show	VERB
ajase-5421	249	10	that	that	SCONJ
ajase-5421	249	11	the	the	DET
ajase-5421	249	12	proposed	propose	VERB
ajase-5421	249	13	framework	framework	NOUN
ajase-5421	249	14	effectively	effectively	ADV
ajase-5421	249	15	tackles	tackle	VERB
ajase-5421	249	16	the	the	DET
ajase-5421	249	17	unique	unique	ADJ
ajase-5421	249	18	challenges	challenge	NOUN
ajase-5421	249	19	faced	face	VERB
ajase-5421	249	20	by	by	ADP
ajase-5421	249	21	nigeria	nigeria	PROPN
ajase-5421	249	22	’s	’s	PART
ajase-5421	249	23	power	power	NOUN
ajase-5421	249	24	system	system	NOUN
ajase-5421	249	25	.	.	PUNCT
ajase-5421	250	1	with	with	ADP
ajase-5421	250	2	an	an	DET
ajase-5421	250	3	impressive	impressive	ADJ
ajase-5421	250	4	89.4	89.4	NUM
ajase-5421	250	5	%	%	NOUN
ajase-5421	250	6	precision	precision	NOUN
ajase-5421	250	7	and	and	CCONJ
ajase-5421	250	8	84.2	84.2	NUM
ajase-5421	250	9	%	%	NOUN
ajase-5421	250	10	recall	recall	NOUN
ajase-5421	250	11	,	,	PUNCT
ajase-5421	250	12	the	the	DET
ajase-5421	250	13	ensemble	ensemble	ADJ
ajase-5421	250	14	approach	approach	NOUN
ajase-5421	250	15	marks	mark	VERB
ajase-5421	250	16	a	a	DET
ajase-5421	250	17	significant	significant	ADJ
ajase-5421	250	18	leap	leap	NOUN
ajase-5421	250	19	forward	forward	ADV
ajase-5421	250	20	compared	compare	VERB
ajase-5421	250	21	to	to	ADP
ajase-5421	250	22	the	the	DET
ajase-5421	250	23	manual	manual	ADJ
ajase-5421	250	24	monitoring	monitoring	NOUN
ajase-5421	250	25	methods	method	NOUN
ajase-5421	250	26	currently	currently	ADV
ajase-5421	250	27	employed	employ	VERB
ajase-5421	250	28	by	by	ADP
ajase-5421	250	29	tcn	tcn	NOUN
ajase-5421	250	30	and	and	CCONJ
ajase-5421	250	31	distribution	distribution	NOUN
ajase-5421	250	32	companies	company	NOUN
ajase-5421	250	33	.	.	PUNCT
ajase-5421	251	1	its	its	PRON
ajase-5421	251	2	ability	ability	NOUN
ajase-5421	251	3	to	to	PART
ajase-5421	251	4	predict	predict	VERB
ajase-5421	251	5	grid	grid	NOUN
ajase-5421	251	6	failures	failure	NOUN
ajase-5421	251	7	with	with	ADP
ajase-5421	251	8	82.3	82.3	NUM
ajase-5421	251	9	%	%	NOUN
ajase-5421	251	10	accuracy	accuracy	NOUN
ajase-5421	251	11	could	could	AUX
ajase-5421	251	12	truly	truly	ADV
ajase-5421	251	13	transform	transform	VERB
ajase-5421	251	14	the	the	DET
ajase-5421	251	15	reliability	reliability	NOUN
ajase-5421	251	16	of	of	ADP
ajase-5421	251	17	nigeria	nigeria	PROPN
ajase-5421	251	18	’s	’s	PART
ajase-5421	251	19	power	power	NOUN
ajase-5421	251	20	sector	sector	NOUN
ajase-5421	251	21	.	.	PUNCT
ajase-5421	252	1	incorporating	incorporate	VERB
ajase-5421	252	2	nigeria	nigeria	PROPN
ajase-5421	252	3	-	-	PUNCT
ajase-5421	252	4	specific	specific	ADJ
ajase-5421	252	5	elements	element	NOUN
ajase-5421	252	6	like	like	ADP
ajase-5421	252	7	generator	generator	NOUN
ajase-5421	252	8	switching	switch	VERB
ajase-5421	252	9	patterns	pattern	NOUN
ajase-5421	252	10	,	,	PUNCT
ajase-5421	252	11	weather	weather	NOUN
ajase-5421	252	12	impacts	impact	NOUN
ajase-5421	252	13	,	,	PUNCT
ajase-5421	252	14	and	and	CCONJ
ajase-5421	252	15	cultural	cultural	ADJ
ajase-5421	252	16	consumption	consumption	NOUN
ajase-5421	252	17	habits	habit	NOUN
ajase-5421	252	18	was	be	AUX
ajase-5421	252	19	essential	essential	ADJ
ajase-5421	252	20	for	for	ADP
ajase-5421	252	21	achieving	achieve	VERB
ajase-5421	252	22	such	such	ADJ
ajase-5421	252	23	high	high	ADJ
ajase-5421	252	24	accuracy	accuracy	NOUN
ajase-5421	252	25	.	.	PUNCT
ajase-5421	253	1	when	when	SCONJ
ajase-5421	253	2	traditional	traditional	ADJ
ajase-5421	253	3	international	international	ADJ
ajase-5421	253	4	algorithms	algorithm	NOUN
ajase-5421	253	5	were	be	AUX
ajase-5421	253	6	applied	apply	VERB
ajase-5421	253	7	directly	directly	ADV
ajase-5421	253	8	to	to	ADP
ajase-5421	253	9	nigerian	nigerian	ADJ
ajase-5421	253	10	data	datum	NOUN
ajase-5421	253	11	,	,	PUNCT
ajase-5421	253	12	they	they	PRON
ajase-5421	253	13	performed	perform	VERB
ajase-5421	253	14	poorly	poorly	ADV
ajase-5421	253	15	,	,	PUNCT
ajase-5421	253	16	with	with	ADP
ajase-5421	253	17	accuracy	accuracy	NOUN
ajase-5421	253	18	dropping	dropping	NOUN
ajase-5421	253	19	by	by	ADP
ajase-5421	253	20	25	25	NUM
ajase-5421	253	21	-	-	SYM
ajase-5421	253	22	40	40	NUM
ajase-5421	253	23	%	%	NOUN
ajase-5421	253	24	.	.	PUNCT
ajase-5421	254	1	this	this	PRON
ajase-5421	254	2	clearly	clearly	ADV
ajase-5421	254	3	underscores	underscore	VERB
ajase-5421	254	4	the	the	DET
ajase-5421	254	5	need	need	NOUN
ajase-5421	254	6	for	for	ADP
ajase-5421	254	7	adaptations	adaptation	NOUN
ajase-5421	254	8	that	that	PRON
ajase-5421	254	9	are	be	AUX
ajase-5421	254	10	tailored	tailor	VERB
ajase-5421	254	11	to	to	ADP
ajase-5421	254	12	the	the	DET
ajase-5421	254	13	local	local	ADJ
ajase-5421	254	14	context	context	NOUN
ajase-5421	254	15	.	.	PUNCT
ajase-5421	255	1	comparative	comparative	ADJ
ajase-5421	255	2	analysis	analysis	NOUN
ajase-5421	255	3	with	with	ADP
ajase-5421	255	4	international	international	ADJ
ajase-5421	255	5	standards	standard	NOUN
ajase-5421	255	6	table	table	NOUN
ajase-5421	255	7	11	11	NUM
ajase-5421	255	8	provides	provide	VERB
ajase-5421	255	9	a	a	DET
ajase-5421	255	10	comparison	comparison	NOUN
ajase-5421	255	11	of	of	ADP
ajase-5421	255	12	our	our	PRON
ajase-5421	255	13	framework	framework	NOUN
ajase-5421	255	14	’s	’s	PART
ajase-5421	255	15	performance	performance	NOUN
ajase-5421	255	16	against	against	ADP
ajase-5421	255	17	international	international	ADJ
ajase-5421	255	18	grid	grid	NOUN
ajase-5421	255	19	monitoring	monitoring	NOUN
ajase-5421	255	20	systems	system	NOUN
ajase-5421	255	21	.	.	PUNCT
ajase-5421	256	1	table	table	NOUN
ajase-5421	256	2	11	11	NUM
ajase-5421	256	3	:	:	PUNCT
ajase-5421	256	4	framework	framework	NOUN
ajase-5421	256	5	performance	performance	NOUN
ajase-5421	256	6	vs.	vs.	ADP
ajase-5421	256	7	international	international	ADJ
ajase-5421	256	8	grid	grid	NOUN
ajase-5421	256	9	monitoring	monitoring	NOUN
ajase-5421	256	10	standards	standard	NOUN
ajase-5421	256	11	performance	performance	NOUN
ajase-5421	256	12	metric	metric	ADJ
ajase-5421	256	13	our	our	PRON
ajase-5421	256	14	framework	framework	NOUN
ajase-5421	256	15	(	(	PUNCT
ajase-5421	256	16	nigeria	nigeria	PRON
ajase-5421	256	17	)	)	PUNCT
ajase-5421	256	18	us	us	PROPN
ajase-5421	256	19	grid	grid	NOUN
ajase-5421	256	20	monitoring	monitor	VERB
ajase-5421	256	21	european	european	ADJ
ajase-5421	256	22	standards	standard	NOUN
ajase-5421	256	23	developing	develop	VERB
ajase-5421	256	24	country	country	NOUN
ajase-5421	256	25	average	average	ADJ
ajase-5421	256	26	anomaly	anomaly	NOUN
ajase-5421	256	27	detection	detection	NOUN
ajase-5421	256	28	precision	precision	NOUN
ajase-5421	256	29	.	.	PUNCT
ajase-5421	257	1	89.40	89.40	NUM
ajase-5421	257	2	%	%	NOUN
ajase-5421	257	3	94.20	94.20	NUM
ajase-5421	257	4	%	%	NOUN
ajase-5421	257	5	92.80	92.80	NUM
ajase-5421	257	6	%	%	NOUN
ajase-5421	257	7	76.30	76.30	NUM
ajase-5421	257	8	%	%	NOUN
ajase-5421	257	9	grid	grid	NOUN
ajase-5421	257	10	collapse	collapse	NOUN
ajase-5421	257	11	prediction	prediction	NOUN
ajase-5421	257	12	.	.	PUNCT
ajase-5421	258	1	82.30	82.30	NUM
ajase-5421	258	2	%	%	NOUN
ajase-5421	258	3	91.50	91.50	NUM
ajase-5421	258	4	%	%	NOUN
ajase-5421	258	5	89.70	89.70	NUM
ajase-5421	258	6	%	%	NOUN
ajase-5421	258	7	65.20	65.20	NUM
ajase-5421	258	8	%	%	NOUN
ajase-5421	258	9	false	false	ADJ
ajase-5421	258	10	alarm	alarm	NOUN
ajase-5421	258	11	rate	rate	NOUN
ajase-5421	258	12	.	.	PUNCT
ajase-5421	259	1	8.90	8.90	NUM
ajase-5421	259	2	%	%	NOUN
ajase-5421	259	3	5.80	5.80	NUM
ajase-5421	259	4	%	%	NOUN
ajase-5421	259	5	6.40	6.40	NUM
ajase-5421	259	6	%	%	NOUN
ajase-5421	259	7	18.70	18.70	NUM
ajase-5421	259	8	%	%	NOUN
ajase-5421	259	9	economic	economic	ADJ
ajase-5421	259	10	roi	roi	NOUN
ajase-5421	259	11	.	.	PUNCT
ajase-5421	260	1	7348	7348	NUM
ajase-5421	260	2	%	%	NOUN
ajase-5421	260	3	456	456	NUM
ajase-5421	260	4	%	%	NOUN
ajase-5421	260	5	523	523	NUM
ajase-5421	260	6	%	%	NOUN
ajase-5421	260	7	892	892	NUM
ajase-5421	260	8	%	%	NOUN
ajase-5421	260	9	cultural	cultural	ADJ
ajase-5421	260	10	adaptation	adaptation	NOUN
ajase-5421	260	11	score	score	NOUN
ajase-5421	260	12	.	.	PUNCT
ajase-5421	261	1	95.20	95.20	NUM
ajase-5421	261	2	%	%	NOUN
ajase-5421	261	3	n	n	CCONJ
ajase-5421	261	4	/	/	SYM
ajase-5421	261	5	a	a	DET
ajase-5421	261	6	n	n	NOUN
ajase-5421	261	7	/	/	SYM
ajase-5421	261	8	a	a	DET
ajase-5421	261	9	67.40	67.40	NUM
ajase-5421	261	10	%	%	NOUN
ajase-5421	261	11	not	not	PART
ajase-5421	261	12	only	only	ADV
ajase-5421	261	13	does	do	AUX
ajase-5421	261	14	it	it	PRON
ajase-5421	261	15	illustrate	illustrate	VERB
ajase-5421	261	16	competitive	competitive	ADJ
ajase-5421	261	17	performance	performance	NOUN
ajase-5421	261	18	but	but	CCONJ
ajase-5421	261	19	also	also	ADV
ajase-5421	261	20	solves	solve	VERB
ajase-5421	261	21	the	the	DET
ajase-5421	261	22	distinct	distinct	ADJ
ajase-5421	261	23	problems	problem	NOUN
ajase-5421	261	24	which	which	PRON
ajase-5421	261	25	nigerian	nigerian	ADJ
ajase-5421	261	26	systems	system	NOUN
ajase-5421	261	27	pose	pose	VERB
ajase-5421	261	28	and	and	CCONJ
ajase-5421	261	29	too	too	ADV
ajase-5421	261	30	often	often	ADV
ajase-5421	261	31	can	can	AUX
ajase-5421	261	32	not	not	PART
ajase-5421	261	33	with	with	ADP
ajase-5421	261	34	global	global	ADJ
ajase-5421	261	35	solutions	solution	NOUN
ajase-5421	261	36	.	.	PUNCT
ajase-5421	262	1	the	the	DET
ajase-5421	262	2	astronomical	astronomical	ADJ
ajase-5421	262	3	economic	economic	ADJ
ajase-5421	262	4	return	return	NOUN
ajase-5421	262	5	on	on	ADP
ajase-5421	262	6	investment	investment	NOUN
ajase-5421	262	7	illustrates	illustrate	VERB
ajase-5421	262	8	exactly	exactly	ADV
ajase-5421	262	9	how	how	SCONJ
ajase-5421	262	10	much	much	ADJ
ajase-5421	262	11	grid	grid	NOUN
ajase-5421	262	12	instability	instability	NOUN
ajase-5421	262	13	affects	affect	VERB
ajase-5421	262	14	developing	develop	VERB
ajase-5421	262	15	countries	country	NOUN
ajase-5421	262	16	versus	versus	ADP
ajase-5421	262	17	the	the	DET
ajase-5421	262	18	relatively	relatively	ADV
ajase-5421	262	19	stable	stable	ADJ
ajase-5421	262	20	grids	grid	NOUN
ajase-5421	262	21	of	of	ADP
ajase-5421	262	22	developed	develop	VERB
ajase-5421	262	23	economies	economy	NOUN
ajase-5421	262	24	.	.	PUNCT
ajase-5421	263	1	practical	practical	ADJ
ajase-5421	263	2	implications	implication	NOUN
ajase-5421	263	3	for	for	ADP
ajase-5421	263	4	nigerian	nigerian	ADJ
ajase-5421	263	5	power	power	NOUN
ajase-5421	263	6	sector	sector	NOUN
ajase-5421	263	7	stakeholders	stakeholder	NOUN
ajase-5421	263	8	for	for	ADP
ajase-5421	263	9	tcn	tcn	PROPN
ajase-5421	263	10	,	,	PUNCT
ajase-5421	263	11	the	the	DET
ajase-5421	263	12	use	use	NOUN
ajase-5421	263	13	of	of	ADP
ajase-5421	263	14	early	early	ADJ
ajase-5421	263	15	warning	warning	NOUN
ajase-5421	263	16	systems	system	NOUN
ajase-5421	263	17	would	would	AUX
ajase-5421	263	18	bring	bring	VERB
ajase-5421	263	19	some	some	DET
ajase-5421	263	20	unbelievable	unbelievable	ADJ
ajase-5421	263	21	benefits	benefit	NOUN
ajase-5421	263	22	,	,	PUNCT
ajase-5421	263	23	like	like	ADP
ajase-5421	263	24	being	be	AUX
ajase-5421	263	25	able	able	ADJ
ajase-5421	263	26	to	to	PART
ajase-5421	263	27	prevent	prevent	VERB
ajase-5421	263	28	up	up	ADP
ajase-5421	263	29	to	to	PART
ajase-5421	263	30	68	68	NUM
ajase-5421	263	31	%	%	NOUN
ajase-5421	263	32	of	of	ADP
ajase-5421	263	33	grid	grid	NOUN
ajase-5421	263	34	collapses	collapse	NOUN
ajase-5421	263	35	that	that	PRON
ajase-5421	263	36	could	could	AUX
ajase-5421	263	37	have	have	AUX
ajase-5421	263	38	been	be	AUX
ajase-5421	263	39	avoided	avoid	VERB
ajase-5421	263	40	in	in	ADP
ajase-5421	263	41	the	the	DET
ajase-5421	263	42	first	first	ADJ
ajase-5421	263	43	place	place	NOUN
ajase-5421	263	44	.	.	PUNCT
ajase-5421	264	1	also	also	ADV
ajase-5421	264	2	,	,	PUNCT
ajase-5421	264	3	by	by	ADP
ajase-5421	264	4	streamlining	streamline	VERB
ajase-5421	264	5	maintenance	maintenance	NOUN
ajase-5421	264	6	schedules	schedule	NOUN
ajase-5421	264	7	,	,	PUNCT
ajase-5421	264	8	tcn	tcn	NOUN
ajase-5421	264	9	could	could	AUX
ajase-5421	264	10	lower	lower	VERB
ajase-5421	264	11	planned	plan	VERB
ajase-5421	264	12	outages	outage	NOUN
ajase-5421	264	13	by	by	ADP
ajase-5421	264	14	31	31	NUM
ajase-5421	264	15	%	%	NOUN
ajase-5421	264	16	.	.	PUNCT
ajase-5421	265	1	increased	increase	VERB
ajase-5421	265	2	coordination	coordination	NOUN
ajase-5421	265	3	between	between	ADP
ajase-5421	265	4	generation	generation	NOUN
ajase-5421	265	5	and	and	CCONJ
ajase-5421	265	6	distribution	distribution	NOUN
ajase-5421	265	7	centers	center	NOUN
ajase-5421	265	8	would	would	AUX
ajase-5421	265	9	enhance	enhance	VERB
ajase-5421	265	10	efficiency	efficiency	NOUN
ajase-5421	265	11	as	as	ADV
ajase-5421	265	12	well	well	ADV
ajase-5421	265	13	.	.	PUNCT
ajase-5421	266	1	besides	besides	SCONJ
ajase-5421	266	2	that	that	PRON
ajase-5421	266	3	,	,	PUNCT
ajase-5421	266	4	automating	automate	VERB
ajase-5421	266	5	compliance	compliance	NOUN
ajase-5421	266	6	reporting	report	VERB
ajase-5421	266	7	to	to	ADP
ajase-5421	266	8	the	the	DET
ajase-5421	266	9	nigerian	nigerian	ADJ
ajase-5421	266	10	electricity	electricity	NOUN
ajase-5421	266	11	regulatory	regulatory	ADJ
ajase-5421	266	12	commission	commission	NOUN
ajase-5421	266	13	(	(	PUNCT
ajase-5421	266	14	nerc	nerc	NOUN
ajase-5421	266	15	)	)	PUNCT
ajase-5421	266	16	would	would	AUX
ajase-5421	266	17	really	really	ADV
ajase-5421	266	18	streamline	streamline	VERB
ajase-5421	266	19	regulatory	regulatory	ADJ
ajase-5421	266	20	procedures	procedure	NOUN
ajase-5421	266	21	.	.	PUNCT
ajase-5421	267	1	but	but	CCONJ
ajase-5421	267	2	for	for	SCONJ
ajase-5421	267	3	all	all	DET
ajase-5421	267	4	this	this	PRON
ajase-5421	267	5	to	to	PART
ajase-5421	267	6	become	become	VERB
ajase-5421	267	7	a	a	DET
ajase-5421	267	8	reality	reality	NOUN
ajase-5421	267	9	,	,	PUNCT
ajase-5421	267	10	tcn	tcn	NOUN
ajase-5421	267	11	would	would	AUX
ajase-5421	267	12	need	need	VERB
ajase-5421	267	13	a	a	DET
ajase-5421	267	14	six	six	NUM
ajase-5421	267	15	-	-	PUNCT
ajase-5421	267	16	month	month	NOUN
ajase-5421	267	17	timeframe	timeframe	NOUN
ajase-5421	267	18	for	for	ADP
ajase-5421	267	19	transitioning	transition	VERB
ajase-5421	267	20	with	with	ADP
ajase-5421	267	21	available	available	ADJ
ajase-5421	267	22	scada	scada	PROPN
ajase-5421	267	23	systems	systems	PROPN
ajase-5421	267	24	,	,	PUNCT
ajase-5421	267	25	a	a	DET
ajase-5421	267	26	full	full	ADJ
ajase-5421	267	27	training	training	NOUN
ajase-5421	267	28	program	program	NOUN
ajase-5421	267	29	for	for	ADP
ajase-5421	267	30	over	over	ADP
ajase-5421	267	31	150	150	NUM
ajase-5421	267	32	operators	operator	NOUN
ajase-5421	267	33	,	,	PUNCT
ajase-5421	267	34	and	and	CCONJ
ajase-5421	267	35	real	real	ADJ
ajase-5421	267	36	-	-	PUNCT
ajase-5421	267	37	time	time	NOUN
ajase-5421	267	38	decision	decision	NOUN
ajase-5421	267	39	-	-	PUNCT
ajase-5421	267	40	support	support	NOUN
ajase-5421	267	41	systems	system	NOUN
ajase-5421	267	42	for	for	ADP
ajase-5421	267	43	those	those	DET
ajase-5421	267	44	crucial	crucial	ADJ
ajase-5421	267	45	moments	moment	NOUN
ajase-5421	267	46	of	of	ADP
ajase-5421	267	47	grid	grid	NOUN
ajase-5421	267	48	emergencies	emergency	NOUN
ajase-5421	267	49	.	.	PUNCT
ajase-5421	268	1	for	for	ADP
ajase-5421	268	2	the	the	DET
ajase-5421	268	3	distribution	distribution	NOUN
ajase-5421	268	4	companies	company	NOUN
ajase-5421	268	5	(	(	PUNCT
ajase-5421	268	6	discos	disco	NOUN
ajase-5421	268	7	)	)	PUNCT
ajase-5421	268	8	,	,	PUNCT
ajase-5421	268	9	the	the	DET
ajase-5421	268	10	payoff	payoff	NOUN
ajase-5421	268	11	includes	include	VERB
ajase-5421	268	12	fewer	few	ADJ
ajase-5421	268	13	complaints	complaint	NOUN
ajase-5421	268	14	from	from	ADP
ajase-5421	268	15	customers	customer	NOUN
ajase-5421	268	16	as	as	ADP
ajase-5421	268	17	a	a	DET
ajase-5421	268	18	result	result	NOUN
ajase-5421	268	19	of	of	ADP
ajase-5421	268	20	outages	outage	NOUN
ajase-5421	268	21	being	be	AUX
ajase-5421	268	22	actively	actively	ADV
ajase-5421	268	23	managed	manage	VERB
ajase-5421	268	24	and	and	CCONJ
ajase-5421	268	25	smarter	smart	ADJ
ajase-5421	268	26	load	load	NOUN
ajase-5421	268	27	balancing	balance	VERB
ajase-5421	268	28	through	through	ADP
ajase-5421	268	29	their	their	PRON
ajase-5421	268	30	systems	system	NOUN
ajase-5421	268	31	.	.	PUNCT
ajase-5421	269	1	apart	apart	ADV
ajase-5421	269	2	from	from	ADP
ajase-5421	269	3	ensuring	ensure	VERB
ajase-5421	269	4	increased	increase	VERB
ajase-5421	269	5	revenue	revenue	NOUN
ajase-5421	269	6	collection	collection	NOUN
ajase-5421	269	7	at	at	ADP
ajase-5421	269	8	an	an	DET
ajase-5421	269	9	estimated	estimate	VERB
ajase-5421	269	10	15	15	NUM
ajase-5421	269	11	%	%	NOUN
ajase-5421	269	12	rate	rate	NOUN
ajase-5421	269	13	on	on	ADP
ajase-5421	269	14	the	the	DET
ajase-5421	269	15	basis	basis	NOUN
ajase-5421	269	16	of	of	ADP
ajase-5421	269	17	improved	improved	ADJ
ajase-5421	269	18	reliability	reliability	NOUN
ajase-5421	269	19	of	of	ADP
ajase-5421	269	20	supply	supply	NOUN
ajase-5421	269	21	,	,	PUNCT
ajase-5421	269	22	it	it	PRON
ajase-5421	269	23	also	also	ADV
ajase-5421	269	24	increases	increase	VERB
ajase-5421	269	25	customer	customer	NOUN
ajase-5421	269	26	satisfaction	satisfaction	NOUN
ajase-5421	269	27	through	through	ADP
ajase-5421	269	28	better	well	ADJ
ajase-5421	269	29	communication	communication	NOUN
ajase-5421	269	30	.	.	PUNCT
ajase-5421	270	1	to	to	PART
ajase-5421	270	2	achieve	achieve	VERB
ajase-5421	270	3	these	these	DET
ajase-5421	270	4	benefits	benefit	NOUN
ajase-5421	270	5	,	,	PUNCT
ajase-5421	270	6	discos	disco	NOUN
ajase-5421	270	7	will	will	AUX
ajase-5421	270	8	need	need	VERB
ajase-5421	270	9	to	to	PART
ajase-5421	270	10	personalize	personalize	VERB
ajase-5421	270	11	individual	individual	ADJ
ajase-5421	270	12	dashboards	dashboard	NOUN
ajase-5421	270	13	,	,	PUNCT
ajase-5421	270	14	integrate	integrate	VERB
ajase-5421	270	15	with	with	ADP
ajase-5421	270	16	existing	exist	VERB
ajase-5421	270	17	billing	billing	NOUN
ajase-5421	270	18	and	and	CCONJ
ajase-5421	270	19	customer	customer	NOUN
ajase-5421	270	20	management	management	NOUN
ajase-5421	270	21	systems	system	NOUN
ajase-5421	270	22	,	,	PUNCT
ajase-5421	270	23	and	and	CCONJ
ajase-5421	270	24	set	set	VERB
ajase-5421	270	25	up	up	ADP
ajase-5421	270	26	mobile	mobile	ADJ
ajase-5421	270	27	alert	alert	NOUN
ajase-5421	270	28	systems	system	NOUN
ajase-5421	270	29	for	for	ADP
ajase-5421	270	30	their	their	PRON
ajase-5421	270	31	field	field	NOUN
ajase-5421	270	32	agents	agent	NOUN
ajase-5421	270	33	.	.	PUNCT
ajase-5421	271	1	for	for	ADP
ajase-5421	271	2	end	end	NOUN
ajase-5421	271	3	users	user	NOUN
ajase-5421	271	4	and	and	CCONJ
ajase-5421	271	5	the	the	DET
ajase-5421	271	6	wider	wide	ADJ
ajase-5421	271	7	nigerian	nigerian	ADJ
ajase-5421	271	8	economy	economy	NOUN
ajase-5421	271	9	,	,	PUNCT
ajase-5421	271	10	the	the	DET
ajase-5421	271	11	payback	payback	NOUN
ajase-5421	271	12	is	be	AUX
ajase-5421	271	13	huge	huge	ADJ
ajase-5421	271	14	.	.	PUNCT
ajase-5421	272	1	a	a	DET
ajase-5421	272	2	reliable	reliable	ADJ
ajase-5421	272	3	source	source	NOUN
ajase-5421	272	4	of	of	ADP
ajase-5421	272	5	power	power	NOUN
ajase-5421	272	6	guarantees	guarantee	NOUN
ajase-5421	272	7	that	that	SCONJ
ajase-5421	272	8	businesses	business	NOUN
ajase-5421	272	9	can	can	AUX
ajase-5421	272	10	budget	budget	VERB
ajase-5421	272	11	more	more	ADV
ajase-5421	272	12	efficiently	efficiently	ADV
ajase-5421	272	13	and	and	CCONJ
ajase-5421	272	14	utilize	utilize	VERB
ajase-5421	272	15	pa	pa	PROPN
ajase-5421	272	16	ge	ge	PROPN
ajase-5421	273	1	16	16	NUM
ajase-5421	273	2	3	3	NUM
ajase-5421	273	3	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	273	4	am	am	NOUN
ajase-5421	273	5	.	.	PUNCT
ajase-5421	274	1	j.	j.	PROPN
ajase-5421	274	2	appl	appl	PROPN
ajase-5421	274	3	.	.	PROPN
ajase-5421	275	1	stat	stat	PROPN
ajase-5421	275	2	.	.	PUNCT
ajase-5421	276	1	econ	econ	PROPN
ajase-5421	276	2	.	.	PUNCT
ajase-5421	277	1	4(1	4(1	X
ajase-5421	277	2	)	)	PUNCT
ajase-5421	277	3	154	154	NUM
ajase-5421	277	4	-	-	SYM
ajase-5421	277	5	165	165	NUM
ajase-5421	277	6	,	,	PUNCT
ajase-5421	277	7	2025	2025	NUM
ajase-5421	277	8	fewer	few	ADJ
ajase-5421	277	9	expensive	expensive	ADJ
ajase-5421	277	10	generators	generator	NOUN
ajase-5421	277	11	,	,	PUNCT
ajase-5421	277	12	and	and	CCONJ
ajase-5421	277	13	small	small	ADJ
ajase-5421	277	14	and	and	CCONJ
ajase-5421	277	15	medium	medium	ADJ
ajase-5421	277	16	-	-	PUNCT
ajase-5421	277	17	sized	sized	ADJ
ajase-5421	277	18	businesses	business	NOUN
ajase-5421	277	19	(	(	PUNCT
ajase-5421	277	20	smes	sme	NOUN
ajase-5421	277	21	)	)	PUNCT
ajase-5421	277	22	can	can	AUX
ajase-5421	277	23	save	save	VERB
ajase-5421	277	24	as	as	ADV
ajase-5421	277	25	much	much	ADJ
ajase-5421	277	26	as	as	ADP
ajase-5421	277	27	₦	₦	ADP
ajase-5421	277	28	180,000	180,000	NUM
ajase-5421	277	29	a	a	DET
ajase-5421	277	30	year	year	NOUN
ajase-5421	277	31	.	.	PUNCT
ajase-5421	278	1	access	access	NOUN
ajase-5421	278	2	to	to	ADP
ajase-5421	278	3	reliable	reliable	ADJ
ajase-5421	278	4	electricity	electricity	NOUN
ajase-5421	278	5	can	can	AUX
ajase-5421	278	6	transform	transform	VERB
ajase-5421	278	7	lives	life	NOUN
ajase-5421	278	8	more	more	ADV
ajase-5421	278	9	than	than	ADP
ajase-5421	278	10	just	just	ADV
ajase-5421	278	11	enhancing	enhance	VERB
ajase-5421	278	12	the	the	DET
ajase-5421	278	13	quality	quality	NOUN
ajase-5421	278	14	of	of	ADP
ajase-5421	278	15	life	life	NOUN
ajase-5421	278	16	,	,	PUNCT
ajase-5421	278	17	it	it	PRON
ajase-5421	278	18	enhances	enhance	VERB
ajase-5421	278	19	productivity	productivity	NOUN
ajase-5421	278	20	in	in	ADP
ajase-5421	278	21	home	home	NOUN
ajase-5421	278	22	-	-	PUNCT
ajase-5421	278	23	based	base	VERB
ajase-5421	278	24	businesses	business	NOUN
ajase-5421	278	25	and	and	CCONJ
ajase-5421	278	26	ensures	ensure	VERB
ajase-5421	278	27	hospitals	hospital	NOUN
ajase-5421	278	28	have	have	VERB
ajase-5421	278	29	the	the	DET
ajase-5421	278	30	reliable	reliable	ADJ
ajase-5421	278	31	power	power	NOUN
ajase-5421	278	32	to	to	PART
ajase-5421	278	33	deliver	deliver	VERB
ajase-5421	278	34	effective	effective	ADJ
ajase-5421	278	35	healthcare	healthcare	NOUN
ajase-5421	278	36	delivery	delivery	NOUN
ajase-5421	278	37	.	.	PUNCT
ajase-5421	279	1	additionally	additionally	ADV
ajase-5421	279	2	,	,	PUNCT
ajase-5421	279	3	with	with	ADP
ajase-5421	279	4	schools	school	NOUN
ajase-5421	279	5	having	have	VERB
ajase-5421	279	6	constant	constant	ADJ
ajase-5421	279	7	electricity	electricity	NOUN
ajase-5421	279	8	,	,	PUNCT
ajase-5421	279	9	learning	learn	VERB
ajase-5421	279	10	accomplishment	accomplishment	NOUN
ajase-5421	279	11	is	be	AUX
ajase-5421	279	12	enhanced	enhance	VERB
ajase-5421	279	13	and	and	CCONJ
ajase-5421	279	14	constant	constant	ADJ
ajase-5421	279	15	internet	internet	NOUN
ajase-5421	279	16	connectivity	connectivity	NOUN
ajase-5421	279	17	bridges	bridge	VERB
ajase-5421	279	18	the	the	DET
ajase-5421	279	19	digital	digital	ADJ
ajase-5421	279	20	divide	divide	NOUN
ajase-5421	279	21	.	.	PUNCT
ajase-5421	280	1	such	such	ADJ
ajase-5421	280	2	gains	gain	NOUN
ajase-5421	280	3	have	have	VERB
ajase-5421	280	4	high	high	ADJ
ajase-5421	280	5	social	social	ADJ
ajase-5421	280	6	implications	implication	NOUN
ajase-5421	280	7	,	,	PUNCT
ajase-5421	280	8	creating	create	VERB
ajase-5421	280	9	economic	economic	ADJ
ajase-5421	280	10	development	development	NOUN
ajase-5421	280	11	and	and	CCONJ
ajase-5421	280	12	higher	high	ADJ
ajase-5421	280	13	living	living	NOUN
ajase-5421	280	14	standards	standard	NOUN
ajase-5421	280	15	throughout	throughout	ADP
ajase-5421	280	16	nigeria	nigeria	PROPN
ajase-5421	280	17	.	.	PUNCT
ajase-5421	281	1	challenges	challenge	NOUN
ajase-5421	281	2	and	and	CCONJ
ajase-5421	281	3	solutions	solution	NOUN
ajase-5421	281	4	for	for	ADP
ajase-5421	281	5	nigerian	nigerian	ADJ
ajase-5421	281	6	deployment	deployment	NOUN
ajase-5421	281	7	the	the	DET
ajase-5421	281	8	research	research	NOUN
ajase-5421	281	9	emphasizes	emphasize	VERB
ajase-5421	281	10	infrastructure	infrastructure	NOUN
ajase-5421	281	11	issues	issue	NOUN
ajase-5421	281	12	and	and	CCONJ
ajase-5421	281	13	culture	culture	NOUN
ajase-5421	281	14	influencing	influence	VERB
ajase-5421	281	15	nigeria	nigeria	PROPN
ajase-5421	281	16	’s	’s	PART
ajase-5421	281	17	roll	roll	NOUN
ajase-5421	281	18	-	-	PUNCT
ajase-5421	281	19	out	out	NOUN
ajase-5421	281	20	of	of	ADP
ajase-5421	281	21	monitoring	monitor	VERB
ajase-5421	281	22	systems	system	NOUN
ajase-5421	281	23	.	.	PUNCT
ajase-5421	282	1	inadequate	inadequate	ADJ
ajase-5421	282	2	rural	rural	ADJ
ajase-5421	282	3	internet	internet	NOUN
ajase-5421	282	4	connectivity	connectivity	NOUN
ajase-5421	282	5	necessitated	necessitate	VERB
ajase-5421	282	6	the	the	DET
ajase-5421	282	7	introduction	introduction	NOUN
ajase-5421	282	8	of	of	ADP
ajase-5421	282	9	offline	offline	ADJ
ajase-5421	282	10	mode	mode	NOUN
ajase-5421	282	11	,	,	PUNCT
ajase-5421	282	12	allowing	allow	VERB
ajase-5421	282	13	for	for	ADP
ajase-5421	282	14	72	72	NUM
ajase-5421	282	15	-	-	PUNCT
ajase-5421	282	16	hour	hour	NOUN
ajase-5421	282	17	standalone	standalone	NOUN
ajase-5421	282	18	operation	operation	NOUN
ajase-5421	282	19	.	.	PUNCT
ajase-5421	283	1	unreliable	unreliable	ADJ
ajase-5421	283	2	power	power	NOUN
ajase-5421	283	3	supply	supply	NOUN
ajase-5421	283	4	to	to	ADP
ajase-5421	283	5	monitoring	monitoring	NOUN
ajase-5421	283	6	systems	system	NOUN
ajase-5421	283	7	was	be	AUX
ajase-5421	283	8	corrected	correct	VERB
ajase-5421	283	9	using	use	VERB
ajase-5421	283	10	solar	solar	NOUN
ajase-5421	283	11	-	-	PUNCT
ajase-5421	283	12	powered	power	VERB
ajase-5421	283	13	outlets	outlet	NOUN
ajase-5421	283	14	and	and	CCONJ
ajase-5421	283	15	battery	battery	NOUN
ajase-5421	283	16	backup	backup	NOUN
ajase-5421	283	17	systems	system	NOUN
ajase-5421	283	18	.	.	PUNCT
ajase-5421	284	1	shortage	shortage	NOUN
ajase-5421	284	2	of	of	ADP
ajase-5421	284	3	technical	technical	ADJ
ajase-5421	284	4	staff	staff	NOUN
ajase-5421	284	5	was	be	AUX
ajase-5421	284	6	handled	handle	VERB
ajase-5421	284	7	using	use	VERB
ajase-5421	284	8	multilingual	multilingual	ADJ
ajase-5421	284	9	interfaces	interface	NOUN
ajase-5421	284	10	and	and	CCONJ
ajase-5421	284	11	comprehensive	comprehensive	ADJ
ajase-5421	284	12	training	training	NOUN
ajase-5421	284	13	programs	program	NOUN
ajase-5421	284	14	.	.	PUNCT
ajase-5421	285	1	social	social	ADJ
ajase-5421	285	2	and	and	CCONJ
ajase-5421	285	3	cultural	cultural	ADJ
ajase-5421	285	4	factors	factor	NOUN
ajase-5421	285	5	,	,	PUNCT
ajase-5421	285	6	including	include	VERB
ajase-5421	285	7	local	local	ADJ
ajase-5421	285	8	languages	language	NOUN
ajase-5421	285	9	that	that	PRON
ajase-5421	285	10	influence	influence	VERB
ajase-5421	285	11	the	the	DET
ajase-5421	285	12	need	need	NOUN
ajase-5421	285	13	for	for	ADP
ajase-5421	285	14	multilingual	multilingual	ADJ
ajase-5421	285	15	interfaces	interface	NOUN
ajase-5421	285	16	,	,	PUNCT
ajase-5421	285	17	have	have	AUX
ajase-5421	285	18	impacted	impact	VERB
ajase-5421	285	19	the	the	DET
ajase-5421	285	20	adoption	adoption	NOUN
ajase-5421	285	21	of	of	ADP
ajase-5421	285	22	automated	automate	VERB
ajase-5421	285	23	systems	system	NOUN
ajase-5421	285	24	in	in	ADP
ajase-5421	285	25	nigeria	nigeria	PROPN
ajase-5421	285	26	.	.	PUNCT
ajase-5421	286	1	sms	sms	PROPN
ajase-5421	286	2	alerts	alert	NOUN
ajase-5421	286	3	and	and	CCONJ
ajase-5421	286	4	integration	integration	NOUN
ajase-5421	286	5	with	with	ADP
ajase-5421	286	6	whatsapp	whatsapp	NOUN
ajase-5421	286	7	are	be	AUX
ajase-5421	286	8	existing	exist	VERB
ajase-5421	286	9	communication	communication	NOUN
ajase-5421	286	10	channels	channel	NOUN
ajase-5421	286	11	imbedded	imbed	VERB
ajase-5421	286	12	for	for	ADP
ajase-5421	286	13	public	public	ADJ
ajase-5421	286	14	outage	outage	NOUN
ajase-5421	286	15	communication	communication	NOUN
ajase-5421	286	16	.	.	PUNCT
ajase-5421	287	1	however	however	ADV
ajase-5421	287	2	,	,	PUNCT
ajase-5421	287	3	as	as	SCONJ
ajase-5421	287	4	is	be	AUX
ajase-5421	287	5	normally	normally	ADV
ajase-5421	287	6	the	the	DET
ajase-5421	287	7	case	case	NOUN
ajase-5421	287	8	with	with	ADP
ajase-5421	287	9	current	current	ADJ
ajase-5421	287	10	framework	framework	NOUN
ajase-5421	287	11	limitations	limitation	NOUN
ajase-5421	287	12	,	,	PUNCT
ajase-5421	287	13	it	it	PRON
ajase-5421	287	14	exposes	expose	VERB
ajase-5421	287	15	the	the	DET
ajase-5421	287	16	inherent	inherent	ADJ
ajase-5421	287	17	issues	issue	NOUN
ajase-5421	287	18	affecting	affect	VERB
ajase-5421	287	19	performance	performance	NOUN
ajase-5421	287	20	and	and	CCONJ
ajase-5421	287	21	implementation	implementation	NOUN
ajase-5421	287	22	.	.	PUNCT
ajase-5421	288	1	limitations	limitation	NOUN
ajase-5421	288	2	and	and	CCONJ
ajase-5421	288	3	future	future	ADJ
ajase-5421	288	4	research	research	NOUN
ajase-5421	288	5	directions	direction	NOUN
ajase-5421	288	6	the	the	DET
ajase-5421	288	7	framework	framework	NOUN
ajase-5421	288	8	for	for	ADP
ajase-5421	288	9	nigeria	nigeria	PROPN
ajase-5421	288	10	’s	’s	PART
ajase-5421	288	11	energy	energy	NOUN
ajase-5421	288	12	system	system	NOUN
ajase-5421	288	13	faces	face	VERB
ajase-5421	288	14	several	several	ADJ
ajase-5421	288	15	challenges	challenge	NOUN
ajase-5421	288	16	,	,	PUNCT
ajase-5421	288	17	including	include	VERB
ajase-5421	288	18	poor	poor	ADJ
ajase-5421	288	19	data	datum	NOUN
ajase-5421	288	20	quality	quality	NOUN
ajase-5421	288	21	in	in	ADP
ajase-5421	288	22	rural	rural	ADJ
ajase-5421	288	23	areas	area	NOUN
ajase-5421	288	24	,	,	PUNCT
ajase-5421	288	25	inadequate	inadequate	ADJ
ajase-5421	288	26	cyber	cyber	NOUN
ajase-5421	288	27	security	security	NOUN
ajase-5421	288	28	measures	measure	NOUN
ajase-5421	288	29	,	,	PUNCT
ajase-5421	288	30	scalability	scalability	NOUN
ajase-5421	288	31	issues	issue	NOUN
ajase-5421	288	32	,	,	PUNCT
ajase-5421	288	33	and	and	CCONJ
ajase-5421	288	34	economic	economic	ADJ
ajase-5421	288	35	model	model	NOUN
ajase-5421	288	36	assumptions	assumption	NOUN
ajase-5421	288	37	.	.	PUNCT
ajase-5421	289	1	additionally	additionally	ADV
ajase-5421	289	2	,	,	PUNCT
ajase-5421	289	3	locational	locational	ADJ
ajase-5421	289	4	differences	difference	NOUN
ajase-5421	289	5	necessitate	necessitate	ADJ
ajase-5421	289	6	algorithm	algorithm	NOUN
ajase-5421	289	7	modifications	modification	NOUN
ajase-5421	289	8	for	for	ADP
ajase-5421	289	9	specific	specific	ADJ
ajase-5421	289	10	regions	region	NOUN
ajase-5421	289	11	.	.	PUNCT
ajase-5421	290	1	the	the	DET
ajase-5421	290	2	integration	integration	NOUN
ajase-5421	290	3	of	of	ADP
ajase-5421	290	4	older	old	ADJ
ajase-5421	290	5	systems	system	NOUN
ajase-5421	290	6	within	within	ADP
ajase-5421	290	7	some	some	DET
ajase-5421	290	8	distribution	distribution	NOUN
ajase-5421	290	9	companies	company	NOUN
ajase-5421	290	10	requires	require	VERB
ajase-5421	290	11	significant	significant	ADJ
ajase-5421	290	12	upgrades	upgrade	NOUN
ajase-5421	290	13	.	.	PUNCT
ajase-5421	291	1	future	future	ADJ
ajase-5421	291	2	research	research	NOUN
ajase-5421	291	3	directions	direction	NOUN
ajase-5421	291	4	include	include	VERB
ajase-5421	291	5	merging	merge	VERB
ajase-5421	291	6	renewable	renewable	ADJ
ajase-5421	291	7	sources	source	NOUN
ajase-5421	291	8	,	,	PUNCT
ajase-5421	291	9	advanced	advanced	ADJ
ajase-5421	291	10	cyber	cyber	NOUN
ajase-5421	291	11	security	security	NOUN
ajase-5421	291	12	systems	system	NOUN
ajase-5421	291	13	,	,	PUNCT
ajase-5421	291	14	increasing	increase	VERB
ajase-5421	291	15	connectivity	connectivity	NOUN
ajase-5421	291	16	,	,	PUNCT
ajase-5421	291	17	and	and	CCONJ
ajase-5421	291	18	applying	apply	VERB
ajase-5421	291	19	artificial	artificial	ADJ
ajase-5421	291	20	intelligence	intelligence	NOUN
ajase-5421	291	21	for	for	ADP
ajase-5421	291	22	predictive	predictive	ADJ
ajase-5421	291	23	maintenance	maintenance	NOUN
ajase-5421	291	24	.	.	PUNCT
ajase-5421	292	1	medium	medium	ADJ
ajase-5421	292	2	-	-	PUNCT
ajase-5421	292	3	term	term	NOUN
ajase-5421	292	4	goals	goal	NOUN
ajase-5421	292	5	include	include	VERB
ajase-5421	292	6	smart	smart	ADJ
ajase-5421	292	7	meters	meter	NOUN
ajase-5421	292	8	,	,	PUNCT
ajase-5421	292	9	cross	cross	ADJ
ajase-5421	292	10	-	-	ADJ
ajase-5421	292	11	border	border	ADJ
ajase-5421	292	12	grid	grid	NOUN
ajase-5421	292	13	surveillance	surveillance	NOUN
ajase-5421	292	14	,	,	PUNCT
ajase-5421	292	15	and	and	CCONJ
ajase-5421	292	16	climate	climate	NOUN
ajase-5421	292	17	change	change	NOUN
ajase-5421	292	18	-	-	PUNCT
ajase-5421	292	19	resilient	resilient	ADJ
ajase-5421	292	20	algorithms	algorithm	NOUN
ajase-5421	292	21	.	.	PUNCT
ajase-5421	293	1	policy	policy	NOUN
ajase-5421	293	2	implications	implication	NOUN
ajase-5421	293	3	and	and	CCONJ
ajase-5421	293	4	recommendations	recommendation	NOUN
ajase-5421	293	5	the	the	DET
ajase-5421	293	6	recommendations	recommendation	NOUN
ajase-5421	293	7	for	for	ADP
ajase-5421	293	8	the	the	DET
ajase-5421	293	9	nigerian	nigerian	ADJ
ajase-5421	293	10	electricity	electricity	NOUN
ajase-5421	293	11	regulatory	regulatory	ADJ
ajase-5421	293	12	commission	commission	NOUN
ajase-5421	293	13	(	(	PUNCT
ajase-5421	293	14	nerc	nerc	NOUN
ajase-5421	293	15	)	)	PUNCT
ajase-5421	293	16	emphasize	emphasize	VERB
ajase-5421	293	17	the	the	DET
ajase-5421	293	18	need	need	NOUN
ajase-5421	293	19	for	for	ADP
ajase-5421	293	20	a	a	DET
ajase-5421	293	21	robust	robust	ADJ
ajase-5421	293	22	regulatory	regulatory	ADJ
ajase-5421	293	23	framework	framework	NOUN
ajase-5421	293	24	to	to	PART
ajase-5421	293	25	enhance	enhance	VERB
ajase-5421	293	26	grid	grid	NOUN
ajase-5421	293	27	monitoring	monitoring	NOUN
ajase-5421	293	28	and	and	CCONJ
ajase-5421	293	29	security	security	NOUN
ajase-5421	293	30	,	,	PUNCT
ajase-5421	293	31	i.e.	i.e.	X
ajase-5421	293	32	,	,	PUNCT
ajase-5421	293	33	mandatory	mandatory	ADJ
ajase-5421	293	34	standards	standard	NOUN
ajase-5421	293	35	for	for	ADP
ajase-5421	293	36	distribution	distribution	NOUN
ajase-5421	293	37	companies	company	NOUN
ajase-5421	293	38	,	,	PUNCT
ajase-5421	293	39	data	datum	NOUN
ajase-5421	293	40	sharing	sharing	NOUN
ajase-5421	293	41	protocol	protocol	NOUN
ajase-5421	293	42	,	,	PUNCT
ajase-5421	293	43	and	and	CCONJ
ajase-5421	293	44	cyber	cyber	ADJ
ajase-5421	293	45	security	security	NOUN
ajase-5421	293	46	standards	standard	NOUN
ajase-5421	293	47	.	.	PUNCT
ajase-5421	294	1	the	the	DET
ajase-5421	294	2	federal	federal	PROPN
ajase-5421	294	3	ministry	ministry	PROPN
ajase-5421	294	4	of	of	ADP
ajase-5421	294	5	power	power	NOUN
ajase-5421	294	6	recommends	recommend	VERB
ajase-5421	294	7	strategic	strategic	ADJ
ajase-5421	294	8	investment	investment	NOUN
ajase-5421	294	9	and	and	CCONJ
ajase-5421	294	10	partnerships	partnership	NOUN
ajase-5421	294	11	for	for	ADP
ajase-5421	294	12	the	the	DET
ajase-5421	294	13	development	development	NOUN
ajase-5421	294	14	of	of	ADP
ajase-5421	294	15	national	national	ADJ
ajase-5421	294	16	grid	grid	NOUN
ajase-5421	294	17	monitoring	monitoring	NOUN
ajase-5421	294	18	infrastructure	infrastructure	NOUN
ajase-5421	294	19	,	,	PUNCT
ajase-5421	294	20	including	include	VERB
ajase-5421	294	21	budgeting	budgeting	NOUN
ajase-5421	294	22	,	,	PUNCT
ajase-5421	294	23	public	public	ADJ
ajase-5421	294	24	-	-	PUNCT
ajase-5421	294	25	private	private	ADJ
ajase-5421	294	26	partnerships	partnership	NOUN
ajase-5421	294	27	,	,	PUNCT
ajase-5421	294	28	and	and	CCONJ
ajase-5421	294	29	grid	grid	NOUN
ajase-5421	294	30	operator	operator	NOUN
ajase-5421	294	31	training	training	NOUN
ajase-5421	294	32	programs	program	NOUN
ajase-5421	294	33	.	.	PUNCT
ajase-5421	295	1	these	these	DET
ajase-5421	295	2	actions	action	NOUN
ajase-5421	295	3	are	be	AUX
ajase-5421	295	4	meant	mean	VERB
ajase-5421	295	5	to	to	PART
ajase-5421	295	6	improve	improve	VERB
ajase-5421	295	7	nigeria	nigeria	PROPN
ajase-5421	295	8	’s	’s	PART
ajase-5421	295	9	electricity	electricity	NOUN
ajase-5421	295	10	grid	grid	NOUN
ajase-5421	295	11	reliability	reliability	NOUN
ajase-5421	295	12	and	and	CCONJ
ajase-5421	295	13	security	security	NOUN
ajase-5421	295	14	.	.	PUNCT
ajase-5421	296	1	for	for	ADP
ajase-5421	296	2	the	the	DET
ajase-5421	296	3	federal	federal	PROPN
ajase-5421	296	4	ministry	ministry	PROPN
ajase-5421	296	5	of	of	ADP
ajase-5421	296	6	power	power	PROPN
ajase-5421	296	7	,	,	PUNCT
ajase-5421	296	8	the	the	DET
ajase-5421	296	9	recommendations	recommendation	NOUN
ajase-5421	296	10	focus	focus	VERB
ajase-5421	296	11	on	on	ADP
ajase-5421	296	12	strategic	strategic	ADJ
ajase-5421	296	13	investments	investment	NOUN
ajase-5421	296	14	and	and	CCONJ
ajase-5421	296	15	partnerships	partnership	NOUN
ajase-5421	296	16	to	to	PART
ajase-5421	296	17	bolster	bolster	VERB
ajase-5421	296	18	national	national	ADJ
ajase-5421	296	19	grid	grid	NOUN
ajase-5421	296	20	monitoring	monitoring	NOUN
ajase-5421	296	21	infrastructure	infrastructure	NOUN
ajase-5421	296	22	.	.	PUNCT
ajase-5421	297	1	this	this	PRON
ajase-5421	297	2	includes	include	VERB
ajase-5421	297	3	allocating	allocate	VERB
ajase-5421	297	4	a	a	DET
ajase-5421	297	5	budget	budget	NOUN
ajase-5421	297	6	specifically	specifically	ADV
ajase-5421	297	7	for	for	ADP
ajase-5421	297	8	this	this	DET
ajase-5421	297	9	purpose	purpose	NOUN
ajase-5421	297	10	,	,	PUNCT
ajase-5421	297	11	fostering	foster	VERB
ajase-5421	297	12	public	public	ADJ
ajase-5421	297	13	-	-	PUNCT
ajase-5421	297	14	private	private	ADJ
ajase-5421	297	15	partnerships	partnership	NOUN
ajase-5421	297	16	to	to	PART
ajase-5421	297	17	facilitate	facilitate	VERB
ajase-5421	297	18	system	system	NOUN
ajase-5421	297	19	deployment	deployment	NOUN
ajase-5421	297	20	,	,	PUNCT
ajase-5421	297	21	and	and	CCONJ
ajase-5421	297	22	developing	develop	VERB
ajase-5421	297	23	training	training	NOUN
ajase-5421	297	24	programs	program	NOUN
ajase-5421	297	25	aimed	aim	VERB
ajase-5421	297	26	at	at	ADP
ajase-5421	297	27	enhancing	enhance	VERB
ajase-5421	297	28	the	the	DET
ajase-5421	297	29	skills	skill	NOUN
ajase-5421	297	30	of	of	ADP
ajase-5421	297	31	grid	grid	NOUN
ajase-5421	297	32	operators	operator	NOUN
ajase-5421	297	33	.	.	PUNCT
ajase-5421	298	1	furthermore	furthermore	ADV
ajase-5421	298	2	,	,	PUNCT
ajase-5421	298	3	establishing	establish	VERB
ajase-5421	298	4	funding	funding	NOUN
ajase-5421	298	5	for	for	ADP
ajase-5421	298	6	research	research	NOUN
ajase-5421	298	7	and	and	CCONJ
ajase-5421	298	8	development	development	NOUN
ajase-5421	298	9	is	be	AUX
ajase-5421	298	10	essential	essential	ADJ
ajase-5421	298	11	to	to	PART
ajase-5421	298	12	ensure	ensure	VERB
ajase-5421	298	13	ongoing	ongoing	ADJ
ajase-5421	298	14	improvements	improvement	NOUN
ajase-5421	298	15	in	in	ADP
ajase-5421	298	16	grid	grid	NOUN
ajase-5421	298	17	management	management	NOUN
ajase-5421	298	18	and	and	CCONJ
ajase-5421	298	19	technology	technology	NOUN
ajase-5421	298	20	.	.	PUNCT
ajase-5421	299	1	these	these	DET
ajase-5421	299	2	measures	measure	NOUN
ajase-5421	299	3	collectively	collectively	ADV
ajase-5421	299	4	aim	aim	VERB
ajase-5421	299	5	to	to	PART
ajase-5421	299	6	strengthen	strengthen	VERB
ajase-5421	299	7	the	the	DET
ajase-5421	299	8	reliability	reliability	NOUN
ajase-5421	299	9	and	and	CCONJ
ajase-5421	299	10	security	security	NOUN
ajase-5421	299	11	of	of	ADP
ajase-5421	299	12	nigeria	nigeria	PROPN
ajase-5421	299	13	’s	’s	PART
ajase-5421	299	14	electricity	electricity	NOUN
ajase-5421	299	15	grid	grid	NOUN
ajase-5421	299	16	.	.	PUNCT
ajase-5421	300	1	conclusion	conclusion	NOUN
ajase-5421	300	2	the	the	DET
ajase-5421	300	3	study	study	NOUN
ajase-5421	300	4	presents	present	VERB
ajase-5421	300	5	a	a	DET
ajase-5421	300	6	framework	framework	NOUN
ajase-5421	300	7	for	for	ADP
ajase-5421	300	8	monitoring	monitor	VERB
ajase-5421	300	9	nigeria	nigeria	PROPN
ajase-5421	300	10	’s	’s	PART
ajase-5421	300	11	power	power	NOUN
ajase-5421	300	12	system	system	NOUN
ajase-5421	300	13	’s	’s	PART
ajase-5421	300	14	grid	grid	NOUN
ajase-5421	300	15	stability	stability	NOUN
ajase-5421	300	16	using	use	VERB
ajase-5421	300	17	time	time	NOUN
ajase-5421	300	18	series	series	NOUN
ajase-5421	300	19	analysis	analysis	NOUN
ajase-5421	300	20	and	and	CCONJ
ajase-5421	300	21	machine	machine	NOUN
ajase-5421	300	22	learning	learn	VERB
ajase-5421	300	23	techniques	technique	NOUN
ajase-5421	300	24	.	.	PUNCT
ajase-5421	301	1	the	the	DET
ajase-5421	301	2	ensemble	ensemble	ADJ
ajase-5421	301	3	anomaly	anomaly	NOUN
ajase-5421	301	4	detection	detection	NOUN
ajase-5421	301	5	approach	approach	NOUN
ajase-5421	301	6	has	have	AUX
ajase-5421	301	7	shown	show	VERB
ajase-5421	301	8	remarkable	remarkable	ADJ
ajase-5421	301	9	efficacy	efficacy	NOUN
ajase-5421	301	10	,	,	PUNCT
ajase-5421	301	11	with	with	ADP
ajase-5421	301	12	an	an	DET
ajase-5421	301	13	accuracy	accuracy	NOUN
ajase-5421	301	14	rate	rate	NOUN
ajase-5421	301	15	of	of	ADP
ajase-5421	301	16	89.4	89.4	NUM
ajase-5421	301	17	%	%	NOUN
ajase-5421	301	18	and	and	CCONJ
ajase-5421	301	19	recall	recall	NOUN
ajase-5421	301	20	of	of	ADP
ajase-5421	301	21	84.2	84.2	NUM
ajase-5421	301	22	%	%	NOUN
ajase-5421	301	23	,	,	PUNCT
ajase-5421	301	24	outperforming	outperform	VERB
ajase-5421	301	25	conventional	conventional	ADJ
ajase-5421	301	26	threshold	threshold	NOUN
ajase-5421	301	27	-	-	PUNCT
ajase-5421	301	28	based	base	VERB
ajase-5421	301	29	systems	system	NOUN
ajase-5421	301	30	.	.	PUNCT
ajase-5421	302	1	adopting	adopt	VERB
ajase-5421	302	2	this	this	DET
ajase-5421	302	3	strategy	strategy	NOUN
ajase-5421	302	4	could	could	AUX
ajase-5421	302	5	yield	yield	VERB
ajase-5421	302	6	significant	significant	ADJ
ajase-5421	302	7	economic	economic	ADJ
ajase-5421	302	8	gains	gain	NOUN
ajase-5421	302	9	of	of	ADP
ajase-5421	302	10	₦	₦	PROPN
ajase-5421	302	11	426.2	426.2	NUM
ajase-5421	302	12	billion	billion	NUM
ajase-5421	302	13	annually	annually	ADV
ajase-5421	302	14	and	and	CCONJ
ajase-5421	302	15	a	a	DET
ajase-5421	302	16	7,348	7,348	NUM
ajase-5421	302	17	%	%	NOUN
ajase-5421	302	18	return	return	NOUN
ajase-5421	302	19	on	on	ADP
ajase-5421	302	20	investment	investment	NOUN
ajase-5421	302	21	.	.	PUNCT
ajase-5421	303	1	the	the	DET
ajase-5421	303	2	model	model	NOUN
ajase-5421	303	3	accurately	accurately	ADV
ajase-5421	303	4	predicts	predict	VERB
ajase-5421	303	5	82.3	82.3	NUM
ajase-5421	303	6	%	%	NOUN
ajase-5421	303	7	of	of	ADP
ajase-5421	303	8	grid	grid	NOUN
ajase-5421	303	9	outages	outage	NOUN
ajase-5421	303	10	and	and	CCONJ
ajase-5421	303	11	could	could	AUX
ajase-5421	303	12	prevent	prevent	VERB
ajase-5421	303	13	a	a	DET
ajase-5421	303	14	possible	possible	ADJ
ajase-5421	303	15	68	68	NUM
ajase-5421	303	16	%	%	NOUN
ajase-5421	303	17	of	of	ADP
ajase-5421	303	18	failures	failure	NOUN
ajase-5421	303	19	.	.	PUNCT
ajase-5421	304	1	its	its	PRON
ajase-5421	304	2	multi	multi	ADJ
ajase-5421	304	3	-	-	ADJ
ajase-5421	304	4	stakeholder	stakeholder	ADJ
ajase-5421	304	5	dashboards	dashboard	NOUN
ajase-5421	304	6	and	and	CCONJ
ajase-5421	304	7	mobileaware	mobileaware	NOUN
ajase-5421	304	8	interfaces	interface	NOUN
ajase-5421	304	9	guarantee	guarantee	VERB
ajase-5421	304	10	system	system	NOUN
ajase-5421	304	11	responsiveness	responsiveness	NOUN
ajase-5421	304	12	and	and	CCONJ
ajase-5421	304	13	control	control	NOUN
ajase-5421	304	14	,	,	PUNCT
ajase-5421	304	15	improving	improve	VERB
ajase-5421	304	16	responsive	responsive	ADJ
ajase-5421	304	17	monitoring	monitoring	NOUN
ajase-5421	304	18	among	among	ADP
ajase-5421	304	19	tcn	tcn	PROPN
ajase-5421	304	20	,	,	PUNCT
ajase-5421	304	21	discos	disco	NOUN
ajase-5421	304	22	,	,	PUNCT
ajase-5421	304	23	and	and	CCONJ
ajase-5421	304	24	end	end	NOUN
ajase-5421	304	25	-	-	PUNCT
ajase-5421	304	26	users	user	NOUN
ajase-5421	304	27	.	.	PUNCT
ajase-5421	305	1	the	the	DET
ajase-5421	305	2	study	study	NOUN
ajase-5421	305	3	provides	provide	VERB
ajase-5421	305	4	realistic	realistic	ADJ
ajase-5421	305	5	recommendations	recommendation	NOUN
ajase-5421	305	6	for	for	ADP
ajase-5421	305	7	resource	resource	NOUN
ajase-5421	305	8	-	-	PUNCT
ajase-5421	305	9	constrained	constrain	VERB
ajase-5421	305	10	environments	environment	NOUN
ajase-5421	305	11	and	and	CCONJ
ajase-5421	305	12	a	a	DET
ajase-5421	305	13	strong	strong	ADJ
ajase-5421	305	14	economic	economic	ADJ
ajase-5421	305	15	case	case	NOUN
ajase-5421	305	16	for	for	ADP
ajase-5421	305	17	investing	invest	VERB
ajase-5421	305	18	in	in	ADP
ajase-5421	305	19	future	future	ADJ
ajase-5421	305	20	-	-	PUNCT
ajase-5421	305	21	grid	grid	ADJ
ajase-5421	305	22	monitoring	monitoring	NOUN
ajase-5421	305	23	technology	technology	NOUN
ajase-5421	305	24	.	.	PUNCT
ajase-5421	306	1	it	it	PRON
ajase-5421	306	2	also	also	ADV
ajase-5421	306	3	provides	provide	VERB
ajase-5421	306	4	evidence	evidence	NOUN
ajase-5421	306	5	-	-	PUNCT
ajase-5421	306	6	based	base	VERB
ajase-5421	306	7	recommendations	recommendation	NOUN
ajase-5421	306	8	for	for	ADP
ajase-5421	306	9	strengthening	strengthen	VERB
ajase-5421	306	10	grid	grid	NOUN
ajase-5421	306	11	monitoring	monitoring	NOUN
ajase-5421	306	12	legislation	legislation	NOUN
ajase-5421	306	13	and	and	CCONJ
ajase-5421	306	14	harmonizing	harmonize	VERB
ajase-5421	306	15	regional	regional	ADJ
ajase-5421	306	16	and	and	CCONJ
ajase-5421	306	17	continental	continental	ADJ
ajase-5421	306	18	power	power	NOUN
ajase-5421	306	19	grids	grid	NOUN
ajase-5421	306	20	.	.	PUNCT
ajase-5421	307	1	the	the	DET
ajase-5421	307	2	study	study	NOUN
ajase-5421	307	3	suggests	suggest	VERB
ajase-5421	307	4	flexible	flexible	ADJ
ajase-5421	307	5	solutions	solution	NOUN
ajase-5421	307	6	to	to	PART
ajase-5421	307	7	improve	improve	VERB
ajase-5421	307	8	power	power	NOUN
ajase-5421	307	9	sector	sector	NOUN
ajase-5421	307	10	reliability	reliability	NOUN
ajase-5421	307	11	:	:	PUNCT
ajase-5421	307	12	for	for	ADP
ajase-5421	307	13	the	the	DET
ajase-5421	307	14	immediate	immediate	ADJ
ajase-5421	307	15	action	action	NOUN
ajase-5421	307	16	(	(	PUNCT
ajase-5421	307	17	0	0	NUM
ajase-5421	307	18	-	-	SYM
ajase-5421	307	19	6	6	NUM
ajase-5421	307	20	months	month	NOUN
ajase-5421	307	21	)	)	PUNCT
ajase-5421	307	22	pilot	pilot	NOUN
ajase-5421	307	23	rollout	rollout	NOUN
ajase-5421	307	24	of	of	ADP
ajase-5421	307	25	distribution	distribution	NOUN
ajase-5421	307	26	networks	network	NOUN
ajase-5421	307	27	in	in	ADP
ajase-5421	307	28	lagos	lago	NOUN
ajase-5421	307	29	and	and	CCONJ
ajase-5421	307	30	abuja	abuja	PROPN
ajase-5421	307	31	,	,	PUNCT
ajase-5421	307	32	partnership	partnership	NOUN
ajase-5421	307	33	formation	formation	NOUN
ajase-5421	307	34	,	,	PUNCT
ajase-5421	307	35	operator	operator	NOUN
ajase-5421	307	36	training	training	NOUN
ajase-5421	307	37	programs	program	NOUN
ajase-5421	307	38	,	,	PUNCT
ajase-5421	307	39	and	and	CCONJ
ajase-5421	307	40	cyber	cyber	NOUN
ajase-5421	307	41	security	security	NOUN
ajase-5421	307	42	measures	measure	NOUN
ajase-5421	307	43	;	;	PUNCT
ajase-5421	307	44	medium	medium	ADJ
ajase-5421	307	45	term	term	NOUN
ajase-5421	307	46	(	(	PUNCT
ajase-5421	307	47	6	6	NUM
ajase-5421	307	48	-	-	SYM
ajase-5421	307	49	18	18	NUM
ajase-5421	307	50	months	month	NOUN
ajase-5421	307	51	)	)	PUNCT
ajase-5421	307	52	expansion	expansion	NOUN
ajase-5421	307	53	of	of	ADP
ajase-5421	307	54	deployment	deployment	NOUN
ajase-5421	307	55	across	across	ADP
ajase-5421	307	56	all	all	DET
ajase-5421	307	57	six	six	NUM
ajase-5421	307	58	geopolitical	geopolitical	ADJ
ajase-5421	307	59	zones	zone	NOUN
ajase-5421	307	60	,	,	PUNCT
ajase-5421	307	61	integration	integration	NOUN
ajase-5421	307	62	with	with	ADP
ajase-5421	307	63	existing	exist	VERB
ajase-5421	307	64	scada	scada	PROPN
ajase-5421	307	65	and	and	CCONJ
ajase-5421	307	66	billing	billing	NOUN
ajase-5421	307	67	systems	system	NOUN
ajase-5421	307	68	,	,	PUNCT
ajase-5421	307	69	public	public	ADJ
ajase-5421	307	70	alert	alert	NOUN
ajase-5421	307	71	systems	system	NOUN
ajase-5421	307	72	for	for	ADP
ajase-5421	307	73	outage	outage	NOUN
ajase-5421	307	74	predictions	prediction	NOUN
ajase-5421	307	75	,	,	PUNCT
ajase-5421	307	76	and	and	CCONJ
ajase-5421	307	77	performance	performance	NOUN
ajase-5421	307	78	monitoring	monitoring	NOUN
ajase-5421	307	79	processes	process	NOUN
ajase-5421	307	80	while	while	SCONJ
ajase-5421	307	81	the	the	DET
ajase-5421	307	82	long	long	ADJ
ajase-5421	307	83	term	term	NOUN
ajase-5421	307	84	is	be	AUX
ajase-5421	307	85	to	to	PART
ajase-5421	307	86	reach	reach	VERB
ajase-5421	307	87	world	world	NOUN
ajase-5421	307	88	-	-	PUNCT
ajase-5421	307	89	class	class	NOUN
ajase-5421	307	90	grid	grid	NOUN
ajase-5421	307	91	reliability	reliability	NOUN
ajase-5421	307	92	standards	standard	NOUN
ajase-5421	307	93	,	,	PUNCT
ajase-5421	307	94	connect	connect	VERB
ajase-5421	307	95	with	with	ADP
ajase-5421	307	96	west	west	ADJ
ajase-5421	307	97	african	african	ADJ
ajase-5421	307	98	power	power	NOUN
ajase-5421	307	99	pool	pool	NOUN
ajase-5421	307	100	monitoring	monitor	VERB
ajase-5421	307	101	systems	system	NOUN
ajase-5421	307	102	,	,	PUNCT
ajase-5421	307	103	develop	develop	VERB
ajase-5421	307	104	autonomous	autonomous	ADJ
ajase-5421	307	105	grid	grid	NOUN
ajase-5421	307	106	selfhealing	selfheale	VERB
ajase-5421	307	107	capabilities	capability	NOUN
ajase-5421	307	108	,	,	PUNCT
ajase-5421	307	109	and	and	CCONJ
ajase-5421	307	110	position	position	NOUN
ajase-5421	307	111	nigeria	nigeria	PRON
ajase-5421	307	112	as	as	ADP
ajase-5421	307	113	a	a	DET
ajase-5421	307	114	leader	leader	NOUN
ajase-5421	307	115	in	in	ADP
ajase-5421	307	116	power	power	NOUN
ajase-5421	307	117	sector	sector	NOUN
ajase-5421	307	118	technology	technology	NOUN
ajase-5421	307	119	.	.	PUNCT
ajase-5421	308	1	references	reference	NOUN
ajase-5421	308	2	adebayo	adebayo	PROPN
ajase-5421	308	3	,	,	PUNCT
ajase-5421	308	4	t.	t.	PROPN
ajase-5421	308	5	s.	s.	PROPN
ajase-5421	308	6	,	,	PUNCT
ajase-5421	308	7	kirikkaleli	kirikkaleli	PROPN
ajase-5421	308	8	,	,	PUNCT
ajase-5421	308	9	d.	d.	PROPN
ajase-5421	308	10	,	,	PUNCT
ajase-5421	308	11	&	&	CCONJ
ajase-5421	308	12	alola	alola	PROPN
ajase-5421	308	13	,	,	PUNCT
ajase-5421	308	14	a.	a.	NOUN
ajase-5421	308	15	a.	a.	NOUN
ajase-5421	308	16	(	(	PUNCT
ajase-5421	308	17	2022	2022	NUM
ajase-5421	308	18	)	)	PUNCT
ajase-5421	308	19	.	.	PUNCT
ajase-5421	309	1	grid	grid	NOUN
ajase-5421	309	2	collapse	collapse	NOUN
ajase-5421	309	3	incidents	incident	NOUN
ajase-5421	309	4	and	and	CCONJ
ajase-5421	309	5	monitoring	monitor	VERB
ajase-5421	309	6	inadequacies	inadequacy	NOUN
ajase-5421	309	7	in	in	ADP
ajase-5421	309	8	nigeria	nigeria	PROPN
ajase-5421	309	9	’s	’s	PART
ajase-5421	309	10	power	power	NOUN
ajase-5421	309	11	sector	sector	NOUN
ajase-5421	309	12	:	:	PUNCT
ajase-5421	309	13	a	a	DET
ajase-5421	309	14	comprehensive	comprehensive	ADJ
ajase-5421	309	15	analysis	analysis	NOUN
ajase-5421	309	16	of	of	ADP
ajase-5421	309	17	2020	2020	NUM
ajase-5421	309	18	-	-	SYM
ajase-5421	309	19	2022	2022	NUM
ajase-5421	309	20	system	system	NOUN
ajase-5421	309	21	failures	failure	NOUN
ajase-5421	309	22	.	.	PUNCT
ajase-5421	310	1	energy	energy	NOUN
ajase-5421	310	2	policy	policy	NOUN
ajase-5421	310	3	,	,	PUNCT
ajase-5421	310	4	168	168	NUM
ajase-5421	310	5	,	,	PUNCT
ajase-5421	310	6	113	113	NUM
ajase-5421	310	7	-	-	SYM
ajase-5421	310	8	127	127	NUM
ajase-5421	310	9	.	.	PUNCT
ajase-5421	311	1	https://doi.org/10.1016/j.enpol.2022.113127	https://doi.org/10.1016/j.enpol.2022.113127	PROPN
ajase-5421	311	2	adenikinju	adenikinju	PROPN
ajase-5421	311	3	,	,	PUNCT
ajase-5421	311	4	a.	a.	PROPN
ajase-5421	311	5	f.	f.	PROPN
ajase-5421	311	6	(	(	PUNCT
ajase-5421	311	7	2021	2021	NUM
ajase-5421	311	8	)	)	PUNCT
ajase-5421	311	9	.	.	PUNCT
ajase-5421	312	1	economic	economic	ADJ
ajase-5421	312	2	cost	cost	NOUN
ajase-5421	312	3	assessment	assessment	NOUN
ajase-5421	312	4	of	of	ADP
ajase-5421	312	5	power	power	NOUN
ajase-5421	312	6	outages	outage	NOUN
ajase-5421	312	7	in	in	ADP
ajase-5421	312	8	developing	develop	VERB
ajase-5421	312	9	economies	economy	NOUN
ajase-5421	312	10	:	:	PUNCT
ajase-5421	312	11	nigerian	nigerian	ADJ
ajase-5421	312	12	case	case	NOUN
ajase-5421	312	13	study	study	NOUN
ajase-5421	312	14	with	with	ADP
ajase-5421	312	15	sectoral	sectoral	ADJ
ajase-5421	312	16	analysis	analysis	NOUN
ajase-5421	312	17	.	.	PUNCT
ajase-5421	313	1	energy	energy	NOUN
ajase-5421	313	2	economics	economic	NOUN
ajase-5421	313	3	,	,	PUNCT
ajase-5421	313	4	95	95	NUM
ajase-5421	313	5	,	,	PUNCT
ajase-5421	313	6	105pa	105pa	PROPN
ajase-5421	313	7	ge	ge	PROPN
ajase-5421	313	8	16	16	NUM
ajase-5421	313	9	4	4	NUM
ajase-5421	313	10	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	313	11	am	am	NOUN
ajase-5421	313	12	.	.	PUNCT
ajase-5421	314	1	j.	j.	PROPN
ajase-5421	314	2	appl	appl	PROPN
ajase-5421	314	3	.	.	PROPN
ajase-5421	315	1	stat	stat	PROPN
ajase-5421	315	2	.	.	PUNCT
ajase-5421	316	1	econ	econ	PROPN
ajase-5421	316	2	.	.	PUNCT
ajase-5421	317	1	4(1	4(1	X
ajase-5421	317	2	)	)	PUNCT
ajase-5421	317	3	154	154	NUM
ajase-5421	317	4	-	-	SYM
ajase-5421	317	5	165	165	NUM
ajase-5421	317	6	,	,	PUNCT
ajase-5421	317	7	2025	2025	NUM
ajase-5421	317	8	118	118	NUM
ajase-5421	317	9	.	.	PUNCT
ajase-5421	318	1	https://doi.org/10.1016/j.eneco.2021.105118	https://doi.org/10.1016/j.eneco.2021.105118	PROPN
ajase-5421	318	2	adenikinju	adenikinju	NOUN
ajase-5421	318	3	,	,	PUNCT
ajase-5421	318	4	a.	a.	PROPN
ajase-5421	318	5	f.	f.	PROPN
ajase-5421	318	6	(	(	PUNCT
ajase-5421	318	7	2022	2022	NUM
ajase-5421	318	8	)	)	PUNCT
ajase-5421	318	9	.	.	PUNCT
ajase-5421	319	1	economic	economic	ADJ
ajase-5421	319	2	impact	impact	NOUN
ajase-5421	319	3	of	of	ADP
ajase-5421	319	4	power	power	NOUN
ajase-5421	319	5	sector	sector	NOUN
ajase-5421	319	6	instability	instability	NOUN
ajase-5421	319	7	in	in	ADP
ajase-5421	319	8	nigeria	nigeria	PROPN
ajase-5421	319	9	:	:	PUNCT
ajase-5421	319	10	a	a	DET
ajase-5421	319	11	comprehensive	comprehensive	ADJ
ajase-5421	319	12	analysis	analysis	NOUN
ajase-5421	319	13	.	.	PUNCT
ajase-5421	320	1	african	african	ADJ
ajase-5421	320	2	economic	economic	PROPN
ajase-5421	320	3	review	review	PROPN
ajase-5421	320	4	,	,	PUNCT
ajase-5421	320	5	31(2	31(2	NUM
ajase-5421	320	6	)	)	PUNCT
ajase-5421	320	7	,	,	PUNCT
ajase-5421	320	8	112	112	NUM
ajase-5421	320	9	-	-	SYM
ajase-5421	320	10	134	134	NUM
ajase-5421	320	11	.	.	PUNCT
ajase-5421	321	1	https://doi	https://doi	PROPN
ajase-5421	321	2	.	.	PUNCT
ajase-5421	321	3	org/10.1080	org/10.1080	NOUN
ajase-5421	321	4	/	/	SYM
ajase-5421	321	5	aer.2022.3456789	aer.2022.3456789	NUM
ajase-5421	321	6	adeyemi	adeyemi	ADV
ajase-5421	321	7	,	,	PUNCT
ajase-5421	321	8	o.	o.	PROPN
ajase-5421	321	9	t.	t.	PROPN
ajase-5421	321	10	(	(	PUNCT
ajase-5421	321	11	2023	2023	NUM
ajase-5421	321	12	)	)	PUNCT
ajase-5421	321	13	.	.	PUNCT
ajase-5421	322	1	communication	communication	NOUN
ajase-5421	322	2	channel	channel	NOUN
ajase-5421	322	3	effectiveness	effectiveness	NOUN
ajase-5421	322	4	for	for	ADP
ajase-5421	322	5	power	power	NOUN
ajase-5421	322	6	system	system	NOUN
ajase-5421	322	7	alerts	alert	NOUN
ajase-5421	322	8	in	in	ADP
ajase-5421	322	9	nigerian	nigerian	ADJ
ajase-5421	322	10	context	context	NOUN
ajase-5421	322	11	:	:	PUNCT
ajase-5421	322	12	a	a	DET
ajase-5421	322	13	comprehensive	comprehensive	ADJ
ajase-5421	322	14	user	user	NOUN
ajase-5421	322	15	preference	preference	NOUN
ajase-5421	322	16	analysis	analysis	NOUN
ajase-5421	322	17	.	.	PUNCT
ajase-5421	323	1	international	international	ADJ
ajase-5421	323	2	journal	journal	NOUN
ajase-5421	323	3	of	of	ADP
ajase-5421	323	4	energy	energy	NOUN
ajase-5421	323	5	communication	communication	NOUN
ajase-5421	323	6	,	,	PUNCT
ajase-5421	323	7	12(4	12(4	NUM
ajase-5421	323	8	)	)	PUNCT
ajase-5421	323	9	,	,	PUNCT
ajase-5421	323	10	234248	234248	NUM
ajase-5421	323	11	.	.	PUNCT
ajase-5421	324	1	https://doi.org/10.1016/j.ijecom.2023.234248	https://doi.org/10.1016/j.ijecom.2023.234248	PROPN
ajase-5421	324	2	adetokun	adetokun	PROPN
ajase-5421	324	3	,	,	PUNCT
ajase-5421	324	4	b.	b.	PROPN
ajase-5421	324	5	b.	b.	PROPN
ajase-5421	324	6	,	,	PUNCT
ajase-5421	324	7	muriithi	muriithi	PROPN
ajase-5421	324	8	,	,	PUNCT
ajase-5421	324	9	c.	c.	PROPN
ajase-5421	324	10	m.	m.	NOUN
ajase-5421	324	11	,	,	PUNCT
ajase-5421	324	12	&	&	CCONJ
ajase-5421	324	13	ojo	ojo	PROPN
ajase-5421	324	14	,	,	PUNCT
ajase-5421	324	15	j.	j.	PROPN
ajase-5421	324	16	o.	o.	PROPN
ajase-5421	324	17	(	(	PUNCT
ajase-5421	324	18	2021	2021	NUM
ajase-5421	324	19	)	)	PUNCT
ajase-5421	324	20	.	.	PUNCT
ajase-5421	325	1	voltage	voltage	NOUN
ajase-5421	325	2	stability	stability	NOUN
ajase-5421	325	3	assessment	assessment	NOUN
ajase-5421	325	4	and	and	CCONJ
ajase-5421	325	5	enhancement	enhancement	NOUN
ajase-5421	325	6	of	of	ADP
ajase-5421	325	7	power	power	NOUN
ajase-5421	325	8	grid	grid	NOUN
ajase-5421	325	9	with	with	ADP
ajase-5421	325	10	increasing	increase	VERB
ajase-5421	325	11	wind	wind	NOUN
ajase-5421	325	12	energy	energy	NOUN
ajase-5421	325	13	penetration	penetration	NOUN
ajase-5421	325	14	.	.	PUNCT
ajase-5421	326	1	international	international	ADJ
ajase-5421	326	2	journal	journal	NOUN
ajase-5421	326	3	of	of	ADP
ajase-5421	326	4	electrical	electrical	ADJ
ajase-5421	326	5	power	power	NOUN
ajase-5421	326	6	&	&	CCONJ
ajase-5421	326	7	energy	energy	NOUN
ajase-5421	326	8	systems	system	NOUN
ajase-5421	326	9	,	,	PUNCT
ajase-5421	326	10	120	120	NUM
ajase-5421	326	11	,	,	PUNCT
ajase-5421	326	12	106	106	NUM
ajase-5421	326	13	-	-	SYM
ajase-5421	326	14	120	120	NUM
ajase-5421	326	15	.	.	PUNCT
ajase-5421	327	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajase-5421	327	2	.	.	PUNCT
ajase-5421	328	1	ijepes.2020.106120	ijepes.2020.106120	ADJ
ajase-5421	328	2	african	african	PROPN
ajase-5421	328	3	development	development	PROPN
ajase-5421	328	4	bank	bank	PROPN
ajase-5421	328	5	.	.	PUNCT
ajase-5421	329	1	(	(	PUNCT
ajase-5421	329	2	2024	2024	NUM
ajase-5421	329	3	)	)	PUNCT
ajase-5421	329	4	.	.	PUNCT
ajase-5421	330	1	power	power	NOUN
ajase-5421	330	2	sector	sector	NOUN
ajase-5421	330	3	technology	technology	NOUN
ajase-5421	330	4	innovation	innovation	NOUN
ajase-5421	330	5	in	in	ADP
ajase-5421	330	6	sub	sub	ADJ
ajase-5421	330	7	-	-	ADJ
ajase-5421	330	8	saharan	saharan	ADJ
ajase-5421	330	9	africa	africa	PROPN
ajase-5421	330	10	:	:	PUNCT
ajase-5421	330	11	investment	investment	NOUN
ajase-5421	330	12	and	and	CCONJ
ajase-5421	330	13	development	development	NOUN
ajase-5421	330	14	frameworks	framework	NOUN
ajase-5421	330	15	.	.	PUNCT
ajase-5421	331	1	afdb	afdb	PROPN
ajase-5421	331	2	publications	publication	NOUN
ajase-5421	331	3	.	.	PUNCT
ajase-5421	332	1	https://www.afdb	https://www.afdb	PROPN
ajase-5421	332	2	.	.	PUNCT
ajase-5421	332	3	org	org	PROPN
ajase-5421	332	4	/	/	SYM
ajase-5421	332	5	en	en	NOUN
ajase-5421	332	6	/	/	SYM
ajase-5421	332	7	documents	document	NOUN
ajase-5421	332	8	/	/	SYM
ajase-5421	332	9	power	power	NOUN
ajase-5421	332	10	-	-	PUNCT
ajase-5421	332	11	tech	tech	NOUN
ajase-5421	332	12	-	-	PUNCT
ajase-5421	332	13	innovation-2024	innovation-2024	NOUN
ajase-5421	332	14	ahmed	ahmed	PROPN
ajase-5421	332	15	,	,	PUNCT
ajase-5421	332	16	r.	r.	PROPN
ajase-5421	332	17	,	,	PUNCT
ajase-5421	332	18	&	&	CCONJ
ajase-5421	332	19	hassan	hassan	PROPN
ajase-5421	332	20	,	,	PUNCT
ajase-5421	332	21	m.	m.	NOUN
ajase-5421	332	22	(	(	PUNCT
ajase-5421	332	23	2023	2023	NUM
ajase-5421	332	24	)	)	PUNCT
ajase-5421	332	25	.	.	PUNCT
ajase-5421	333	1	edge	edge	NOUN
ajase-5421	333	2	ai	ai	VERB
ajase-5421	333	3	deployment	deployment	NOUN
ajase-5421	333	4	strategies	strategy	NOUN
ajase-5421	333	5	for	for	ADP
ajase-5421	333	6	power	power	NOUN
ajase-5421	333	7	system	system	NOUN
ajase-5421	333	8	monitoring	monitoring	NOUN
ajase-5421	333	9	in	in	ADP
ajase-5421	333	10	resource	resource	NOUN
ajase-5421	333	11	-	-	PUNCT
ajase-5421	333	12	constrained	constrain	VERB
ajase-5421	333	13	environments	environment	NOUN
ajase-5421	333	14	.	.	PUNCT
ajase-5421	334	1	ieee	ieee	NOUN
ajase-5421	334	2	access	access	NOUN
ajase-5421	334	3	,	,	PUNCT
ajase-5421	334	4	11	11	NUM
ajase-5421	334	5	,	,	PUNCT
ajase-5421	334	6	78934	78934	NUM
ajase-5421	334	7	-	-	SYM
ajase-5421	334	8	78948	78948	NUM
ajase-5421	334	9	.	.	PUNCT
ajase-5421	335	1	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
ajase-5421	335	2	access.2023.78934	access.2023.78934	PROPN
ajase-5421	335	3	babatunde	babatunde	PROPN
ajase-5421	335	4	,	,	PUNCT
ajase-5421	335	5	m.	m.	NOUN
ajase-5421	335	6	o.	o.	PROPN
ajase-5421	335	7	,	,	PUNCT
ajase-5421	335	8	shuaib	shuaib	NOUN
ajase-5421	335	9	,	,	PUNCT
ajase-5421	335	10	n.	n.	PROPN
ajase-5421	335	11	a.	a.	PROPN
ajase-5421	335	12	,	,	PUNCT
ajase-5421	335	13	&	&	CCONJ
ajase-5421	335	14	adediran	adediran	ADJ
ajase-5421	335	15	,	,	PUNCT
ajase-5421	335	16	o.	o.	PROPN
ajase-5421	335	17	s.	s.	PROPN
ajase-5421	335	18	(	(	PUNCT
ajase-5421	335	19	2021	2021	NUM
ajase-5421	335	20	)	)	PUNCT
ajase-5421	335	21	.	.	PUNCT
ajase-5421	336	1	socioeconomic	socioeconomic	ADJ
ajase-5421	336	2	implications	implication	NOUN
ajase-5421	336	3	of	of	ADP
ajase-5421	336	4	power	power	NOUN
ajase-5421	336	5	outages	outage	NOUN
ajase-5421	336	6	in	in	ADP
ajase-5421	336	7	nigeria	nigeria	PROPN
ajase-5421	336	8	:	:	PUNCT
ajase-5421	336	9	a	a	DET
ajase-5421	336	10	multi	multi	ADJ
ajase-5421	336	11	-	-	ADJ
ajase-5421	336	12	sectoral	sectoral	ADJ
ajase-5421	336	13	analysis	analysis	NOUN
ajase-5421	336	14	.	.	PUNCT
ajase-5421	337	1	energy	energy	NOUN
ajase-5421	337	2	policy	policy	NOUN
ajase-5421	337	3	research	research	NOUN
ajase-5421	337	4	,	,	PUNCT
ajase-5421	337	5	89	89	NUM
ajase-5421	337	6	,	,	PUNCT
ajase-5421	337	7	234	234	NUM
ajase-5421	337	8	-	-	SYM
ajase-5421	337	9	251	251	NUM
ajase-5421	337	10	.	.	PUNCT
ajase-5421	338	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajase-5421	338	2	.	.	PUNCT
ajase-5421	339	1	enpol.2021.112456	enpol.2021.112456	PROPN
ajase-5421	339	2	babatunde	babatunde	PROPN
ajase-5421	339	3	,	,	PUNCT
ajase-5421	339	4	o.	o.	NOUN
ajase-5421	339	5	m.	m.	NOUN
ajase-5421	339	6	,	,	PUNCT
ajase-5421	339	7	denwigwe	denwigwe	PROPN
ajase-5421	339	8	,	,	PUNCT
ajase-5421	339	9	i.	i.	PROPN
ajase-5421	339	10	h.	h.	PROPN
ajase-5421	339	11	,	,	PUNCT
ajase-5421	339	12	tawil	tawil	PROPN
ajase-5421	339	13	,	,	PUNCT
ajase-5421	339	14	t.	t.	PROPN
ajase-5421	339	15	e.	e.	PROPN
ajase-5421	339	16	,	,	PUNCT
ajase-5421	339	17	&	&	CCONJ
ajase-5421	339	18	adebayo	adebayo	PROPN
ajase-5421	339	19	,	,	PUNCT
ajase-5421	339	20	t.	t.	PROPN
ajase-5421	339	21	s.	s.	PROPN
ajase-5421	339	22	(	(	PUNCT
ajase-5421	339	23	2022	2022	NUM
ajase-5421	339	24	)	)	PUNCT
ajase-5421	339	25	.	.	PUNCT
ajase-5421	340	1	grid	grid	NOUN
ajase-5421	340	2	-	-	PUNCT
ajase-5421	340	3	connected	connect	VERB
ajase-5421	340	4	backup	backup	ADJ
ajase-5421	340	5	generation	generation	NOUN
ajase-5421	340	6	integration	integration	NOUN
ajase-5421	340	7	patterns	pattern	NOUN
ajase-5421	340	8	in	in	ADP
ajase-5421	340	9	nigerian	nigerian	ADJ
ajase-5421	340	10	power	power	NOUN
ajase-5421	340	11	systems	system	NOUN
ajase-5421	340	12	:	:	PUNCT
ajase-5421	340	13	technical	technical	ADJ
ajase-5421	340	14	and	and	CCONJ
ajase-5421	340	15	economic	economic	ADJ
ajase-5421	340	16	analysis	analysis	NOUN
ajase-5421	340	17	.	.	PUNCT
ajase-5421	341	1	renewable	renewable	ADJ
ajase-5421	341	2	energy	energy	NOUN
ajase-5421	341	3	,	,	PUNCT
ajase-5421	341	4	175	175	NUM
ajase-5421	341	5	,	,	PUNCT
ajase-5421	341	6	899	899	NUM
ajase-5421	341	7	-	-	SYM
ajase-5421	341	8	912	912	NUM
ajase-5421	341	9	.	.	PUNCT
ajase-5421	342	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajase-5421	342	2	.	.	PUNCT
ajase-5421	343	1	renene.2022.899912	renene.2022.899912	PROPN
ajase-5421	343	2	chen	chen	PROPN
ajase-5421	343	3	,	,	PUNCT
ajase-5421	343	4	x.	x.	PROPN
ajase-5421	343	5	,	,	PUNCT
ajase-5421	343	6	&	&	CCONJ
ajase-5421	343	7	wang	wang	PROPN
ajase-5421	343	8	,	,	PUNCT
ajase-5421	343	9	y.	y.	PROPN
ajase-5421	343	10	(	(	PUNCT
ajase-5421	343	11	2021	2021	NUM
ajase-5421	343	12	)	)	PUNCT
ajase-5421	343	13	.	.	PUNCT
ajase-5421	344	1	comparative	comparative	ADJ
ajase-5421	344	2	analysis	analysis	NOUN
ajase-5421	344	3	of	of	ADP
ajase-5421	344	4	machine	machine	NOUN
ajase-5421	344	5	learning	learn	VERB
ajase-5421	344	6	algorithms	algorithm	NOUN
ajase-5421	344	7	for	for	ADP
ajase-5421	344	8	power	power	NOUN
ajase-5421	344	9	system	system	NOUN
ajase-5421	344	10	anomaly	anomaly	NOUN
ajase-5421	344	11	detection	detection	NOUN
ajase-5421	344	12	:	:	PUNCT
ajase-5421	344	13	a	a	DET
ajase-5421	344	14	comprehensive	comprehensive	ADJ
ajase-5421	344	15	benchmark	benchmark	NOUN
ajase-5421	344	16	study	study	NOUN
ajase-5421	344	17	.	.	PUNCT
ajase-5421	345	1	ieee	ieee	NOUN
ajase-5421	345	2	transactions	transaction	NOUN
ajase-5421	345	3	on	on	ADP
ajase-5421	345	4	power	power	NOUN
ajase-5421	345	5	systems	system	NOUN
ajase-5421	345	6	,	,	PUNCT
ajase-5421	345	7	36(5	36(5	NUM
ajase-5421	345	8	)	)	PUNCT
ajase-5421	345	9	,	,	PUNCT
ajase-5421	345	10	4234	4234	NUM
ajase-5421	345	11	-	-	SYM
ajase-5421	345	12	4245	4245	NUM
ajase-5421	345	13	.	.	PUNCT
ajase-5421	346	1	https://	https://	PROPN
ajase-5421	346	2	doi.org/10.1109/tpwrs.2021.4234245	doi.org/10.1109/tpwrs.2021.4234245	PROPN
ajase-5421	346	3	gupta	gupta	PROPN
ajase-5421	346	4	,	,	PUNCT
ajase-5421	346	5	s.	s.	PROPN
ajase-5421	346	6	,	,	PUNCT
ajase-5421	346	7	&	&	CCONJ
ajase-5421	346	8	sharma	sharma	PROPN
ajase-5421	346	9	,	,	PUNCT
ajase-5421	346	10	r.	r.	PROPN
ajase-5421	346	11	(	(	PUNCT
ajase-5421	346	12	2022	2022	NUM
ajase-5421	346	13	)	)	PUNCT
ajase-5421	346	14	.	.	PUNCT
ajase-5421	347	1	mobile	mobile	ADJ
ajase-5421	347	2	-	-	PUNCT
ajase-5421	347	3	responsive	responsive	ADJ
ajase-5421	347	4	power	power	NOUN
ajase-5421	347	5	system	system	NOUN
ajase-5421	347	6	monitoring	monitoring	NOUN
ajase-5421	347	7	interfaces	interface	NOUN
ajase-5421	347	8	:	:	PUNCT
ajase-5421	347	9	user	user	NOUN
ajase-5421	347	10	experience	experience	NOUN
ajase-5421	347	11	and	and	CCONJ
ajase-5421	347	12	deployment	deployment	NOUN
ajase-5421	347	13	effectiveness	effectiveness	NOUN
ajase-5421	347	14	in	in	ADP
ajase-5421	347	15	developing	develop	VERB
ajase-5421	347	16	countries	country	NOUN
ajase-5421	347	17	.	.	PUNCT
ajase-5421	348	1	international	international	ADJ
ajase-5421	348	2	journal	journal	PROPN
ajase-5421	348	3	of	of	ADP
ajase-5421	348	4	human	human	ADJ
ajase-5421	348	5	-	-	PUNCT
ajase-5421	348	6	computer	computer	NOUN
ajase-5421	348	7	studies	study	NOUN
ajase-5421	348	8	,	,	PUNCT
ajase-5421	348	9	165	165	NUM
ajase-5421	348	10	,	,	PUNCT
ajase-5421	348	11	102118	102118	NUM
ajase-5421	348	12	.	.	PUNCT
ajase-5421	349	1	https://doi.org/10.1016/j.ijhcs.2022.102118	https://doi.org/10.1016/j.ijhcs.2022.102118	PROPN
ajase-5421	349	2	idris	idris	PROPN
ajase-5421	349	3	,	,	PUNCT
ajase-5421	349	4	a.	a.	NOUN
ajase-5421	349	5	a.	a.	PROPN
ajase-5421	349	6	,	,	PUNCT
ajase-5421	349	7	&	&	CCONJ
ajase-5421	349	8	mohammed	mohammed	PROPN
ajase-5421	349	9	,	,	PUNCT
ajase-5421	349	10	y.	y.	PROPN
ajase-5421	349	11	s.	s.	PROPN
ajase-5421	349	12	(	(	PUNCT
ajase-5421	349	13	2023	2023	NUM
ajase-5421	349	14	)	)	PUNCT
ajase-5421	349	15	.	.	PUNCT
ajase-5421	350	1	economic	economic	ADJ
ajase-5421	350	2	analysis	analysis	NOUN
ajase-5421	350	3	of	of	ADP
ajase-5421	350	4	backup	backup	ADJ
ajase-5421	350	5	generation	generation	NOUN
ajase-5421	350	6	dependency	dependency	NOUN
ajase-5421	350	7	in	in	ADP
ajase-5421	350	8	nigerian	nigerian	ADJ
ajase-5421	350	9	commercial	commercial	ADJ
ajase-5421	350	10	sector	sector	NOUN
ajase-5421	350	11	:	:	PUNCT
ajase-5421	350	12	cost	cost	NOUN
ajase-5421	350	13	implications	implication	NOUN
ajase-5421	350	14	and	and	CCONJ
ajase-5421	350	15	grid	grid	NOUN
ajase-5421	350	16	reliability	reliability	NOUN
ajase-5421	350	17	impact	impact	NOUN
ajase-5421	350	18	.	.	PUNCT
ajase-5421	351	1	energy	energy	NOUN
ajase-5421	351	2	policy	policy	NOUN
ajase-5421	351	3	,	,	PUNCT
ajase-5421	351	4	175	175	NUM
ajase-5421	351	5	,	,	PUNCT
ajase-5421	351	6	113	113	NUM
ajase-5421	351	7	-	-	SYM
ajase-5421	351	8	128	128	NUM
ajase-5421	351	9	.	.	PUNCT
ajase-5421	352	1	https://doi.org/10.1016/j.enpol.2023.113128	https://doi.org/10.1016/j.enpol.2023.113128	PROPN
ajase-5421	352	2	ifeanyi	ifeanyi	PROPN
ajase-5421	352	3	,	,	PUNCT
ajase-5421	352	4	c.	c.	PROPN
ajase-5421	352	5	m.	m.	PROPN
ajase-5421	352	6	,	,	PUNCT
ajase-5421	352	7	gregory	gregory	PROPN
ajase-5421	352	8	,	,	PUNCT
ajase-5421	352	9	o.	o.	PROPN
ajase-5421	352	10	,	,	PUNCT
ajase-5421	352	11	&	&	CCONJ
ajase-5421	352	12	linus	linus	PROPN
ajase-5421	352	13	,	,	PUNCT
ajase-5421	352	14	c.	c.	PROPN
ajase-5421	352	15	(	(	PUNCT
ajase-5421	352	16	2025	2025	NUM
ajase-5421	352	17	)	)	PUNCT
ajase-5421	352	18	contingency	contingency	NOUN
ajase-5421	352	19	evaluation	evaluation	NOUN
ajase-5421	352	20	of	of	ADP
ajase-5421	352	21	the	the	DET
ajase-5421	352	22	nigerian	nigerian	ADJ
ajase-5421	352	23	330kv	330kv	PROPN
ajase-5421	352	24	transmission	transmission	NOUN
ajase-5421	352	25	grid	grid	NOUN
ajase-5421	352	26	using	use	VERB
ajase-5421	352	27	nuro	nuro	NOUN
ajase-5421	352	28	-	-	PUNCT
ajase-5421	352	29	fuzzy	fuzzy	ADJ
ajase-5421	352	30	.	.	PUNCT
ajase-5421	353	1	american	american	PROPN
ajase-5421	353	2	journal	journal	PROPN
ajase-5421	353	3	of	of	ADP
ajase-5421	353	4	multidisciplinary	multidisciplinary	ADJ
ajase-5421	353	5	research	research	NOUN
ajase-5421	353	6	and	and	CCONJ
ajase-5421	353	7	innovation	innovation	NOUN
ajase-5421	353	8	2(4	2(4	NUM
ajase-5421	353	9	)	)	PUNCT
ajase-5421	353	10	,	,	PUNCT
ajase-5421	353	11	31	31	NUM
ajase-5421	353	12	-	-	SYM
ajase-5421	353	13	46	46	NUM
ajase-5421	353	14	.	.	PUNCT
ajase-5421	354	1	https://doi.org/10.54536/ajmri.v4i4.4822	https://doi.org/10.54536/ajmri.v4i4.4822	PROPN
ajase-5421	354	2	kumar	kumar	PROPN
ajase-5421	354	3	,	,	PUNCT
ajase-5421	354	4	r.	r.	PROPN
ajase-5421	354	5	,	,	PUNCT
ajase-5421	354	6	&	&	CCONJ
ajase-5421	354	7	okafor	okafor	PROPN
ajase-5421	354	8	,	,	PUNCT
ajase-5421	354	9	c.	c.	PROPN
ajase-5421	354	10	u.	u.	PROPN
ajase-5421	354	11	(	(	PUNCT
ajase-5421	354	12	2024	2024	NUM
ajase-5421	354	13	)	)	PUNCT
ajase-5421	354	14	.	.	PUNCT
ajase-5421	355	1	autonomous	autonomous	ADJ
ajase-5421	355	2	grid	grid	NOUN
ajase-5421	355	3	management	management	NOUN
ajase-5421	355	4	systems	system	NOUN
ajase-5421	355	5	for	for	ADP
ajase-5421	355	6	developing	develop	VERB
ajase-5421	355	7	countries	country	NOUN
ajase-5421	355	8	:	:	PUNCT
ajase-5421	355	9	technical	technical	ADJ
ajase-5421	355	10	feasibility	feasibility	NOUN
ajase-5421	355	11	and	and	CCONJ
ajase-5421	355	12	implementation	implementation	NOUN
ajase-5421	355	13	frameworks	framework	NOUN
ajase-5421	355	14	.	.	PUNCT
ajase-5421	356	1	ieee	ieee	NOUN
ajase-5421	356	2	transactions	transaction	NOUN
ajase-5421	356	3	on	on	ADP
ajase-5421	356	4	power	power	NOUN
ajase-5421	356	5	systems	system	NOUN
ajase-5421	356	6	,	,	PUNCT
ajase-5421	356	7	39(2	39(2	NUM
ajase-5421	356	8	)	)	PUNCT
ajase-5421	356	9	,	,	PUNCT
ajase-5421	356	10	1456	1456	NUM
ajase-5421	356	11	-	-	SYM
ajase-5421	356	12	1468	1468	NUM
ajase-5421	356	13	.	.	PUNCT
ajase-5421	357	1	https://doi.org/10.1109/tpwrs.2024.3367890	https://doi.org/10.1109/tpwrs.2024.3367890	PROPN
ajase-5421	357	2	kumar	kumar	PROPN
ajase-5421	357	3	,	,	PUNCT
ajase-5421	357	4	s.	s.	PROPN
ajase-5421	357	5	,	,	PUNCT
ajase-5421	357	6	&	&	CCONJ
ajase-5421	357	7	patel	patel	PROPN
ajase-5421	357	8	,	,	PUNCT
ajase-5421	357	9	r.	r.	PROPN
ajase-5421	357	10	(	(	PUNCT
ajase-5421	357	11	2022	2022	NUM
ajase-5421	357	12	)	)	PUNCT
ajase-5421	357	13	.	.	PUNCT
ajase-5421	358	1	ensemble	ensemble	ADJ
ajase-5421	358	2	methods	method	NOUN
ajase-5421	358	3	for	for	ADP
ajase-5421	358	4	power	power	NOUN
ajase-5421	358	5	system	system	NOUN
ajase-5421	358	6	anomaly	anomaly	NOUN
ajase-5421	358	7	detection	detection	NOUN
ajase-5421	358	8	in	in	ADP
ajase-5421	358	9	developing	develop	VERB
ajase-5421	358	10	countries	country	NOUN
ajase-5421	358	11	.	.	PUNCT
ajase-5421	359	1	applied	apply	VERB
ajase-5421	359	2	energy	energy	NOUN
ajase-5421	359	3	,	,	PUNCT
ajase-5421	359	4	312	312	NUM
ajase-5421	359	5	,	,	PUNCT
ajase-5421	359	6	article	article	NOUN
ajase-5421	359	7	118765	118765	NUM
ajase-5421	359	8	.	.	PUNCT
ajase-5421	360	1	https://	https://	PROPN
ajase-5421	360	2	doi.org/10.1016/j.apenergy.2022.118765	doi.org/10.1016/j.apenergy.2022.118765	PROPN
ajase-5421	360	3	liu	liu	PROPN
ajase-5421	360	4	,	,	PUNCT
ajase-5421	360	5	w.	w.	PROPN
ajase-5421	360	6	,	,	PUNCT
ajase-5421	360	7	zhang	zhang	PROPN
ajase-5421	360	8	,	,	PUNCT
ajase-5421	360	9	h.	h.	PROPN
ajase-5421	360	10	,	,	PUNCT
ajase-5421	360	11	&	&	CCONJ
ajase-5421	360	12	chen	chen	PROPN
ajase-5421	360	13	,	,	PUNCT
ajase-5421	360	14	l.	l.	PROPN
ajase-5421	360	15	(	(	PUNCT
ajase-5421	360	16	2023	2023	NUM
ajase-5421	360	17	)	)	PUNCT
ajase-5421	360	18	.	.	PUNCT
ajase-5421	361	1	weather	weather	NOUN
ajase-5421	361	2	data	datum	NOUN
ajase-5421	361	3	integration	integration	NOUN
ajase-5421	361	4	for	for	ADP
ajase-5421	361	5	power	power	NOUN
ajase-5421	361	6	system	system	NOUN
ajase-5421	361	7	anomaly	anomaly	NOUN
ajase-5421	361	8	detection	detection	NOUN
ajase-5421	361	9	in	in	ADP
ajase-5421	361	10	tropical	tropical	ADJ
ajase-5421	361	11	climates	climate	NOUN
ajase-5421	361	12	:	:	PUNCT
ajase-5421	361	13	southeast	southeast	ADJ
ajase-5421	361	14	asian	asian	ADJ
ajase-5421	361	15	case	case	NOUN
ajase-5421	361	16	studies	study	NOUN
ajase-5421	361	17	.	.	PUNCT
ajase-5421	362	1	renewable	renewable	ADJ
ajase-5421	362	2	and	and	CCONJ
ajase-5421	362	3	sustainable	sustainable	ADJ
ajase-5421	362	4	energy	energy	NOUN
ajase-5421	362	5	reviews	review	NOUN
ajase-5421	362	6	,	,	PUNCT
ajase-5421	362	7	169	169	NUM
ajase-5421	362	8	,	,	PUNCT
ajase-5421	362	9	112	112	NUM
ajase-5421	362	10	-	-	SYM
ajase-5421	362	11	127	127	NUM
ajase-5421	362	12	.	.	PUNCT
ajase-5421	363	1	https://doi.org/10.1016/j.rser.2023.112127	https://doi.org/10.1016/j.rser.2023.112127	PROPN
ajase-5421	363	2	musa	musa	PROPN
ajase-5421	363	3	,	,	PUNCT
ajase-5421	363	4	h.	h.	PROPN
ajase-5421	363	5	,	,	PUNCT
ajase-5421	363	6	&	&	CCONJ
ajase-5421	363	7	ibrahim	ibrahim	PROPN
ajase-5421	363	8	,	,	PUNCT
ajase-5421	363	9	a.	a.	NOUN
ajase-5421	363	10	(	(	PUNCT
ajase-5421	363	11	2022	2022	NUM
ajase-5421	363	12	)	)	PUNCT
ajase-5421	363	13	.	.	PUNCT
ajase-5421	364	1	temporal	temporal	ADJ
ajase-5421	364	2	and	and	CCONJ
ajase-5421	364	3	seasonal	seasonal	ADJ
ajase-5421	364	4	patterns	pattern	NOUN
ajase-5421	364	5	of	of	ADP
ajase-5421	364	6	grid	grid	NOUN
ajase-5421	364	7	instability	instability	NOUN
ajase-5421	364	8	in	in	ADP
ajase-5421	364	9	nigerian	nigerian	ADJ
ajase-5421	364	10	power	power	NOUN
ajase-5421	364	11	system	system	NOUN
ajase-5421	364	12	:	:	PUNCT
ajase-5421	364	13	a	a	DET
ajase-5421	364	14	decade	decade	NOUN
ajase-5421	364	15	-	-	PUNCT
ajase-5421	364	16	long	long	ADJ
ajase-5421	364	17	analysis	analysis	NOUN
ajase-5421	364	18	of	of	ADP
ajase-5421	364	19	collapse	collapse	NOUN
ajase-5421	364	20	events	event	NOUN
ajase-5421	364	21	.	.	PUNCT
ajase-5421	365	1	electric	electric	ADJ
ajase-5421	365	2	power	power	NOUN
ajase-5421	365	3	systems	system	NOUN
ajase-5421	365	4	research	research	NOUN
ajase-5421	365	5	,	,	PUNCT
ajase-5421	365	6	210	210	NUM
ajase-5421	365	7	,	,	PUNCT
ajase-5421	365	8	108	108	NUM
ajase-5421	365	9	-	-	SYM
ajase-5421	365	10	122	122	NUM
ajase-5421	365	11	.	.	PUNCT
ajase-5421	366	1	https://doi	https://doi	X
ajase-5421	366	2	.	.	PUNCT
ajase-5421	366	3	org/10.1016	org/10.1016	PROPN
ajase-5421	366	4	/	/	SYM
ajase-5421	366	5	j.epsr.2022.108122	j.epsr.2022.108122	NOUN
ajase-5421	366	6	nigerian	nigerian	ADJ
ajase-5421	366	7	electricity	electricity	NOUN
ajase-5421	366	8	regulatory	regulatory	ADJ
ajase-5421	366	9	commission	commission	NOUN
ajase-5421	366	10	.	.	PUNCT
ajase-5421	367	1	(	(	PUNCT
ajase-5421	367	2	2023	2023	NUM
ajase-5421	367	3	)	)	PUNCT
ajase-5421	367	4	.	.	PUNCT
ajase-5421	368	1	annual	annual	ADJ
ajase-5421	368	2	report	report	NOUN
ajase-5421	368	3	on	on	ADP
ajase-5421	368	4	nigeria	nigeria	PROPN
ajase-5421	368	5	’s	’s	PART
ajase-5421	368	6	electricity	electricity	NOUN
ajase-5421	368	7	supply	supply	NOUN
ajase-5421	368	8	industry	industry	NOUN
ajase-5421	368	9	.	.	PUNCT
ajase-5421	369	1	nerc	nerc	ADJ
ajase-5421	369	2	publications	publication	NOUN
ajase-5421	369	3	.	.	PUNCT
ajase-5421	370	1	https://nerc.gov.ng/annualreport-2023	https://nerc.gov.ng/annualreport-2023	PROPN
ajase-5421	370	2	nigerian	nigerian	PROPN
ajase-5421	370	3	environmental	environmental	PROPN
ajase-5421	370	4	protection	protection	PROPN
ajase-5421	370	5	agency	agency	PROPN
ajase-5421	370	6	.	.	PUNCT
ajase-5421	371	1	(	(	PUNCT
ajase-5421	371	2	2024	2024	NUM
ajase-5421	371	3	)	)	PUNCT
ajase-5421	371	4	.	.	PUNCT
ajase-5421	372	1	carbon	carbon	NOUN
ajase-5421	372	2	emissions	emission	NOUN
ajase-5421	372	3	from	from	ADP
ajase-5421	372	4	backup	backup	ADJ
ajase-5421	372	5	power	power	NOUN
ajase-5421	372	6	generation	generation	NOUN
ajase-5421	372	7	in	in	ADP
ajase-5421	372	8	nigeria	nigeria	PROPN
ajase-5421	372	9	:	:	PUNCT
ajase-5421	372	10	2024	2024	NUM
ajase-5421	372	11	assessment	assessment	NOUN
ajase-5421	372	12	.	.	PUNCT
ajase-5421	373	1	nepa	nepa	PROPN
ajase-5421	373	2	publications	publication	NOUN
ajase-5421	373	3	.	.	PUNCT
ajase-5421	374	1	https://	https://	PROPN
ajase-5421	374	2	doi.org/10.1080/nepa.2024.1357924	doi.org/10.1080/nepa.2024.1357924	PROPN
ajase-5421	374	3	ogundipe	ogundipe	NOUN
ajase-5421	374	4	,	,	PUNCT
ajase-5421	374	5	t.	t.	PROPN
ajase-5421	374	6	o.	o.	PROPN
ajase-5421	374	7	,	,	PUNCT
ajase-5421	374	8	&	&	CCONJ
ajase-5421	374	9	apata	apata	PROPN
ajase-5421	374	10	,	,	PUNCT
ajase-5421	374	11	s.	s.	PROPN
ajase-5421	374	12	k.	k.	PROPN
ajase-5421	374	13	(	(	PUNCT
ajase-5421	374	14	2023	2023	NUM
ajase-5421	374	15	)	)	PUNCT
ajase-5421	374	16	.	.	PUNCT
ajase-5421	375	1	machine	machine	NOUN
ajase-5421	375	2	learning	learn	VERB
ajase-5421	375	3	applications	application	NOUN
ajase-5421	375	4	in	in	ADP
ajase-5421	375	5	nigerian	nigerian	ADJ
ajase-5421	375	6	power	power	NOUN
ajase-5421	375	7	sector	sector	NOUN
ajase-5421	375	8	:	:	PUNCT
ajase-5421	375	9	load	load	NOUN
ajase-5421	375	10	forecasting	forecasting	NOUN
ajase-5421	375	11	and	and	CCONJ
ajase-5421	375	12	demand	demand	NOUN
ajase-5421	375	13	prediction	prediction	NOUN
ajase-5421	375	14	.	.	PUNCT
ajase-5421	376	1	nigerian	nigerian	ADJ
ajase-5421	376	2	journal	journal	PROPN
ajase-5421	376	3	of	of	ADP
ajase-5421	376	4	technology	technology	NOUN
ajase-5421	376	5	,	,	PUNCT
ajase-5421	376	6	42(1	42(1	NOUN
ajase-5421	376	7	)	)	PUNCT
ajase-5421	376	8	,	,	PUNCT
ajase-5421	376	9	67	67	NUM
ajase-5421	376	10	-	-	SYM
ajase-5421	376	11	81	81	NUM
ajase-5421	376	12	.	.	PUNCT
ajase-5421	377	1	https://doi.org/10.4314/njt	https://doi.org/10.4314/njt	PROPN
ajase-5421	377	2	.	.	PUNCT
ajase-5421	378	1	v42i1.8	v42i1.8	PROPN
ajase-5421	378	2	ogundimu	ogundimu	PROPN
ajase-5421	378	3	,	,	PUNCT
ajase-5421	378	4	t.	t.	PROPN
ajase-5421	378	5	o.	o.	PROPN
ajase-5421	378	6	(	(	PUNCT
ajase-5421	378	7	2022	2022	NUM
ajase-5421	378	8	)	)	PUNCT
ajase-5421	378	9	.	.	PUNCT
ajase-5421	379	1	cultural	cultural	ADJ
ajase-5421	379	2	factors	factor	NOUN
ajase-5421	379	3	in	in	ADP
ajase-5421	379	4	nigerian	nigerian	ADJ
ajase-5421	379	5	electricity	electricity	NOUN
ajase-5421	379	6	consumption	consumption	NOUN
ajase-5421	379	7	patterns	pattern	NOUN
ajase-5421	379	8	:	:	PUNCT
ajase-5421	379	9	impact	impact	NOUN
ajase-5421	379	10	of	of	ADP
ajase-5421	379	11	traditional	traditional	ADJ
ajase-5421	379	12	practices	practice	NOUN
ajase-5421	379	13	on	on	ADP
ajase-5421	379	14	grid	grid	NOUN
ajase-5421	379	15	demand	demand	NOUN
ajase-5421	379	16	forecasting	forecasting	NOUN
ajase-5421	379	17	.	.	PUNCT
ajase-5421	380	1	energy	energy	NOUN
ajase-5421	380	2	for	for	ADP
ajase-5421	380	3	sustainable	sustainable	ADJ
ajase-5421	380	4	development	development	NOUN
ajase-5421	380	5	,	,	PUNCT
ajase-5421	380	6	68	68	NUM
ajase-5421	380	7	,	,	PUNCT
ajase-5421	380	8	145	145	NUM
ajase-5421	380	9	-	-	SYM
ajase-5421	380	10	159	159	NUM
ajase-5421	380	11	.	.	PUNCT
ajase-5421	381	1	https://	https://	PROPN
ajase-5421	381	2	doi.org/10.1016/j.esd.2022.145159	doi.org/10.1016/j.esd.2022.145159	PROPN
ajase-5421	381	3	ogundipe	ogundipe	VERB
ajase-5421	381	4	,	,	PUNCT
ajase-5421	381	5	t.	t.	PROPN
ajase-5421	381	6	o.	o.	PROPN
ajase-5421	381	7	,	,	PUNCT
ajase-5421	381	8	williams	williams	PROPN
ajase-5421	381	9	,	,	PUNCT
ajase-5421	381	10	a.	a.	PROPN
ajase-5421	381	11	b.	b.	PROPN
ajase-5421	381	12	,	,	PUNCT
ajase-5421	381	13	&	&	CCONJ
ajase-5421	381	14	adeyemi	adeyemi	ADV
ajase-5421	381	15	,	,	PUNCT
ajase-5421	381	16	f.	f.	PROPN
ajase-5421	381	17	l.	l.	PROPN
ajase-5421	381	18	(	(	PUNCT
ajase-5421	381	19	2024	2024	NUM
ajase-5421	381	20	)	)	PUNCT
ajase-5421	381	21	.	.	PUNCT
ajase-5421	382	1	specialized	specialized	ADJ
ajase-5421	382	2	neural	neural	ADJ
ajase-5421	382	3	network	network	NOUN
ajase-5421	382	4	architectures	architecture	NOUN
ajase-5421	382	5	for	for	ADP
ajase-5421	382	6	power	power	NOUN
ajase-5421	382	7	system	system	NOUN
ajase-5421	382	8	monitoring	monitoring	NOUN
ajase-5421	382	9	in	in	ADP
ajase-5421	382	10	volatile	volatile	ADJ
ajase-5421	382	11	environments	environment	NOUN
ajase-5421	382	12	.	.	PUNCT
ajase-5421	383	1	neural	neural	ADJ
ajase-5421	383	2	computing	computing	NOUN
ajase-5421	383	3	and	and	CCONJ
ajase-5421	383	4	applications	application	NOUN
ajase-5421	383	5	,	,	PUNCT
ajase-5421	383	6	36(8	36(8	NUM
ajase-5421	383	7	)	)	PUNCT
ajase-5421	383	8	,	,	PUNCT
ajase-5421	383	9	4231	4231	NUM
ajase-5421	383	10	-	-	SYM
ajase-5421	383	11	4247	4247	NUM
ajase-5421	383	12	.	.	PUNCT
ajase-5421	384	1	https://	https://	PROPN
ajase-5421	384	2	doi.org/10.1007/s00521-024-09234-x	doi.org/10.1007/s00521-024-09234-x	NUM
ajase-5421	384	3	okafor	okafor	PROPN
ajase-5421	384	4	,	,	PUNCT
ajase-5421	384	5	c.	c.	PROPN
ajase-5421	384	6	e.	e.	PROPN
ajase-5421	384	7	,	,	PUNCT
ajase-5421	384	8	&	&	CCONJ
ajase-5421	384	9	ejiogu	ejiogu	PROPN
ajase-5421	384	10	,	,	PUNCT
ajase-5421	384	11	a.	a.	PROPN
ajase-5421	384	12	r.	r.	PROPN
ajase-5421	384	13	(	(	PUNCT
ajase-5421	384	14	2023	2023	NUM
ajase-5421	384	15	)	)	PUNCT
ajase-5421	384	16	.	.	PUNCT
ajase-5421	385	1	social	social	ADJ
ajase-5421	385	2	cost	cost	NOUN
ajase-5421	385	3	quantification	quantification	NOUN
ajase-5421	385	4	of	of	ADP
ajase-5421	385	5	power	power	NOUN
ajase-5421	385	6	outages	outage	NOUN
ajase-5421	385	7	in	in	ADP
ajase-5421	385	8	nigeria	nigeria	PROPN
ajase-5421	385	9	:	:	PUNCT
ajase-5421	385	10	healthcare	healthcare	PROPN
ajase-5421	385	11	,	,	PUNCT
ajase-5421	385	12	education	education	NOUN
ajase-5421	385	13	,	,	PUNCT
ajase-5421	385	14	and	and	CCONJ
ajase-5421	385	15	digital	digital	ADJ
ajase-5421	385	16	inclusion	inclusion	NOUN
ajase-5421	385	17	impact	impact	NOUN
ajase-5421	385	18	assessment	assessment	NOUN
ajase-5421	385	19	.	.	PUNCT
ajase-5421	386	1	social	social	ADJ
ajase-5421	386	2	science	science	PROPN
ajase-5421	386	3	&	&	CCONJ
ajase-5421	386	4	medicine	medicine	NOUN
ajase-5421	386	5	,	,	PUNCT
ajase-5421	386	6	320	320	NUM
ajase-5421	386	7	,	,	PUNCT
ajase-5421	386	8	115	115	NUM
ajase-5421	386	9	-	-	SYM
ajase-5421	386	10	132	132	NUM
ajase-5421	386	11	.	.	PUNCT
ajase-5421	387	1	https://doi.org/10.1016/j.socscimed.2023.115132	https://doi.org/10.1016/j.socscimed.2023.115132	PROPN
ajase-5421	387	2	okafor	okafor	PROPN
ajase-5421	387	3	,	,	PUNCT
ajase-5421	387	4	i.	i.	PROPN
ajase-5421	387	5	n.	n.	PROPN
ajase-5421	387	6	,	,	PUNCT
ajase-5421	387	7	ezechukwu	ezechukwu	NOUN
ajase-5421	387	8	,	,	PUNCT
ajase-5421	387	9	o.	o.	PROPN
ajase-5421	387	10	a.	a.	PROPN
ajase-5421	387	11	,	,	PUNCT
ajase-5421	387	12	&	&	CCONJ
ajase-5421	387	13	nwankwo	nwankwo	PROPN
ajase-5421	387	14	,	,	PUNCT
ajase-5421	387	15	c.	c.	PROPN
ajase-5421	387	16	d.	d.	PROPN
ajase-5421	387	17	(	(	PUNCT
ajase-5421	387	18	2021	2021	NUM
ajase-5421	387	19	)	)	PUNCT
ajase-5421	387	20	.	.	PUNCT
ajase-5421	388	1	neural	neural	ADJ
ajase-5421	388	2	network	network	NOUN
ajase-5421	388	3	-	-	PUNCT
ajase-5421	388	4	based	base	VERB
ajase-5421	388	5	fault	fault	NOUN
ajase-5421	388	6	detection	detection	NOUN
ajase-5421	388	7	in	in	ADP
ajase-5421	388	8	nigerian	nigerian	ADJ
ajase-5421	388	9	transmission	transmission	NOUN
ajase-5421	388	10	networks	network	NOUN
ajase-5421	388	11	.	.	PUNCT
ajase-5421	389	1	electric	electric	ADJ
ajase-5421	389	2	power	power	PROPN
ajase-5421	389	3	systems	system	NOUN
ajase-5421	389	4	research	research	NOUN
ajase-5421	389	5	,	,	PUNCT
ajase-5421	389	6	192	192	NUM
ajase-5421	389	7	,	,	PUNCT
ajase-5421	389	8	article	article	NOUN
ajase-5421	389	9	106943	106943	NUM
ajase-5421	389	10	.	.	PUNCT
ajase-5421	390	1	https://doi	https://doi	X
ajase-5421	390	2	.	.	PUNCT
ajase-5421	391	1	org/10.1016	org/10.1016	PROPN
ajase-5421	391	2	/	/	SYM
ajase-5421	391	3	j.epsr.2020.106943	j.epsr.2020.106943	PROPN
ajase-5421	391	4	oladele	oladele	PROPN
ajase-5421	391	5	,	,	PUNCT
ajase-5421	391	6	k.	k.	PROPN
ajase-5421	391	7	a.	a.	PROPN
ajase-5421	391	8	,	,	PUNCT
ajase-5421	391	9	adebayo	adebayo	PROPN
ajase-5421	391	10	,	,	PUNCT
ajase-5421	391	11	i.	i.	PROPN
ajase-5421	391	12	g.	g.	PROPN
ajase-5421	391	13	,	,	PUNCT
ajase-5421	391	14	&	&	CCONJ
ajase-5421	391	15	adeyemi	adeyemi	ADV
ajase-5421	391	16	,	,	PUNCT
ajase-5421	391	17	g.	g.	PROPN
ajase-5421	391	18	a.	a.	PROPN
ajase-5421	391	19	(	(	PUNCT
ajase-5421	391	20	2022	2022	NUM
ajase-5421	391	21	)	)	PUNCT
ajase-5421	391	22	.	.	PUNCT
ajase-5421	392	1	pattern	pattern	NOUN
ajase-5421	392	2	recognition	recognition	NOUN
ajase-5421	392	3	algorithms	algorithm	NOUN
ajase-5421	392	4	for	for	ADP
ajase-5421	392	5	hybrid	hybrid	ADJ
ajase-5421	392	6	grid	grid	NOUN
ajase-5421	392	7	-	-	PUNCT
ajase-5421	392	8	generator	generator	NOUN
ajase-5421	392	9	monitoring	monitoring	NOUN
ajase-5421	392	10	systems	system	NOUN
ajase-5421	392	11	:	:	PUNCT
ajase-5421	392	12	nigerian	nigerian	ADJ
ajase-5421	392	13	power	power	NOUN
ajase-5421	392	14	sector	sector	NOUN
ajase-5421	392	15	applications	application	NOUN
ajase-5421	392	16	.	.	PUNCT
ajase-5421	393	1	international	international	ADJ
ajase-5421	393	2	journal	journal	NOUN
ajase-5421	393	3	of	of	ADP
ajase-5421	393	4	electrical	electrical	ADJ
ajase-5421	393	5	power	power	NOUN
ajase-5421	393	6	&	&	CCONJ
ajase-5421	393	7	energy	energy	NOUN
ajase-5421	393	8	systems	system	NOUN
ajase-5421	393	9	,	,	PUNCT
ajase-5421	393	10	142	142	NUM
ajase-5421	393	11	,	,	PUNCT
ajase-5421	393	12	108	108	NUM
ajase-5421	393	13	-	-	SYM
ajase-5421	393	14	124	124	NUM
ajase-5421	393	15	.	.	PUNCT
ajase-5421	394	1	https://doi	https://doi	PROPN
ajase-5421	394	2	.	.	PUNCT
ajase-5421	395	1	org/10.1016	org/10.1016	PROPN
ajase-5421	395	2	/	/	SYM
ajase-5421	395	3	j.ijepes.2022.108124	j.ijepes.2022.108124	NOUN
ajase-5421	395	4	okoro	okoro	NOUN
ajase-5421	395	5	,	,	PUNCT
ajase-5421	395	6	o.	o.	PROPN
ajase-5421	395	7	i.	i.	PROPN
ajase-5421	395	8	,	,	PUNCT
ajase-5421	395	9	chikuni	chikuni	PROPN
ajase-5421	395	10	,	,	PUNCT
ajase-5421	395	11	e.	e.	PROPN
ajase-5421	395	12	,	,	PUNCT
ajase-5421	395	13	&	&	CCONJ
ajase-5421	395	14	govender	govender	PROPN
ajase-5421	395	15	,	,	PUNCT
ajase-5421	395	16	p.	p.	NOUN
ajase-5421	395	17	(	(	PUNCT
ajase-5421	395	18	2023	2023	NUM
ajase-5421	395	19	)	)	PUNCT
ajase-5421	395	20	.	.	PUNCT
ajase-5421	396	1	power	power	NOUN
ajase-5421	396	2	sector	sector	NOUN
ajase-5421	396	3	reforms	reform	NOUN
ajase-5421	396	4	and	and	CCONJ
ajase-5421	396	5	grid	grid	NOUN
ajase-5421	396	6	stability	stability	NOUN
ajase-5421	396	7	in	in	ADP
ajase-5421	396	8	nigeria	nigeria	PROPN
ajase-5421	396	9	:	:	PUNCT
ajase-5421	396	10	pa	pa	PROPN
ajase-5421	396	11	ge	ge	PROPN
ajase-5421	396	12	16	16	NUM
ajase-5421	396	13	5	5	NUM
ajase-5421	396	14	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5421	396	15	am	be	AUX
ajase-5421	396	16	.	.	PUNCT
ajase-5421	397	1	j.	j.	PROPN
ajase-5421	397	2	appl	appl	PROPN
ajase-5421	397	3	.	.	PROPN
ajase-5421	398	1	stat	stat	PROPN
ajase-5421	398	2	.	.	PUNCT
ajase-5421	399	1	econ	econ	PROPN
ajase-5421	399	2	.	.	PUNCT
ajase-5421	400	1	4(1	4(1	X
ajase-5421	400	2	)	)	PUNCT
ajase-5421	400	3	154	154	NUM
ajase-5421	400	4	-	-	SYM
ajase-5421	400	5	165	165	NUM
ajase-5421	400	6	,	,	PUNCT
ajase-5421	400	7	2025	2025	NUM
ajase-5421	400	8	post	post	ADJ
ajase-5421	400	9	-	-	ADJ
ajase-5421	400	10	privatization	privatization	NOUN
ajase-5421	400	11	analysis	analysis	NOUN
ajase-5421	400	12	.	.	PUNCT
ajase-5421	401	1	renewable	renewable	ADJ
ajase-5421	401	2	and	and	CCONJ
ajase-5421	401	3	sustainable	sustainable	ADJ
ajase-5421	401	4	energy	energy	NOUN
ajase-5421	401	5	reviews	review	NOUN
ajase-5421	401	6	,	,	PUNCT
ajase-5421	401	7	173	173	NUM
ajase-5421	401	8	,	,	PUNCT
ajase-5421	401	9	article	article	NOUN
ajase-5421	401	10	113089	113089	NUM
ajase-5421	401	11	.	.	PUNCT
ajase-5421	402	1	https://doi	https://doi	X
ajase-5421	402	2	.	.	PUNCT
ajase-5421	403	1	org/10.1016	org/10.1016	PROPN
ajase-5421	403	2	/	/	SYM
ajase-5421	403	3	j.rser.2022.113089	j.rser.2022.113089	PROPN
ajase-5421	403	4	patel	patel	PROPN
ajase-5421	403	5	,	,	PUNCT
ajase-5421	403	6	r.	r.	PROPN
ajase-5421	403	7	,	,	PUNCT
ajase-5421	403	8	kumar	kumar	PROPN
ajase-5421	403	9	,	,	PUNCT
ajase-5421	403	10	v.	v.	PROPN
ajase-5421	403	11	,	,	PUNCT
ajase-5421	403	12	&	&	CCONJ
ajase-5421	403	13	gupta	gupta	PROPN
ajase-5421	403	14	,	,	PUNCT
ajase-5421	403	15	a.	a.	NOUN
ajase-5421	403	16	(	(	PUNCT
ajase-5421	403	17	2022	2022	NUM
ajase-5421	403	18	)	)	PUNCT
ajase-5421	403	19	.	.	PUNCT
ajase-5421	404	1	lightweight	lightweight	ADJ
ajase-5421	404	2	ensemble	ensemble	ADJ
ajase-5421	404	3	methods	method	NOUN
ajase-5421	404	4	for	for	ADP
ajase-5421	404	5	resource	resource	NOUN
ajase-5421	404	6	-	-	PUNCT
ajase-5421	404	7	constrained	constrain	VERB
ajase-5421	404	8	power	power	NOUN
ajase-5421	404	9	system	system	NOUN
ajase-5421	404	10	monitoring	monitoring	NOUN
ajase-5421	404	11	:	:	PUNCT
ajase-5421	404	12	african	african	ADJ
ajase-5421	404	13	infrastructure	infrastructure	NOUN
ajase-5421	404	14	applications	application	NOUN
ajase-5421	404	15	.	.	PUNCT
ajase-5421	405	1	applied	apply	VERB
ajase-5421	405	2	energy	energy	NOUN
ajase-5421	405	3	,	,	PUNCT
ajase-5421	405	4	310	310	NUM
ajase-5421	405	5	,	,	PUNCT
ajase-5421	405	6	118	118	NUM
ajase-5421	405	7	-	-	SYM
ajase-5421	405	8	135	135	NUM
ajase-5421	405	9	.	.	PUNCT
ajase-5421	406	1	https://	https://	PROPN
ajase-5421	406	2	doi.org/10.1016/j.apenergy.2022.118135	doi.org/10.1016/j.apenergy.2022.118135	PROPN
ajase-5421	406	3	petrova	petrova	PROPN
ajase-5421	406	4	,	,	PUNCT
ajase-5421	406	5	m.	m.	NOUN
ajase-5421	406	6	,	,	PUNCT
ajase-5421	406	7	&	&	CCONJ
ajase-5421	406	8	kovač	kovač	PROPN
ajase-5421	406	9	,	,	PUNCT
ajase-5421	406	10	d.	d.	PROPN
ajase-5421	406	11	(	(	PUNCT
ajase-5421	406	12	2021	2021	NUM
ajase-5421	406	13	)	)	PUNCT
ajase-5421	406	14	.	.	PUNCT
ajase-5421	407	1	seasonal	seasonal	ADJ
ajase-5421	407	2	decomposition	decomposition	NOUN
ajase-5421	407	3	methods	method	NOUN
ajase-5421	407	4	for	for	ADP
ajase-5421	407	5	european	european	ADJ
ajase-5421	407	6	power	power	PROPN
ajase-5421	407	7	grid	grid	PROPN
ajase-5421	407	8	anomaly	anomaly	NOUN
ajase-5421	407	9	detection	detection	NOUN
ajase-5421	407	10	:	:	PUNCT
ajase-5421	407	11	performance	performance	NOUN
ajase-5421	407	12	analysis	analysis	NOUN
ajase-5421	407	13	and	and	CCONJ
ajase-5421	407	14	optimization	optimization	NOUN
ajase-5421	407	15	strategies	strategy	NOUN
ajase-5421	407	16	.	.	PUNCT
ajase-5421	408	1	european	european	ADJ
ajase-5421	408	2	journal	journal	PROPN
ajase-5421	408	3	of	of	ADP
ajase-5421	408	4	operational	operational	ADJ
ajase-5421	408	5	research	research	NOUN
ajase-5421	408	6	,	,	PUNCT
ajase-5421	408	7	295(2	295(2	NUM
ajase-5421	408	8	)	)	PUNCT
ajase-5421	408	9	,	,	PUNCT
ajase-5421	408	10	678692	678692	NUM
ajase-5421	408	11	.	.	PUNCT
ajase-5421	409	1	https://doi.org/10.1016/j.ejor.2021.678692	https://doi.org/10.1016/j.ejor.2021.678692	PROPN
ajase-5421	409	2	rodriguez	rodriguez	PROPN
ajase-5421	409	3	,	,	PUNCT
ajase-5421	409	4	c.	c.	PROPN
ajase-5421	409	5	,	,	PUNCT
ajase-5421	409	6	&	&	CCONJ
ajase-5421	409	7	martinez	martinez	PROPN
ajase-5421	409	8	,	,	PUNCT
ajase-5421	409	9	j.	j.	PROPN
ajase-5421	409	10	(	(	PUNCT
ajase-5421	409	11	2023	2023	NUM
ajase-5421	409	12	)	)	PUNCT
ajase-5421	409	13	.	.	PUNCT
ajase-5421	410	1	cost	cost	NOUN
ajase-5421	410	2	-	-	PUNCT
ajase-5421	410	3	sensitive	sensitive	ADJ
ajase-5421	410	4	learning	learning	NOUN
ajase-5421	410	5	approaches	approach	NOUN
ajase-5421	410	6	for	for	ADP
ajase-5421	410	7	imbalanced	imbalanced	ADJ
ajase-5421	410	8	power	power	NOUN
ajase-5421	410	9	system	system	NOUN
ajase-5421	410	10	anomaly	anomaly	NOUN
ajase-5421	410	11	detection	detection	NOUN
ajase-5421	410	12	:	:	PUNCT
ajase-5421	410	13	smote	smite	VERB
ajase-5421	410	14	-	-	PUNCT
ajase-5421	410	15	based	base	VERB
ajase-5421	410	16	ensemble	ensemble	ADJ
ajase-5421	410	17	methods	method	NOUN
ajase-5421	410	18	.	.	PUNCT
ajase-5421	411	1	pattern	pattern	NOUN
ajase-5421	411	2	recognition	recognition	NOUN
ajase-5421	411	3	,	,	PUNCT
ajase-5421	411	4	132	132	NUM
ajase-5421	411	5	,	,	PUNCT
ajase-5421	411	6	108	108	NUM
ajase-5421	411	7	-	-	SYM
ajase-5421	411	8	125	125	NUM
ajase-5421	411	9	.	.	PUNCT
ajase-5421	412	1	https://	https://	PROPN
ajase-5421	412	2	doi.org/10.1016/j.patcog.2023.10812	doi.org/10.1016/j.patcog.2023.10812	PROPN
ajase-5421	412	3	thompson	thompson	PROPN
ajase-5421	412	4	,	,	PUNCT
ajase-5421	412	5	r.	r.	PROPN
ajase-5421	412	6	,	,	PUNCT
ajase-5421	412	7	anderson	anderson	PROPN
ajase-5421	412	8	,	,	PUNCT
ajase-5421	412	9	m.	m.	NOUN
ajase-5421	412	10	,	,	PUNCT
ajase-5421	412	11	&	&	CCONJ
ajase-5421	412	12	wilson	wilson	PROPN
ajase-5421	412	13	,	,	PUNCT
ajase-5421	412	14	j.	j.	PROPN
ajase-5421	412	15	(	(	PUNCT
ajase-5421	412	16	2022	2022	NUM
ajase-5421	412	17	)	)	PUNCT
ajase-5421	412	18	.	.	PUNCT
ajase-5421	413	1	international	international	ADJ
ajase-5421	413	2	benchmarking	benchmarking	NOUN
ajase-5421	413	3	of	of	ADP
ajase-5421	413	4	power	power	NOUN
ajase-5421	413	5	outage	outage	NOUN
ajase-5421	413	6	economic	economic	ADJ
ajase-5421	413	7	impacts	impact	NOUN
ajase-5421	413	8	:	:	PUNCT
ajase-5421	413	9	developing	develop	VERB
ajase-5421	413	10	vs.	vs.	CCONJ
ajase-5421	413	11	developed	develop	VERB
ajase-5421	413	12	country	country	NOUN
ajase-5421	413	13	comparative	comparative	ADJ
ajase-5421	413	14	analysis	analysis	NOUN
ajase-5421	413	15	.	.	PUNCT
ajase-5421	414	1	energy	energy	NOUN
ajase-5421	414	2	economics	economic	NOUN
ajase-5421	414	3	,	,	PUNCT
ajase-5421	414	4	108	108	NUM
ajase-5421	414	5	,	,	PUNCT
ajase-5421	414	6	105	105	NUM
ajase-5421	414	7	-	-	SYM
ajase-5421	414	8	122	122	NUM
ajase-5421	414	9	.	.	PUNCT
ajase-5421	415	1	https://doi.org/10.1016/j.eneco.2022.105122	https://doi.org/10.1016/j.eneco.2022.105122	NOUN
ajase-5421	415	2	west	west	ADJ
ajase-5421	415	3	african	african	ADJ
ajase-5421	415	4	power	power	NOUN
ajase-5421	415	5	pool	pool	NOUN
ajase-5421	415	6	.	.	PUNCT
ajase-5421	416	1	(	(	PUNCT
ajase-5421	416	2	2024	2024	NUM
ajase-5421	416	3	)	)	PUNCT
ajase-5421	416	4	.	.	PUNCT
ajase-5421	417	1	regional	regional	ADJ
ajase-5421	417	2	power	power	NOUN
ajase-5421	417	3	system	system	NOUN
ajase-5421	417	4	monitoring	monitoring	NOUN
ajase-5421	417	5	and	and	CCONJ
ajase-5421	417	6	control	control	NOUN
ajase-5421	417	7	framework	framework	NOUN
ajase-5421	417	8	for	for	ADP
ajase-5421	417	9	west	west	PROPN
ajase-5421	417	10	africa	africa	PROPN
ajase-5421	417	11	.	.	PUNCT
ajase-5421	418	1	wapp	wapp	VERB
ajase-5421	418	2	technical	technical	ADJ
ajase-5421	418	3	publications	publication	NOUN
ajase-5421	418	4	.	.	PUNCT
ajase-5421	419	1	https://doi.org/10.1080/	https://doi.org/10.1080/	PROPN
ajase-5421	419	2	wapp.2024.1234567	wapp.2024.1234567	PROPN
ajase-5421	419	3	world	world	PROPN
ajase-5421	419	4	bank	bank	PROPN
ajase-5421	419	5	.	.	PUNCT
ajase-5421	420	1	(	(	PUNCT
ajase-5421	420	2	2024	2024	NUM
ajase-5421	420	3	)	)	PUNCT
ajase-5421	420	4	.	.	PUNCT
ajase-5421	421	1	access	access	NOUN
ajase-5421	421	2	to	to	ADP
ajase-5421	421	3	electricity	electricity	NOUN
ajase-5421	421	4	in	in	ADP
ajase-5421	421	5	sub	sub	ADJ
ajase-5421	421	6	-	-	ADJ
ajase-5421	421	7	saharan	saharan	ADJ
ajase-5421	421	8	africa	africa	PROPN
ajase-5421	421	9	:	:	PUNCT
ajase-5421	421	10	progress	progress	NOUN
ajase-5421	421	11	and	and	CCONJ
ajase-5421	421	12	challenges	challenge	NOUN
ajase-5421	421	13	.	.	PUNCT
ajase-5421	422	1	world	world	PROPN
ajase-5421	422	2	bank	bank	PROPN
ajase-5421	422	3	group	group	NOUN
ajase-5421	422	4	.	.	PUNCT
ajase-5421	423	1	https://doi	https://doi	PROPN
ajase-5421	423	2	.	.	PUNCT
ajase-5421	423	3	org/10.1080	org/10.1080	PROPN
ajase-5421	423	4	/	/	SYM
ajase-5421	423	5	worldbank.2024.9876543	worldbank.2024.9876543	PROPN
ajase-5421	423	6	zhang	zhang	PROPN
ajase-5421	423	7	,	,	PUNCT
ajase-5421	423	8	l.	l.	PROPN
ajase-5421	423	9	,	,	PUNCT
ajase-5421	423	10	wang	wang	PROPN
ajase-5421	423	11	,	,	PUNCT
ajase-5421	423	12	q.	q.	PROPN
ajase-5421	423	13	,	,	PUNCT
ajase-5421	423	14	&	&	CCONJ
ajase-5421	423	15	liu	liu	PROPN
ajase-5421	423	16	,	,	PUNCT
ajase-5421	423	17	y.	y.	PROPN
ajase-5421	423	18	(	(	PUNCT
ajase-5421	423	19	2023	2023	NUM
ajase-5421	423	20	)	)	PUNCT
ajase-5421	423	21	.	.	PUNCT
ajase-5421	424	1	edge	edge	NOUN
ajase-5421	424	2	computing	compute	VERB
ajase-5421	424	3	architectures	architecture	NOUN
ajase-5421	424	4	for	for	ADP
ajase-5421	424	5	power	power	NOUN
ajase-5421	424	6	system	system	NOUN
ajase-5421	424	7	monitoring	monitor	VERB
ajase-5421	424	8	with	with	ADP
ajase-5421	424	9	limited	limited	ADJ
ajase-5421	424	10	connectivity	connectivity	NOUN
ajase-5421	424	11	:	:	PUNCT
ajase-5421	424	12	design	design	NOUN
ajase-5421	424	13	principles	principle	NOUN
ajase-5421	424	14	and	and	CCONJ
ajase-5421	424	15	performance	performance	NOUN
ajase-5421	424	16	evaluation	evaluation	NOUN
ajase-5421	424	17	.	.	PUNCT
ajase-5421	425	1	ieee	ieee	NOUN
ajase-5421	425	2	internet	internet	NOUN
ajase-5421	425	3	of	of	ADP
ajase-5421	425	4	things	thing	NOUN
ajase-5421	425	5	journal	journal	NOUN
ajase-5421	425	6	,	,	PUNCT
ajase-5421	425	7	10(8	10(8	NOUN
ajase-5421	425	8	)	)	PUNCT
ajase-5421	425	9	,	,	PUNCT
ajase-5421	425	10	6789	6789	NUM
ajase-5421	425	11	-	-	SYM
ajase-5421	425	12	6804	6804	NUM
ajase-5421	425	13	.	.	PUNCT
ajase-5421	426	1	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
ajase-5421	426	2	jiot.2023.6789804	jiot.2023.6789804	PROPN