id	sid	tid	token	lemma	pos
cana-4442	1	1	communications	communication	NOUN
cana-4442	1	2	on	on	ADP
cana-4442	1	3	applied	apply	VERB
cana-4442	1	4	nonlinear	nonlinear	ADJ
cana-4442	1	5	analysis	analysis	NOUN
cana-4442	1	6	issn	issn	NOUN
cana-4442	1	7	:	:	PUNCT
cana-4442	1	8	1074	1074	NUM
cana-4442	1	9	-	-	PUNCT
cana-4442	1	10	133x	133x	NUM
cana-4442	1	11	vol	vol	NOUN
cana-4442	1	12	32	32	NUM
cana-4442	1	13	no	no	NOUN
cana-4442	1	14	.	.	PUNCT
cana-4442	2	1	9s	9s	NUM
cana-4442	2	2	(	(	PUNCT
cana-4442	2	3	2025	2025	NUM
cana-4442	2	4	)	)	PUNCT
cana-4442	2	5	2007	2007	NUM
cana-4442	3	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	3	2	applications	application	NOUN
cana-4442	3	3	of	of	ADP
cana-4442	3	4	artificial	artificial	ADJ
cana-4442	3	5	intelligence	intelligence	NOUN
cana-4442	3	6	and	and	CCONJ
cana-4442	3	7	machine	machine	NOUN
cana-4442	3	8	learning	learning	NOUN
cana-4442	3	9	in	in	ADP
cana-4442	3	10	power	power	NOUN
cana-4442	3	11	system	system	NOUN
cana-4442	3	12	operation	operation	NOUN
cana-4442	3	13	and	and	CCONJ
cana-4442	3	14	control	control	NOUN
cana-4442	3	15	:	:	PUNCT
cana-4442	3	16	a	a	DET
cana-4442	3	17	comprehensive	comprehensive	ADJ
cana-4442	3	18	review	review	NOUN
cana-4442	3	19	1dr.ganesh	1dr.ganesh	NUM
cana-4442	3	20	shingade	shingade	NOUN
cana-4442	3	21	,	,	PUNCT
cana-4442	3	22	2dr.nirali	2dr.nirali	NUM
cana-4442	3	23	vipulkumar	vipulkumar	ADJ
cana-4442	3	24	upadhyay	upadhyay	PROPN
cana-4442	3	25	,	,	PUNCT
cana-4442	3	26	3dr.hemang	3dr.hemang	NUM
cana-4442	3	27	suryakant	suryakant	NOUN
cana-4442	3	28	pandya	pandya	PROPN
cana-4442	3	29	,	,	PUNCT
cana-4442	3	30	4dr.kaushal	4dr.kaushal	PROPN
cana-4442	3	31	k.	k.	PROPN
cana-4442	3	32	bhatt	bhatt	PROPN
cana-4442	3	33	,	,	PUNCT
cana-4442	3	34	5pratima	5pratima	NUM
cana-4442	3	35	sukre	sukre	NOUN
cana-4442	3	36	,	,	PUNCT
cana-4442	3	37	6vishal	6vishal	NUM
cana-4442	3	38	v.	v.	ADP
cana-4442	3	39	ghatge	ghatge	VERB
cana-4442	3	40	1assistant	1assistant	NUM
cana-4442	3	41	professor	professor	NOUN
cana-4442	3	42	,	,	PUNCT
cana-4442	3	43	electrical	electrical	ADJ
cana-4442	3	44	engineering	engineering	NOUN
cana-4442	3	45	department	department	PROPN
cana-4442	3	46	,	,	PUNCT
cana-4442	3	47	jnec	jnec	PROPN
cana-4442	3	48	,	,	PUNCT
cana-4442	3	49	mgm	mgm	PROPN
cana-4442	3	50	university	university	PROPN
cana-4442	3	51	,	,	PUNCT
cana-4442	3	52	chh	chh	PROPN
cana-4442	3	53	.	.	PROPN
cana-4442	3	54	sambhajinagar	sambhajinagar	NOUN
cana-4442	3	55	e	e	NOUN
cana-4442	3	56	-	-	NOUN
cana-4442	3	57	mail	mail	NOUN
cana-4442	3	58	:	:	PUNCT
cana-4442	3	59	gshingade@mgmu.ac.in	gshingade@mgmu.ac.in	X
cana-4442	3	60	(	(	PUNCT
cana-4442	3	61	corresponding	correspond	VERB
cana-4442	3	62	author	author	NOUN
cana-4442	3	63	)	)	PUNCT
cana-4442	3	64	2assistant	2assistant	NUM
cana-4442	3	65	professor	professor	NOUN
cana-4442	3	66	,	,	PUNCT
cana-4442	3	67	electrical	electrical	ADJ
cana-4442	3	68	engineering	engineering	NOUN
cana-4442	3	69	department	department	NOUN
cana-4442	3	70	,	,	PUNCT
cana-4442	3	71	government	government	NOUN
cana-4442	3	72	engineering	engineering	NOUN
cana-4442	3	73	college	college	PROPN
cana-4442	3	74	,	,	PUNCT
cana-4442	3	75	modasa	modasa	PROPN
cana-4442	3	76	,	,	PUNCT
cana-4442	3	77	gujrat	gujrat	PROPN
cana-4442	3	78	,	,	PUNCT
cana-4442	3	79	e-mail:nvu1979@gmail.com	e-mail:nvu1979@gmail.com	PROPN
cana-4442	3	80	3assistant	3assistant	PROPN
cana-4442	3	81	professor	professor	NOUN
cana-4442	3	82	,	,	PUNCT
cana-4442	3	83	electrical	electrical	ADJ
cana-4442	3	84	engineering	engineering	NOUN
cana-4442	3	85	department	department	NOUN
cana-4442	3	86	,	,	PUNCT
cana-4442	3	87	government	government	NOUN
cana-4442	3	88	engineering	engineering	NOUN
cana-4442	3	89	college	college	PROPN
cana-4442	3	90	,	,	PUNCT
cana-4442	3	91	modasa	modasa	PROPN
cana-4442	3	92	,	,	PUNCT
cana-4442	3	93	gujrat	gujrat	NOUN
cana-4442	3	94	,	,	PUNCT
cana-4442	3	95	e-mail:hemang21278@gmail.com	e-mail:hemang21278@gmail.com	PROPN
cana-4442	3	96	4assistant	4assistant	NUM
cana-4442	3	97	professor	professor	NOUN
cana-4442	3	98	,	,	PUNCT
cana-4442	3	99	electrical	electrical	ADJ
cana-4442	3	100	engineering	engineering	NOUN
cana-4442	3	101	department	department	NOUN
cana-4442	3	102	,	,	PUNCT
cana-4442	3	103	government	government	NOUN
cana-4442	3	104	engineering	engineering	NOUN
cana-4442	3	105	college	college	PROPN
cana-4442	3	106	,	,	PUNCT
cana-4442	3	107	modasa	modasa	PROPN
cana-4442	3	108	,	,	PUNCT
cana-4442	3	109	gujrat	gujrat	PROPN
cana-4442	3	110	,	,	PUNCT
cana-4442	3	111	e-mail:bhattkkdr86@gmail.com	e-mail:bhattkkdr86@gmail.com	NUM
cana-4442	3	112	5assistant	5assistant	NUM
cana-4442	3	113	professor	professor	NOUN
cana-4442	3	114	,	,	PUNCT
cana-4442	3	115	university	university	NOUN
cana-4442	3	116	department	department	NOUN
cana-4442	3	117	of	of	ADP
cana-4442	3	118	information	information	NOUN
cana-4442	3	119	and	and	CCONJ
cana-4442	3	120	communication	communication	NOUN
cana-4442	3	121	technology	technology	NOUN
cana-4442	3	122	(	(	PUNCT
cana-4442	3	123	udict	udict	ADJ
cana-4442	3	124	)	)	PUNCT
cana-4442	3	125	,	,	PUNCT
cana-4442	3	126	mgm	mgm	PROPN
cana-4442	3	127	university	university	PROPN
cana-4442	3	128	,	,	PUNCT
cana-4442	3	129	chh	chh	PROPN
cana-4442	3	130	.	.	PROPN
cana-4442	3	131	sambhajinagar	sambhajinagar	NOUN
cana-4442	3	132	,	,	PUNCT
cana-4442	3	133	e	e	NOUN
cana-4442	3	134	-	-	NOUN
cana-4442	3	135	mail	mail	NOUN
cana-4442	3	136	:	:	PUNCT
cana-4442	3	137	psukre@mgmu.ac.in	psukre@mgmu.ac.in	PROPN
cana-4442	3	138	6assistant	6assistant	NUM
cana-4442	3	139	professor	professor	NOUN
cana-4442	3	140	,	,	PUNCT
cana-4442	3	141	electrical	electrical	ADJ
cana-4442	3	142	engineering	engineering	NOUN
cana-4442	3	143	department	department	PROPN
cana-4442	3	144	,	,	PUNCT
cana-4442	3	145	jnec	jnec	PROPN
cana-4442	3	146	,	,	PUNCT
cana-4442	3	147	mgm	mgm	PROPN
cana-4442	3	148	university	university	PROPN
cana-4442	3	149	,	,	PUNCT
cana-4442	3	150	chh	chh	PROPN
cana-4442	3	151	.	.	PROPN
cana-4442	3	152	sambhajinagar	sambhajinagar	NOUN
cana-4442	3	153	e	e	NOUN
cana-4442	3	154	-	-	NOUN
cana-4442	3	155	mail	mail	NOUN
cana-4442	3	156	:	:	PUNCT
cana-4442	3	157	vghatge@mgmu.ac.in	vghatge@mgmu.ac.in	AUX
cana-4442	3	158	article	article	NOUN
cana-4442	3	159	history	history	NOUN
cana-4442	3	160	:	:	PUNCT
cana-4442	3	161	received	receive	VERB
cana-4442	3	162	:	:	PUNCT
cana-4442	3	163	12	12	NUM
cana-4442	3	164	-	-	SYM
cana-4442	3	165	01	01	NUM
cana-4442	3	166	-	-	PUNCT
cana-4442	3	167	2025	2025	NUM
cana-4442	3	168	revised	revise	VERB
cana-4442	3	169	:	:	PUNCT
cana-4442	3	170	15	15	NUM
cana-4442	3	171	-	-	NUM
cana-4442	3	172	02	02	NUM
cana-4442	3	173	-	-	PUNCT
cana-4442	3	174	2025	2025	NUM
cana-4442	3	175	accepted	accept	VERB
cana-4442	3	176	:	:	PUNCT
cana-4442	3	177	01	01	NUM
cana-4442	3	178	-	-	SYM
cana-4442	3	179	03	03	NUM
cana-4442	3	180	-	-	PUNCT
cana-4442	3	181	2025	2025	NUM
cana-4442	3	182	abstract	abstract	NOUN
cana-4442	3	183	:	:	PUNCT
cana-4442	3	184	the	the	DET
cana-4442	3	185	fields	field	NOUN
cana-4442	3	186	of	of	ADP
cana-4442	3	187	artificial	artificial	ADJ
cana-4442	3	188	intelligence	intelligence	NOUN
cana-4442	3	189	(	(	PUNCT
cana-4442	3	190	ai	ai	NOUN
cana-4442	3	191	)	)	PUNCT
cana-4442	3	192	and	and	CCONJ
cana-4442	3	193	machine	machine	NOUN
cana-4442	3	194	learning	learning	NOUN
cana-4442	3	195	(	(	PUNCT
cana-4442	3	196	ml	ml	NOUN
cana-4442	3	197	)	)	PUNCT
cana-4442	3	198	have	have	VERB
cana-4442	3	199	the	the	DET
cana-4442	3	200	potential	potential	NOUN
cana-4442	3	201	to	to	PART
cana-4442	3	202	completely	completely	ADV
cana-4442	3	203	change	change	VERB
cana-4442	3	204	a	a	DET
cana-4442	3	205	number	number	NOUN
cana-4442	3	206	of	of	ADP
cana-4442	3	207	industries	industry	NOUN
cana-4442	3	208	,	,	PUNCT
cana-4442	3	209	including	include	VERB
cana-4442	3	210	the	the	DET
cana-4442	3	211	operation	operation	NOUN
cana-4442	3	212	and	and	CCONJ
cana-4442	3	213	control	control	NOUN
cana-4442	3	214	of	of	ADP
cana-4442	3	215	power	power	NOUN
cana-4442	3	216	systems	system	NOUN
cana-4442	3	217	.	.	PUNCT
cana-4442	4	1	a	a	DET
cana-4442	4	2	detailed	detailed	ADJ
cana-4442	4	3	overview	overview	NOUN
cana-4442	4	4	of	of	ADP
cana-4442	4	5	the	the	DET
cana-4442	4	6	use	use	NOUN
cana-4442	4	7	of	of	ADP
cana-4442	4	8	ai	ai	NOUN
cana-4442	4	9	and	and	CCONJ
cana-4442	4	10	ml	ml	X
cana-4442	4	11	approaches	approach	NOUN
cana-4442	4	12	in	in	ADP
cana-4442	4	13	power	power	NOUN
cana-4442	4	14	system	system	NOUN
cana-4442	4	15	operation	operation	NOUN
cana-4442	4	16	and	and	CCONJ
cana-4442	4	17	control	control	NOUN
cana-4442	4	18	is	be	AUX
cana-4442	4	19	given	give	VERB
cana-4442	4	20	in	in	ADP
cana-4442	4	21	this	this	DET
cana-4442	4	22	review	review	NOUN
cana-4442	4	23	paper	paper	NOUN
cana-4442	4	24	.	.	PUNCT
cana-4442	5	1	numerous	numerous	ADJ
cana-4442	5	2	subjects	subject	NOUN
cana-4442	5	3	are	be	AUX
cana-4442	5	4	covered	cover	VERB
cana-4442	5	5	,	,	PUNCT
cana-4442	5	6	such	such	ADJ
cana-4442	5	7	as	as	ADP
cana-4442	5	8	defect	defect	ADJ
cana-4442	5	9	detection	detection	NOUN
cana-4442	5	10	,	,	PUNCT
cana-4442	5	11	voltage	voltage	NOUN
cana-4442	5	12	control	control	NOUN
cana-4442	5	13	,	,	PUNCT
cana-4442	5	14	optimal	optimal	ADJ
cana-4442	5	15	power	power	NOUN
cana-4442	5	16	flow	flow	NOUN
cana-4442	5	17	,	,	PUNCT
cana-4442	5	18	renewable	renewable	ADJ
cana-4442	5	19	energy	energy	NOUN
cana-4442	5	20	integration	integration	NOUN
cana-4442	5	21	,	,	PUNCT
cana-4442	5	22	predictive	predictive	ADJ
cana-4442	5	23	maintenance	maintenance	NOUN
cana-4442	5	24	,	,	PUNCT
cana-4442	5	25	and	and	CCONJ
cana-4442	5	26	grid	grid	VERB
cana-4442	5	27	stability	stability	NOUN
cana-4442	5	28	enhancement	enhancement	NOUN
cana-4442	5	29	.	.	PUNCT
cana-4442	6	1	in	in	ADP
cana-4442	6	2	order	order	NOUN
cana-4442	6	3	to	to	PART
cana-4442	6	4	offer	offer	VERB
cana-4442	6	5	insights	insight	NOUN
cana-4442	6	6	into	into	ADP
cana-4442	6	7	the	the	DET
cana-4442	6	8	changing	change	VERB
cana-4442	6	9	environment	environment	NOUN
cana-4442	6	10	of	of	ADP
cana-4442	6	11	smart	smart	ADJ
cana-4442	6	12	grid	grid	NOUN
cana-4442	6	13	technologies	technology	NOUN
cana-4442	6	14	,	,	PUNCT
cana-4442	6	15	problems	problem	NOUN
cana-4442	6	16	,	,	PUNCT
cana-4442	6	17	opportunities	opportunity	NOUN
cana-4442	6	18	,	,	PUNCT
cana-4442	6	19	and	and	CCONJ
cana-4442	6	20	future	future	ADJ
cana-4442	6	21	directions	direction	NOUN
cana-4442	6	22	in	in	ADP
cana-4442	6	23	harnessing	harness	VERB
cana-4442	6	24	ai	ai	VERB
cana-4442	6	25	and	and	CCONJ
cana-4442	6	26	ml	ml	X
cana-4442	6	27	for	for	ADP
cana-4442	6	28	power	power	NOUN
cana-4442	6	29	system	system	NOUN
cana-4442	6	30	management	management	NOUN
cana-4442	6	31	are	be	AUX
cana-4442	6	32	also	also	ADV
cana-4442	6	33	covered	cover	VERB
cana-4442	6	34	.	.	PUNCT
cana-4442	7	1	keywords	keyword	NOUN
cana-4442	7	2	:	:	PUNCT
cana-4442	7	3	artificial	artificial	ADJ
cana-4442	7	4	intelligence	intelligence	NOUN
cana-4442	7	5	(	(	PUNCT
cana-4442	7	6	ai	ai	NOUN
cana-4442	7	7	)	)	PUNCT
cana-4442	7	8	,	,	PUNCT
cana-4442	7	9	machine	machine	NOUN
cana-4442	7	10	learning	learning	NOUN
cana-4442	7	11	(	(	PUNCT
cana-4442	7	12	ml	ml	NOUN
cana-4442	7	13	)	)	PUNCT
cana-4442	7	14	,	,	PUNCT
cana-4442	7	15	power	power	NOUN
cana-4442	7	16	system	system	NOUN
cana-4442	7	17	operation	operation	NOUN
cana-4442	7	18	,	,	PUNCT
cana-4442	7	19	renewable	renewable	ADJ
cana-4442	7	20	energy	energy	NOUN
cana-4442	7	21	integration	integration	NOUN
cana-4442	7	22	,	,	PUNCT
cana-4442	7	23	optimal	optimal	ADJ
cana-4442	7	24	power	power	NOUN
cana-4442	7	25	flow	flow	NOUN
cana-4442	7	26	(	(	PUNCT
cana-4442	7	27	opf	opf	NOUN
cana-4442	7	28	)	)	PUNCT
cana-4442	7	29	,	,	PUNCT
cana-4442	7	30	fault	fault	VERB
cana-4442	7	31	detection	detection	NOUN
cana-4442	7	32	and	and	CCONJ
cana-4442	7	33	diagnosis	diagnosis	NOUN
cana-4442	7	34	.	.	PUNCT
cana-4442	8	1	1	1	X
cana-4442	8	2	.	.	X
cana-4442	8	3	introduction	introduction	NOUN
cana-4442	8	4	in	in	ADP
cana-4442	8	5	numerous	numerous	ADJ
cana-4442	8	6	industries	industry	NOUN
cana-4442	8	7	,	,	PUNCT
cana-4442	8	8	including	include	VERB
cana-4442	8	9	power	power	NOUN
cana-4442	8	10	systems	system	NOUN
cana-4442	8	11	operation	operation	NOUN
cana-4442	8	12	and	and	CCONJ
cana-4442	8	13	control	control	NOUN
cana-4442	8	14	,	,	PUNCT
cana-4442	8	15	the	the	DET
cana-4442	8	16	fusion	fusion	NOUN
cana-4442	8	17	of	of	ADP
cana-4442	8	18	artificial	artificial	ADJ
cana-4442	8	19	intelligence	intelligence	NOUN
cana-4442	8	20	(	(	PUNCT
cana-4442	8	21	ai	ai	NOUN
cana-4442	8	22	)	)	PUNCT
cana-4442	8	23	and	and	CCONJ
cana-4442	8	24	machine	machine	NOUN
cana-4442	8	25	learning	learning	NOUN
cana-4442	8	26	(	(	PUNCT
cana-4442	8	27	ml	ml	NOUN
cana-4442	8	28	)	)	PUNCT
cana-4442	8	29	technologies	technology	NOUN
cana-4442	8	30	has	have	AUX
cana-4442	8	31	launched	launch	VERB
cana-4442	8	32	a	a	DET
cana-4442	8	33	new	new	ADJ
cana-4442	8	34	wave	wave	NOUN
cana-4442	8	35	of	of	ADP
cana-4442	8	36	innovation	innovation	NOUN
cana-4442	8	37	[	[	X
cana-4442	8	38	1],[2	1],[2	NOUN
cana-4442	8	39	]	]	PUNCT
cana-4442	8	40	.	.	PUNCT
cana-4442	9	1	as	as	SCONJ
cana-4442	9	2	modern	modern	ADJ
cana-4442	9	3	power	power	NOUN
cana-4442	9	4	systems	system	NOUN
cana-4442	9	5	become	become	VERB
cana-4442	9	6	increasingly	increasingly	ADV
cana-4442	9	7	complex	complex	ADJ
cana-4442	9	8	and	and	CCONJ
cana-4442	9	9	interconnected	interconnected	ADJ
cana-4442	9	10	,	,	PUNCT
cana-4442	9	11	the	the	DET
cana-4442	9	12	need	need	NOUN
cana-4442	9	13	for	for	ADP
cana-4442	9	14	intelligent	intelligent	ADJ
cana-4442	9	15	solutions	solution	NOUN
cana-4442	9	16	to	to	PART
cana-4442	9	17	manage	manage	VERB
cana-4442	9	18	grid	grid	NOUN
cana-4442	9	19	operations	operation	NOUN
cana-4442	9	20	efficiently	efficiently	ADV
cana-4442	9	21	,	,	PUNCT
cana-4442	9	22	enhance	enhance	VERB
cana-4442	9	23	reliability	reliability	NOUN
cana-4442	9	24	,	,	PUNCT
cana-4442	9	25	and	and	CCONJ
cana-4442	9	26	optimize	optimize	VERB
cana-4442	9	27	resource	resource	NOUN
cana-4442	9	28	utilization	utilization	NOUN
cana-4442	9	29	has	have	AUX
cana-4442	9	30	become	become	VERB
cana-4442	9	31	paramount	paramount	ADJ
cana-4442	9	32	.	.	PUNCT
cana-4442	10	1	ai	ai	VERB
cana-4442	10	2	and	and	CCONJ
cana-4442	10	3	ml	ml	PART
cana-4442	10	4	offer	offer	VERB
cana-4442	10	5	a	a	DET
cana-4442	10	6	suite	suite	NOUN
cana-4442	10	7	of	of	ADP
cana-4442	10	8	powerful	powerful	ADJ
cana-4442	10	9	tools	tool	NOUN
cana-4442	10	10	and	and	CCONJ
cana-4442	10	11	techniques	technique	NOUN
cana-4442	10	12	that	that	PRON
cana-4442	10	13	enable	enable	VERB
cana-4442	10	14	data	data	NOUN
cana-4442	10	15	-	-	PUNCT
cana-4442	10	16	driven	drive	VERB
cana-4442	10	17	decision	decision	NOUN
cana-4442	10	18	-	-	PUNCT
cana-4442	10	19	making	making	NOUN
cana-4442	10	20	,	,	PUNCT
cana-4442	10	21	predictive	predictive	ADJ
cana-4442	10	22	analytics	analytic	NOUN
cana-4442	10	23	,	,	PUNCT
cana-4442	10	24	and	and	CCONJ
cana-4442	10	25	autonomous	autonomous	ADJ
cana-4442	10	26	control	control	NOUN
cana-4442	10	27	,	,	PUNCT
cana-4442	10	28	thereby	thereby	ADV
cana-4442	10	29	transforming	transform	VERB
cana-4442	10	30	traditional	traditional	ADJ
cana-4442	10	31	power	power	NOUN
cana-4442	10	32	system	system	NOUN
cana-4442	10	33	management	management	NOUN
cana-4442	10	34	paradigms	paradigm	VERB
cana-4442	10	35	.	.	PUNCT
cana-4442	11	1	mailto:gshingade@mgmu.ac.in	mailto:gshingade@mgmu.ac.in	PROPN
cana-4442	11	2	mailto:nvu1979@gmail.com	mailto:nvu1979@gmail.com	PROPN
cana-4442	11	3	mailto:hemang21278@gmail.com	mailto:hemang21278@gmail.com	PROPN
cana-4442	11	4	mailto:bhattkkdr86@gmail.com	mailto:bhattkkdr86@gmail.com	PROPN
cana-4442	11	5	mailto:psukre@mgmu.ac.in	mailto:psukre@mgmu.ac.in	PROPN
cana-4442	11	6	mailto:vghatge@mgmu.ac.in	mailto:vghatge@mgmu.ac.in	NOUN
cana-4442	11	7	communications	communication	NOUN
cana-4442	11	8	on	on	ADP
cana-4442	11	9	applied	apply	VERB
cana-4442	11	10	nonlinear	nonlinear	ADJ
cana-4442	11	11	analysis	analysis	NOUN
cana-4442	11	12	issn	issn	NOUN
cana-4442	11	13	:	:	PUNCT
cana-4442	11	14	1074	1074	NUM
cana-4442	11	15	-	-	PUNCT
cana-4442	11	16	133x	133x	NUM
cana-4442	11	17	vol	vol	NOUN
cana-4442	11	18	32	32	NUM
cana-4442	11	19	no	no	NOUN
cana-4442	11	20	.	.	PUNCT
cana-4442	12	1	9s	9s	NUM
cana-4442	12	2	(	(	PUNCT
cana-4442	12	3	2025	2025	NUM
cana-4442	12	4	)	)	PUNCT
cana-4442	12	5	2008	2008	NUM
cana-4442	12	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	13	1	the	the	DET
cana-4442	13	2	aim	aim	NOUN
cana-4442	13	3	of	of	ADP
cana-4442	13	4	this	this	DET
cana-4442	13	5	review	review	NOUN
cana-4442	13	6	paper	paper	NOUN
cana-4442	13	7	is	be	AUX
cana-4442	13	8	to	to	PART
cana-4442	13	9	provide	provide	VERB
cana-4442	13	10	a	a	DET
cana-4442	13	11	comprehensive	comprehensive	ADJ
cana-4442	13	12	overview	overview	NOUN
cana-4442	13	13	of	of	ADP
cana-4442	13	14	the	the	DET
cana-4442	13	15	applications	application	NOUN
cana-4442	13	16	of	of	ADP
cana-4442	13	17	ai	ai	NOUN
cana-4442	13	18	and	and	CCONJ
cana-4442	13	19	ml	ml	X
cana-4442	13	20	in	in	ADP
cana-4442	13	21	power	power	NOUN
cana-4442	13	22	system	system	NOUN
cana-4442	13	23	operation	operation	NOUN
cana-4442	13	24	and	and	CCONJ
cana-4442	13	25	control	control	NOUN
cana-4442	13	26	.	.	PUNCT
cana-4442	14	1	by	by	ADP
cana-4442	14	2	synthesizing	synthesize	VERB
cana-4442	14	3	and	and	CCONJ
cana-4442	14	4	analyzing	analyze	VERB
cana-4442	14	5	recent	recent	ADJ
cana-4442	14	6	research	research	NOUN
cana-4442	14	7	findings	finding	NOUN
cana-4442	14	8	,	,	PUNCT
cana-4442	14	9	methodologies	methodology	NOUN
cana-4442	14	10	,	,	PUNCT
cana-4442	14	11	and	and	CCONJ
cana-4442	14	12	case	case	NOUN
cana-4442	14	13	studies	study	NOUN
cana-4442	14	14	from	from	ADP
cana-4442	14	15	academic	academic	ADJ
cana-4442	14	16	literature	literature	NOUN
cana-4442	14	17	,	,	PUNCT
cana-4442	14	18	industry	industry	NOUN
cana-4442	14	19	reports	report	NOUN
cana-4442	14	20	,	,	PUNCT
cana-4442	14	21	and	and	CCONJ
cana-4442	14	22	technical	technical	ADJ
cana-4442	14	23	conferences	conference	NOUN
cana-4442	14	24	,	,	PUNCT
cana-4442	14	25	this	this	DET
cana-4442	14	26	review	review	NOUN
cana-4442	14	27	aims	aim	VERB
cana-4442	14	28	to	to	PART
cana-4442	14	29	elucidate	elucidate	VERB
cana-4442	14	30	the	the	DET
cana-4442	14	31	multifaceted	multifaceted	ADJ
cana-4442	14	32	role	role	NOUN
cana-4442	14	33	of	of	ADP
cana-4442	14	34	ai	ai	NOUN
cana-4442	14	35	and	and	CCONJ
cana-4442	14	36	ml	ml	X
cana-4442	14	37	in	in	ADP
cana-4442	14	38	addressing	address	VERB
cana-4442	14	39	various	various	ADJ
cana-4442	14	40	challenges	challenge	NOUN
cana-4442	14	41	faced	face	VERB
cana-4442	14	42	by	by	ADP
cana-4442	14	43	modern	modern	ADJ
cana-4442	14	44	power	power	NOUN
cana-4442	14	45	systems[3	systems[3	PROPN
cana-4442	14	46	]	]	PUNCT
cana-4442	14	47	.	.	PUNCT
cana-4442	15	1	the	the	DET
cana-4442	15	2	review	review	NOUN
cana-4442	15	3	will	will	AUX
cana-4442	15	4	cover	cover	VERB
cana-4442	15	5	a	a	DET
cana-4442	15	6	wide	wide	ADJ
cana-4442	15	7	range	range	NOUN
cana-4442	15	8	of	of	ADP
cana-4442	15	9	topics	topic	NOUN
cana-4442	15	10	,	,	PUNCT
cana-4442	15	11	including	include	VERB
cana-4442	15	12	predictive	predictive	ADJ
cana-4442	15	13	maintenance	maintenance	NOUN
cana-4442	15	14	,	,	PUNCT
cana-4442	15	15	fault	fault	VERB
cana-4442	15	16	detection	detection	NOUN
cana-4442	15	17	and	and	CCONJ
cana-4442	15	18	diagnosis	diagnosis	NOUN
cana-4442	15	19	,	,	PUNCT
cana-4442	15	20	optimal	optimal	ADJ
cana-4442	15	21	power	power	NOUN
cana-4442	15	22	flow	flow	NOUN
cana-4442	15	23	,	,	PUNCT
cana-4442	15	24	voltage	voltage	NOUN
cana-4442	15	25	control	control	NOUN
cana-4442	15	26	,	,	PUNCT
cana-4442	15	27	renewable	renewable	ADJ
cana-4442	15	28	energy	energy	NOUN
cana-4442	15	29	integration	integration	NOUN
cana-4442	15	30	,	,	PUNCT
cana-4442	15	31	and	and	CCONJ
cana-4442	15	32	grid	grid	VERB
cana-4442	15	33	stability	stability	NOUN
cana-4442	15	34	enhancement	enhancement	NOUN
cana-4442	15	35	.	.	PUNCT
cana-4442	16	1	each	each	DET
cana-4442	16	2	topic	topic	NOUN
cana-4442	16	3	will	will	AUX
cana-4442	16	4	be	be	AUX
cana-4442	16	5	examined	examine	VERB
cana-4442	16	6	in	in	ADP
cana-4442	16	7	detail	detail	NOUN
cana-4442	16	8	,	,	PUNCT
cana-4442	16	9	exploring	explore	VERB
cana-4442	16	10	the	the	DET
cana-4442	16	11	latest	late	ADJ
cana-4442	16	12	advancements	advancement	NOUN
cana-4442	16	13	,	,	PUNCT
cana-4442	16	14	methodologies	methodology	NOUN
cana-4442	16	15	,	,	PUNCT
cana-4442	16	16	and	and	CCONJ
cana-4442	16	17	practical	practical	ADJ
cana-4442	16	18	implementations	implementation	NOUN
cana-4442	16	19	of	of	ADP
cana-4442	16	20	ai	ai	NOUN
cana-4442	16	21	and	and	CCONJ
cana-4442	16	22	ml	ml	ADP
cana-4442	16	23	techniques	technique	NOUN
cana-4442	16	24	in	in	ADP
cana-4442	16	25	power	power	NOUN
cana-4442	16	26	system	system	NOUN
cana-4442	16	27	management[4	management[4	NOUN
cana-4442	16	28	]	]	PUNCT
cana-4442	16	29	.	.	PUNCT
cana-4442	17	1	furthermore	furthermore	ADV
cana-4442	17	2	,	,	PUNCT
cana-4442	17	3	the	the	DET
cana-4442	17	4	review	review	NOUN
cana-4442	17	5	will	will	AUX
cana-4442	17	6	discuss	discuss	VERB
cana-4442	17	7	the	the	DET
cana-4442	17	8	challenges	challenge	NOUN
cana-4442	17	9	,	,	PUNCT
cana-4442	17	10	opportunities	opportunity	NOUN
cana-4442	17	11	,	,	PUNCT
cana-4442	17	12	and	and	CCONJ
cana-4442	17	13	future	future	ADJ
cana-4442	17	14	directions	direction	NOUN
cana-4442	17	15	in	in	ADP
cana-4442	17	16	leveraging	leverage	VERB
cana-4442	17	17	ai	ai	VERB
cana-4442	17	18	and	and	CCONJ
cana-4442	17	19	ml	ml	X
cana-4442	17	20	for	for	ADP
cana-4442	17	21	power	power	NOUN
cana-4442	17	22	system	system	NOUN
cana-4442	17	23	operation	operation	NOUN
cana-4442	17	24	and	and	CCONJ
cana-4442	17	25	control	control	NOUN
cana-4442	17	26	.	.	PUNCT
cana-4442	18	1	this	this	DET
cana-4442	18	2	section	section	NOUN
cana-4442	18	3	will	will	AUX
cana-4442	18	4	provide	provide	VERB
cana-4442	18	5	insights	insight	NOUN
cana-4442	18	6	into	into	ADP
cana-4442	18	7	the	the	DET
cana-4442	18	8	changing	change	VERB
cana-4442	18	9	landscape	landscape	NOUN
cana-4442	18	10	of	of	ADP
cana-4442	18	11	ai	ai	NOUN
cana-4442	18	12	and	and	CCONJ
cana-4442	18	13	ml	ml	ADP
cana-4442	18	14	applications	application	NOUN
cana-4442	18	15	in	in	ADP
cana-4442	18	16	the	the	DET
cana-4442	18	17	electricity	electricity	NOUN
cana-4442	18	18	sector	sector	NOUN
cana-4442	18	19	and	and	CCONJ
cana-4442	18	20	identify	identify	VERB
cana-4442	18	21	important	important	ADJ
cana-4442	18	22	topics	topic	NOUN
cana-4442	18	23	for	for	ADP
cana-4442	18	24	future	future	ADJ
cana-4442	18	25	study	study	NOUN
cana-4442	18	26	and	and	CCONJ
cana-4442	18	27	innovation	innovation	NOUN
cana-4442	18	28	.	.	PUNCT
cana-4442	19	1	these	these	PRON
cana-4442	19	2	will	will	AUX
cana-4442	19	3	range	range	VERB
cana-4442	19	4	from	from	ADP
cana-4442	19	5	cybersecurity	cybersecurity	NOUN
cana-4442	19	6	problems	problem	NOUN
cana-4442	19	7	and	and	CCONJ
cana-4442	19	8	regulatory	regulatory	ADJ
cana-4442	19	9	consequences	consequence	NOUN
cana-4442	19	10	to	to	ADP
cana-4442	19	11	data	datum	NOUN
cana-4442	19	12	quality	quality	NOUN
cana-4442	19	13	and	and	CCONJ
cana-4442	19	14	model	model	NOUN
cana-4442	19	15	interpretability	interpretability	NOUN
cana-4442	19	16	.	.	PUNCT
cana-4442	20	1	overall	overall	ADV
cana-4442	20	2	,	,	PUNCT
cana-4442	20	3	this	this	DET
cana-4442	20	4	review	review	NOUN
cana-4442	20	5	paper	paper	NOUN
cana-4442	20	6	aims	aim	VERB
cana-4442	20	7	to	to	PART
cana-4442	20	8	serve	serve	VERB
cana-4442	20	9	as	as	ADP
cana-4442	20	10	a	a	DET
cana-4442	20	11	comprehensive	comprehensive	ADJ
cana-4442	20	12	resource	resource	NOUN
cana-4442	20	13	for	for	ADP
cana-4442	20	14	researchers	researcher	NOUN
cana-4442	20	15	,	,	PUNCT
cana-4442	20	16	practitioners	practitioner	NOUN
cana-4442	20	17	,	,	PUNCT
cana-4442	20	18	and	and	CCONJ
cana-4442	20	19	policymakers	policymaker	NOUN
cana-4442	20	20	interested	interested	ADJ
cana-4442	20	21	in	in	ADP
cana-4442	20	22	understanding	understand	VERB
cana-4442	20	23	the	the	DET
cana-4442	20	24	potential	potential	NOUN
cana-4442	20	25	of	of	ADP
cana-4442	20	26	ai	ai	NOUN
cana-4442	20	27	and	and	CCONJ
cana-4442	20	28	ml	ml	ADP
cana-4442	20	29	technologies	technology	NOUN
cana-4442	20	30	to	to	PART
cana-4442	20	31	transform	transform	VERB
cana-4442	20	32	power	power	NOUN
cana-4442	20	33	system	system	NOUN
cana-4442	20	34	operation	operation	NOUN
cana-4442	20	35	and	and	CCONJ
cana-4442	20	36	control	control	NOUN
cana-4442	20	37	[	[	X
cana-4442	20	38	5	5	NUM
cana-4442	20	39	]	]	PUNCT
cana-4442	20	40	.	.	PUNCT
cana-4442	21	1	by	by	ADP
cana-4442	21	2	elucidating	elucidate	VERB
cana-4442	21	3	the	the	DET
cana-4442	21	4	current	current	ADJ
cana-4442	21	5	state	state	NOUN
cana-4442	21	6	-	-	PUNCT
cana-4442	21	7	of	of	ADP
cana-4442	21	8	-	-	PUNCT
cana-4442	21	9	the	the	DET
cana-4442	21	10	-	-	PUNCT
cana-4442	21	11	art	art	NOUN
cana-4442	21	12	,	,	PUNCT
cana-4442	21	13	identifying	identify	VERB
cana-4442	21	14	challenges	challenge	NOUN
cana-4442	21	15	,	,	PUNCT
cana-4442	21	16	and	and	CCONJ
cana-4442	21	17	outlining	outline	VERB
cana-4442	21	18	future	future	ADJ
cana-4442	21	19	research	research	NOUN
cana-4442	21	20	directions	direction	NOUN
cana-4442	21	21	,	,	PUNCT
cana-4442	21	22	this	this	DET
cana-4442	21	23	review	review	NOUN
cana-4442	21	24	seeks	seek	VERB
cana-4442	21	25	to	to	PART
cana-4442	21	26	facilitate	facilitate	VERB
cana-4442	21	27	the	the	DET
cana-4442	21	28	adoption	adoption	NOUN
cana-4442	21	29	of	of	ADP
cana-4442	21	30	intelligent	intelligent	ADJ
cana-4442	21	31	solutions	solution	NOUN
cana-4442	21	32	for	for	ADP
cana-4442	21	33	building	build	VERB
cana-4442	21	34	smarter	smart	ADJ
cana-4442	21	35	,	,	PUNCT
cana-4442	21	36	more	more	ADV
cana-4442	21	37	resilient	resilient	ADJ
cana-4442	21	38	,	,	PUNCT
cana-4442	21	39	and	and	CCONJ
cana-4442	21	40	sustainable	sustainable	ADJ
cana-4442	21	41	power	power	NOUN
cana-4442	21	42	systems[6	systems[6	PROPN
cana-4442	21	43	]	]	PUNCT
cana-4442	21	44	.	.	PUNCT
cana-4442	22	1	2	2	X
cana-4442	22	2	.	.	X
cana-4442	22	3	predictive	predictive	ADJ
cana-4442	22	4	maintenance	maintenance	NOUN
cana-4442	22	5	and	and	CCONJ
cana-4442	22	6	asset	asset	NOUN
cana-4442	22	7	management	management	NOUN
cana-4442	22	8	:	:	PUNCT
cana-4442	22	9	figure-1	figure-1	NUM
cana-4442	22	10	:	:	PUNCT
cana-4442	22	11	predictive	predictive	ADJ
cana-4442	22	12	maintenance	maintenance	NOUN
cana-4442	22	13	and	and	CCONJ
cana-4442	22	14	asset	asset	NOUN
cana-4442	22	15	management	management	NOUN
cana-4442	22	16	flow	flow	NOUN
cana-4442	22	17	chart	chart	NOUN
cana-4442	22	18	in	in	ADP
cana-4442	22	19	modern	modern	ADJ
cana-4442	22	20	power	power	NOUN
cana-4442	22	21	systems	system	NOUN
cana-4442	22	22	,	,	PUNCT
cana-4442	22	23	the	the	DET
cana-4442	22	24	efficient	efficient	ADJ
cana-4442	22	25	operation	operation	NOUN
cana-4442	22	26	and	and	CCONJ
cana-4442	22	27	maintenance	maintenance	NOUN
cana-4442	22	28	of	of	ADP
cana-4442	22	29	assets	asset	NOUN
cana-4442	22	30	are	be	AUX
cana-4442	22	31	paramount	paramount	ADJ
cana-4442	22	32	to	to	PART
cana-4442	22	33	ensure	ensure	VERB
cana-4442	22	34	reliability	reliability	NOUN
cana-4442	22	35	,	,	PUNCT
cana-4442	22	36	safety	safety	NOUN
cana-4442	22	37	,	,	PUNCT
cana-4442	22	38	and	and	CCONJ
cana-4442	22	39	cost	cost	NOUN
cana-4442	22	40	-	-	PUNCT
cana-4442	22	41	effectiveness	effectiveness	NOUN
cana-4442	22	42	.	.	PUNCT
cana-4442	23	1	traditional	traditional	ADJ
cana-4442	23	2	maintenance	maintenance	NOUN
cana-4442	23	3	strategies	strategy	NOUN
cana-4442	23	4	often	often	ADV
cana-4442	23	5	rely	rely	VERB
cana-4442	23	6	on	on	ADP
cana-4442	23	7	scheduled	schedule	VERB
cana-4442	23	8	communications	communication	NOUN
cana-4442	23	9	on	on	ADP
cana-4442	23	10	applied	apply	VERB
cana-4442	23	11	nonlinear	nonlinear	ADJ
cana-4442	23	12	analysis	analysis	NOUN
cana-4442	23	13	issn	issn	NOUN
cana-4442	23	14	:	:	PUNCT
cana-4442	23	15	1074	1074	NUM
cana-4442	23	16	-	-	PUNCT
cana-4442	23	17	133x	133x	NUM
cana-4442	23	18	vol	vol	NOUN
cana-4442	23	19	32	32	NUM
cana-4442	23	20	no	no	NOUN
cana-4442	23	21	.	.	PUNCT
cana-4442	24	1	9s	9s	NUM
cana-4442	24	2	(	(	PUNCT
cana-4442	24	3	2025	2025	NUM
cana-4442	24	4	)	)	PUNCT
cana-4442	24	5	2009	2009	NUM
cana-4442	25	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	25	2	inspections	inspection	NOUN
cana-4442	25	3	or	or	CCONJ
cana-4442	25	4	reactive	reactive	ADJ
cana-4442	25	5	responses	response	NOUN
cana-4442	25	6	to	to	ADP
cana-4442	25	7	failures	failure	NOUN
cana-4442	25	8	,	,	PUNCT
cana-4442	25	9	leading	lead	VERB
cana-4442	25	10	to	to	ADP
cana-4442	25	11	downtime	downtime	NOUN
cana-4442	25	12	,	,	PUNCT
cana-4442	25	13	increased	increase	VERB
cana-4442	25	14	operational	operational	ADJ
cana-4442	25	15	costs	cost	NOUN
cana-4442	25	16	,	,	PUNCT
cana-4442	25	17	and	and	CCONJ
cana-4442	25	18	suboptimal	suboptimal	ADJ
cana-4442	25	19	asset	asset	NOUN
cana-4442	25	20	performance	performance	NOUN
cana-4442	25	21	.	.	PUNCT
cana-4442	26	1	predictive	predictive	ADJ
cana-4442	26	2	maintenance	maintenance	NOUN
cana-4442	26	3	,	,	PUNCT
cana-4442	26	4	empowered	empower	VERB
cana-4442	26	5	by	by	ADP
cana-4442	26	6	artificial	artificial	ADJ
cana-4442	26	7	intelligence	intelligence	NOUN
cana-4442	26	8	(	(	PUNCT
cana-4442	26	9	ai	ai	NOUN
cana-4442	26	10	)	)	PUNCT
cana-4442	26	11	and	and	CCONJ
cana-4442	26	12	machine	machine	NOUN
cana-4442	26	13	learning	learning	NOUN
cana-4442	26	14	(	(	PUNCT
cana-4442	26	15	ml	ml	NOUN
cana-4442	26	16	)	)	PUNCT
cana-4442	26	17	techniques	technique	NOUN
cana-4442	26	18	,	,	PUNCT
cana-4442	26	19	offers	offer	VERB
cana-4442	26	20	a	a	DET
cana-4442	26	21	proactive	proactive	ADJ
cana-4442	26	22	and	and	CCONJ
cana-4442	26	23	data	data	NOUN
cana-4442	26	24	-	-	PUNCT
cana-4442	26	25	driven	drive	VERB
cana-4442	26	26	approach	approach	NOUN
cana-4442	26	27	to	to	ADP
cana-4442	26	28	asset	asset	NOUN
cana-4442	26	29	management	management	NOUN
cana-4442	26	30	,	,	PUNCT
cana-4442	26	31	enabling	enable	VERB
cana-4442	26	32	utilities	utility	NOUN
cana-4442	26	33	to	to	PART
cana-4442	26	34	predict	predict	VERB
cana-4442	26	35	equipment	equipment	NOUN
cana-4442	26	36	failures	failure	NOUN
cana-4442	26	37	,	,	PUNCT
cana-4442	26	38	optimize	optimize	VERB
cana-4442	26	39	maintenance	maintenance	NOUN
cana-4442	26	40	schedules	schedule	NOUN
cana-4442	26	41	,	,	PUNCT
cana-4442	26	42	and	and	CCONJ
cana-4442	26	43	extend	extend	VERB
cana-4442	26	44	asset	asset	NOUN
cana-4442	26	45	lifespan	lifespan	NOUN
cana-4442	26	46	.	.	PUNCT
cana-4442	27	1	2.1	2.1	NUM
cana-4442	27	2	.	.	PUNCT
cana-4442	27	3	predictive	predictive	ADJ
cana-4442	27	4	maintenance	maintenance	NOUN
cana-4442	27	5	techniques	technique	NOUN
cana-4442	27	6	:	:	PUNCT
cana-4442	27	7	ai	ai	AUX
cana-4442	27	8	and	and	CCONJ
cana-4442	27	9	ml	ml	ADP
cana-4442	27	10	algorithms	algorithm	NOUN
cana-4442	27	11	play	play	VERB
cana-4442	27	12	a	a	DET
cana-4442	27	13	pivotal	pivotal	ADJ
cana-4442	27	14	role	role	NOUN
cana-4442	27	15	in	in	ADP
cana-4442	27	16	predictive	predictive	ADJ
cana-4442	27	17	maintenance	maintenance	NOUN
cana-4442	27	18	by	by	ADP
cana-4442	27	19	analyzing	analyze	VERB
cana-4442	27	20	historical	historical	ADJ
cana-4442	27	21	data	datum	NOUN
cana-4442	27	22	,	,	PUNCT
cana-4442	27	23	sensor	sensor	NOUN
cana-4442	27	24	measurements	measurement	NOUN
cana-4442	27	25	,	,	PUNCT
cana-4442	27	26	and	and	CCONJ
cana-4442	27	27	operational	operational	ADJ
cana-4442	27	28	parameters	parameter	NOUN
cana-4442	27	29	to	to	PART
cana-4442	27	30	detect	detect	VERB
cana-4442	27	31	anomalies	anomaly	NOUN
cana-4442	27	32	,	,	PUNCT
cana-4442	27	33	identify	identify	VERB
cana-4442	27	34	degradation	degradation	NOUN
cana-4442	27	35	patterns	pattern	NOUN
cana-4442	27	36	,	,	PUNCT
cana-4442	27	37	and	and	CCONJ
cana-4442	27	38	predict	predict	VERB
cana-4442	27	39	impending	impending	ADJ
cana-4442	27	40	failures	failure	NOUN
cana-4442	27	41	.	.	PUNCT
cana-4442	28	1	supervised	supervise	VERB
cana-4442	28	2	learning	learning	NOUN
cana-4442	28	3	algorithms	algorithm	NOUN
cana-4442	28	4	,	,	PUNCT
cana-4442	28	5	such	such	ADJ
cana-4442	28	6	as	as	ADP
cana-4442	28	7	support	support	NOUN
cana-4442	28	8	vector	vector	NOUN
cana-4442	28	9	machines	machine	NOUN
cana-4442	28	10	(	(	PUNCT
cana-4442	28	11	svm	svm	PROPN
cana-4442	28	12	)	)	PUNCT
cana-4442	28	13	and	and	CCONJ
cana-4442	28	14	random	random	ADJ
cana-4442	28	15	forests	forest	NOUN
cana-4442	28	16	,	,	PUNCT
cana-4442	28	17	are	be	AUX
cana-4442	28	18	commonly	commonly	ADV
cana-4442	28	19	used	use	VERB
cana-4442	28	20	for	for	ADP
cana-4442	28	21	classification	classification	NOUN
cana-4442	28	22	tasks[7	tasks[7	PROPN
cana-4442	28	23	]	]	PUNCT
cana-4442	28	24	,	,	PUNCT
cana-4442	28	25	while	while	SCONJ
cana-4442	28	26	unsupervised	unsupervised	ADJ
cana-4442	28	27	learning	learning	NOUN
cana-4442	28	28	techniques	technique	NOUN
cana-4442	28	29	like	like	ADP
cana-4442	28	30	clustering	clustering	NOUN
cana-4442	28	31	and	and	CCONJ
cana-4442	28	32	anomaly	anomaly	NOUN
cana-4442	28	33	detection	detection	NOUN
cana-4442	28	34	algorithms	algorithm	NOUN
cana-4442	28	35	aid	aid	NOUN
cana-4442	28	36	in	in	ADP
cana-4442	28	37	identifying	identify	VERB
cana-4442	28	38	abnormal	abnormal	ADJ
cana-4442	28	39	behavior	behavior	NOUN
cana-4442	28	40	in	in	ADP
cana-4442	28	41	asset	asset	NOUN
cana-4442	28	42	performance	performance	NOUN
cana-4442	28	43	data[8	data[8	PROPN
cana-4442	28	44	]	]	PUNCT
cana-4442	28	45	.	.	PUNCT
cana-4442	29	1	furthermore	furthermore	ADV
cana-4442	29	2	,	,	PUNCT
cana-4442	29	3	reinforcement	reinforcement	NOUN
cana-4442	29	4	learning	learning	NOUN
cana-4442	29	5	algorithms	algorithm	NOUN
cana-4442	29	6	enable	enable	VERB
cana-4442	29	7	adaptive	adaptive	ADJ
cana-4442	29	8	maintenance	maintenance	NOUN
cana-4442	29	9	strategies	strategy	NOUN
cana-4442	29	10	by	by	ADP
cana-4442	29	11	optimizing	optimize	VERB
cana-4442	29	12	maintenance	maintenance	NOUN
cana-4442	29	13	actions	action	NOUN
cana-4442	29	14	based	base	VERB
cana-4442	29	15	on	on	ADP
cana-4442	29	16	real	real	ADJ
cana-4442	29	17	-	-	PUNCT
cana-4442	29	18	time	time	NOUN
cana-4442	29	19	feedback	feedback	NOUN
cana-4442	29	20	and	and	CCONJ
cana-4442	29	21	performance	performance	NOUN
cana-4442	29	22	data[9	data[9	NOUN
cana-4442	29	23	]	]	PUNCT
cana-4442	29	24	.	.	PUNCT
cana-4442	30	1	2.2	2.2	NUM
cana-4442	30	2	.	.	PUNCT
cana-4442	31	1	asset	asset	NOUN
cana-4442	31	2	health	health	NOUN
cana-4442	31	3	monitoring	monitoring	NOUN
cana-4442	31	4	and	and	CCONJ
cana-4442	31	5	condition	condition	NOUN
cana-4442	31	6	-	-	PUNCT
cana-4442	31	7	based	base	VERB
cana-4442	31	8	maintenance	maintenance	NOUN
cana-4442	31	9	:	:	PUNCT
cana-4442	31	10	ai	ai	VERB
cana-4442	31	11	and	and	CCONJ
cana-4442	31	12	ml	ml	NOUN
cana-4442	31	13	-	-	PUNCT
cana-4442	31	14	based	base	VERB
cana-4442	31	15	asset	asset	NOUN
cana-4442	31	16	health	health	NOUN
cana-4442	31	17	monitoring	monitoring	NOUN
cana-4442	31	18	systems	system	NOUN
cana-4442	31	19	continuously	continuously	ADV
cana-4442	31	20	analyze	analyze	VERB
cana-4442	31	21	sensor	sensor	NOUN
cana-4442	31	22	data	datum	NOUN
cana-4442	31	23	,	,	PUNCT
cana-4442	31	24	operational	operational	ADJ
cana-4442	31	25	logs	log	NOUN
cana-4442	31	26	,	,	PUNCT
cana-4442	31	27	and	and	CCONJ
cana-4442	31	28	environmental	environmental	ADJ
cana-4442	31	29	conditions	condition	NOUN
cana-4442	31	30	to	to	PART
cana-4442	31	31	assess	assess	VERB
cana-4442	31	32	the	the	DET
cana-4442	31	33	condition	condition	NOUN
cana-4442	31	34	of	of	ADP
cana-4442	31	35	critical	critical	ADJ
cana-4442	31	36	assets	asset	NOUN
cana-4442	31	37	such	such	ADJ
cana-4442	31	38	as	as	ADP
cana-4442	31	39	transformers	transformer	NOUN
cana-4442	31	40	,	,	PUNCT
cana-4442	31	41	generators	generator	NOUN
cana-4442	31	42	,	,	PUNCT
cana-4442	31	43	and	and	CCONJ
cana-4442	31	44	transmission	transmission	NOUN
cana-4442	31	45	lines	line	NOUN
cana-4442	31	46	.	.	PUNCT
cana-4442	32	1	these	these	DET
cana-4442	32	2	systems	system	NOUN
cana-4442	32	3	can	can	AUX
cana-4442	32	4	detect	detect	VERB
cana-4442	32	5	early	early	ADJ
cana-4442	32	6	indications	indication	NOUN
cana-4442	32	7	of	of	ADP
cana-4442	32	8	deterioration	deterioration	NOUN
cana-4442	32	9	or	or	CCONJ
cana-4442	32	10	aberrant	aberrant	NOUN
cana-4442	32	11	behaviour	behaviour	NOUN
cana-4442	32	12	by	by	ADP
cana-4442	32	13	using	use	VERB
cana-4442	32	14	methods	method	NOUN
cana-4442	32	15	including	include	VERB
cana-4442	32	16	time	time	NOUN
cana-4442	32	17	-	-	PUNCT
cana-4442	32	18	series	series	NOUN
cana-4442	32	19	analysis[10	analysis[10	NOUN
cana-4442	32	20	]	]	PUNCT
cana-4442	32	21	,	,	PUNCT
cana-4442	32	22	pattern	pattern	NOUN
cana-4442	32	23	recognition[11	recognition[11	VERB
cana-4442	32	24	]	]	PUNCT
cana-4442	32	25	,	,	PUNCT
cana-4442	32	26	and	and	CCONJ
cana-4442	32	27	feature	feature	VERB
cana-4442	32	28	extraction[12	extraction[12	PROPN
cana-4442	32	29	]	]	PUNCT
cana-4442	32	30	.	.	PUNCT
cana-4442	33	1	this	this	PRON
cana-4442	33	2	enables	enable	VERB
cana-4442	33	3	operators	operator	NOUN
cana-4442	33	4	to	to	PART
cana-4442	33	5	conduct	conduct	VERB
cana-4442	33	6	preventative	preventative	ADJ
cana-4442	33	7	maintenance	maintenance	NOUN
cana-4442	33	8	measures	measure	NOUN
cana-4442	33	9	before	before	SCONJ
cana-4442	33	10	breakdowns	breakdown	NOUN
cana-4442	33	11	happen.condition	happen.condition	NOUN
cana-4442	33	12	-	-	PUNCT
cana-4442	33	13	based	base	VERB
cana-4442	33	14	maintenance	maintenance	NOUN
cana-4442	33	15	strategies	strategy	NOUN
cana-4442	33	16	prioritize	prioritize	VERB
cana-4442	33	17	maintenance	maintenance	NOUN
cana-4442	33	18	activities	activity	NOUN
cana-4442	33	19	based	base	VERB
cana-4442	33	20	on	on	ADP
cana-4442	33	21	asset	asset	NOUN
cana-4442	33	22	health	health	NOUN
cana-4442	33	23	assessments	assessment	NOUN
cana-4442	33	24	,	,	PUNCT
cana-4442	33	25	optimizing	optimize	VERB
cana-4442	33	26	resource	resource	NOUN
cana-4442	33	27	allocation	allocation	NOUN
cana-4442	33	28	and	and	CCONJ
cana-4442	33	29	minimizing	minimize	VERB
cana-4442	33	30	downtime[13	downtime[13	PROPN
cana-4442	33	31	]	]	PUNCT
cana-4442	33	32	.	.	PUNCT
cana-4442	34	1	2.3	2.3	NUM
cana-4442	34	2	.	.	PUNCT
cana-4442	35	1	remaining	remain	VERB
cana-4442	35	2	useful	useful	ADJ
cana-4442	35	3	life	life	NOUN
cana-4442	35	4	prediction	prediction	NOUN
cana-4442	35	5	:	:	PUNCT
cana-4442	35	6	it	it	PRON
cana-4442	35	7	is	be	AUX
cana-4442	35	8	crucial	crucial	ADJ
cana-4442	35	9	to	to	PART
cana-4442	35	10	estimate	estimate	VERB
cana-4442	35	11	the	the	DET
cana-4442	35	12	assets	asset	NOUN
cana-4442	35	13	'	'	PART
cana-4442	35	14	remaining	remain	VERB
cana-4442	35	15	usable	usable	ADJ
cana-4442	35	16	lives	life	NOUN
cana-4442	35	17	(	(	PUNCT
cana-4442	35	18	rul	rul	NOUN
cana-4442	35	19	)	)	PUNCT
cana-4442	35	20	in	in	ADP
cana-4442	35	21	power	power	NOUN
cana-4442	35	22	systems	system	NOUN
cana-4442	35	23	in	in	ADP
cana-4442	35	24	order	order	NOUN
cana-4442	35	25	to	to	PART
cana-4442	35	26	maximize	maximize	VERB
cana-4442	35	27	asset	asset	NOUN
cana-4442	35	28	longevity	longevity	NOUN
cana-4442	35	29	,	,	PUNCT
cana-4442	35	30	minimize	minimize	VERB
cana-4442	35	31	expenses	expense	NOUN
cana-4442	35	32	,	,	PUNCT
cana-4442	35	33	and	and	CCONJ
cana-4442	35	34	optimize	optimize	VERB
cana-4442	35	35	maintenance	maintenance	NOUN
cana-4442	35	36	schedules[14	schedules[14	PROPN
cana-4442	35	37	]	]	PUNCT
cana-4442	35	38	.	.	PUNCT
cana-4442	36	1	regression	regression	NOUN
cana-4442	36	2	analysis	analysis	NOUN
cana-4442	36	3	,	,	PUNCT
cana-4442	36	4	survival	survival	NOUN
cana-4442	36	5	analysis	analysis	NOUN
cana-4442	36	6	,	,	PUNCT
cana-4442	36	7	and	and	CCONJ
cana-4442	36	8	deep	deep	ADJ
cana-4442	36	9	learning	learning	NOUN
cana-4442	36	10	models	model	NOUN
cana-4442	36	11	are	be	AUX
cana-4442	36	12	a	a	DET
cana-4442	36	13	few	few	ADJ
cana-4442	36	14	of	of	ADP
cana-4442	36	15	the	the	DET
cana-4442	36	16	ai	ai	NOUN
cana-4442	36	17	and	and	CCONJ
cana-4442	36	18	ml	ml	ADP
cana-4442	36	19	techniques	technique	NOUN
cana-4442	36	20	used	use	VERB
cana-4442	36	21	to	to	PART
cana-4442	36	22	estimate	estimate	VERB
cana-4442	36	23	the	the	DET
cana-4442	36	24	rul	rul	NOUN
cana-4442	36	25	of	of	ADP
cana-4442	36	26	equipment	equipment	NOUN
cana-4442	36	27	based	base	VERB
cana-4442	36	28	on	on	ADP
cana-4442	36	29	environmental	environmental	ADJ
cana-4442	36	30	conditions	condition	NOUN
cana-4442	36	31	,	,	PUNCT
cana-4442	36	32	maintenance	maintenance	NOUN
cana-4442	36	33	records	record	NOUN
cana-4442	36	34	,	,	PUNCT
cana-4442	36	35	and	and	CCONJ
cana-4442	36	36	previous	previous	ADJ
cana-4442	36	37	performance	performance	NOUN
cana-4442	36	38	data	datum	NOUN
cana-4442	36	39	.	.	PUNCT
cana-4442	37	1	by	by	ADP
cana-4442	37	2	leveraging	leverage	VERB
cana-4442	37	3	advanced	advanced	ADJ
cana-4442	37	4	data	data	NOUN
cana-4442	37	5	-	-	PUNCT
cana-4442	37	6	driven	drive	VERB
cana-4442	37	7	models	model	NOUN
cana-4442	37	8	,	,	PUNCT
cana-4442	37	9	utilities	utility	NOUN
cana-4442	37	10	can	can	AUX
cana-4442	37	11	forecast	forecast	VERB
cana-4442	37	12	the	the	DET
cana-4442	37	13	time	time	NOUN
cana-4442	37	14	to	to	ADP
cana-4442	37	15	failure	failure	NOUN
cana-4442	37	16	of	of	ADP
cana-4442	37	17	assets	asset	NOUN
cana-4442	37	18	with	with	ADP
cana-4442	37	19	greater	great	ADJ
cana-4442	37	20	accuracy	accuracy	NOUN
cana-4442	37	21	,	,	PUNCT
cana-4442	37	22	enabling	enable	VERB
cana-4442	37	23	proactive	proactive	ADJ
cana-4442	37	24	maintenance	maintenance	NOUN
cana-4442	37	25	interventions	intervention	NOUN
cana-4442	37	26	and	and	CCONJ
cana-4442	37	27	reducing	reduce	VERB
cana-4442	37	28	the	the	DET
cana-4442	37	29	risk	risk	NOUN
cana-4442	37	30	of	of	ADP
cana-4442	37	31	unexpected	unexpected	ADJ
cana-4442	37	32	downtime	downtime	NOUN
cana-4442	37	33	.	.	PUNCT
cana-4442	38	1	2.4	2.4	NUM
cana-4442	38	2	.	.	PUNCT
cana-4442	38	3	anomaly	anomaly	NOUN
cana-4442	38	4	detection	detection	NOUN
cana-4442	38	5	and	and	CCONJ
cana-4442	38	6	fault	fault	VERB
cana-4442	38	7	diagnosis	diagnosis	NOUN
cana-4442	38	8	:	:	PUNCT
cana-4442	38	9	anomalies	anomaly	NOUN
cana-4442	38	10	and	and	CCONJ
cana-4442	38	11	faults	fault	NOUN
cana-4442	38	12	in	in	ADP
cana-4442	38	13	power	power	NOUN
cana-4442	38	14	system	system	NOUN
cana-4442	38	15	assets	asset	NOUN
cana-4442	38	16	can	can	AUX
cana-4442	38	17	have	have	VERB
cana-4442	38	18	significant	significant	ADJ
cana-4442	38	19	operational	operational	ADJ
cana-4442	38	20	and	and	CCONJ
cana-4442	38	21	safety	safety	NOUN
cana-4442	38	22	implications	implication	NOUN
cana-4442	38	23	,	,	PUNCT
cana-4442	38	24	making	make	VERB
cana-4442	38	25	timely	timely	ADJ
cana-4442	38	26	detection	detection	NOUN
cana-4442	38	27	and	and	CCONJ
cana-4442	38	28	diagnosis	diagnosis	NOUN
cana-4442	38	29	critical	critical	ADJ
cana-4442	38	30	for	for	ADP
cana-4442	38	31	maintaining	maintain	VERB
cana-4442	38	32	system	system	NOUN
cana-4442	38	33	reliability	reliability	NOUN
cana-4442	38	34	.	.	PUNCT
cana-4442	39	1	ai	ai	VERB
cana-4442	39	2	and	and	CCONJ
cana-4442	39	3	ml	ml	NOUN
cana-4442	39	4	algorithms	algorithm	NOUN
cana-4442	39	5	,	,	PUNCT
cana-4442	39	6	such	such	ADJ
cana-4442	39	7	as	as	ADP
cana-4442	39	8	auto	auto	NOUN
cana-4442	39	9	encoders	encoder	NOUN
cana-4442	39	10	,	,	PUNCT
cana-4442	39	11	deep	deep	ADJ
cana-4442	39	12	belief	belief	NOUN
cana-4442	39	13	networks	network	NOUN
cana-4442	39	14	,	,	PUNCT
cana-4442	39	15	and	and	CCONJ
cana-4442	39	16	bayesian	bayesian	NOUN
cana-4442	39	17	networks	network	NOUN
cana-4442	39	18	,	,	PUNCT
cana-4442	39	19	are	be	AUX
cana-4442	39	20	applied	apply	VERB
cana-4442	39	21	to	to	PART
cana-4442	39	22	detect	detect	VERB
cana-4442	39	23	anomalies	anomaly	NOUN
cana-4442	39	24	and	and	CCONJ
cana-4442	39	25	diagnose	diagnose	NOUN
cana-4442	39	26	faults	fault	NOUN
cana-4442	39	27	by	by	ADP
cana-4442	39	28	analyzing	analyze	VERB
cana-4442	39	29	patterns	pattern	NOUN
cana-4442	39	30	in	in	ADP
cana-4442	39	31	sensor	sensor	NOUN
cana-4442	39	32	data	datum	NOUN
cana-4442	39	33	,	,	PUNCT
cana-4442	39	34	operational	operational	ADJ
cana-4442	39	35	logs	log	NOUN
cana-4442	39	36	,	,	PUNCT
cana-4442	39	37	and	and	CCONJ
cana-4442	39	38	historical	historical	ADJ
cana-4442	39	39	maintenance	maintenance	NOUN
cana-4442	39	40	records	record	NOUN
cana-4442	39	41	[	[	X
cana-4442	39	42	15	15	NUM
cana-4442	39	43	]	]	PUNCT
cana-4442	39	44	.	.	PUNCT
cana-4442	40	1	these	these	DET
cana-4442	40	2	methods	method	NOUN
cana-4442	40	3	aid	aid	VERB
cana-4442	40	4	in	in	ADP
cana-4442	40	5	the	the	DET
cana-4442	40	6	quick	quick	ADJ
cana-4442	40	7	discovery	discovery	NOUN
cana-4442	40	8	and	and	CCONJ
cana-4442	40	9	resolution	resolution	NOUN
cana-4442	40	10	of	of	ADP
cana-4442	40	11	asset	asset	NOUN
cana-4442	40	12	-	-	PUNCT
cana-4442	40	13	related	relate	VERB
cana-4442	40	14	problems	problem	NOUN
cana-4442	40	15	by	by	ADP
cana-4442	40	16	enabling	enable	VERB
cana-4442	40	17	the	the	DET
cana-4442	40	18	early	early	ADJ
cana-4442	40	19	detection	detection	NOUN
cana-4442	40	20	of	of	ADP
cana-4442	40	21	anomalous	anomalous	ADJ
cana-4442	40	22	behaviour	behaviour	NOUN
cana-4442	40	23	and	and	CCONJ
cana-4442	40	24	facilitating	facilitate	VERB
cana-4442	40	25	root	root	NOUN
cana-4442	40	26	cause	cause	NOUN
cana-4442	40	27	analysis	analysis	NOUN
cana-4442	40	28	.	.	PUNCT
cana-4442	41	1	communications	communication	NOUN
cana-4442	41	2	on	on	ADP
cana-4442	41	3	applied	apply	VERB
cana-4442	41	4	nonlinear	nonlinear	ADJ
cana-4442	41	5	analysis	analysis	NOUN
cana-4442	41	6	issn	issn	NOUN
cana-4442	41	7	:	:	PUNCT
cana-4442	41	8	1074	1074	NUM
cana-4442	41	9	-	-	PUNCT
cana-4442	41	10	133x	133x	NUM
cana-4442	41	11	vol	vol	NOUN
cana-4442	41	12	32	32	NUM
cana-4442	41	13	no	no	NOUN
cana-4442	41	14	.	.	PUNCT
cana-4442	42	1	9s	9s	NUM
cana-4442	42	2	(	(	PUNCT
cana-4442	42	3	2025	2025	NUM
cana-4442	42	4	)	)	PUNCT
cana-4442	42	5	2010	2010	NUM
cana-4442	42	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	42	7	2.5	2.5	NUM
cana-4442	42	8	.	.	PUNCT
cana-4442	43	1	integration	integration	NOUN
cana-4442	43	2	with	with	ADP
cana-4442	43	3	asset	asset	NOUN
cana-4442	43	4	management	management	NOUN
cana-4442	43	5	systems	system	NOUN
cana-4442	43	6	:	:	PUNCT
cana-4442	43	7	integrating	integrate	VERB
cana-4442	43	8	ai	ai	VERB
cana-4442	43	9	and	and	CCONJ
cana-4442	43	10	ml	ml	NOUN
cana-4442	43	11	-	-	PUNCT
cana-4442	43	12	based	base	VERB
cana-4442	43	13	predictive	predictive	ADJ
cana-4442	43	14	maintenance	maintenance	NOUN
cana-4442	43	15	solutions	solution	NOUN
cana-4442	43	16	with	with	ADP
cana-4442	43	17	existing	exist	VERB
cana-4442	43	18	asset	asset	NOUN
cana-4442	43	19	management	management	NOUN
cana-4442	43	20	systems	system	NOUN
cana-4442	43	21	enhances	enhance	VERB
cana-4442	43	22	decision	decision	NOUN
cana-4442	43	23	-	-	PUNCT
cana-4442	43	24	making	make	VERB
cana-4442	43	25	capabilities	capability	NOUN
cana-4442	43	26	,	,	PUNCT
cana-4442	43	27	streamlines	streamline	NOUN
cana-4442	43	28	maintenance	maintenance	NOUN
cana-4442	43	29	workflows	workflow	NOUN
cana-4442	43	30	,	,	PUNCT
cana-4442	43	31	and	and	CCONJ
cana-4442	43	32	optimizes	optimize	VERB
cana-4442	43	33	resource	resource	NOUN
cana-4442	43	34	allocation[16	allocation[16	NOUN
cana-4442	43	35	]	]	PUNCT
cana-4442	43	36	.	.	PUNCT
cana-4442	44	1	by	by	ADP
cana-4442	44	2	combining	combine	VERB
cana-4442	44	3	predictive	predictive	ADJ
cana-4442	44	4	analytics	analytic	NOUN
cana-4442	44	5	with	with	ADP
cana-4442	44	6	asset	asset	NOUN
cana-4442	44	7	performance	performance	NOUN
cana-4442	44	8	data	datum	NOUN
cana-4442	44	9	,	,	PUNCT
cana-4442	44	10	maintenance	maintenance	NOUN
cana-4442	44	11	histories	history	NOUN
cana-4442	44	12	,	,	PUNCT
cana-4442	44	13	and	and	CCONJ
cana-4442	44	14	business	business	NOUN
cana-4442	44	15	constraints	constraint	NOUN
cana-4442	44	16	,	,	PUNCT
cana-4442	44	17	utilities	utility	NOUN
cana-4442	44	18	can	can	AUX
cana-4442	44	19	develop	develop	VERB
cana-4442	44	20	data	data	NOUN
cana-4442	44	21	-	-	PUNCT
cana-4442	44	22	driven	drive	VERB
cana-4442	44	23	maintenance	maintenance	NOUN
cana-4442	44	24	strategies	strategy	NOUN
cana-4442	44	25	that	that	PRON
cana-4442	44	26	prioritize	prioritize	VERB
cana-4442	44	27	critical	critical	ADJ
cana-4442	44	28	assets	asset	NOUN
cana-4442	44	29	,	,	PUNCT
cana-4442	44	30	optimize	optimize	VERB
cana-4442	44	31	spare	spare	ADJ
cana-4442	44	32	parts	part	NOUN
cana-4442	44	33	inventory	inventory	NOUN
cana-4442	44	34	,	,	PUNCT
cana-4442	44	35	and	and	CCONJ
cana-4442	44	36	minimize	minimize	VERB
cana-4442	44	37	operational	operational	ADJ
cana-4442	44	38	risks	risk	NOUN
cana-4442	44	39	.	.	PUNCT
cana-4442	45	1	furthermore	furthermore	ADV
cana-4442	45	2	,	,	PUNCT
cana-4442	45	3	advanced	advanced	ADJ
cana-4442	45	4	analytics	analytic	NOUN
cana-4442	45	5	techniques	technique	NOUN
cana-4442	45	6	,	,	PUNCT
cana-4442	45	7	such	such	ADJ
cana-4442	45	8	as	as	ADP
cana-4442	45	9	prescriptive	prescriptive	ADJ
cana-4442	45	10	maintenance	maintenance	NOUN
cana-4442	45	11	and	and	CCONJ
cana-4442	45	12	dynamic	dynamic	ADJ
cana-4442	45	13	risk	risk	NOUN
cana-4442	45	14	assessment	assessment	NOUN
cana-4442	45	15	,	,	PUNCT
cana-4442	45	16	enable	enable	VERB
cana-4442	45	17	utilities	utility	NOUN
cana-4442	45	18	to	to	PART
cana-4442	45	19	proactively	proactively	ADV
cana-4442	45	20	mitigate	mitigate	VERB
cana-4442	45	21	potential	potential	ADJ
cana-4442	45	22	failures	failure	NOUN
cana-4442	45	23	and	and	CCONJ
cana-4442	45	24	optimize	optimize	VERB
cana-4442	45	25	asset	asset	NOUN
cana-4442	45	26	performance	performance	NOUN
cana-4442	45	27	in	in	ADP
cana-4442	45	28	realtime[17,18	realtime[17,18	PROPN
cana-4442	45	29	]	]	PUNCT
cana-4442	45	30	.	.	PUNCT
cana-4442	46	1	in	in	ADP
cana-4442	46	2	conclusion	conclusion	NOUN
cana-4442	46	3	,	,	PUNCT
cana-4442	46	4	ai	ai	VERB
cana-4442	46	5	and	and	CCONJ
cana-4442	46	6	ml	ml	NOUN
cana-4442	46	7	-	-	PUNCT
cana-4442	46	8	enabled	enable	VERB
cana-4442	46	9	predictive	predictive	ADJ
cana-4442	46	10	maintenance	maintenance	NOUN
cana-4442	46	11	and	and	CCONJ
cana-4442	46	12	asset	asset	NOUN
cana-4442	46	13	management	management	NOUN
cana-4442	46	14	have	have	VERB
cana-4442	46	15	a	a	DET
cana-4442	46	16	lot	lot	NOUN
cana-4442	46	17	to	to	PART
cana-4442	46	18	offer	offer	VERB
cana-4442	46	19	power	power	NOUN
cana-4442	46	20	system	system	NOUN
cana-4442	46	21	control	control	NOUN
cana-4442	46	22	and	and	CCONJ
cana-4442	46	23	operation	operation	NOUN
cana-4442	46	24	.	.	PUNCT
cana-4442	47	1	by	by	ADP
cana-4442	47	2	enabling	enable	VERB
cana-4442	47	3	utilities	utility	NOUN
cana-4442	47	4	to	to	PART
cana-4442	47	5	predict	predict	VERB
cana-4442	47	6	equipment	equipment	NOUN
cana-4442	47	7	failures	failure	NOUN
cana-4442	47	8	,	,	PUNCT
cana-4442	47	9	optimize	optimize	VERB
cana-4442	47	10	maintenance	maintenance	NOUN
cana-4442	47	11	schedules	schedule	NOUN
cana-4442	47	12	,	,	PUNCT
cana-4442	47	13	and	and	CCONJ
cana-4442	47	14	extend	extend	VERB
cana-4442	47	15	asset	asset	NOUN
cana-4442	47	16	lifespan	lifespan	NOUN
cana-4442	47	17	,	,	PUNCT
cana-4442	47	18	these	these	DET
cana-4442	47	19	techniques	technique	NOUN
cana-4442	47	20	contribute	contribute	VERB
cana-4442	47	21	to	to	ADP
cana-4442	47	22	improving	improve	VERB
cana-4442	47	23	reliability	reliability	NOUN
cana-4442	47	24	,	,	PUNCT
cana-4442	47	25	reducing	reduce	VERB
cana-4442	47	26	costs	cost	NOUN
cana-4442	47	27	,	,	PUNCT
cana-4442	47	28	and	and	CCONJ
cana-4442	47	29	enhancing	enhance	VERB
cana-4442	47	30	overall	overall	ADJ
cana-4442	47	31	system	system	NOUN
cana-4442	47	32	performance	performance	NOUN
cana-4442	47	33	.	.	PUNCT
cana-4442	48	1	to	to	PART
cana-4442	48	2	fully	fully	ADV
cana-4442	48	3	realize	realize	VERB
cana-4442	48	4	the	the	DET
cana-4442	48	5	potential	potential	NOUN
cana-4442	48	6	of	of	ADP
cana-4442	48	7	intelligent	intelligent	ADJ
cana-4442	48	8	asset	asset	NOUN
cana-4442	48	9	management	management	NOUN
cana-4442	48	10	in	in	ADP
cana-4442	48	11	contemporary	contemporary	ADJ
cana-4442	48	12	power	power	NOUN
cana-4442	48	13	systems	system	NOUN
cana-4442	48	14	,	,	PUNCT
cana-4442	48	15	solve	solve	VERB
cana-4442	48	16	new	new	ADJ
cana-4442	48	17	issues	issue	NOUN
cana-4442	48	18	,	,	PUNCT
cana-4442	48	19	and	and	CCONJ
cana-4442	48	20	improve	improve	VERB
cana-4442	48	21	predictive	predictive	ADJ
cana-4442	48	22	analytics	analytic	NOUN
cana-4442	48	23	skills	skill	NOUN
cana-4442	48	24	,	,	PUNCT
cana-4442	48	25	further	further	ADJ
cana-4442	48	26	research	research	NOUN
cana-4442	48	27	and	and	CCONJ
cana-4442	48	28	innovation	innovation	NOUN
cana-4442	48	29	in	in	ADP
cana-4442	48	30	ai	ai	PROPN
cana-4442	48	31	and	and	CCONJ
cana-4442	48	32	ml	ml	NOUN
cana-4442	48	33	-	-	PUNCT
cana-4442	48	34	based	base	VERB
cana-4442	48	35	predictive	predictive	ADJ
cana-4442	48	36	maintenance	maintenance	NOUN
cana-4442	48	37	are	be	AUX
cana-4442	48	38	required	require	VERB
cana-4442	48	39	.	.	PUNCT
cana-4442	49	1	3	3	X
cana-4442	49	2	.	.	X
cana-4442	49	3	fault	fault	VERB
cana-4442	49	4	detection	detection	NOUN
cana-4442	49	5	and	and	CCONJ
cana-4442	49	6	diagnosis	diagnosis	NOUN
cana-4442	49	7	power	power	NOUN
cana-4442	49	8	system	system	NOUN
cana-4442	49	9	malfunctions	malfunction	NOUN
cana-4442	49	10	can	can	AUX
cana-4442	49	11	cause	cause	VERB
cana-4442	49	12	serious	serious	ADJ
cana-4442	49	13	disruptions	disruption	NOUN
cana-4442	49	14	that	that	PRON
cana-4442	49	15	put	put	VERB
cana-4442	49	16	the	the	DET
cana-4442	49	17	grid	grid	NOUN
cana-4442	49	18	's	's	PART
cana-4442	49	19	stability	stability	NOUN
cana-4442	49	20	and	and	CCONJ
cana-4442	49	21	dependability	dependability	NOUN
cana-4442	49	22	in	in	ADP
cana-4442	49	23	danger	danger	NOUN
cana-4442	49	24	.	.	PUNCT
cana-4442	50	1	prompt	prompt	VERB
cana-4442	50	2	corrective	corrective	ADJ
cana-4442	50	3	action	action	NOUN
cana-4442	50	4	and	and	CCONJ
cana-4442	50	5	downtime	downtime	NOUN
cana-4442	50	6	reduction	reduction	NOUN
cana-4442	50	7	depend	depend	VERB
cana-4442	50	8	on	on	ADP
cana-4442	50	9	early	early	ADJ
cana-4442	50	10	defect	defect	NOUN
cana-4442	50	11	detection	detection	NOUN
cana-4442	50	12	and	and	CCONJ
cana-4442	50	13	precise	precise	ADJ
cana-4442	50	14	diagnosis	diagnosis	NOUN
cana-4442	50	15	.	.	PUNCT
cana-4442	51	1	by	by	ADP
cana-4442	51	2	providing	provide	VERB
cana-4442	51	3	sophisticated	sophisticated	ADJ
cana-4442	51	4	data	data	NOUN
cana-4442	51	5	-	-	PUNCT
cana-4442	51	6	driven	drive	VERB
cana-4442	51	7	methods	method	NOUN
cana-4442	51	8	for	for	ADP
cana-4442	51	9	issue	issue	NOUN
cana-4442	51	10	detection	detection	NOUN
cana-4442	51	11	and	and	CCONJ
cana-4442	51	12	diagnosis	diagnosis	NOUN
cana-4442	51	13	in	in	ADP
cana-4442	51	14	power	power	NOUN
cana-4442	51	15	system	system	NOUN
cana-4442	51	16	management	management	NOUN
cana-4442	51	17	and	and	CCONJ
cana-4442	51	18	control	control	NOUN
cana-4442	51	19	,	,	PUNCT
cana-4442	51	20	artificial	artificial	ADJ
cana-4442	51	21	intelligence	intelligence	NOUN
cana-4442	51	22	(	(	PUNCT
cana-4442	51	23	ai	ai	NOUN
cana-4442	51	24	)	)	PUNCT
cana-4442	51	25	and	and	CCONJ
cana-4442	51	26	machine	machine	NOUN
cana-4442	51	27	learning	learning	NOUN
cana-4442	51	28	(	(	PUNCT
cana-4442	51	29	ml	ml	NOUN
cana-4442	51	30	)	)	PUNCT
cana-4442	51	31	techniques	technique	NOUN
cana-4442	51	32	enable	enable	VERB
cana-4442	51	33	utilities	utility	NOUN
cana-4442	51	34	to	to	PART
cana-4442	51	35	increase	increase	VERB
cana-4442	51	36	system	system	NOUN
cana-4442	51	37	dependability	dependability	NOUN
cana-4442	51	38	,	,	PUNCT
cana-4442	51	39	optimize	optimize	VERB
cana-4442	51	40	maintenance	maintenance	NOUN
cana-4442	51	41	plans	plan	NOUN
cana-4442	51	42	,	,	PUNCT
cana-4442	51	43	and	and	CCONJ
cana-4442	51	44	boost	boost	VERB
cana-4442	51	45	operational	operational	ADJ
cana-4442	51	46	effectiveness[1	effectiveness[1	NOUN
cana-4442	51	47	]	]	PUNCT
cana-4442	51	48	.	.	PUNCT
cana-4442	52	1	figure-2	figure-2	NUM
cana-4442	52	2	fault	fault	VERB
cana-4442	52	3	detection	detection	NOUN
cana-4442	52	4	and	and	CCONJ
cana-4442	52	5	diagnosis	diagnosis	NOUN
cana-4442	52	6	3.1	3.1	NUM
cana-4442	52	7	.	.	PUNCT
cana-4442	52	8	data	data	NOUN
cana-4442	52	9	-	-	PUNCT
cana-4442	52	10	driven	drive	VERB
cana-4442	52	11	fault	fault	NOUN
cana-4442	52	12	detection	detection	NOUN
cana-4442	52	13	:	:	PUNCT
cana-4442	52	14	ai	ai	VERB
cana-4442	52	15	and	and	CCONJ
cana-4442	52	16	ml	ml	ADP
cana-4442	52	17	algorithms	algorithms	NOUN
cana-4442	52	18	leverage	leverage	NOUN
cana-4442	52	19	historical	historical	ADJ
cana-4442	52	20	operational	operational	ADJ
cana-4442	52	21	data	datum	NOUN
cana-4442	52	22	,	,	PUNCT
cana-4442	52	23	sensor	sensor	NOUN
cana-4442	52	24	measurements	measurement	NOUN
cana-4442	52	25	,	,	PUNCT
cana-4442	52	26	and	and	CCONJ
cana-4442	52	27	system	system	NOUN
cana-4442	52	28	parameters	parameter	NOUN
cana-4442	52	29	to	to	PART
cana-4442	52	30	identify	identify	VERB
cana-4442	52	31	abnormal	abnormal	ADJ
cana-4442	52	32	behaviour	behaviour	NOUN
cana-4442	52	33	indicative	indicative	ADJ
cana-4442	52	34	of	of	ADP
cana-4442	52	35	faults	fault	NOUN
cana-4442	52	36	[	[	X
cana-4442	52	37	19	19	NUM
cana-4442	52	38	]	]	PUNCT
cana-4442	52	39	.	.	PUNCT
cana-4442	53	1	supervised	supervised	ADJ
cana-4442	53	2	learning	learning	NOUN
cana-4442	53	3	algorithms	algorithm	NOUN
cana-4442	53	4	,	,	PUNCT
cana-4442	53	5	such	such	ADJ
cana-4442	53	6	as	as	ADP
cana-4442	53	7	support	support	NOUN
cana-4442	53	8	vector	vector	NOUN
cana-4442	53	9	machines	machine	NOUN
cana-4442	53	10	(	(	PUNCT
cana-4442	53	11	svm	svm	PROPN
cana-4442	53	12	)	)	PUNCT
cana-4442	53	13	and	and	CCONJ
cana-4442	53	14	decision	decision	NOUN
cana-4442	53	15	trees	tree	NOUN
cana-4442	53	16	,	,	PUNCT
cana-4442	53	17	are	be	AUX
cana-4442	53	18	trained	train	VERB
cana-4442	53	19	on	on	ADP
cana-4442	53	20	labelled	label	VERB
cana-4442	53	21	datasets	dataset	NOUN
cana-4442	53	22	to	to	ADP
cana-4442	53	23	communications	communication	NOUN
cana-4442	53	24	on	on	ADP
cana-4442	53	25	applied	apply	VERB
cana-4442	53	26	nonlinear	nonlinear	ADJ
cana-4442	53	27	analysis	analysis	NOUN
cana-4442	53	28	issn	issn	NOUN
cana-4442	53	29	:	:	PUNCT
cana-4442	53	30	1074	1074	NUM
cana-4442	53	31	-	-	PUNCT
cana-4442	53	32	133x	133x	NUM
cana-4442	53	33	vol	vol	NOUN
cana-4442	53	34	32	32	NUM
cana-4442	53	35	no	no	NOUN
cana-4442	53	36	.	.	PUNCT
cana-4442	54	1	9s	9s	NUM
cana-4442	54	2	(	(	PUNCT
cana-4442	54	3	2025	2025	NUM
cana-4442	54	4	)	)	PUNCT
cana-4442	54	5	2011	2011	NUM
cana-4442	55	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	55	2	classify	classify	VERB
cana-4442	55	3	normal	normal	ADJ
cana-4442	55	4	and	and	CCONJ
cana-4442	55	5	faulty	faulty	ADJ
cana-4442	55	6	conditions	condition	NOUN
cana-4442	55	7	based	base	VERB
cana-4442	55	8	on	on	ADP
cana-4442	55	9	features	feature	NOUN
cana-4442	55	10	extracted	extract	VERB
cana-4442	55	11	from	from	ADP
cana-4442	55	12	sensor	sensor	NOUN
cana-4442	55	13	data	datum	NOUN
cana-4442	55	14	[	[	X
cana-4442	55	15	20	20	NUM
cana-4442	55	16	]	]	PUNCT
cana-4442	55	17	.	.	PUNCT
cana-4442	56	1	unsupervised	unsupervised	ADJ
cana-4442	56	2	learning	learning	NOUN
cana-4442	56	3	techniques	technique	NOUN
cana-4442	56	4	,	,	PUNCT
cana-4442	56	5	including	include	VERB
cana-4442	56	6	clustering	cluster	VERB
cana-4442	56	7	and	and	CCONJ
cana-4442	56	8	anomaly	anomaly	NOUN
cana-4442	56	9	detection	detection	NOUN
cana-4442	56	10	,	,	PUNCT
cana-4442	56	11	are	be	AUX
cana-4442	56	12	utilized	utilize	VERB
cana-4442	56	13	to	to	PART
cana-4442	56	14	identify	identify	VERB
cana-4442	56	15	patterns	pattern	NOUN
cana-4442	56	16	of	of	ADP
cana-4442	56	17	deviation	deviation	NOUN
cana-4442	56	18	from	from	ADP
cana-4442	56	19	normal	normal	ADJ
cana-4442	56	20	operation	operation	NOUN
cana-4442	56	21	without	without	ADP
cana-4442	56	22	requiring	require	VERB
cana-4442	56	23	labelled	label	VERB
cana-4442	56	24	data	datum	NOUN
cana-4442	56	25	[	[	X
cana-4442	56	26	21	21	NUM
cana-4442	56	27	]	]	PUNCT
cana-4442	56	28	.	.	PUNCT
cana-4442	57	1	these	these	DET
cana-4442	57	2	approaches	approach	NOUN
cana-4442	57	3	enable	enable	VERB
cana-4442	57	4	utilities	utility	NOUN
cana-4442	57	5	to	to	PART
cana-4442	57	6	detect	detect	VERB
cana-4442	57	7	faults	fault	NOUN
cana-4442	57	8	proactively	proactively	ADV
cana-4442	57	9	and	and	CCONJ
cana-4442	57	10	initiate	initiate	VERB
cana-4442	57	11	timely	timely	ADJ
cana-4442	57	12	interventions	intervention	NOUN
cana-4442	57	13	to	to	PART
cana-4442	57	14	prevent	prevent	VERB
cana-4442	57	15	cascading	cascade	VERB
cana-4442	57	16	failures	failure	NOUN
cana-4442	57	17	and	and	CCONJ
cana-4442	57	18	minimize	minimize	VERB
cana-4442	57	19	outage	outage	NOUN
cana-4442	57	20	durations	duration	NOUN
cana-4442	57	21	.	.	PUNCT
cana-4442	58	1	3.2	3.2	NUM
cana-4442	58	2	.	.	PUNCT
cana-4442	58	3	pattern	pattern	NOUN
cana-4442	58	4	recognition	recognition	NOUN
cana-4442	58	5	and	and	CCONJ
cana-4442	58	6	feature	feature	NOUN
cana-4442	58	7	extraction	extraction	NOUN
cana-4442	58	8	:	:	PUNCT
cana-4442	58	9	ai	ai	VERB
cana-4442	58	10	and	and	CCONJ
cana-4442	58	11	ml	ml	ADP
cana-4442	58	12	techniques	technique	NOUN
cana-4442	58	13	facilitate	facilitate	NOUN
cana-4442	58	14	pattern	pattern	NOUN
cana-4442	58	15	recognition	recognition	NOUN
cana-4442	58	16	and	and	CCONJ
cana-4442	58	17	feature	feature	NOUN
cana-4442	58	18	extraction	extraction	NOUN
cana-4442	58	19	from	from	ADP
cana-4442	58	20	high	high	ADJ
cana-4442	58	21	-	-	PUNCT
cana-4442	58	22	dimensional	dimensional	ADJ
cana-4442	58	23	sensor	sensor	NOUN
cana-4442	58	24	data	datum	NOUN
cana-4442	58	25	,	,	PUNCT
cana-4442	58	26	enabling	enable	VERB
cana-4442	58	27	the	the	DET
cana-4442	58	28	identification	identification	NOUN
cana-4442	58	29	of	of	ADP
cana-4442	58	30	fault	fault	NOUN
cana-4442	58	31	signatures	signature	NOUN
cana-4442	58	32	and	and	CCONJ
cana-4442	58	33	distinguishing	distinguish	VERB
cana-4442	58	34	between	between	ADP
cana-4442	58	35	different	different	ADJ
cana-4442	58	36	fault	fault	NOUN
cana-4442	58	37	types	type	NOUN
cana-4442	58	38	.	.	PUNCT
cana-4442	59	1	reducing	reduce	VERB
cana-4442	59	2	dimensionality	dimensionality	NOUN
cana-4442	59	3	and	and	CCONJ
cana-4442	59	4	improving	improve	VERB
cana-4442	59	5	fault	fault	NOUN
cana-4442	59	6	detection	detection	NOUN
cana-4442	59	7	accuracy	accuracy	NOUN
cana-4442	59	8	,	,	PUNCT
cana-4442	59	9	feature	feature	NOUN
cana-4442	59	10	extraction	extraction	NOUN
cana-4442	59	11	techniques	technique	NOUN
cana-4442	59	12	like	like	ADP
cana-4442	59	13	principal	principal	ADJ
cana-4442	59	14	component	component	NOUN
cana-4442	59	15	analysis	analysis	NOUN
cana-4442	59	16	(	(	PUNCT
cana-4442	59	17	pca	pca	NOUN
cana-4442	59	18	)	)	PUNCT
cana-4442	59	19	and	and	CCONJ
cana-4442	59	20	wavelet	wavelet	NOUN
cana-4442	59	21	transform	transform	NOUN
cana-4442	59	22	extract	extract	NOUN
cana-4442	59	23	pertinent	pertinent	ADJ
cana-4442	59	24	characteristics	characteristic	NOUN
cana-4442	59	25	from	from	ADP
cana-4442	59	26	unprocessed	unprocessed	ADJ
cana-4442	59	27	sensor	sensor	NOUN
cana-4442	59	28	data	datum	NOUN
cana-4442	59	29	.	.	PUNCT
cana-4442	60	1	additionally	additionally	ADV
cana-4442	60	2	,	,	PUNCT
cana-4442	60	3	to	to	PART
cana-4442	60	4	capture	capture	VERB
cana-4442	60	5	complex	complex	ADJ
cana-4442	60	6	fault	fault	NOUN
cana-4442	60	7	patterns	pattern	NOUN
cana-4442	60	8	and	and	CCONJ
cana-4442	60	9	enhance	enhance	VERB
cana-4442	60	10	classification	classification	NOUN
cana-4442	60	11	performance	performance	NOUN
cana-4442	60	12	,	,	PUNCT
cana-4442	60	13	deep	deep	ADJ
cana-4442	60	14	learning	learning	NOUN
cana-4442	60	15	architectures	architecture	NOUN
cana-4442	60	16	like	like	ADP
cana-4442	60	17	recurrent	recurrent	ADJ
cana-4442	60	18	neural	neural	ADJ
cana-4442	60	19	networks	network	NOUN
cana-4442	60	20	(	(	PUNCT
cana-4442	60	21	rnns	rnns	PROPN
cana-4442	60	22	)	)	PUNCT
cana-4442	60	23	and	and	CCONJ
cana-4442	60	24	convolutional	convolutional	ADJ
cana-4442	60	25	neural	neural	ADJ
cana-4442	60	26	networks	network	NOUN
cana-4442	60	27	(	(	PUNCT
cana-4442	60	28	cnns	cnns	PROPN
cana-4442	60	29	)	)	PUNCT
cana-4442	60	30	learn	learn	VERB
cana-4442	60	31	hierarchical	hierarchical	ADJ
cana-4442	60	32	representations	representation	NOUN
cana-4442	60	33	of	of	ADP
cana-4442	60	34	data	datum	NOUN
cana-4442	60	35	.	.	PUNCT
cana-4442	61	1	3.3	3.3	NUM
cana-4442	61	2	.	.	PUNCT
cana-4442	62	1	fault	fault	VERB
cana-4442	62	2	classification	classification	NOUN
cana-4442	62	3	and	and	CCONJ
cana-4442	62	4	localization	localization	NOUN
cana-4442	62	5	:	:	PUNCT
cana-4442	62	6	once	once	SCONJ
cana-4442	62	7	a	a	DET
cana-4442	62	8	fault	fault	NOUN
cana-4442	62	9	is	be	AUX
cana-4442	62	10	detected	detect	VERB
cana-4442	62	11	,	,	PUNCT
cana-4442	62	12	ai	ai	VERB
cana-4442	62	13	and	and	CCONJ
cana-4442	62	14	ml	ml	ADP
cana-4442	62	15	algorithms	algorithm	NOUN
cana-4442	62	16	classify	classify	VERB
cana-4442	62	17	the	the	DET
cana-4442	62	18	fault	fault	NOUN
cana-4442	62	19	type	type	NOUN
cana-4442	62	20	and	and	CCONJ
cana-4442	62	21	localize	localize	VERB
cana-4442	62	22	its	its	PRON
cana-4442	62	23	location	location	NOUN
cana-4442	62	24	within	within	ADP
cana-4442	62	25	the	the	DET
cana-4442	62	26	power	power	NOUN
cana-4442	62	27	system	system	NOUN
cana-4442	62	28	.	.	PUNCT
cana-4442	63	1	classification	classification	NOUN
cana-4442	63	2	models	model	NOUN
cana-4442	63	3	trained	train	VERB
cana-4442	63	4	on	on	ADP
cana-4442	63	5	labelled	label	VERB
cana-4442	63	6	fault	fault	NOUN
cana-4442	63	7	datasets	dataset	NOUN
cana-4442	63	8	categorize	categorize	VERB
cana-4442	63	9	faults	fault	NOUN
cana-4442	63	10	into	into	ADP
cana-4442	63	11	different	different	ADJ
cana-4442	63	12	classes	class	NOUN
cana-4442	63	13	such	such	ADJ
cana-4442	63	14	as	as	ADP
cana-4442	63	15	line	line	NOUN
cana-4442	63	16	faults	fault	NOUN
cana-4442	63	17	,	,	PUNCT
cana-4442	63	18	transformer	transformer	NOUN
cana-4442	63	19	faults	fault	NOUN
cana-4442	63	20	,	,	PUNCT
cana-4442	63	21	or	or	CCONJ
cana-4442	63	22	generator	generator	NOUN
cana-4442	63	23	faults	fault	NOUN
cana-4442	63	24	based	base	VERB
cana-4442	63	25	on	on	ADP
cana-4442	63	26	distinctive	distinctive	ADJ
cana-4442	63	27	features	feature	NOUN
cana-4442	63	28	extracted	extract	VERB
cana-4442	63	29	from	from	ADP
cana-4442	63	30	sensor	sensor	NOUN
cana-4442	63	31	data	datum	NOUN
cana-4442	63	32	[	[	X
cana-4442	63	33	22	22	NUM
cana-4442	63	34	]	]	PUNCT
cana-4442	63	35	.	.	PUNCT
cana-4442	64	1	localization	localization	NOUN
cana-4442	64	2	algorithms	algorithm	NOUN
cana-4442	64	3	utilize	utilize	VERB
cana-4442	64	4	spatial	spatial	ADJ
cana-4442	64	5	and	and	CCONJ
cana-4442	64	6	temporal	temporal	ADJ
cana-4442	64	7	information	information	NOUN
cana-4442	64	8	to	to	PART
cana-4442	64	9	pinpoint	pinpoint	VERB
cana-4442	64	10	the	the	DET
cana-4442	64	11	exact	exact	ADJ
cana-4442	64	12	location	location	NOUN
cana-4442	64	13	of	of	ADP
cana-4442	64	14	the	the	DET
cana-4442	64	15	fault	fault	NOUN
cana-4442	64	16	,	,	PUNCT
cana-4442	64	17	aiding	aid	VERB
cana-4442	64	18	operators	operator	NOUN
cana-4442	64	19	in	in	ADP
cana-4442	64	20	directing	direct	VERB
cana-4442	64	21	maintenance	maintenance	NOUN
cana-4442	64	22	crews	crew	NOUN
cana-4442	64	23	to	to	ADP
cana-4442	64	24	the	the	DET
cana-4442	64	25	affected	affected	ADJ
cana-4442	64	26	area	area	NOUN
cana-4442	64	27	promptly	promptly	ADV
cana-4442	64	28	.	.	PUNCT
cana-4442	65	1	these	these	DET
cana-4442	65	2	capabilities	capability	NOUN
cana-4442	65	3	enable	enable	VERB
cana-4442	65	4	utilities	utility	NOUN
cana-4442	65	5	to	to	PART
cana-4442	65	6	expedite	expedite	VERB
cana-4442	65	7	fault	fault	NOUN
cana-4442	65	8	restoration	restoration	NOUN
cana-4442	65	9	processes	process	NOUN
cana-4442	65	10	,	,	PUNCT
cana-4442	65	11	minimize	minimize	VERB
cana-4442	65	12	service	service	NOUN
cana-4442	65	13	disruptions	disruption	NOUN
cana-4442	65	14	,	,	PUNCT
cana-4442	65	15	and	and	CCONJ
cana-4442	65	16	enhance	enhance	VERB
cana-4442	65	17	grid	grid	NOUN
cana-4442	65	18	resilience	resilience	NOUN
cana-4442	65	19	.	.	PUNCT
cana-4442	66	1	3.4	3.4	NUM
cana-4442	66	2	.	.	PUNCT
cana-4442	66	3	fault	fault	VERB
cana-4442	66	4	severity	severity	NOUN
cana-4442	66	5	assessment	assessment	NOUN
cana-4442	66	6	and	and	CCONJ
cana-4442	66	7	risk	risk	NOUN
cana-4442	66	8	analysis	analysis	NOUN
cana-4442	66	9	:	:	PUNCT
cana-4442	66	10	ai	ai	VERB
cana-4442	66	11	and	and	CCONJ
cana-4442	66	12	ml	ml	ADP
cana-4442	66	13	techniques	technique	NOUN
cana-4442	66	14	enable	enable	VERB
cana-4442	66	15	utilities	utility	NOUN
cana-4442	66	16	to	to	PART
cana-4442	66	17	assess	assess	VERB
cana-4442	66	18	the	the	DET
cana-4442	66	19	severity	severity	NOUN
cana-4442	66	20	of	of	ADP
cana-4442	66	21	faults	fault	NOUN
cana-4442	66	22	and	and	CCONJ
cana-4442	66	23	prioritize	prioritize	VERB
cana-4442	66	24	response	response	NOUN
cana-4442	66	25	actions	action	NOUN
cana-4442	66	26	based	base	VERB
cana-4442	66	27	on	on	ADP
cana-4442	66	28	their	their	PRON
cana-4442	66	29	potential	potential	ADJ
cana-4442	66	30	impact	impact	NOUN
cana-4442	66	31	on	on	ADP
cana-4442	66	32	system	system	NOUN
cana-4442	66	33	reliability	reliability	NOUN
cana-4442	66	34	and	and	CCONJ
cana-4442	66	35	safety	safety	NOUN
cana-4442	66	36	[	[	X
cana-4442	66	37	23	23	NUM
cana-4442	66	38	]	]	PUNCT
cana-4442	66	39	.	.	PUNCT
cana-4442	67	1	predictive	predictive	ADJ
cana-4442	67	2	models	model	NOUN
cana-4442	67	3	trained	train	VERB
cana-4442	67	4	on	on	ADP
cana-4442	67	5	historical	historical	ADJ
cana-4442	67	6	fault	fault	NOUN
cana-4442	67	7	data	datum	NOUN
cana-4442	67	8	and	and	CCONJ
cana-4442	67	9	operational	operational	ADJ
cana-4442	67	10	parameters	parameter	NOUN
cana-4442	67	11	quantify	quantify	VERB
cana-4442	67	12	the	the	DET
cana-4442	67	13	severity	severity	NOUN
cana-4442	67	14	of	of	ADP
cana-4442	67	15	faults	fault	NOUN
cana-4442	67	16	,	,	PUNCT
cana-4442	67	17	considering	consider	VERB
cana-4442	67	18	factors	factor	NOUN
cana-4442	67	19	such	such	ADJ
cana-4442	67	20	as	as	ADP
cana-4442	67	21	fault	fault	NOUN
cana-4442	67	22	magnitude	magnitude	NOUN
cana-4442	67	23	,	,	PUNCT
cana-4442	67	24	duration	duration	NOUN
cana-4442	67	25	,	,	PUNCT
cana-4442	67	26	and	and	CCONJ
cana-4442	67	27	proximity	proximity	NOUN
cana-4442	67	28	to	to	ADP
cana-4442	67	29	critical	critical	ADJ
cana-4442	67	30	assets	asset	NOUN
cana-4442	67	31	[	[	X
cana-4442	67	32	24	24	NUM
cana-4442	67	33	]	]	PUNCT
cana-4442	67	34	.	.	PUNCT
cana-4442	68	1	risk	risk	NOUN
cana-4442	68	2	analysis	analysis	NOUN
cana-4442	68	3	frameworks	framework	NOUN
cana-4442	68	4	integrate	integrate	VERB
cana-4442	68	5	fault	fault	NOUN
cana-4442	68	6	severity	severity	NOUN
cana-4442	68	7	assessments	assessment	NOUN
cana-4442	68	8	with	with	ADP
cana-4442	68	9	probabilistic	probabilistic	ADJ
cana-4442	68	10	modelling	modelling	NOUN
cana-4442	68	11	techniques	technique	NOUN
cana-4442	68	12	to	to	PART
cana-4442	68	13	evaluate	evaluate	VERB
cana-4442	68	14	the	the	DET
cana-4442	68	15	likelihood	likelihood	NOUN
cana-4442	68	16	and	and	CCONJ
cana-4442	68	17	consequences	consequence	NOUN
cana-4442	68	18	of	of	ADP
cana-4442	68	19	various	various	ADJ
cana-4442	68	20	fault	fault	NOUN
cana-4442	68	21	scenarios	scenario	NOUN
cana-4442	68	22	,	,	PUNCT
cana-4442	68	23	enabling	enable	VERB
cana-4442	68	24	utilities	utility	NOUN
cana-4442	68	25	to	to	PART
cana-4442	68	26	allocate	allocate	VERB
cana-4442	68	27	resources	resource	NOUN
cana-4442	68	28	efficiently	efficiently	ADV
cana-4442	68	29	and	and	CCONJ
cana-4442	68	30	mitigate	mitigate	VERB
cana-4442	68	31	operational	operational	ADJ
cana-4442	68	32	risks	risk	NOUN
cana-4442	68	33	[	[	X
cana-4442	68	34	25	25	NUM
cana-4442	68	35	]	]	PUNCT
cana-4442	68	36	.	.	PUNCT
cana-4442	69	1	3.5	3.5	NUM
cana-4442	69	2	.	.	PUNCT
cana-4442	69	3	integration	integration	NOUN
cana-4442	69	4	with	with	ADP
cana-4442	69	5	scada	scada	PROPN
cana-4442	69	6	and	and	CCONJ
cana-4442	69	7	ems	ems	PROPN
cana-4442	69	8	systems	system	NOUN
cana-4442	69	9	:	:	PUNCT
cana-4442	69	10	the	the	DET
cana-4442	69	11	integration	integration	NOUN
cana-4442	69	12	of	of	ADP
cana-4442	69	13	artificial	artificial	ADJ
cana-4442	69	14	intelligence	intelligence	NOUN
cana-4442	69	15	(	(	PUNCT
cana-4442	69	16	ai	ai	NOUN
cana-4442	69	17	)	)	PUNCT
cana-4442	69	18	and	and	CCONJ
cana-4442	69	19	machine	machine	NOUN
cana-4442	69	20	learning	learning	NOUN
cana-4442	69	21	(	(	PUNCT
cana-4442	69	22	ml	ml	ADJ
cana-4442	69	23	)	)	PUNCT
cana-4442	69	24	fault	fault	VERB
cana-4442	69	25	detection	detection	NOUN
cana-4442	69	26	and	and	CCONJ
cana-4442	69	27	diagnostic	diagnostic	ADJ
cana-4442	69	28	algorithms	algorithm	NOUN
cana-4442	69	29	with	with	ADP
cana-4442	69	30	energy	energy	NOUN
cana-4442	69	31	management	management	NOUN
cana-4442	69	32	systems	system	NOUN
cana-4442	69	33	(	(	PUNCT
cana-4442	69	34	ems	ems	PROPN
cana-4442	69	35	)	)	PUNCT
cana-4442	69	36	and	and	CCONJ
cana-4442	69	37	supervisory	supervisory	ADJ
cana-4442	69	38	control	control	NOUN
cana-4442	69	39	and	and	CCONJ
cana-4442	69	40	data	datum	NOUN
cana-4442	69	41	acquisition	acquisition	NOUN
cana-4442	69	42	(	(	PUNCT
cana-4442	69	43	scada	scada	PROPN
cana-4442	69	44	)	)	PUNCT
cana-4442	69	45	improves	improve	VERB
cana-4442	69	46	situational	situational	ADJ
cana-4442	69	47	awareness	awareness	NOUN
cana-4442	69	48	and	and	CCONJ
cana-4442	69	49	decision	decision	NOUN
cana-4442	69	50	-	-	PUNCT
cana-4442	69	51	making	making	NOUN
cana-4442	69	52	in	in	ADP
cana-4442	69	53	power	power	NOUN
cana-4442	69	54	system	system	NOUN
cana-4442	69	55	operations[26	operations[26	ADP
cana-4442	69	56	]	]	PUNCT
cana-4442	69	57	.	.	PUNCT
cana-4442	70	1	real	real	ADJ
cana-4442	70	2	-	-	PUNCT
cana-4442	70	3	time	time	NOUN
cana-4442	70	4	data	datum	NOUN
cana-4442	70	5	streams	stream	NOUN
cana-4442	70	6	from	from	ADP
cana-4442	70	7	scada	scada	PROPN
cana-4442	70	8	systems	system	NOUN
cana-4442	70	9	provide	provide	VERB
cana-4442	70	10	valuable	valuable	ADJ
cana-4442	70	11	input	input	NOUN
cana-4442	70	12	for	for	ADP
cana-4442	70	13	ai	ai	NOUN
cana-4442	70	14	and	and	CCONJ
cana-4442	70	15	ml	ml	NOUN
cana-4442	70	16	models	model	NOUN
cana-4442	70	17	to	to	PART
cana-4442	70	18	continuously	continuously	ADV
cana-4442	70	19	monitor	monitor	VERB
cana-4442	70	20	system	system	NOUN
cana-4442	70	21	conditions	condition	NOUN
cana-4442	70	22	and	and	CCONJ
cana-4442	70	23	detect	detect	VERB
cana-4442	70	24	emerging	emerge	VERB
cana-4442	70	25	faults	fault	NOUN
cana-4442	70	26	.	.	PUNCT
cana-4442	71	1	ems	ems	PROPN
cana-4442	71	2	platforms	platform	VERB
cana-4442	71	3	leverage	leverage	NOUN
cana-4442	71	4	fault	fault	NOUN
cana-4442	71	5	diagnosis	diagnosis	NOUN
cana-4442	71	6	outputs	output	NOUN
cana-4442	71	7	to	to	PART
cana-4442	71	8	assess	assess	VERB
cana-4442	71	9	system	system	NOUN
cana-4442	71	10	stability	stability	NOUN
cana-4442	71	11	,	,	PUNCT
cana-4442	71	12	optimize	optimize	VERB
cana-4442	71	13	control	control	NOUN
cana-4442	71	14	actions	action	NOUN
cana-4442	71	15	,	,	PUNCT
cana-4442	71	16	and	and	CCONJ
cana-4442	71	17	implement	implement	VERB
cana-4442	71	18	remedial	remedial	ADJ
cana-4442	71	19	measures	measure	NOUN
cana-4442	71	20	to	to	PART
cana-4442	71	21	mitigate	mitigate	VERB
cana-4442	71	22	fault	fault	NOUN
cana-4442	71	23	impacts	impact	NOUN
cana-4442	71	24	[	[	X
cana-4442	71	25	27	27	NUM
cana-4442	71	26	]	]	PUNCT
cana-4442	71	27	.	.	PUNCT
cana-4442	72	1	this	this	DET
cana-4442	72	2	integration	integration	NOUN
cana-4442	72	3	facilitates	facilitate	VERB
cana-4442	72	4	seamless	seamless	ADJ
cana-4442	72	5	coordination	coordination	NOUN
cana-4442	72	6	between	between	ADP
cana-4442	72	7	automated	automate	VERB
cana-4442	72	8	fault	fault	NOUN
cana-4442	72	9	detection	detection	NOUN
cana-4442	72	10	algorithms	algorithm	NOUN
cana-4442	72	11	and	and	CCONJ
cana-4442	72	12	control	control	NOUN
cana-4442	72	13	systems	system	NOUN
cana-4442	72	14	,	,	PUNCT
cana-4442	72	15	enabling	enable	VERB
cana-4442	72	16	utilities	utility	NOUN
cana-4442	72	17	to	to	PART
cana-4442	72	18	respond	respond	VERB
cana-4442	72	19	rapidly	rapidly	ADV
cana-4442	72	20	to	to	ADP
cana-4442	72	21	dynamic	dynamic	ADJ
cana-4442	72	22	grid	grid	NOUN
cana-4442	72	23	conditions	condition	NOUN
cana-4442	72	24	and	and	CCONJ
cana-4442	72	25	ensure	ensure	VERB
cana-4442	72	26	reliable	reliable	ADJ
cana-4442	72	27	operation	operation	NOUN
cana-4442	72	28	[	[	X
cana-4442	72	29	28	28	NUM
cana-4442	72	30	]	]	PUNCT
cana-4442	72	31	.	.	PUNCT
cana-4442	73	1	communications	communication	NOUN
cana-4442	73	2	on	on	ADP
cana-4442	73	3	applied	apply	VERB
cana-4442	73	4	nonlinear	nonlinear	ADJ
cana-4442	73	5	analysis	analysis	NOUN
cana-4442	73	6	issn	issn	NOUN
cana-4442	73	7	:	:	PUNCT
cana-4442	73	8	1074	1074	NUM
cana-4442	73	9	-	-	PUNCT
cana-4442	73	10	133x	133x	NUM
cana-4442	73	11	vol	vol	NOUN
cana-4442	73	12	32	32	NUM
cana-4442	73	13	no	no	NOUN
cana-4442	73	14	.	.	PUNCT
cana-4442	74	1	9s	9s	NUM
cana-4442	74	2	(	(	PUNCT
cana-4442	74	3	2025	2025	NUM
cana-4442	74	4	)	)	PUNCT
cana-4442	74	5	2012	2012	NUM
cana-4442	74	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	74	7	4	4	X
cana-4442	74	8	.	.	X
cana-4442	74	9	optimal	optimal	ADJ
cana-4442	74	10	power	power	NOUN
cana-4442	74	11	flow	flow	NOUN
cana-4442	74	12	and	and	CCONJ
cana-4442	74	13	energy	energy	NOUN
cana-4442	74	14	management	management	NOUN
cana-4442	74	15	:	:	PUNCT
cana-4442	74	16	optimal	optimal	ADJ
cana-4442	74	17	power	power	NOUN
cana-4442	74	18	flow	flow	NOUN
cana-4442	74	19	(	(	PUNCT
cana-4442	74	20	opf	opf	NOUN
cana-4442	74	21	)	)	PUNCT
cana-4442	74	22	and	and	CCONJ
cana-4442	74	23	energy	energy	NOUN
cana-4442	74	24	management	management	NOUN
cana-4442	74	25	are	be	AUX
cana-4442	74	26	critical	critical	ADJ
cana-4442	74	27	components	component	NOUN
cana-4442	74	28	of	of	ADP
cana-4442	74	29	power	power	NOUN
cana-4442	74	30	system	system	NOUN
cana-4442	74	31	operation	operation	NOUN
cana-4442	74	32	and	and	CCONJ
cana-4442	74	33	control	control	NOUN
cana-4442	74	34	,	,	PUNCT
cana-4442	74	35	aiming	aim	VERB
cana-4442	74	36	to	to	PART
cana-4442	74	37	optimize	optimize	VERB
cana-4442	74	38	the	the	DET
cana-4442	74	39	allocation	allocation	NOUN
cana-4442	74	40	and	and	CCONJ
cana-4442	74	41	utilization	utilization	NOUN
cana-4442	74	42	of	of	ADP
cana-4442	74	43	resources	resource	NOUN
cana-4442	74	44	while	while	SCONJ
cana-4442	74	45	satisfying	satisfy	VERB
cana-4442	74	46	operational	operational	ADJ
cana-4442	74	47	constraints	constraint	NOUN
cana-4442	74	48	and	and	CCONJ
cana-4442	74	49	ensuring	ensure	VERB
cana-4442	74	50	system	system	NOUN
cana-4442	74	51	stability	stability	NOUN
cana-4442	74	52	.	.	PUNCT
cana-4442	75	1	in	in	ADP
cana-4442	75	2	order	order	NOUN
cana-4442	75	3	to	to	PART
cana-4442	75	4	solve	solve	VERB
cana-4442	75	5	challenging	challenging	ADJ
cana-4442	75	6	optimization	optimization	NOUN
cana-4442	75	7	issues	issue	NOUN
cana-4442	75	8	in	in	ADP
cana-4442	75	9	power	power	NOUN
cana-4442	75	10	systems	system	NOUN
cana-4442	75	11	,	,	PUNCT
cana-4442	75	12	artificial	artificial	ADJ
cana-4442	75	13	intelligence	intelligence	NOUN
cana-4442	75	14	(	(	PUNCT
cana-4442	75	15	ai	ai	NOUN
cana-4442	75	16	)	)	PUNCT
cana-4442	75	17	and	and	CCONJ
cana-4442	75	18	machine	machine	NOUN
cana-4442	75	19	learning	learning	NOUN
cana-4442	75	20	(	(	PUNCT
cana-4442	75	21	ml	ml	NOUN
cana-4442	75	22	)	)	PUNCT
cana-4442	75	23	techniques	technique	NOUN
cana-4442	75	24	have	have	AUX
cana-4442	75	25	become	become	VERB
cana-4442	75	26	increasingly	increasingly	ADV
cana-4442	75	27	potent	potent	ADJ
cana-4442	75	28	tools	tool	NOUN
cana-4442	75	29	[	[	X
cana-4442	75	30	29	29	NUM
cana-4442	75	31	]	]	PUNCT
cana-4442	75	32	.	.	PUNCT
cana-4442	76	1	these	these	DET
cana-4442	76	2	solutions	solution	NOUN
cana-4442	76	3	allow	allow	VERB
cana-4442	76	4	utilities	utility	NOUN
cana-4442	76	5	to	to	PART
cana-4442	76	6	improve	improve	VERB
cana-4442	76	7	grid	grid	NOUN
cana-4442	76	8	dependability	dependability	NOUN
cana-4442	76	9	,	,	PUNCT
cana-4442	76	10	reduce	reduce	VERB
cana-4442	76	11	operating	operating	NOUN
cana-4442	76	12	costs	cost	NOUN
cana-4442	76	13	,	,	PUNCT
cana-4442	76	14	and	and	CCONJ
cana-4442	76	15	dispatch	dispatch	VERB
cana-4442	76	16	energy	energy	NOUN
cana-4442	76	17	more	more	ADV
cana-4442	76	18	efficiently	efficiently	ADV
cana-4442	76	19	.	.	PUNCT
cana-4442	77	1	this	this	DET
cana-4442	77	2	section	section	NOUN
cana-4442	77	3	provides	provide	VERB
cana-4442	77	4	an	an	DET
cana-4442	77	5	overview	overview	NOUN
cana-4442	77	6	of	of	ADP
cana-4442	77	7	the	the	DET
cana-4442	77	8	applications	application	NOUN
cana-4442	77	9	of	of	ADP
cana-4442	77	10	ai	ai	NOUN
cana-4442	77	11	and	and	CCONJ
cana-4442	77	12	ml	ml	X
cana-4442	77	13	in	in	ADP
cana-4442	77	14	optimal	optimal	ADJ
cana-4442	77	15	power	power	NOUN
cana-4442	77	16	flow	flow	NOUN
cana-4442	77	17	and	and	CCONJ
cana-4442	77	18	energy	energy	NOUN
cana-4442	77	19	management	management	NOUN
cana-4442	77	20	,	,	PUNCT
cana-4442	77	21	highlighting	highlight	VERB
cana-4442	77	22	key	key	ADJ
cana-4442	77	23	methodologies	methodology	NOUN
cana-4442	77	24	,	,	PUNCT
cana-4442	77	25	challenges	challenge	NOUN
cana-4442	77	26	,	,	PUNCT
cana-4442	77	27	and	and	CCONJ
cana-4442	77	28	advancements	advancement	NOUN
cana-4442	77	29	in	in	ADP
cana-4442	77	30	the	the	DET
cana-4442	77	31	field	field	NOUN
cana-4442	77	32	.	.	PUNCT
cana-4442	78	1	4.1	4.1	NUM
cana-4442	78	2	.	.	PUNCT
cana-4442	78	3	role	role	NOUN
cana-4442	78	4	in	in	ADP
cana-4442	78	5	power	power	NOUN
cana-4442	78	6	system	system	NOUN
cana-4442	78	7	operation	operation	NOUN
cana-4442	78	8	:	:	PUNCT
cana-4442	78	9	optimal	optimal	ADJ
cana-4442	78	10	power	power	NOUN
cana-4442	78	11	flow	flow	NOUN
cana-4442	78	12	(	(	PUNCT
cana-4442	78	13	opf	opf	PROPN
cana-4442	78	14	)	)	PUNCT
cana-4442	78	15	is	be	AUX
cana-4442	78	16	a	a	DET
cana-4442	78	17	fundamental	fundamental	ADJ
cana-4442	78	18	optimization	optimization	NOUN
cana-4442	78	19	problem	problem	NOUN
cana-4442	78	20	in	in	ADP
cana-4442	78	21	power	power	NOUN
cana-4442	78	22	systems	system	NOUN
cana-4442	78	23	,	,	PUNCT
cana-4442	78	24	involving	involve	VERB
cana-4442	78	25	the	the	DET
cana-4442	78	26	simultaneous	simultaneous	ADJ
cana-4442	78	27	optimization	optimization	NOUN
cana-4442	78	28	of	of	ADP
cana-4442	78	29	generation	generation	NOUN
cana-4442	78	30	dispatch	dispatch	NOUN
cana-4442	78	31	,	,	PUNCT
cana-4442	78	32	voltage	voltage	NOUN
cana-4442	78	33	levels	level	NOUN
cana-4442	78	34	,	,	PUNCT
cana-4442	78	35	and	and	CCONJ
cana-4442	78	36	reactive	reactive	ADJ
cana-4442	78	37	power	power	NOUN
cana-4442	78	38	flows	flow	NOUN
cana-4442	78	39	while	while	SCONJ
cana-4442	78	40	satisfying	satisfy	VERB
cana-4442	78	41	system	system	NOUN
cana-4442	78	42	constraints	constraint	NOUN
cana-4442	78	43	.	.	PUNCT
cana-4442	79	1	ai	ai	AUX
cana-4442	79	2	and	and	CCONJ
cana-4442	79	3	ml	ml	ADP
cana-4442	79	4	techniques	technique	NOUN
cana-4442	79	5	offer	offer	VERB
cana-4442	79	6	efficient	efficient	ADJ
cana-4442	79	7	and	and	CCONJ
cana-4442	79	8	scalable	scalable	ADJ
cana-4442	79	9	solutions	solution	NOUN
cana-4442	79	10	for	for	ADP
cana-4442	79	11	solving	solve	VERB
cana-4442	79	12	opf	opf	NOUN
cana-4442	79	13	problems	problem	NOUN
cana-4442	79	14	in	in	ADP
cana-4442	79	15	real	real	ADJ
cana-4442	79	16	-	-	PUNCT
cana-4442	79	17	time	time	NOUN
cana-4442	79	18	,	,	PUNCT
cana-4442	79	19	considering	consider	VERB
cana-4442	79	20	factors	factor	NOUN
cana-4442	79	21	such	such	ADJ
cana-4442	79	22	as	as	ADP
cana-4442	79	23	generation	generation	NOUN
cana-4442	79	24	capacity	capacity	NOUN
cana-4442	79	25	,	,	PUNCT
cana-4442	79	26	transmission	transmission	NOUN
cana-4442	79	27	line	line	NOUN
cana-4442	79	28	limitations	limitation	NOUN
cana-4442	79	29	,	,	PUNCT
cana-4442	79	30	and	and	CCONJ
cana-4442	79	31	demand	demand	VERB
cana-4442	79	32	variability	variability	NOUN
cana-4442	79	33	[	[	X
cana-4442	79	34	30	30	NUM
cana-4442	79	35	]	]	PUNCT
cana-4442	79	36	.	.	PUNCT
cana-4442	80	1	by	by	ADP
cana-4442	80	2	leveraging	leverage	VERB
cana-4442	80	3	advanced	advanced	ADJ
cana-4442	80	4	optimization	optimization	NOUN
cana-4442	80	5	algorithms	algorithm	NOUN
cana-4442	80	6	,	,	PUNCT
cana-4442	80	7	utilities	utility	NOUN
cana-4442	80	8	can	can	AUX
cana-4442	80	9	achieve	achieve	VERB
cana-4442	80	10	optimal	optimal	ADJ
cana-4442	80	11	energy	energy	NOUN
cana-4442	80	12	dispatch	dispatch	NOUN
cana-4442	80	13	,	,	PUNCT
cana-4442	80	14	reduce	reduce	VERB
cana-4442	80	15	generation	generation	NOUN
cana-4442	80	16	costs	cost	NOUN
cana-4442	80	17	,	,	PUNCT
cana-4442	80	18	and	and	CCONJ
cana-4442	80	19	minimize	minimize	VERB
cana-4442	80	20	grid	grid	NOUN
cana-4442	80	21	congestion	congestion	NOUN
cana-4442	80	22	,	,	PUNCT
cana-4442	80	23	thereby	thereby	ADV
cana-4442	80	24	improving	improve	VERB
cana-4442	80	25	overall	overall	ADJ
cana-4442	80	26	system	system	NOUN
cana-4442	80	27	efficiency	efficiency	NOUN
cana-4442	80	28	and	and	CCONJ
cana-4442	80	29	reliability	reliability	NOUN
cana-4442	80	30	.	.	PUNCT
cana-4442	81	1	4.2	4.2	NUM
cana-4442	81	2	.	.	PUNCT
cana-4442	82	1	ai	ai	AUX
cana-4442	82	2	and	and	CCONJ
cana-4442	82	3	ml	ml	ADP
cana-4442	82	4	techniques	technique	NOUN
cana-4442	82	5	for	for	ADP
cana-4442	82	6	opf	opf	NOUN
cana-4442	82	7	:	:	PUNCT
cana-4442	82	8	ai	ai	VERB
cana-4442	82	9	and	and	CCONJ
cana-4442	82	10	ml	ml	ADP
cana-4442	82	11	techniques	technique	NOUN
cana-4442	82	12	such	such	ADJ
cana-4442	82	13	as	as	ADP
cana-4442	82	14	neural	neural	ADJ
cana-4442	82	15	networks	network	NOUN
cana-4442	82	16	,	,	PUNCT
cana-4442	82	17	genetic	genetic	ADJ
cana-4442	82	18	algorithms	algorithm	NOUN
cana-4442	82	19	,	,	PUNCT
cana-4442	82	20	and	and	CCONJ
cana-4442	82	21	reinforcement	reinforcement	NOUN
cana-4442	82	22	learning	learning	NOUN
cana-4442	82	23	are	be	AUX
cana-4442	82	24	applied	apply	VERB
cana-4442	82	25	to	to	PART
cana-4442	82	26	solve	solve	VERB
cana-4442	82	27	opf	opf	NOUN
cana-4442	82	28	problems	problem	NOUN
cana-4442	82	29	in	in	ADP
cana-4442	82	30	power	power	NOUN
cana-4442	82	31	systems	system	NOUN
cana-4442	82	32	.	.	PUNCT
cana-4442	83	1	neural	neural	ADJ
cana-4442	83	2	network	network	NOUN
cana-4442	83	3	-	-	PUNCT
cana-4442	83	4	based	base	VERB
cana-4442	83	5	models	model	NOUN
cana-4442	83	6	learn	learn	VERB
cana-4442	83	7	complex	complex	ADJ
cana-4442	83	8	relationships	relationship	NOUN
cana-4442	83	9	between	between	ADP
cana-4442	83	10	input	input	NOUN
cana-4442	83	11	variables	variable	NOUN
cana-4442	83	12	and	and	CCONJ
cana-4442	83	13	system	system	NOUN
cana-4442	83	14	parameters	parameter	NOUN
cana-4442	83	15	,	,	PUNCT
cana-4442	83	16	enabling	enable	VERB
cana-4442	83	17	accurate	accurate	ADJ
cana-4442	83	18	prediction	prediction	NOUN
cana-4442	83	19	of	of	ADP
cana-4442	83	20	optimal	optimal	ADJ
cana-4442	83	21	generation	generation	NOUN
cana-4442	83	22	schedules	schedule	NOUN
cana-4442	83	23	and	and	CCONJ
cana-4442	83	24	voltage	voltage	NOUN
cana-4442	83	25	profiles	profile	NOUN
cana-4442	83	26	[	[	X
cana-4442	83	27	31	31	NUM
cana-4442	83	28	]	]	PUNCT
cana-4442	83	29	.	.	PUNCT
cana-4442	84	1	genetic	genetic	ADJ
cana-4442	84	2	algorithms	algorithm	NOUN
cana-4442	84	3	and	and	CCONJ
cana-4442	84	4	evolutionary	evolutionary	ADJ
cana-4442	84	5	optimization	optimization	NOUN
cana-4442	84	6	techniques	technique	NOUN
cana-4442	84	7	provide	provide	VERB
cana-4442	84	8	robust	robust	ADJ
cana-4442	84	9	solutions	solution	NOUN
cana-4442	84	10	for	for	ADP
cana-4442	84	11	multi	multi	ADJ
cana-4442	84	12	-	-	ADJ
cana-4442	84	13	objective	objective	ADJ
cana-4442	84	14	opf	opf	NOUN
cana-4442	84	15	problems	problem	NOUN
cana-4442	84	16	,	,	PUNCT
cana-4442	84	17	considering	consider	VERB
cana-4442	84	18	conflicting	conflicting	ADJ
cana-4442	84	19	objectives	objective	NOUN
cana-4442	84	20	such	such	ADJ
cana-4442	84	21	as	as	ADP
cana-4442	84	22	cost	cost	NOUN
cana-4442	84	23	minimization	minimization	NOUN
cana-4442	84	24	,	,	PUNCT
cana-4442	84	25	environmental	environmental	ADJ
cana-4442	84	26	constraints	constraint	NOUN
cana-4442	84	27	,	,	PUNCT
cana-4442	84	28	and	and	CCONJ
cana-4442	84	29	system	system	NOUN
cana-4442	84	30	security	security	NOUN
cana-4442	84	31	.	.	PUNCT
cana-4442	85	1	reinforcement	reinforcement	NOUN
cana-4442	85	2	learning	learn	VERB
cana-4442	85	3	algorithms	algorithm	NOUN
cana-4442	85	4	enable	enable	VERB
cana-4442	85	5	adaptive	adaptive	ADJ
cana-4442	85	6	control	control	NOUN
cana-4442	85	7	strategies	strategy	NOUN
cana-4442	85	8	,	,	PUNCT
cana-4442	85	9	learning	learn	VERB
cana-4442	85	10	optimal	optimal	ADJ
cana-4442	85	11	control	control	NOUN
cana-4442	85	12	policies	policy	NOUN
cana-4442	85	13	through	through	ADP
cana-4442	85	14	interaction	interaction	NOUN
cana-4442	85	15	with	with	ADP
cana-4442	85	16	the	the	DET
cana-4442	85	17	environment	environment	NOUN
cana-4442	85	18	and	and	CCONJ
cana-4442	85	19	feedback	feedback	NOUN
cana-4442	85	20	from	from	ADP
cana-4442	85	21	system	system	NOUN
cana-4442	85	22	dynamics	dynamic	NOUN
cana-4442	85	23	.	.	PUNCT
cana-4442	86	1	4.3	4.3	NUM
cana-4442	86	2	.	.	PUNCT
cana-4442	86	3	energy	energy	NOUN
cana-4442	86	4	management	management	NOUN
cana-4442	86	5	in	in	ADP
cana-4442	86	6	microgrids	microgrid	NOUN
cana-4442	86	7	:	:	PUNCT
cana-4442	86	8	micro	micro	ADJ
cana-4442	86	9	grids	grid	NOUN
cana-4442	86	10	present	present	VERB
cana-4442	86	11	unique	unique	ADJ
cana-4442	86	12	challenges	challenge	NOUN
cana-4442	86	13	and	and	CCONJ
cana-4442	86	14	opportunities	opportunity	NOUN
cana-4442	86	15	for	for	ADP
cana-4442	86	16	energy	energy	NOUN
cana-4442	86	17	management	management	NOUN
cana-4442	86	18	,	,	PUNCT
cana-4442	86	19	requiring	require	VERB
cana-4442	86	20	intelligent	intelligent	ADJ
cana-4442	86	21	control	control	NOUN
cana-4442	86	22	strategies	strategy	NOUN
cana-4442	86	23	to	to	PART
cana-4442	86	24	optimize	optimize	VERB
cana-4442	86	25	energy	energy	NOUN
cana-4442	86	26	generation	generation	NOUN
cana-4442	86	27	,	,	PUNCT
cana-4442	86	28	storage	storage	NOUN
cana-4442	86	29	,	,	PUNCT
cana-4442	86	30	and	and	CCONJ
cana-4442	86	31	distribution	distribution	NOUN
cana-4442	86	32	within	within	ADP
cana-4442	86	33	localized	localized	ADJ
cana-4442	86	34	grid	grid	NOUN
cana-4442	86	35	networks	network	NOUN
cana-4442	86	36	.	.	PUNCT
cana-4442	87	1	ai	ai	AUX
cana-4442	87	2	and	and	CCONJ
cana-4442	87	3	ml	ml	NOUN
cana-4442	87	4	techniques	technique	NOUN
cana-4442	87	5	play	play	VERB
cana-4442	87	6	a	a	DET
cana-4442	87	7	crucial	crucial	ADJ
cana-4442	87	8	role	role	NOUN
cana-4442	87	9	in	in	ADP
cana-4442	87	10	microgrid	microgrid	ADJ
cana-4442	87	11	energy	energy	NOUN
cana-4442	87	12	management	management	NOUN
cana-4442	87	13	,	,	PUNCT
cana-4442	87	14	facilitating	facilitate	VERB
cana-4442	87	15	dynamic	dynamic	ADJ
cana-4442	87	16	scheduling	scheduling	NOUN
cana-4442	87	17	of	of	ADP
cana-4442	87	18	distributed	distribute	VERB
cana-4442	87	19	energy	energy	NOUN
cana-4442	87	20	resources	resource	NOUN
cana-4442	87	21	(	(	PUNCT
cana-4442	87	22	ders	ders	PROPN
cana-4442	87	23	)	)	PUNCT
cana-4442	87	24	,	,	PUNCT
cana-4442	87	25	demand	demand	NOUN
cana-4442	87	26	-	-	PUNCT
cana-4442	87	27	side	side	NOUN
cana-4442	87	28	management	management	NOUN
cana-4442	87	29	,	,	PUNCT
cana-4442	87	30	and	and	CCONJ
cana-4442	87	31	grid	grid	NOUN
cana-4442	87	32	balancing	balancing	NOUN
cana-4442	87	33	[	[	X
cana-4442	87	34	32	32	NUM
cana-4442	87	35	]	]	PUNCT
cana-4442	87	36	.	.	PUNCT
cana-4442	88	1	reinforcement	reinforcement	NOUN
cana-4442	88	2	learning	learn	VERB
cana-4442	88	3	algorithms	algorithm	NOUN
cana-4442	88	4	enable	enable	VERB
cana-4442	88	5	autonomous	autonomous	ADJ
cana-4442	88	6	decision	decision	NOUN
cana-4442	88	7	-	-	PUNCT
cana-4442	88	8	making	making	NOUN
cana-4442	88	9	in	in	ADP
cana-4442	88	10	micro	micro	ADJ
cana-4442	88	11	grid	grid	NOUN
cana-4442	88	12	operation	operation	NOUN
cana-4442	88	13	,	,	PUNCT
cana-4442	88	14	adapting	adapt	VERB
cana-4442	88	15	to	to	ADP
cana-4442	88	16	changing	change	VERB
cana-4442	88	17	environmental	environmental	ADJ
cana-4442	88	18	conditions	condition	NOUN
cana-4442	88	19	,	,	PUNCT
cana-4442	88	20	load	load	NOUN
cana-4442	88	21	profiles	profile	NOUN
cana-4442	88	22	,	,	PUNCT
cana-4442	88	23	and	and	CCONJ
cana-4442	88	24	energy	energy	NOUN
cana-4442	88	25	prices	price	NOUN
cana-4442	88	26	to	to	PART
cana-4442	88	27	maximize	maximize	VERB
cana-4442	88	28	grid	grid	NOUN
cana-4442	88	29	efficiency	efficiency	NOUN
cana-4442	88	30	and	and	CCONJ
cana-4442	88	31	reliability	reliability	NOUN
cana-4442	88	32	.	.	PUNCT
cana-4442	89	1	furthermore	furthermore	ADV
cana-4442	89	2	,	,	PUNCT
cana-4442	89	3	predictive	predictive	ADJ
cana-4442	89	4	analytics	analytic	NOUN
cana-4442	89	5	techniques	technique	NOUN
cana-4442	89	6	such	such	ADJ
cana-4442	89	7	as	as	ADP
cana-4442	89	8	time	time	NOUN
cana-4442	89	9	-	-	PUNCT
cana-4442	89	10	series	series	NOUN
cana-4442	89	11	forecasting	forecasting	NOUN
cana-4442	89	12	and	and	CCONJ
cana-4442	89	13	probabilistic	probabilistic	ADJ
cana-4442	89	14	modeling	modeling	NOUN
cana-4442	89	15	aid	aid	NOUN
cana-4442	89	16	in	in	ADP
cana-4442	89	17	short	short	ADJ
cana-4442	89	18	-	-	PUNCT
cana-4442	89	19	term	term	NOUN
cana-4442	89	20	and	and	CCONJ
cana-4442	89	21	long	long	ADJ
cana-4442	89	22	-	-	PUNCT
cana-4442	89	23	term	term	NOUN
cana-4442	89	24	energy	energy	NOUN
cana-4442	89	25	planning	planning	NOUN
cana-4442	89	26	,	,	PUNCT
cana-4442	89	27	enabling	enable	VERB
cana-4442	89	28	utilities	utility	NOUN
cana-4442	89	29	to	to	PART
cana-4442	89	30	anticipate	anticipate	VERB
cana-4442	89	31	demand	demand	NOUN
cana-4442	89	32	fluctuations	fluctuation	NOUN
cana-4442	89	33	and	and	CCONJ
cana-4442	89	34	optimize	optimize	VERB
cana-4442	89	35	resource	resource	NOUN
cana-4442	89	36	allocation	allocation	NOUN
cana-4442	89	37	accordingly	accordingly	ADV
cana-4442	89	38	.	.	PUNCT
cana-4442	90	1	4.4	4.4	NUM
cana-4442	90	2	.	.	PUNCT
cana-4442	90	3	challenges	challenge	NOUN
cana-4442	90	4	and	and	CCONJ
cana-4442	90	5	future	future	ADJ
cana-4442	90	6	directions	direction	NOUN
cana-4442	90	7	:	:	PUNCT
cana-4442	90	8	despite	despite	SCONJ
cana-4442	90	9	the	the	DET
cana-4442	90	10	significant	significant	ADJ
cana-4442	90	11	advancements	advancement	NOUN
cana-4442	90	12	,	,	PUNCT
cana-4442	90	13	several	several	ADJ
cana-4442	90	14	challenges	challenge	NOUN
cana-4442	90	15	persist	persist	VERB
cana-4442	90	16	in	in	ADP
cana-4442	90	17	the	the	DET
cana-4442	90	18	application	application	NOUN
cana-4442	90	19	of	of	ADP
cana-4442	90	20	ai	ai	NOUN
cana-4442	90	21	and	and	CCONJ
cana-4442	90	22	ml	ml	ADP
cana-4442	90	23	techniques	technique	NOUN
cana-4442	90	24	in	in	ADP
cana-4442	90	25	optimal	optimal	ADJ
cana-4442	90	26	power	power	NOUN
cana-4442	90	27	flow	flow	NOUN
cana-4442	90	28	and	and	CCONJ
cana-4442	90	29	energy	energy	NOUN
cana-4442	90	30	management	management	NOUN
cana-4442	90	31	[	[	X
cana-4442	90	32	29	29	NUM
cana-4442	90	33	]	]	PUNCT
cana-4442	90	34	.	.	PUNCT
cana-4442	91	1	these	these	PRON
cana-4442	91	2	include	include	VERB
cana-4442	91	3	computational	computational	ADJ
cana-4442	91	4	communications	communication	NOUN
cana-4442	91	5	on	on	ADP
cana-4442	91	6	applied	apply	VERB
cana-4442	91	7	nonlinear	nonlinear	ADJ
cana-4442	91	8	analysis	analysis	NOUN
cana-4442	91	9	issn	issn	NOUN
cana-4442	91	10	:	:	PUNCT
cana-4442	91	11	1074	1074	NUM
cana-4442	91	12	-	-	PUNCT
cana-4442	91	13	133x	133x	NUM
cana-4442	91	14	vol	vol	NOUN
cana-4442	91	15	32	32	NUM
cana-4442	91	16	no	no	NOUN
cana-4442	91	17	.	.	PUNCT
cana-4442	92	1	9s	9s	NUM
cana-4442	92	2	(	(	PUNCT
cana-4442	92	3	2025	2025	NUM
cana-4442	92	4	)	)	PUNCT
cana-4442	92	5	2013	2013	NUM
cana-4442	92	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	92	7	complexity	complexity	NOUN
cana-4442	93	1	[	[	X
cana-4442	93	2	33	33	NUM
cana-4442	93	3	]	]	PUNCT
cana-4442	93	4	,	,	PUNCT
cana-4442	93	5	model	model	NOUN
cana-4442	93	6	interpretability	interpretability	NOUN
cana-4442	94	1	[	[	X
cana-4442	94	2	34	34	NUM
cana-4442	94	3	]	]	PUNCT
cana-4442	94	4	,	,	PUNCT
cana-4442	94	5	data	datum	NOUN
cana-4442	94	6	quality	quality	NOUN
cana-4442	94	7	[	[	X
cana-4442	94	8	35	35	NUM
cana-4442	94	9	]	]	PUNCT
cana-4442	94	10	,	,	PUNCT
cana-4442	94	11	and	and	CCONJ
cana-4442	94	12	cyber	cyber	NOUN
cana-4442	94	13	security	security	NOUN
cana-4442	94	14	concerns	concern	NOUN
cana-4442	94	15	[	[	X
cana-4442	94	16	36	36	NUM
cana-4442	94	17	]	]	PUNCT
cana-4442	94	18	.	.	PUNCT
cana-4442	95	1	future	future	ADJ
cana-4442	95	2	research	research	NOUN
cana-4442	95	3	directions	direction	NOUN
cana-4442	95	4	include	include	VERB
cana-4442	95	5	the	the	DET
cana-4442	95	6	development	development	NOUN
cana-4442	95	7	of	of	ADP
cana-4442	95	8	hybrid	hybrid	ADJ
cana-4442	95	9	optimization	optimization	NOUN
cana-4442	95	10	algorithms	algorithm	NOUN
cana-4442	95	11	combining	combine	VERB
cana-4442	95	12	ai	ai	INTJ
cana-4442	95	13	and	and	CCONJ
cana-4442	95	14	traditional	traditional	ADJ
cana-4442	95	15	optimization	optimization	NOUN
cana-4442	95	16	techniques	technique	NOUN
cana-4442	95	17	[	[	X
cana-4442	95	18	37	37	NUM
cana-4442	95	19	]	]	PUNCT
cana-4442	95	20	,	,	PUNCT
cana-4442	95	21	the	the	DET
cana-4442	95	22	integration	integration	NOUN
cana-4442	95	23	of	of	ADP
cana-4442	95	24	distributed	distribute	VERB
cana-4442	95	25	intelligence	intelligence	NOUN
cana-4442	95	26	for	for	ADP
cana-4442	95	27	decentralized	decentralize	VERB
cana-4442	95	28	energy	energy	NOUN
cana-4442	95	29	management	management	NOUN
cana-4442	95	30	[	[	X
cana-4442	95	31	38	38	NUM
cana-4442	95	32	]	]	PUNCT
cana-4442	95	33	,	,	PUNCT
cana-4442	95	34	and	and	CCONJ
cana-4442	95	35	the	the	DET
cana-4442	95	36	adoption	adoption	NOUN
cana-4442	95	37	of	of	ADP
cana-4442	95	38	advanced	advanced	ADJ
cana-4442	95	39	data	datum	NOUN
cana-4442	95	40	analytics	analytic	NOUN
cana-4442	95	41	methodologies	methodology	NOUN
cana-4442	95	42	for	for	ADP
cana-4442	95	43	real	real	ADJ
cana-4442	95	44	-	-	PUNCT
cana-4442	95	45	time	time	NOUN
cana-4442	95	46	decision	decision	NOUN
cana-4442	95	47	-	-	PUNCT
cana-4442	95	48	making	making	NOUN
cana-4442	95	49	in	in	ADP
cana-4442	95	50	dynamic	dynamic	ADJ
cana-4442	95	51	grid	grid	NOUN
cana-4442	95	52	environments	environment	NOUN
cana-4442	95	53	.	.	PUNCT
cana-4442	96	1	additionally	additionally	ADV
cana-4442	96	2	,	,	PUNCT
cana-4442	96	3	efforts	effort	NOUN
cana-4442	96	4	to	to	PART
cana-4442	96	5	standardize	standardize	VERB
cana-4442	96	6	data	datum	NOUN
cana-4442	96	7	formats	format	NOUN
cana-4442	96	8	,	,	PUNCT
cana-4442	96	9	establish	establish	VERB
cana-4442	96	10	interoperability	interoperability	NOUN
cana-4442	96	11	standards	standard	NOUN
cana-4442	96	12	,	,	PUNCT
cana-4442	96	13	and	and	CCONJ
cana-4442	96	14	address	address	VERB
cana-4442	96	15	regulatory	regulatory	ADJ
cana-4442	96	16	barriers	barrier	NOUN
cana-4442	96	17	are	be	AUX
cana-4442	96	18	essential	essential	ADJ
cana-4442	96	19	for	for	ADP
cana-4442	96	20	accelerating	accelerate	VERB
cana-4442	96	21	the	the	DET
cana-4442	96	22	adoption	adoption	NOUN
cana-4442	96	23	of	of	ADP
cana-4442	96	24	ai	ai	PROPN
cana-4442	96	25	and	and	CCONJ
cana-4442	96	26	ml	ml	NOUN
cana-4442	96	27	-	-	PUNCT
cana-4442	96	28	based	base	VERB
cana-4442	96	29	solutions	solution	NOUN
cana-4442	96	30	in	in	ADP
cana-4442	96	31	power	power	NOUN
cana-4442	96	32	system	system	NOUN
cana-4442	96	33	operation	operation	NOUN
cana-4442	96	34	and	and	CCONJ
cana-4442	96	35	control	control	NOUN
cana-4442	97	1	[	[	X
cana-4442	97	2	39	39	NUM
cana-4442	97	3	]	]	PUNCT
cana-4442	97	4	.	.	PUNCT
cana-4442	98	1	5	5	X
cana-4442	98	2	.	.	X
cana-4442	98	3	voltage	voltage	NOUN
cana-4442	98	4	control	control	NOUN
cana-4442	98	5	and	and	CCONJ
cana-4442	98	6	reactive	reactive	ADJ
cana-4442	98	7	power	power	NOUN
cana-4442	98	8	optimization	optimization	NOUN
cana-4442	98	9	:	:	PUNCT
cana-4442	98	10	voltage	voltage	NOUN
cana-4442	98	11	control	control	NOUN
cana-4442	98	12	and	and	CCONJ
cana-4442	98	13	reactive	reactive	ADJ
cana-4442	98	14	power	power	NOUN
cana-4442	98	15	optimization	optimization	NOUN
cana-4442	98	16	are	be	AUX
cana-4442	98	17	crucial	crucial	ADJ
cana-4442	98	18	aspects	aspect	NOUN
cana-4442	98	19	of	of	ADP
cana-4442	98	20	power	power	NOUN
cana-4442	98	21	system	system	NOUN
cana-4442	98	22	operation	operation	NOUN
cana-4442	98	23	and	and	CCONJ
cana-4442	98	24	control	control	NOUN
cana-4442	98	25	,	,	PUNCT
cana-4442	98	26	aimed	aim	VERB
cana-4442	98	27	at	at	ADP
cana-4442	98	28	maintaining	maintain	VERB
cana-4442	98	29	voltage	voltage	NOUN
cana-4442	98	30	stability	stability	NOUN
cana-4442	98	31	,	,	PUNCT
cana-4442	98	32	improving	improve	VERB
cana-4442	98	33	power	power	NOUN
cana-4442	98	34	quality	quality	NOUN
cana-4442	98	35	,	,	PUNCT
cana-4442	98	36	and	and	CCONJ
cana-4442	98	37	ensuring	ensure	VERB
cana-4442	98	38	efficient	efficient	ADJ
cana-4442	98	39	utilization	utilization	NOUN
cana-4442	98	40	of	of	ADP
cana-4442	98	41	resources	resource	NOUN
cana-4442	98	42	.	.	PUNCT
cana-4442	99	1	in	in	ADP
cana-4442	99	2	today	today	NOUN
cana-4442	99	3	's	's	PART
cana-4442	99	4	power	power	NOUN
cana-4442	99	5	systems	system	NOUN
cana-4442	99	6	,	,	PUNCT
cana-4442	99	7	artificial	artificial	ADJ
cana-4442	99	8	intelligence	intelligence	NOUN
cana-4442	99	9	(	(	PUNCT
cana-4442	99	10	ai	ai	NOUN
cana-4442	99	11	)	)	PUNCT
cana-4442	99	12	and	and	CCONJ
cana-4442	99	13	machine	machine	NOUN
cana-4442	99	14	learning	learning	NOUN
cana-4442	99	15	(	(	PUNCT
cana-4442	99	16	ml	ml	NOUN
cana-4442	99	17	)	)	PUNCT
cana-4442	99	18	methods	method	NOUN
cana-4442	99	19	have	have	AUX
cana-4442	99	20	shown	show	VERB
cana-4442	99	21	to	to	PART
cana-4442	99	22	be	be	AUX
cana-4442	99	23	useful	useful	ADJ
cana-4442	99	24	instruments	instrument	NOUN
cana-4442	99	25	for	for	ADP
cana-4442	99	26	tackling	tackle	VERB
cana-4442	99	27	problems	problem	NOUN
cana-4442	99	28	with	with	ADP
cana-4442	99	29	reactive	reactive	ADJ
cana-4442	99	30	power	power	NOUN
cana-4442	99	31	optimization	optimization	NOUN
cana-4442	99	32	and	and	CCONJ
cana-4442	99	33	voltage	voltage	NOUN
cana-4442	99	34	control	control	NOUN
cana-4442	99	35	.	.	PUNCT
cana-4442	100	1	this	this	DET
cana-4442	100	2	section	section	NOUN
cana-4442	100	3	provides	provide	VERB
cana-4442	100	4	an	an	DET
cana-4442	100	5	overview	overview	NOUN
cana-4442	100	6	of	of	ADP
cana-4442	100	7	the	the	DET
cana-4442	100	8	applications	application	NOUN
cana-4442	100	9	of	of	ADP
cana-4442	100	10	ai	ai	NOUN
cana-4442	100	11	and	and	CCONJ
cana-4442	100	12	ml	ml	X
cana-4442	100	13	in	in	ADP
cana-4442	100	14	voltage	voltage	NOUN
cana-4442	100	15	control	control	NOUN
cana-4442	100	16	and	and	CCONJ
cana-4442	100	17	reactive	reactive	ADJ
cana-4442	100	18	power	power	NOUN
cana-4442	100	19	optimization	optimization	NOUN
cana-4442	100	20	,	,	PUNCT
cana-4442	100	21	highlighting	highlight	VERB
cana-4442	100	22	key	key	ADJ
cana-4442	100	23	methodologies	methodology	NOUN
cana-4442	100	24	,	,	PUNCT
cana-4442	100	25	advancements	advancement	NOUN
cana-4442	100	26	,	,	PUNCT
cana-4442	100	27	and	and	CCONJ
cana-4442	100	28	contributions	contribution	NOUN
cana-4442	100	29	in	in	ADP
cana-4442	100	30	the	the	DET
cana-4442	100	31	field	field	NOUN
cana-4442	100	32	.	.	PUNCT
cana-4442	101	1	5.1	5.1	NUM
cana-4442	101	2	.	.	PUNCT
cana-4442	101	3	importance	importance	NOUN
cana-4442	101	4	of	of	ADP
cana-4442	101	5	voltage	voltage	NOUN
cana-4442	101	6	control	control	NOUN
cana-4442	101	7	and	and	CCONJ
cana-4442	101	8	reactive	reactive	ADJ
cana-4442	101	9	power	power	NOUN
cana-4442	101	10	optimization	optimization	NOUN
cana-4442	101	11	:	:	PUNCT
cana-4442	101	12	reactive	reactive	ADJ
cana-4442	101	13	power	power	NOUN
cana-4442	101	14	optimization	optimization	NOUN
cana-4442	101	15	and	and	CCONJ
cana-4442	101	16	voltage	voltage	NOUN
cana-4442	101	17	management	management	NOUN
cana-4442	101	18	are	be	AUX
cana-4442	101	19	essential	essential	ADJ
cana-4442	101	20	for	for	ADP
cana-4442	101	21	preserving	preserve	VERB
cana-4442	101	22	system	system	NOUN
cana-4442	101	23	stability	stability	NOUN
cana-4442	101	24	and	and	CCONJ
cana-4442	101	25	dependability	dependability	NOUN
cana-4442	101	26	,	,	PUNCT
cana-4442	101	27	especially	especially	ADV
cana-4442	101	28	in	in	ADP
cana-4442	101	29	transmission	transmission	NOUN
cana-4442	101	30	and	and	CCONJ
cana-4442	101	31	distribution	distribution	NOUN
cana-4442	101	32	networks	network	NOUN
cana-4442	101	33	that	that	PRON
cana-4442	101	34	have	have	VERB
cana-4442	101	35	a	a	DET
cana-4442	101	36	high	high	ADJ
cana-4442	101	37	concentration	concentration	NOUN
cana-4442	101	38	of	of	ADP
cana-4442	101	39	dynamic	dynamic	ADJ
cana-4442	101	40	loads	load	NOUN
cana-4442	101	41	and	and	CCONJ
cana-4442	101	42	renewable	renewable	ADJ
cana-4442	101	43	energy	energy	NOUN
cana-4442	101	44	sources	source	NOUN
cana-4442	101	45	[	[	X
cana-4442	101	46	40	40	NUM
cana-4442	101	47	]	]	PUNCT
cana-4442	101	48	.	.	PUNCT
cana-4442	102	1	by	by	ADP
cana-4442	102	2	adjusting	adjust	VERB
cana-4442	102	3	reactive	reactive	ADJ
cana-4442	102	4	power	power	NOUN
cana-4442	102	5	resources	resource	NOUN
cana-4442	102	6	such	such	ADJ
cana-4442	102	7	as	as	ADP
cana-4442	102	8	capacitors	capacitor	NOUN
cana-4442	102	9	and	and	CCONJ
cana-4442	102	10	reactors	reactor	NOUN
cana-4442	102	11	,	,	PUNCT
cana-4442	102	12	utilities	utility	NOUN
cana-4442	102	13	can	can	AUX
cana-4442	102	14	regulate	regulate	VERB
cana-4442	102	15	voltage	voltage	NOUN
cana-4442	102	16	levels	level	NOUN
cana-4442	102	17	and	and	CCONJ
cana-4442	102	18	minimize	minimize	VERB
cana-4442	102	19	voltage	voltage	NOUN
cana-4442	102	20	deviations	deviation	NOUN
cana-4442	102	21	,	,	PUNCT
cana-4442	102	22	thereby	thereby	ADV
cana-4442	102	23	enhancing	enhance	VERB
cana-4442	102	24	power	power	NOUN
cana-4442	102	25	system	system	NOUN
cana-4442	102	26	performance	performance	NOUN
cana-4442	102	27	,	,	PUNCT
cana-4442	102	28	reducing	reduce	VERB
cana-4442	102	29	losses	loss	NOUN
cana-4442	102	30	,	,	PUNCT
cana-4442	102	31	and	and	CCONJ
cana-4442	102	32	improving	improve	VERB
cana-4442	102	33	grid	grid	NOUN
cana-4442	102	34	efficiency	efficiency	NOUN
cana-4442	102	35	.	.	PUNCT
cana-4442	103	1	5.2	5.2	NUM
cana-4442	103	2	.	.	PUNCT
cana-4442	104	1	ai	ai	AUX
cana-4442	104	2	and	and	CCONJ
cana-4442	104	3	ml	ml	ADP
cana-4442	104	4	techniques	technique	NOUN
cana-4442	104	5	for	for	ADP
cana-4442	104	6	voltage	voltage	NOUN
cana-4442	104	7	control	control	NOUN
cana-4442	104	8	:	:	PUNCT
cana-4442	104	9	ai	ai	VERB
cana-4442	104	10	and	and	CCONJ
cana-4442	104	11	ml	ml	ADP
cana-4442	104	12	techniques	technique	NOUN
cana-4442	104	13	offer	offer	VERB
cana-4442	104	14	versatile	versatile	ADJ
cana-4442	104	15	solutions	solution	NOUN
cana-4442	104	16	for	for	ADP
cana-4442	104	17	voltage	voltage	NOUN
cana-4442	104	18	control	control	NOUN
cana-4442	104	19	in	in	ADP
cana-4442	104	20	power	power	NOUN
cana-4442	104	21	systems	system	NOUN
cana-4442	104	22	,	,	PUNCT
cana-4442	104	23	enabling	enable	VERB
cana-4442	104	24	utilities	utility	NOUN
cana-4442	104	25	to	to	PART
cana-4442	104	26	predict	predict	VERB
cana-4442	104	27	voltage	voltage	NOUN
cana-4442	104	28	fluctuations	fluctuation	NOUN
cana-4442	104	29	,	,	PUNCT
cana-4442	104	30	identify	identify	VERB
cana-4442	104	31	voltage	voltage	NOUN
cana-4442	104	32	control	control	NOUN
cana-4442	104	33	devices	device	NOUN
cana-4442	104	34	'	'	PART
cana-4442	104	35	optimal	optimal	ADJ
cana-4442	104	36	settings	setting	NOUN
cana-4442	104	37	,	,	PUNCT
cana-4442	104	38	and	and	CCONJ
cana-4442	104	39	optimize	optimize	VERB
cana-4442	104	40	voltage	voltage	NOUN
cana-4442	104	41	regulation	regulation	NOUN
cana-4442	104	42	strategies	strategy	NOUN
cana-4442	104	43	.	.	PUNCT
cana-4442	105	1	utilizing	utilize	VERB
cana-4442	105	2	past	past	ADJ
cana-4442	105	3	data	datum	NOUN
cana-4442	105	4	and	and	CCONJ
cana-4442	105	5	system	system	NOUN
cana-4442	105	6	settings	setting	NOUN
cana-4442	105	7	,	,	PUNCT
cana-4442	105	8	supervised	supervise	VERB
cana-4442	105	9	learning	learning	NOUN
cana-4442	105	10	algorithms	algorithm	NOUN
cana-4442	105	11	—	—	PUNCT
cana-4442	105	12	like	like	SCONJ
cana-4442	105	13	support	support	NOUN
cana-4442	105	14	vector	vector	NOUN
cana-4442	105	15	machines	machine	NOUN
cana-4442	105	16	and	and	CCONJ
cana-4442	105	17	neural	neural	ADJ
cana-4442	105	18	networks	network	NOUN
cana-4442	105	19	—	—	PUNCT
cana-4442	105	20	are	be	AUX
cana-4442	105	21	used	use	VERB
cana-4442	105	22	to	to	PART
cana-4442	105	23	model	model	VERB
cana-4442	105	24	voltage	voltage	NOUN
cana-4442	105	25	profiles	profile	NOUN
cana-4442	105	26	and	and	CCONJ
cana-4442	105	27	forecast	forecast	VERB
cana-4442	105	28	voltage	voltage	NOUN
cana-4442	105	29	deviations	deviation	NOUN
cana-4442	106	1	[	[	X
cana-4442	106	2	41	41	NUM
cana-4442	106	3	]	]	PUNCT
cana-4442	106	4	.	.	PUNCT
cana-4442	107	1	reinforcement	reinforcement	NOUN
cana-4442	107	2	learning	learn	VERB
cana-4442	107	3	algorithms	algorithm	NOUN
cana-4442	107	4	enable	enable	VERB
cana-4442	107	5	autonomous	autonomous	ADJ
cana-4442	107	6	voltage	voltage	NOUN
cana-4442	107	7	control	control	NOUN
cana-4442	107	8	actions	action	NOUN
cana-4442	107	9	,	,	PUNCT
cana-4442	107	10	learning	learn	VERB
cana-4442	107	11	optimal	optimal	ADJ
cana-4442	107	12	control	control	NOUN
cana-4442	107	13	policies	policy	NOUN
cana-4442	107	14	through	through	ADP
cana-4442	107	15	interaction	interaction	NOUN
cana-4442	107	16	with	with	ADP
cana-4442	107	17	the	the	DET
cana-4442	107	18	grid	grid	NOUN
cana-4442	107	19	environment	environment	NOUN
cana-4442	107	20	and	and	CCONJ
cana-4442	107	21	feedback	feedback	NOUN
cana-4442	107	22	from	from	ADP
cana-4442	107	23	system	system	NOUN
cana-4442	107	24	dynamics	dynamic	NOUN
cana-4442	107	25	.	.	PUNCT
cana-4442	108	1	5.3	5.3	NUM
cana-4442	108	2	.	.	PUNCT
cana-4442	108	3	reactive	reactive	ADJ
cana-4442	108	4	power	power	NOUN
cana-4442	108	5	optimization	optimization	NOUN
cana-4442	108	6	strategies	strategy	NOUN
cana-4442	108	7	:	:	PUNCT
cana-4442	108	8	reactive	reactive	ADJ
cana-4442	108	9	power	power	NOUN
cana-4442	108	10	optimization	optimization	NOUN
cana-4442	108	11	involves	involve	VERB
cana-4442	108	12	determining	determine	VERB
cana-4442	108	13	the	the	DET
cana-4442	108	14	optimal	optimal	ADJ
cana-4442	108	15	allocation	allocation	NOUN
cana-4442	108	16	and	and	CCONJ
cana-4442	108	17	operation	operation	NOUN
cana-4442	108	18	of	of	ADP
cana-4442	108	19	reactive	reactive	ADJ
cana-4442	108	20	power	power	NOUN
cana-4442	108	21	resources	resource	NOUN
cana-4442	108	22	to	to	PART
cana-4442	108	23	maintain	maintain	VERB
cana-4442	108	24	voltage	voltage	NOUN
cana-4442	108	25	levels	level	NOUN
cana-4442	108	26	within	within	ADP
cana-4442	108	27	specified	specified	ADJ
cana-4442	108	28	limits	limit	NOUN
cana-4442	108	29	while	while	SCONJ
cana-4442	108	30	minimizing	minimize	VERB
cana-4442	108	31	system	system	NOUN
cana-4442	108	32	losses	loss	NOUN
cana-4442	108	33	and	and	CCONJ
cana-4442	108	34	improving	improve	VERB
cana-4442	108	35	power	power	NOUN
cana-4442	108	36	quality	quality	NOUN
cana-4442	108	37	.	.	PUNCT
cana-4442	109	1	ai	ai	VERB
cana-4442	109	2	and	and	CCONJ
cana-4442	109	3	ml	ml	AUX
cana-4442	109	4	techniques	technique	NOUN
cana-4442	109	5	facilitate	facilitate	VERB
cana-4442	109	6	reactive	reactive	ADJ
cana-4442	109	7	power	power	NOUN
cana-4442	109	8	optimization	optimization	NOUN
cana-4442	109	9	by	by	ADP
cana-4442	109	10	analyzing	analyze	VERB
cana-4442	109	11	system	system	NOUN
cana-4442	109	12	data	datum	NOUN
cana-4442	109	13	,	,	PUNCT
cana-4442	109	14	identifying	identify	VERB
cana-4442	109	15	reactive	reactive	ADJ
cana-4442	109	16	power	power	NOUN
cana-4442	109	17	support	support	NOUN
cana-4442	109	18	needs	need	VERB
cana-4442	109	19	,	,	PUNCT
cana-4442	109	20	and	and	CCONJ
cana-4442	109	21	optimizing	optimize	VERB
cana-4442	109	22	reactive	reactive	ADJ
cana-4442	109	23	power	power	NOUN
cana-4442	109	24	dispatch	dispatch	NOUN
cana-4442	109	25	schedules	schedule	NOUN
cana-4442	109	26	[	[	X
cana-4442	109	27	42	42	NUM
cana-4442	109	28	]	]	PUNCT
cana-4442	109	29	.	.	PUNCT
cana-4442	110	1	large	large	ADJ
cana-4442	110	2	-	-	PUNCT
cana-4442	110	3	scale	scale	NOUN
cana-4442	110	4	power	power	NOUN
cana-4442	110	5	systems	system	NOUN
cana-4442	110	6	with	with	ADP
cana-4442	110	7	nonlinear	nonlinear	ADJ
cana-4442	110	8	restrictions	restriction	NOUN
cana-4442	110	9	and	and	CCONJ
cana-4442	110	10	uncertainties	uncertainty	NOUN
cana-4442	110	11	are	be	AUX
cana-4442	110	12	solved	solve	VERB
cana-4442	110	13	using	use	VERB
cana-4442	110	14	evolutionary	evolutionary	ADJ
cana-4442	110	15	optimization	optimization	NOUN
cana-4442	110	16	techniques	technique	NOUN
cana-4442	110	17	,	,	PUNCT
cana-4442	110	18	like	like	ADP
cana-4442	110	19	particle	particle	NOUN
cana-4442	110	20	swarm	swarm	NOUN
cana-4442	110	21	optimization	optimization	NOUN
cana-4442	110	22	and	and	CCONJ
cana-4442	110	23	genetic	genetic	ADJ
cana-4442	110	24	algorithms	algorithm	NOUN
cana-4442	110	25	,	,	PUNCT
cana-4442	110	26	to	to	PART
cana-4442	110	27	find	find	VERB
cana-4442	110	28	the	the	DET
cana-4442	110	29	best	good	ADJ
cana-4442	110	30	solution	solution	NOUN
cana-4442	110	31	.	.	PUNCT
cana-4442	111	1	communications	communication	NOUN
cana-4442	111	2	on	on	ADP
cana-4442	111	3	applied	apply	VERB
cana-4442	111	4	nonlinear	nonlinear	ADJ
cana-4442	111	5	analysis	analysis	NOUN
cana-4442	111	6	issn	issn	NOUN
cana-4442	111	7	:	:	PUNCT
cana-4442	111	8	1074	1074	NUM
cana-4442	111	9	-	-	PUNCT
cana-4442	111	10	133x	133x	NUM
cana-4442	111	11	vol	vol	NOUN
cana-4442	111	12	32	32	NUM
cana-4442	111	13	no	no	NOUN
cana-4442	111	14	.	.	PUNCT
cana-4442	112	1	9s	9s	NUM
cana-4442	112	2	(	(	PUNCT
cana-4442	112	3	2025	2025	NUM
cana-4442	112	4	)	)	PUNCT
cana-4442	112	5	2014	2014	NUM
cana-4442	112	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	112	7	5.4	5.4	NUM
cana-4442	112	8	.	.	PUNCT
cana-4442	113	1	integration	integration	NOUN
cana-4442	113	2	with	with	ADP
cana-4442	113	3	smart	smart	ADJ
cana-4442	113	4	grid	grid	NOUN
cana-4442	113	5	technologies	technology	NOUN
cana-4442	113	6	:	:	PUNCT
cana-4442	113	7	the	the	DET
cana-4442	113	8	integration	integration	NOUN
cana-4442	113	9	of	of	ADP
cana-4442	113	10	ai	ai	PROPN
cana-4442	113	11	and	and	CCONJ
cana-4442	113	12	ml	ml	ADV
cana-4442	113	13	-	-	PUNCT
cana-4442	113	14	based	base	VERB
cana-4442	113	15	voltage	voltage	NOUN
cana-4442	113	16	control	control	NOUN
cana-4442	113	17	and	and	CCONJ
cana-4442	113	18	reactive	reactive	ADJ
cana-4442	113	19	power	power	NOUN
cana-4442	113	20	optimization	optimization	NOUN
cana-4442	113	21	strategies	strategy	NOUN
cana-4442	113	22	with	with	ADP
cana-4442	113	23	smart	smart	ADJ
cana-4442	113	24	grid	grid	NOUN
cana-4442	113	25	technologies	technology	NOUN
cana-4442	113	26	enhances	enhance	VERB
cana-4442	113	27	grid	grid	NOUN
cana-4442	113	28	flexibility	flexibility	NOUN
cana-4442	113	29	,	,	PUNCT
cana-4442	113	30	resilience	resilience	NOUN
cana-4442	113	31	,	,	PUNCT
cana-4442	113	32	and	and	CCONJ
cana-4442	113	33	self	self	NOUN
cana-4442	113	34	-	-	PUNCT
cana-4442	113	35	healing	heal	VERB
cana-4442	113	36	capabilities	capability	NOUN
cana-4442	113	37	[	[	X
cana-4442	113	38	43	43	NUM
cana-4442	113	39	]	]	PUNCT
cana-4442	113	40	.	.	PUNCT
cana-4442	114	1	advanced	advanced	ADJ
cana-4442	114	2	metering	metering	NOUN
cana-4442	114	3	infrastructure	infrastructure	NOUN
cana-4442	114	4	(	(	PUNCT
cana-4442	114	5	ami	ami	NOUN
cana-4442	114	6	)	)	PUNCT
cana-4442	114	7	,	,	PUNCT
cana-4442	114	8	synchrophasor	synchrophasor	NOUN
cana-4442	114	9	measurements	measurement	NOUN
cana-4442	114	10	,	,	PUNCT
cana-4442	114	11	and	and	CCONJ
cana-4442	114	12	distribution	distribution	NOUN
cana-4442	114	13	automation	automation	NOUN
cana-4442	114	14	systems	system	NOUN
cana-4442	114	15	provide	provide	VERB
cana-4442	114	16	real	real	ADJ
cana-4442	114	17	-	-	PUNCT
cana-4442	114	18	time	time	NOUN
cana-4442	114	19	data	datum	NOUN
cana-4442	114	20	streams	stream	NOUN
cana-4442	114	21	for	for	ADP
cana-4442	114	22	ai	ai	NOUN
cana-4442	114	23	and	and	CCONJ
cana-4442	114	24	ml	ml	ADP
cana-4442	114	25	algorithms	algorithm	NOUN
cana-4442	114	26	to	to	PART
cana-4442	114	27	monitor	monitor	VERB
cana-4442	114	28	system	system	NOUN
cana-4442	114	29	conditions	condition	NOUN
cana-4442	114	30	,	,	PUNCT
cana-4442	114	31	detect	detect	VERB
cana-4442	114	32	voltage	voltage	NOUN
cana-4442	114	33	anomalies	anomaly	NOUN
cana-4442	114	34	,	,	PUNCT
cana-4442	114	35	and	and	CCONJ
cana-4442	114	36	implement	implement	VERB
cana-4442	114	37	corrective	corrective	ADJ
cana-4442	114	38	actions	action	NOUN
cana-4442	114	39	[	[	X
cana-4442	114	40	44	44	NUM
cana-4442	114	41	]	]	PUNCT
cana-4442	114	42	.	.	PUNCT
cana-4442	115	1	coordinated	coordinate	VERB
cana-4442	115	2	voltage	voltage	NOUN
cana-4442	115	3	control	control	NOUN
cana-4442	115	4	and	and	CCONJ
cana-4442	115	5	reactive	reactive	ADJ
cana-4442	115	6	power	power	NOUN
cana-4442	115	7	optimization	optimization	NOUN
cana-4442	115	8	across	across	ADP
cana-4442	115	9	distributed	distribute	VERB
cana-4442	115	10	energy	energy	NOUN
cana-4442	115	11	resources	resource	NOUN
cana-4442	115	12	(	(	PUNCT
cana-4442	115	13	ders	ders	PROPN
cana-4442	115	14	)	)	PUNCT
cana-4442	115	15	,	,	PUNCT
cana-4442	115	16	such	such	ADJ
cana-4442	115	17	as	as	ADP
cana-4442	115	18	renewable	renewable	ADJ
cana-4442	115	19	production	production	NOUN
cana-4442	115	20	,	,	PUNCT
cana-4442	115	21	energy	energy	NOUN
cana-4442	115	22	storage	storage	NOUN
cana-4442	115	23	,	,	PUNCT
cana-4442	115	24	and	and	CCONJ
cana-4442	115	25	electric	electric	ADJ
cana-4442	115	26	cars	car	NOUN
cana-4442	115	27	,	,	PUNCT
cana-4442	115	28	are	be	AUX
cana-4442	115	29	made	make	VERB
cana-4442	115	30	possible	possible	ADJ
cana-4442	115	31	by	by	ADP
cana-4442	115	32	decentralized	decentralized	ADJ
cana-4442	115	33	control	control	NOUN
cana-4442	115	34	structures	structure	NOUN
cana-4442	115	35	,	,	PUNCT
cana-4442	115	36	such	such	ADJ
cana-4442	115	37	as	as	ADP
cana-4442	115	38	distributed	distribute	VERB
cana-4442	115	39	energy	energy	NOUN
cana-4442	115	40	resource	resource	NOUN
cana-4442	115	41	management	management	NOUN
cana-4442	115	42	systems	system	NOUN
cana-4442	115	43	(	(	PUNCT
cana-4442	115	44	derms	derm	NOUN
cana-4442	115	45	)	)	PUNCT
cana-4442	116	1	[	[	X
cana-4442	116	2	45	45	NUM
cana-4442	116	3	]	]	PUNCT
cana-4442	116	4	.	.	PUNCT
cana-4442	117	1	5.5	5.5	NUM
cana-4442	117	2	.	.	PUNCT
cana-4442	117	3	challenges	challenge	NOUN
cana-4442	117	4	and	and	CCONJ
cana-4442	117	5	future	future	ADJ
cana-4442	117	6	directions	direction	NOUN
cana-4442	117	7	:	:	PUNCT
cana-4442	117	8	even	even	ADV
cana-4442	117	9	with	with	ADP
cana-4442	117	10	these	these	DET
cana-4442	117	11	tremendous	tremendous	ADJ
cana-4442	117	12	advances	advance	NOUN
cana-4442	117	13	,	,	PUNCT
cana-4442	117	14	there	there	PRON
cana-4442	117	15	are	be	VERB
cana-4442	117	16	still	still	ADV
cana-4442	117	17	a	a	DET
cana-4442	117	18	number	number	NOUN
cana-4442	117	19	of	of	ADP
cana-4442	117	20	obstacles	obstacle	NOUN
cana-4442	117	21	to	to	PART
cana-4442	117	22	overcome	overcome	VERB
cana-4442	117	23	when	when	SCONJ
cana-4442	117	24	using	use	VERB
cana-4442	117	25	ai	ai	NOUN
cana-4442	117	26	and	and	CCONJ
cana-4442	117	27	ml	ml	ADP
cana-4442	117	28	techniques	technique	NOUN
cana-4442	117	29	for	for	ADP
cana-4442	117	30	reactive	reactive	ADJ
cana-4442	117	31	power	power	NOUN
cana-4442	117	32	management	management	NOUN
cana-4442	117	33	and	and	CCONJ
cana-4442	117	34	voltage	voltage	NOUN
cana-4442	117	35	control	control	NOUN
cana-4442	117	36	.	.	PUNCT
cana-4442	118	1	these	these	PRON
cana-4442	118	2	include	include	VERB
cana-4442	118	3	issues	issue	NOUN
cana-4442	118	4	with	with	ADP
cana-4442	118	5	cybersecurity	cybersecurity	NOUN
cana-4442	118	6	,	,	PUNCT
cana-4442	118	7	data	datum	NOUN
cana-4442	118	8	quality	quality	NOUN
cana-4442	118	9	,	,	PUNCT
cana-4442	118	10	interpretability	interpretability	NOUN
cana-4442	118	11	of	of	ADP
cana-4442	118	12	models	model	NOUN
cana-4442	118	13	,	,	PUNCT
cana-4442	118	14	and	and	CCONJ
cana-4442	118	15	computational	computational	ADJ
cana-4442	118	16	complexity	complexity	NOUN
cana-4442	118	17	[	[	X
cana-4442	118	18	46	46	NUM
cana-4442	118	19	,	,	PUNCT
cana-4442	118	20	47	47	NUM
cana-4442	118	21	]	]	PUNCT
cana-4442	118	22	.	.	PUNCT
cana-4442	119	1	future	future	ADJ
cana-4442	119	2	research	research	NOUN
cana-4442	119	3	paths	path	NOUN
cana-4442	119	4	include	include	VERB
cana-4442	119	5	adopting	adopt	VERB
cana-4442	119	6	advanced	advanced	ADJ
cana-4442	119	7	data	datum	NOUN
cana-4442	119	8	analytics	analytic	NOUN
cana-4442	119	9	methodologies	methodology	NOUN
cana-4442	119	10	for	for	ADP
cana-4442	119	11	real	real	ADJ
cana-4442	119	12	-	-	PUNCT
cana-4442	119	13	time	time	NOUN
cana-4442	119	14	decisionmaking	decisionmake	VERB
cana-4442	119	15	in	in	ADP
cana-4442	119	16	dynamic	dynamic	ADJ
cana-4442	119	17	grid	grid	NOUN
cana-4442	119	18	environments	environment	NOUN
cana-4442	119	19	,	,	PUNCT
cana-4442	119	20	integrating	integrate	VERB
cana-4442	119	21	distributed	distributed	ADJ
cana-4442	119	22	intelligence	intelligence	NOUN
cana-4442	119	23	for	for	ADP
cana-4442	119	24	decentralized	decentralized	ADJ
cana-4442	119	25	voltage	voltage	NOUN
cana-4442	119	26	control	control	NOUN
cana-4442	120	1	[	[	X
cana-4442	120	2	48	48	NUM
cana-4442	120	3	]	]	PUNCT
cana-4442	120	4	,	,	PUNCT
cana-4442	120	5	and	and	CCONJ
cana-4442	120	6	developing	develop	VERB
cana-4442	120	7	hybrid	hybrid	ADJ
cana-4442	120	8	optimization	optimization	NOUN
cana-4442	120	9	algorithms	algorithm	NOUN
cana-4442	120	10	that	that	PRON
cana-4442	120	11	combine	combine	VERB
cana-4442	120	12	artificial	artificial	ADJ
cana-4442	120	13	intelligence	intelligence	NOUN
cana-4442	120	14	and	and	CCONJ
cana-4442	120	15	conventional	conventional	ADJ
cana-4442	120	16	optimization	optimization	NOUN
cana-4442	120	17	techniques	technique	NOUN
cana-4442	120	18	[	[	X
cana-4442	120	19	49	49	NUM
cana-4442	120	20	]	]	PUNCT
cana-4442	120	21	.	.	PUNCT
cana-4442	121	1	further	far	ADV
cana-4442	121	2	,	,	PUNCT
cana-4442	121	3	to	to	PART
cana-4442	121	4	expedite	expedite	VERB
cana-4442	121	5	the	the	DET
cana-4442	121	6	implementation	implementation	NOUN
cana-4442	121	7	of	of	ADP
cana-4442	121	8	ai	ai	ADJ
cana-4442	121	9	and	and	CCONJ
cana-4442	121	10	mlbased	mlbased	ADJ
cana-4442	121	11	solutions	solution	NOUN
cana-4442	121	12	in	in	ADP
cana-4442	121	13	power	power	NOUN
cana-4442	121	14	system	system	NOUN
cana-4442	121	15	operation	operation	NOUN
cana-4442	121	16	and	and	CCONJ
cana-4442	121	17	control	control	NOUN
cana-4442	121	18	,	,	PUNCT
cana-4442	121	19	initiatives	initiative	NOUN
cana-4442	121	20	to	to	PART
cana-4442	121	21	standardize	standardize	VERB
cana-4442	121	22	data	datum	NOUN
cana-4442	121	23	formats	format	NOUN
cana-4442	121	24	,	,	PUNCT
cana-4442	121	25	create	create	VERB
cana-4442	121	26	interoperability	interoperability	NOUN
cana-4442	121	27	standards	standard	NOUN
cana-4442	121	28	,	,	PUNCT
cana-4442	121	29	and	and	CCONJ
cana-4442	121	30	remove	remove	VERB
cana-4442	121	31	regulatory	regulatory	ADJ
cana-4442	121	32	obstacles	obstacle	NOUN
cana-4442	121	33	are	be	AUX
cana-4442	121	34	critical	critical	ADJ
cana-4442	121	35	.	.	PUNCT
cana-4442	122	1	6	6	X
cana-4442	122	2	.	.	X
cana-4442	122	3	renewable	renewable	ADJ
cana-4442	122	4	energy	energy	NOUN
cana-4442	122	5	integration	integration	NOUN
cana-4442	122	6	and	and	CCONJ
cana-4442	122	7	grid	grid	NOUN
cana-4442	122	8	stability	stability	NOUN
cana-4442	122	9	enhancement	enhancement	NOUN
cana-4442	122	10	:	:	PUNCT
cana-4442	122	11	the	the	DET
cana-4442	122	12	incorporation	incorporation	NOUN
cana-4442	122	13	of	of	ADP
cana-4442	122	14	renewable	renewable	ADJ
cana-4442	122	15	energy	energy	NOUN
cana-4442	122	16	sources	source	NOUN
cana-4442	122	17	(	(	PUNCT
cana-4442	122	18	res	re	NOUN
cana-4442	122	19	)	)	PUNCT
cana-4442	122	20	into	into	ADP
cana-4442	122	21	power	power	NOUN
cana-4442	122	22	networks	network	NOUN
cana-4442	122	23	has	have	VERB
cana-4442	122	24	distinct	distinct	ADJ
cana-4442	122	25	difficulties	difficulty	NOUN
cana-4442	122	26	with	with	ADP
cana-4442	122	27	operational	operational	ADJ
cana-4442	122	28	flexibility	flexibility	NOUN
cana-4442	122	29	,	,	PUNCT
cana-4442	122	30	grid	grid	NOUN
cana-4442	122	31	stability	stability	NOUN
cana-4442	122	32	,	,	PUNCT
cana-4442	122	33	and	and	CCONJ
cana-4442	122	34	reliability	reliability	NOUN
cana-4442	122	35	.	.	PUNCT
cana-4442	123	1	effective	effective	ADJ
cana-4442	123	2	management	management	NOUN
cana-4442	123	3	and	and	CCONJ
cana-4442	123	4	control	control	NOUN
cana-4442	123	5	mechanisms	mechanism	NOUN
cana-4442	123	6	are	be	AUX
cana-4442	123	7	necessary	necessary	ADJ
cana-4442	123	8	to	to	PART
cana-4442	123	9	achieve	achieve	VERB
cana-4442	123	10	easy	easy	ADJ
cana-4442	123	11	integration	integration	NOUN
cana-4442	123	12	while	while	SCONJ
cana-4442	123	13	preserving	preserve	VERB
cana-4442	123	14	grid	grid	NOUN
cana-4442	123	15	stability	stability	NOUN
cana-4442	123	16	because	because	SCONJ
cana-4442	123	17	renewable	renewable	ADJ
cana-4442	123	18	generation	generation	NOUN
cana-4442	123	19	fluctuates	fluctuate	NOUN
cana-4442	123	20	depending	depend	VERB
cana-4442	123	21	on	on	ADP
cana-4442	123	22	weather	weather	NOUN
cana-4442	123	23	conditions	condition	NOUN
cana-4442	123	24	[	[	X
cana-4442	123	25	50	50	NUM
cana-4442	123	26	]	]	PUNCT
cana-4442	123	27	.	.	PUNCT
cana-4442	124	1	innovative	innovative	ADJ
cana-4442	124	2	approaches	approach	NOUN
cana-4442	124	3	to	to	ADP
cana-4442	124	4	these	these	DET
cana-4442	124	5	problems	problem	NOUN
cana-4442	124	6	are	be	AUX
cana-4442	124	7	provided	provide	VERB
cana-4442	124	8	by	by	ADP
cana-4442	124	9	artificial	artificial	ADJ
cana-4442	124	10	intelligence	intelligence	NOUN
cana-4442	124	11	(	(	PUNCT
cana-4442	124	12	ai	ai	NOUN
cana-4442	124	13	)	)	PUNCT
cana-4442	124	14	and	and	CCONJ
cana-4442	124	15	machine	machine	NOUN
cana-4442	124	16	learning	learning	NOUN
cana-4442	124	17	(	(	PUNCT
cana-4442	124	18	ml	ml	NOUN
cana-4442	124	19	)	)	PUNCT
cana-4442	124	20	techniques	technique	NOUN
cana-4442	124	21	,	,	PUNCT
cana-4442	124	22	which	which	PRON
cana-4442	124	23	allow	allow	VERB
cana-4442	124	24	utilities	utility	NOUN
cana-4442	124	25	to	to	PART
cana-4442	124	26	maximize	maximize	VERB
cana-4442	124	27	integration	integration	NOUN
cana-4442	124	28	of	of	ADP
cana-4442	124	29	renewable	renewable	ADJ
cana-4442	124	30	energy	energy	NOUN
cana-4442	124	31	sources	source	NOUN
cana-4442	124	32	,	,	PUNCT
cana-4442	124	33	improve	improve	VERB
cana-4442	124	34	overall	overall	ADJ
cana-4442	124	35	system	system	NOUN
cana-4442	124	36	resilience	resilience	NOUN
cana-4442	124	37	,	,	PUNCT
cana-4442	124	38	and	and	CCONJ
cana-4442	124	39	improve	improve	VERB
cana-4442	124	40	grid	grid	NOUN
cana-4442	124	41	stability	stability	NOUN
cana-4442	124	42	.	.	PUNCT
cana-4442	125	1	this	this	DET
cana-4442	125	2	section	section	NOUN
cana-4442	125	3	provides	provide	VERB
cana-4442	125	4	an	an	DET
cana-4442	125	5	overview	overview	NOUN
cana-4442	125	6	of	of	ADP
cana-4442	125	7	the	the	DET
cana-4442	125	8	applications	application	NOUN
cana-4442	125	9	of	of	ADP
cana-4442	125	10	ai	ai	NOUN
cana-4442	125	11	and	and	CCONJ
cana-4442	125	12	ml	ml	X
cana-4442	125	13	in	in	ADP
cana-4442	125	14	renewable	renewable	ADJ
cana-4442	125	15	energy	energy	NOUN
cana-4442	125	16	integration	integration	NOUN
cana-4442	125	17	and	and	CCONJ
cana-4442	125	18	grid	grid	NOUN
cana-4442	125	19	stability	stability	NOUN
cana-4442	125	20	enhancement	enhancement	NOUN
cana-4442	125	21	,	,	PUNCT
cana-4442	125	22	highlighting	highlight	VERB
cana-4442	125	23	key	key	ADJ
cana-4442	125	24	methodologies	methodology	NOUN
cana-4442	125	25	,	,	PUNCT
cana-4442	125	26	advancements	advancement	NOUN
cana-4442	125	27	,	,	PUNCT
cana-4442	125	28	and	and	CCONJ
cana-4442	125	29	future	future	ADJ
cana-4442	125	30	directions	direction	NOUN
cana-4442	125	31	in	in	ADP
cana-4442	125	32	the	the	DET
cana-4442	125	33	field	field	NOUN
cana-4442	125	34	.	.	PUNCT
cana-4442	126	1	6.1	6.1	NUM
cana-4442	126	2	.	.	PUNCT
cana-4442	127	1	renewable	renewable	ADJ
cana-4442	127	2	energy	energy	NOUN
cana-4442	127	3	forecasting	forecasting	NOUN
cana-4442	127	4	:	:	PUNCT
cana-4442	127	5	for	for	ADP
cana-4442	127	6	efficient	efficient	ADJ
cana-4442	127	7	grid	grid	NOUN
cana-4442	127	8	operation	operation	NOUN
cana-4442	127	9	and	and	CCONJ
cana-4442	127	10	planning	planning	NOUN
cana-4442	127	11	,	,	PUNCT
cana-4442	127	12	accurate	accurate	ADJ
cana-4442	127	13	forecasting	forecasting	NOUN
cana-4442	127	14	of	of	ADP
cana-4442	127	15	renewable	renewable	ADJ
cana-4442	127	16	energy	energy	NOUN
cana-4442	127	17	generation	generation	NOUN
cana-4442	127	18	is	be	AUX
cana-4442	127	19	essential	essential	ADJ
cana-4442	127	20	.	.	PUNCT
cana-4442	128	1	renewable	renewable	ADJ
cana-4442	128	2	energy	energy	NOUN
cana-4442	128	3	forecasting	forecasting	NOUN
cana-4442	128	4	makes	make	VERB
cana-4442	128	5	extensive	extensive	ADJ
cana-4442	128	6	use	use	NOUN
cana-4442	128	7	of	of	ADP
cana-4442	128	8	ai	ai	NOUN
cana-4442	128	9	and	and	CCONJ
cana-4442	128	10	ml	ml	ADP
cana-4442	128	11	techniques	technique	NOUN
cana-4442	128	12	like	like	ADP
cana-4442	128	13	ensemble	ensemble	ADJ
cana-4442	128	14	approaches	approach	NOUN
cana-4442	128	15	,	,	PUNCT
cana-4442	128	16	support	support	VERB
cana-4442	128	17	vector	vector	NOUN
cana-4442	128	18	machines	machine	NOUN
cana-4442	128	19	,	,	PUNCT
cana-4442	128	20	and	and	CCONJ
cana-4442	128	21	neural	neural	ADJ
cana-4442	128	22	networks	network	NOUN
cana-4442	128	23	[	[	X
cana-4442	128	24	51	51	NUM
cana-4442	128	25	]	]	PUNCT
cana-4442	128	26	.	.	PUNCT
cana-4442	129	1	these	these	DET
cana-4442	129	2	techniques	technique	NOUN
cana-4442	129	3	utilize	utilize	VERB
cana-4442	129	4	historical	historical	ADJ
cana-4442	129	5	weather	weather	NOUN
cana-4442	129	6	data	datum	NOUN
cana-4442	129	7	,	,	PUNCT
cana-4442	129	8	generation	generation	NOUN
cana-4442	129	9	patterns	pattern	NOUN
cana-4442	129	10	,	,	PUNCT
cana-4442	129	11	and	and	CCONJ
cana-4442	129	12	other	other	ADJ
cana-4442	129	13	relevant	relevant	ADJ
cana-4442	129	14	factors	factor	NOUN
cana-4442	129	15	to	to	PART
cana-4442	129	16	predict	predict	VERB
cana-4442	129	17	future	future	ADJ
cana-4442	129	18	renewable	renewable	ADJ
cana-4442	129	19	energy	energy	NOUN
cana-4442	129	20	output	output	NOUN
cana-4442	129	21	with	with	ADP
cana-4442	129	22	high	high	ADJ
cana-4442	129	23	accuracy	accuracy	NOUN
cana-4442	129	24	.	.	PUNCT
cana-4442	130	1	by	by	ADP
cana-4442	130	2	providing	provide	VERB
cana-4442	130	3	reliable	reliable	ADJ
cana-4442	130	4	forecasts	forecast	NOUN
cana-4442	130	5	,	,	PUNCT
cana-4442	130	6	utilities	utility	NOUN
cana-4442	130	7	can	can	AUX
cana-4442	130	8	better	well	ADV
cana-4442	130	9	anticipate	anticipate	VERB
cana-4442	130	10	fluctuations	fluctuation	NOUN
cana-4442	130	11	in	in	ADP
cana-4442	130	12	renewable	renewable	ADJ
cana-4442	130	13	generation	generation	NOUN
cana-4442	130	14	and	and	CCONJ
cana-4442	130	15	optimize	optimize	VERB
cana-4442	130	16	resource	resource	NOUN
cana-4442	130	17	allocation	allocation	NOUN
cana-4442	130	18	,	,	PUNCT
cana-4442	130	19	facilitating	facilitate	VERB
cana-4442	130	20	efficient	efficient	ADJ
cana-4442	130	21	grid	grid	NOUN
cana-4442	130	22	management	management	NOUN
cana-4442	130	23	and	and	CCONJ
cana-4442	130	24	integration	integration	NOUN
cana-4442	130	25	.	.	PUNCT
cana-4442	131	1	communications	communication	NOUN
cana-4442	131	2	on	on	ADP
cana-4442	131	3	applied	apply	VERB
cana-4442	131	4	nonlinear	nonlinear	ADJ
cana-4442	131	5	analysis	analysis	NOUN
cana-4442	131	6	issn	issn	NOUN
cana-4442	131	7	:	:	PUNCT
cana-4442	131	8	1074	1074	NUM
cana-4442	131	9	-	-	PUNCT
cana-4442	131	10	133x	133x	NUM
cana-4442	131	11	vol	vol	NOUN
cana-4442	131	12	32	32	NUM
cana-4442	131	13	no	no	NOUN
cana-4442	131	14	.	.	PUNCT
cana-4442	132	1	9s	9s	NUM
cana-4442	132	2	(	(	PUNCT
cana-4442	132	3	2025	2025	NUM
cana-4442	132	4	)	)	PUNCT
cana-4442	132	5	2015	2015	NUM
cana-4442	132	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	132	7	6.2	6.2	NUM
cana-4442	132	8	.	.	PUNCT
cana-4442	133	1	demand	demand	NOUN
cana-4442	133	2	response	response	NOUN
cana-4442	133	3	and	and	CCONJ
cana-4442	133	4	flexible	flexible	ADJ
cana-4442	133	5	load	load	NOUN
cana-4442	133	6	management	management	NOUN
cana-4442	133	7	:	:	PUNCT
cana-4442	133	8	demand	demand	NOUN
cana-4442	133	9	response	response	NOUN
cana-4442	133	10	programs	program	NOUN
cana-4442	133	11	and	and	CCONJ
cana-4442	133	12	flexible	flexible	ADJ
cana-4442	133	13	load	load	NOUN
cana-4442	133	14	management	management	NOUN
cana-4442	133	15	strategies	strategy	NOUN
cana-4442	133	16	play	play	VERB
cana-4442	133	17	a	a	DET
cana-4442	133	18	vital	vital	ADJ
cana-4442	133	19	role	role	NOUN
cana-4442	133	20	in	in	ADP
cana-4442	133	21	balancing	balance	VERB
cana-4442	133	22	supply	supply	NOUN
cana-4442	133	23	and	and	CCONJ
cana-4442	133	24	demand	demand	NOUN
cana-4442	133	25	in	in	ADP
cana-4442	133	26	renewable	renewable	ADJ
cana-4442	133	27	-	-	PUNCT
cana-4442	133	28	rich	rich	ADJ
cana-4442	133	29	grids	grid	NOUN
cana-4442	133	30	.	.	PUNCT
cana-4442	134	1	ai	ai	AUX
cana-4442	134	2	and	and	CCONJ
cana-4442	134	3	ml	ml	ADP
cana-4442	134	4	algorithms	algorithm	NOUN
cana-4442	134	5	enable	enable	VERB
cana-4442	134	6	utilities	utility	NOUN
cana-4442	134	7	to	to	PART
cana-4442	134	8	analyze	analyze	VERB
cana-4442	134	9	consumption	consumption	NOUN
cana-4442	134	10	patterns	pattern	NOUN
cana-4442	134	11	,	,	PUNCT
cana-4442	134	12	identify	identify	VERB
cana-4442	134	13	demand	demand	NOUN
cana-4442	134	14	flexibility	flexibility	NOUN
cana-4442	134	15	opportunities	opportunity	NOUN
cana-4442	134	16	,	,	PUNCT
cana-4442	134	17	and	and	CCONJ
cana-4442	134	18	optimize	optimize	VERB
cana-4442	134	19	load	load	NOUN
cana-4442	134	20	scheduling	scheduling	NOUN
cana-4442	134	21	to	to	PART
cana-4442	134	22	align	align	VERB
cana-4442	134	23	with	with	ADP
cana-4442	134	24	renewable	renewable	ADJ
cana-4442	134	25	generation	generation	NOUN
cana-4442	134	26	patterns	pattern	NOUN
cana-4442	134	27	[	[	X
cana-4442	134	28	52	52	NUM
cana-4442	134	29	]	]	PUNCT
cana-4442	134	30	.	.	PUNCT
cana-4442	135	1	reinforcement	reinforcement	NOUN
cana-4442	135	2	learning	learn	VERB
cana-4442	135	3	algorithms	algorithm	NOUN
cana-4442	135	4	facilitate	facilitate	VERB
cana-4442	135	5	dynamic	dynamic	ADJ
cana-4442	135	6	demand	demand	NOUN
cana-4442	135	7	response	response	NOUN
cana-4442	135	8	actions	action	NOUN
cana-4442	135	9	,	,	PUNCT
cana-4442	135	10	allowing	allow	VERB
cana-4442	135	11	customers	customer	NOUN
cana-4442	135	12	to	to	PART
cana-4442	135	13	adjust	adjust	VERB
cana-4442	135	14	their	their	PRON
cana-4442	135	15	energy	energy	NOUN
cana-4442	135	16	consumption	consumption	NOUN
cana-4442	135	17	in	in	ADP
cana-4442	135	18	response	response	NOUN
cana-4442	135	19	to	to	PART
cana-4442	135	20	realtime	realtime	VERB
cana-4442	135	21	price	price	NOUN
cana-4442	135	22	signals	signal	NOUN
cana-4442	135	23	or	or	CCONJ
cana-4442	135	24	grid	grid	NOUN
cana-4442	135	25	conditions	condition	NOUN
cana-4442	135	26	[	[	X
cana-4442	135	27	53	53	NUM
cana-4442	135	28	]	]	PUNCT
cana-4442	135	29	.	.	PUNCT
cana-4442	136	1	by	by	ADP
cana-4442	136	2	leveraging	leverage	VERB
cana-4442	136	3	demand	demand	NOUN
cana-4442	136	4	response	response	NOUN
cana-4442	136	5	and	and	CCONJ
cana-4442	136	6	flexible	flexible	ADJ
cana-4442	136	7	load	load	NOUN
cana-4442	136	8	management	management	NOUN
cana-4442	136	9	,	,	PUNCT
cana-4442	136	10	utilities	utility	NOUN
cana-4442	136	11	can	can	AUX
cana-4442	136	12	enhance	enhance	VERB
cana-4442	136	13	grid	grid	NOUN
cana-4442	136	14	stability	stability	NOUN
cana-4442	136	15	,	,	PUNCT
cana-4442	136	16	reduce	reduce	VERB
cana-4442	136	17	peak	peak	NOUN
cana-4442	136	18	demand	demand	NOUN
cana-4442	136	19	,	,	PUNCT
cana-4442	136	20	and	and	CCONJ
cana-4442	136	21	maximize	maximize	VERB
cana-4442	136	22	the	the	DET
cana-4442	136	23	utilization	utilization	NOUN
cana-4442	136	24	of	of	ADP
cana-4442	136	25	renewable	renewable	ADJ
cana-4442	136	26	resources	resource	NOUN
cana-4442	136	27	.	.	PUNCT
cana-4442	137	1	6.3	6.3	NUM
cana-4442	137	2	.	.	PUNCT
cana-4442	138	1	grid	grid	NOUN
cana-4442	138	2	-	-	PUNCT
cana-4442	138	3	friendly	friendly	ADJ
cana-4442	138	4	renewable	renewable	ADJ
cana-4442	138	5	energy	energy	NOUN
cana-4442	138	6	integration	integration	NOUN
cana-4442	138	7	:	:	PUNCT
cana-4442	138	8	integrating	integrate	VERB
cana-4442	138	9	renewable	renewable	ADJ
cana-4442	138	10	energy	energy	NOUN
cana-4442	138	11	sources	source	NOUN
cana-4442	138	12	into	into	ADP
cana-4442	138	13	the	the	DET
cana-4442	138	14	grid	grid	NOUN
cana-4442	138	15	while	while	SCONJ
cana-4442	138	16	ensuring	ensure	VERB
cana-4442	138	17	grid	grid	NOUN
cana-4442	138	18	stability	stability	NOUN
cana-4442	138	19	and	and	CCONJ
cana-4442	138	20	reliability	reliability	NOUN
cana-4442	138	21	requires	require	VERB
cana-4442	138	22	advanced	advanced	ADJ
cana-4442	138	23	control	control	NOUN
cana-4442	138	24	and	and	CCONJ
cana-4442	138	25	coordination	coordination	NOUN
cana-4442	138	26	strategies	strategy	NOUN
cana-4442	138	27	.	.	PUNCT
cana-4442	139	1	ai	ai	VERB
cana-4442	139	2	and	and	CCONJ
cana-4442	139	3	ml	ml	NOUN
cana-4442	139	4	-	-	PUNCT
cana-4442	139	5	based	base	VERB
cana-4442	139	6	control	control	NOUN
cana-4442	139	7	algorithms	algorithm	NOUN
cana-4442	139	8	enable	enable	VERB
cana-4442	139	9	grid	grid	NOUN
cana-4442	139	10	-	-	PUNCT
cana-4442	139	11	friendly	friendly	ADJ
cana-4442	139	12	integration	integration	NOUN
cana-4442	139	13	of	of	ADP
cana-4442	139	14	renewable	renewable	ADJ
cana-4442	139	15	resources	resource	NOUN
cana-4442	139	16	,	,	PUNCT
cana-4442	139	17	facilitating	facilitate	VERB
cana-4442	139	18	seamless	seamless	ADJ
cana-4442	139	19	synchronization	synchronization	NOUN
cana-4442	139	20	with	with	ADP
cana-4442	139	21	grid	grid	NOUN
cana-4442	139	22	operations	operation	NOUN
cana-4442	139	23	and	and	CCONJ
cana-4442	139	24	mitigating	mitigate	VERB
cana-4442	139	25	potential	potential	ADJ
cana-4442	139	26	grid	grid	NOUN
cana-4442	139	27	disturbances	disturbance	NOUN
cana-4442	139	28	.	.	PUNCT
cana-4442	140	1	predictive	predictive	ADJ
cana-4442	140	2	analytics	analytic	NOUN
cana-4442	140	3	techniques	technique	NOUN
cana-4442	140	4	,	,	PUNCT
cana-4442	140	5	such	such	ADJ
cana-4442	140	6	as	as	ADP
cana-4442	140	7	state	state	NOUN
cana-4442	140	8	estimation	estimation	NOUN
cana-4442	140	9	and	and	CCONJ
cana-4442	140	10	dynamic	dynamic	ADJ
cana-4442	140	11	modeling	modeling	NOUN
cana-4442	140	12	,	,	PUNCT
cana-4442	140	13	aid	aid	NOUN
cana-4442	140	14	in	in	ADP
cana-4442	140	15	real	real	ADJ
cana-4442	140	16	-	-	PUNCT
cana-4442	140	17	time	time	NOUN
cana-4442	140	18	monitoring	monitoring	NOUN
cana-4442	140	19	and	and	CCONJ
cana-4442	140	20	control	control	NOUN
cana-4442	140	21	of	of	ADP
cana-4442	140	22	renewable	renewable	ADJ
cana-4442	140	23	energy	energy	NOUN
cana-4442	140	24	assets	asset	NOUN
cana-4442	140	25	,	,	PUNCT
cana-4442	140	26	enabling	enable	VERB
cana-4442	140	27	proactive	proactive	ADJ
cana-4442	140	28	grid	grid	NOUN
cana-4442	140	29	management	management	NOUN
cana-4442	140	30	and	and	CCONJ
cana-4442	140	31	optimization	optimization	NOUN
cana-4442	140	32	[	[	X
cana-4442	140	33	54	54	NUM
cana-4442	140	34	]	]	PUNCT
cana-4442	140	35	.	.	PUNCT
cana-4442	141	1	by	by	ADP
cana-4442	141	2	implementing	implement	VERB
cana-4442	141	3	grid	grid	NOUN
cana-4442	141	4	-	-	PUNCT
cana-4442	141	5	friendly	friendly	ADJ
cana-4442	141	6	integration	integration	NOUN
cana-4442	141	7	strategies	strategy	NOUN
cana-4442	141	8	,	,	PUNCT
cana-4442	141	9	utilities	utility	NOUN
cana-4442	141	10	can	can	AUX
cana-4442	141	11	minimize	minimize	VERB
cana-4442	141	12	the	the	DET
cana-4442	141	13	impact	impact	NOUN
cana-4442	141	14	of	of	ADP
cana-4442	141	15	renewable	renewable	ADJ
cana-4442	141	16	variability	variability	NOUN
cana-4442	141	17	on	on	ADP
cana-4442	141	18	grid	grid	NOUN
cana-4442	141	19	stability	stability	NOUN
cana-4442	141	20	and	and	CCONJ
cana-4442	141	21	enhance	enhance	VERB
cana-4442	141	22	system	system	NOUN
cana-4442	141	23	resilience	resilience	NOUN
cana-4442	141	24	.	.	PUNCT
cana-4442	142	1	6.4	6.4	NUM
cana-4442	142	2	.	.	PUNCT
cana-4442	143	1	adaptive	adaptive	ADJ
cana-4442	143	2	grid	grid	NOUN
cana-4442	143	3	control	control	NOUN
cana-4442	143	4	and	and	CCONJ
cana-4442	143	5	stability	stability	NOUN
cana-4442	143	6	enhancement	enhancement	NOUN
cana-4442	143	7	:	:	PUNCT
cana-4442	143	8	voltage	voltage	NOUN
cana-4442	143	9	control	control	NOUN
cana-4442	143	10	and	and	CCONJ
cana-4442	143	11	grid	grid	NOUN
cana-4442	143	12	stability	stability	NOUN
cana-4442	143	13	are	be	AUX
cana-4442	143	14	challenged	challenge	VERB
cana-4442	143	15	by	by	ADP
cana-4442	143	16	the	the	DET
cana-4442	143	17	dynamic	dynamic	ADJ
cana-4442	143	18	nature	nature	NOUN
cana-4442	143	19	of	of	ADP
cana-4442	143	20	renewable	renewable	ADJ
cana-4442	143	21	generation	generation	NOUN
cana-4442	143	22	as	as	SCONJ
cana-4442	143	23	renewable	renewable	ADJ
cana-4442	143	24	penetration	penetration	NOUN
cana-4442	143	25	rises	rise	VERB
cana-4442	143	26	.	.	PUNCT
cana-4442	144	1	ai	ai	AUX
cana-4442	144	2	and	and	CCONJ
cana-4442	144	3	ml	ml	ADP
cana-4442	144	4	techniques	technique	NOUN
cana-4442	144	5	offer	offer	VERB
cana-4442	144	6	adaptive	adaptive	ADJ
cana-4442	144	7	grid	grid	NOUN
cana-4442	144	8	control	control	NOUN
cana-4442	144	9	solutions	solution	NOUN
cana-4442	144	10	,	,	PUNCT
cana-4442	144	11	enabling	enable	VERB
cana-4442	144	12	real	real	ADJ
cana-4442	144	13	-	-	PUNCT
cana-4442	144	14	time	time	NOUN
cana-4442	144	15	monitoring	monitoring	NOUN
cana-4442	144	16	,	,	PUNCT
cana-4442	144	17	prediction	prediction	NOUN
cana-4442	144	18	,	,	PUNCT
cana-4442	144	19	and	and	CCONJ
cana-4442	144	20	control	control	NOUN
cana-4442	144	21	of	of	ADP
cana-4442	144	22	grid	grid	NOUN
cana-4442	144	23	dynamics	dynamic	NOUN
cana-4442	144	24	.	.	PUNCT
cana-4442	145	1	reinforcement	reinforcement	NOUN
cana-4442	145	2	learning	learning	NOUN
cana-4442	145	3	algorithms	algorithm	NOUN
cana-4442	145	4	facilitate	facilitate	VERB
cana-4442	145	5	adaptive	adaptive	ADJ
cana-4442	145	6	voltage	voltage	NOUN
cana-4442	145	7	control	control	NOUN
cana-4442	145	8	actions	action	NOUN
cana-4442	145	9	,	,	PUNCT
cana-4442	145	10	optimizing	optimize	VERB
cana-4442	145	11	reactive	reactive	ADJ
cana-4442	145	12	power	power	NOUN
cana-4442	145	13	management	management	NOUN
cana-4442	145	14	and	and	CCONJ
cana-4442	145	15	voltage	voltage	NOUN
cana-4442	145	16	regulation	regulation	NOUN
cana-4442	145	17	to	to	PART
cana-4442	145	18	maintain	maintain	VERB
cana-4442	145	19	grid	grid	NOUN
cana-4442	145	20	stability	stability	NOUN
cana-4442	145	21	under	under	ADP
cana-4442	145	22	varying	vary	VERB
cana-4442	145	23	operating	operating	NOUN
cana-4442	145	24	conditions	condition	NOUN
cana-4442	145	25	[	[	X
cana-4442	145	26	55	55	NUM
cana-4442	145	27	]	]	PUNCT
cana-4442	145	28	.	.	PUNCT
cana-4442	146	1	furthermore	furthermore	ADV
cana-4442	146	2	,	,	PUNCT
cana-4442	146	3	distributed	distribute	VERB
cana-4442	146	4	control	control	NOUN
cana-4442	146	5	architectures	architecture	NOUN
cana-4442	146	6	and	and	CCONJ
cana-4442	146	7	decentralized	decentralized	ADJ
cana-4442	146	8	control	control	NOUN
cana-4442	146	9	strategies	strategy	NOUN
cana-4442	146	10	enhance	enhance	VERB
cana-4442	146	11	system	system	NOUN
cana-4442	146	12	resilience	resilience	NOUN
cana-4442	146	13	and	and	CCONJ
cana-4442	146	14	responsiveness	responsiveness	NOUN
cana-4442	146	15	,	,	PUNCT
cana-4442	146	16	enabling	enable	VERB
cana-4442	146	17	autonomous	autonomous	ADJ
cana-4442	146	18	coordination	coordination	NOUN
cana-4442	146	19	among	among	ADP
cana-4442	146	20	grid	grid	NOUN
cana-4442	146	21	assets	asset	NOUN
cana-4442	146	22	and	and	CCONJ
cana-4442	146	23	enhancing	enhance	VERB
cana-4442	146	24	overall	overall	ADJ
cana-4442	146	25	grid	grid	NOUN
cana-4442	146	26	stability	stability	NOUN
cana-4442	146	27	.	.	PUNCT
cana-4442	147	1	6.5	6.5	NUM
cana-4442	147	2	.	.	PUNCT
cana-4442	147	3	cyber	cyber	NOUN
cana-4442	147	4	-	-	PUNCT
cana-4442	147	5	physical	physical	ADJ
cana-4442	147	6	security	security	NOUN
cana-4442	147	7	and	and	CCONJ
cana-4442	147	8	resilience	resilience	NOUN
cana-4442	147	9	:	:	PUNCT
cana-4442	147	10	to	to	PART
cana-4442	147	11	protect	protect	VERB
cana-4442	147	12	against	against	ADP
cana-4442	147	13	potential	potential	ADJ
cana-4442	147	14	cyber	cyber	NOUN
cana-4442	147	15	threats	threat	NOUN
cana-4442	147	16	and	and	CCONJ
cana-4442	147	17	physical	physical	ADJ
cana-4442	147	18	attacks	attack	NOUN
cana-4442	147	19	,	,	PUNCT
cana-4442	147	20	renewable	renewable	ADJ
cana-4442	147	21	energy	energy	NOUN
cana-4442	147	22	-	-	PUNCT
cana-4442	147	23	rich	rich	ADJ
cana-4442	147	24	grids	grid	NOUN
cana-4442	147	25	must	must	AUX
cana-4442	147	26	ensure	ensure	VERB
cana-4442	147	27	their	their	PRON
cana-4442	147	28	cyber	cyber	NOUN
cana-4442	147	29	-	-	PUNCT
cana-4442	147	30	physical	physical	ADJ
cana-4442	147	31	security	security	NOUN
cana-4442	147	32	and	and	CCONJ
cana-4442	147	33	resilience	resilience	NOUN
cana-4442	147	34	[	[	X
cana-4442	147	35	56	56	NUM
cana-4442	147	36	]	]	PUNCT
cana-4442	147	37	.	.	PUNCT
cana-4442	148	1	ai	ai	VERB
cana-4442	148	2	and	and	CCONJ
cana-4442	148	3	ml	ml	NOUN
cana-4442	148	4	-	-	PUNCT
cana-4442	148	5	based	base	VERB
cana-4442	148	6	anomaly	anomaly	NOUN
cana-4442	148	7	detection	detection	NOUN
cana-4442	148	8	techniques	technique	NOUN
cana-4442	148	9	enable	enable	VERB
cana-4442	148	10	utilities	utility	NOUN
cana-4442	148	11	to	to	PART
cana-4442	148	12	detect	detect	VERB
cana-4442	148	13	and	and	CCONJ
cana-4442	148	14	mitigate	mitigate	VERB
cana-4442	148	15	cyber	cyber	NOUN
cana-4442	148	16	security	security	NOUN
cana-4442	148	17	threats	threat	NOUN
cana-4442	148	18	in	in	ADP
cana-4442	148	19	real	real	ADJ
cana-4442	148	20	-	-	PUNCT
cana-4442	148	21	time	time	NOUN
cana-4442	148	22	,	,	PUNCT
cana-4442	148	23	enhancing	enhance	VERB
cana-4442	148	24	grid	grid	NOUN
cana-4442	148	25	resilience	resilience	NOUN
cana-4442	148	26	and	and	CCONJ
cana-4442	148	27	reliability	reliability	NOUN
cana-4442	148	28	.	.	PUNCT
cana-4442	149	1	furthermore	furthermore	ADV
cana-4442	149	2	,	,	PUNCT
cana-4442	149	3	advanced	advanced	ADJ
cana-4442	149	4	analytics	analytic	NOUN
cana-4442	149	5	algorithms	algorithm	NOUN
cana-4442	149	6	facilitate	facilitate	VERB
cana-4442	149	7	proactive	proactive	ADJ
cana-4442	149	8	risk	risk	NOUN
cana-4442	149	9	assessment	assessment	NOUN
cana-4442	149	10	and	and	CCONJ
cana-4442	149	11	threat	threat	NOUN
cana-4442	149	12	prediction	prediction	NOUN
cana-4442	149	13	,	,	PUNCT
cana-4442	149	14	enabling	enable	VERB
cana-4442	149	15	utilities	utility	NOUN
cana-4442	149	16	to	to	PART
cana-4442	149	17	pre	pre	VERB
cana-4442	149	18	-	-	ADJ
cana-4442	149	19	emptively	emptively	ADV
cana-4442	149	20	address	address	NOUN
cana-4442	149	21	vulnerabilities	vulnerability	NOUN
cana-4442	149	22	and	and	CCONJ
cana-4442	149	23	strengthen	strengthen	VERB
cana-4442	149	24	grid	grid	NOUN
cana-4442	149	25	security	security	NOUN
cana-4442	149	26	measures	measure	NOUN
cana-4442	149	27	.	.	PUNCT
cana-4442	150	1	by	by	ADP
cana-4442	150	2	integrating	integrate	VERB
cana-4442	150	3	cyber	cyber	NOUN
cana-4442	150	4	security	security	NOUN
cana-4442	150	5	and	and	CCONJ
cana-4442	150	6	resilience	resilience	NOUN
cana-4442	150	7	considerations	consideration	NOUN
cana-4442	150	8	into	into	ADP
cana-4442	150	9	renewable	renewable	ADJ
cana-4442	150	10	energy	energy	NOUN
cana-4442	150	11	integration	integration	NOUN
cana-4442	150	12	strategies	strategy	NOUN
cana-4442	150	13	,	,	PUNCT
cana-4442	150	14	utilities	utility	NOUN
cana-4442	150	15	can	can	AUX
cana-4442	150	16	mitigate	mitigate	VERB
cana-4442	150	17	risks	risk	NOUN
cana-4442	150	18	and	and	CCONJ
cana-4442	150	19	ensure	ensure	VERB
cana-4442	150	20	the	the	DET
cana-4442	150	21	robustness	robustness	NOUN
cana-4442	150	22	of	of	ADP
cana-4442	150	23	the	the	DET
cana-4442	150	24	grid	grid	NOUN
cana-4442	150	25	infrastructure	infrastructure	NOUN
cana-4442	150	26	.	.	PUNCT
cana-4442	151	1	communications	communication	NOUN
cana-4442	151	2	on	on	ADP
cana-4442	151	3	applied	apply	VERB
cana-4442	151	4	nonlinear	nonlinear	ADJ
cana-4442	151	5	analysis	analysis	NOUN
cana-4442	151	6	issn	issn	NOUN
cana-4442	151	7	:	:	PUNCT
cana-4442	151	8	1074	1074	NUM
cana-4442	151	9	-	-	PUNCT
cana-4442	151	10	133x	133x	NUM
cana-4442	151	11	vol	vol	NOUN
cana-4442	151	12	32	32	NUM
cana-4442	151	13	no	no	NOUN
cana-4442	151	14	.	.	PUNCT
cana-4442	152	1	9s	9s	NUM
cana-4442	152	2	(	(	PUNCT
cana-4442	152	3	2025	2025	NUM
cana-4442	152	4	)	)	PUNCT
cana-4442	152	5	2016	2016	NUM
cana-4442	152	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	152	7	7	7	X
cana-4442	152	8	.	.	PUNCT
cana-4442	152	9	challenges	challenge	NOUN
cana-4442	152	10	,	,	PUNCT
cana-4442	152	11	opportunities	opportunity	NOUN
cana-4442	152	12	,	,	PUNCT
cana-4442	152	13	and	and	CCONJ
cana-4442	152	14	future	future	ADJ
cana-4442	152	15	directions	direction	NOUN
cana-4442	152	16	in	in	ADP
cana-4442	152	17	ai	ai	PROPN
cana-4442	152	18	and	and	CCONJ
cana-4442	152	19	ml	ml	X
cana-4442	152	20	for	for	ADP
cana-4442	152	21	power	power	NOUN
cana-4442	152	22	system	system	NOUN
cana-4442	152	23	operation	operation	NOUN
cana-4442	152	24	and	and	CCONJ
cana-4442	152	25	control	control	NOUN
cana-4442	152	26	:	:	PUNCT
cana-4442	152	27	both	both	DET
cana-4442	152	28	opportunities	opportunity	NOUN
cana-4442	152	29	and	and	CCONJ
cana-4442	152	30	obstacles	obstacle	NOUN
cana-4442	152	31	arise	arise	VERB
cana-4442	152	32	when	when	SCONJ
cana-4442	152	33	artificial	artificial	ADJ
cana-4442	152	34	intelligence	intelligence	NOUN
cana-4442	152	35	(	(	PUNCT
cana-4442	152	36	ai	ai	NOUN
cana-4442	152	37	)	)	PUNCT
cana-4442	152	38	and	and	CCONJ
cana-4442	152	39	machine	machine	NOUN
cana-4442	152	40	learning	learning	NOUN
cana-4442	152	41	(	(	PUNCT
cana-4442	152	42	ml	ml	NOUN
cana-4442	152	43	)	)	PUNCT
cana-4442	152	44	techniques	technique	NOUN
cana-4442	152	45	are	be	AUX
cana-4442	152	46	integrated	integrate	VERB
cana-4442	152	47	into	into	ADP
cana-4442	152	48	power	power	NOUN
cana-4442	152	49	system	system	NOUN
cana-4442	152	50	management	management	NOUN
cana-4442	152	51	and	and	CCONJ
cana-4442	152	52	control	control	NOUN
cana-4442	152	53	.	.	PUNCT
cana-4442	153	1	encouraging	encourage	VERB
cana-4442	153	2	improvements	improvement	NOUN
cana-4442	153	3	in	in	ADP
cana-4442	153	4	grid	grid	NOUN
cana-4442	153	5	sustainability	sustainability	NOUN
cana-4442	153	6	,	,	PUNCT
cana-4442	153	7	dependability	dependability	NOUN
cana-4442	153	8	,	,	PUNCT
cana-4442	153	9	and	and	CCONJ
cana-4442	153	10	efficiency	efficiency	NOUN
cana-4442	153	11	can	can	AUX
cana-4442	153	12	be	be	AUX
cana-4442	153	13	made	make	VERB
cana-4442	153	14	possible	possible	ADJ
cana-4442	153	15	by	by	ADP
cana-4442	153	16	recognizing	recognize	VERB
cana-4442	153	17	and	and	CCONJ
cana-4442	153	18	tackling	tackle	VERB
cana-4442	153	19	these	these	DET
cana-4442	153	20	obstacles	obstacle	NOUN
cana-4442	153	21	[	[	X
cana-4442	153	22	57	57	NUM
cana-4442	153	23	]	]	PUNCT
cana-4442	153	24	.	.	PUNCT
cana-4442	154	1	the	the	DET
cana-4442	154	2	main	main	ADJ
cana-4442	154	3	obstacles	obstacle	NOUN
cana-4442	154	4	,	,	PUNCT
cana-4442	154	5	prospects	prospect	NOUN
cana-4442	154	6	,	,	PUNCT
cana-4442	154	7	and	and	CCONJ
cana-4442	154	8	future	future	ADJ
cana-4442	154	9	directions	direction	NOUN
cana-4442	154	10	in	in	ADP
cana-4442	154	11	the	the	DET
cana-4442	154	12	application	application	NOUN
cana-4442	154	13	of	of	ADP
cana-4442	154	14	ai	ai	NOUN
cana-4442	154	15	and	and	CCONJ
cana-4442	154	16	ml	ml	X
cana-4442	154	17	to	to	ADP
cana-4442	154	18	power	power	NOUN
cana-4442	154	19	system	system	NOUN
cana-4442	154	20	control	control	NOUN
cana-4442	154	21	and	and	CCONJ
cana-4442	154	22	operation	operation	NOUN
cana-4442	154	23	are	be	AUX
cana-4442	154	24	examined	examine	VERB
cana-4442	154	25	in	in	ADP
cana-4442	154	26	this	this	DET
cana-4442	154	27	part	part	NOUN
cana-4442	154	28	.	.	PUNCT
cana-4442	155	1	7.1	7.1	NUM
cana-4442	155	2	.	.	PUNCT
cana-4442	156	1	challenges	challenge	NOUN
cana-4442	156	2	:	:	PUNCT
cana-4442	156	3	7.1.1	7.1.1	NUM
cana-4442	156	4	data	datum	NOUN
cana-4442	156	5	quality	quality	NOUN
cana-4442	156	6	and	and	CCONJ
cana-4442	156	7	accessibility	accessibility	NOUN
cana-4442	156	8	:	:	PUNCT
cana-4442	156	9	the	the	DET
cana-4442	156	10	effectiveness	effectiveness	NOUN
cana-4442	156	11	of	of	ADP
cana-4442	156	12	ai	ai	NOUN
cana-4442	156	13	and	and	CCONJ
cana-4442	156	14	ml	ml	PROPN
cana-4442	156	15	models	model	NOUN
cana-4442	156	16	heavily	heavily	ADV
cana-4442	156	17	relies	rely	VERB
cana-4442	156	18	on	on	ADP
cana-4442	156	19	the	the	DET
cana-4442	156	20	quality	quality	NOUN
cana-4442	156	21	and	and	CCONJ
cana-4442	156	22	accessibility	accessibility	NOUN
cana-4442	156	23	of	of	ADP
cana-4442	156	24	data	datum	NOUN
cana-4442	156	25	.	.	PUNCT
cana-4442	157	1	challenges	challenge	NOUN
cana-4442	157	2	such	such	ADJ
cana-4442	157	3	as	as	ADP
cana-4442	157	4	data	datum	NOUN
cana-4442	157	5	heterogeneity	heterogeneity	NOUN
cana-4442	157	6	,	,	PUNCT
cana-4442	157	7	incompleteness	incompleteness	NOUN
cana-4442	157	8	,	,	PUNCT
cana-4442	157	9	and	and	CCONJ
cana-4442	157	10	noise	noise	NOUN
cana-4442	157	11	can	can	AUX
cana-4442	157	12	hinder	hinder	VERB
cana-4442	157	13	the	the	DET
cana-4442	157	14	performance	performance	NOUN
cana-4442	157	15	of	of	ADP
cana-4442	157	16	models	model	NOUN
cana-4442	157	17	and	and	CCONJ
cana-4442	157	18	lead	lead	VERB
cana-4442	157	19	to	to	ADP
cana-4442	157	20	inaccurate	inaccurate	ADJ
cana-4442	157	21	predictions	prediction	NOUN
cana-4442	157	22	.	.	PUNCT
cana-4442	158	1	7.1.2	7.1.2	X
cana-4442	158	2	.	.	PUNCT
cana-4442	158	3	model	model	NOUN
cana-4442	158	4	interpretability	interpretability	NOUN
cana-4442	158	5	:	:	PUNCT
cana-4442	158	6	complex	complex	ADJ
cana-4442	158	7	ai	ai	NOUN
cana-4442	158	8	and	and	CCONJ
cana-4442	158	9	ml	ml	ADP
cana-4442	158	10	models	model	NOUN
cana-4442	158	11	often	often	ADV
cana-4442	158	12	lack	lack	VERB
cana-4442	158	13	interpretability	interpretability	NOUN
cana-4442	158	14	,	,	PUNCT
cana-4442	158	15	making	make	VERB
cana-4442	158	16	it	it	PRON
cana-4442	158	17	challenging	challenge	VERB
cana-4442	158	18	for	for	SCONJ
cana-4442	158	19	operators	operator	NOUN
cana-4442	158	20	to	to	PART
cana-4442	158	21	understand	understand	VERB
cana-4442	158	22	the	the	DET
cana-4442	158	23	underlying	underlie	VERB
cana-4442	158	24	mechanisms	mechanism	NOUN
cana-4442	158	25	driving	drive	VERB
cana-4442	158	26	the	the	DET
cana-4442	158	27	decisions	decision	NOUN
cana-4442	158	28	.	.	PUNCT
cana-4442	159	1	ensuring	ensure	VERB
cana-4442	159	2	transparency	transparency	NOUN
cana-4442	159	3	and	and	CCONJ
cana-4442	159	4	interpretability	interpretability	NOUN
cana-4442	159	5	of	of	ADP
cana-4442	159	6	models	model	NOUN
cana-4442	159	7	is	be	AUX
cana-4442	159	8	crucial	crucial	ADJ
cana-4442	159	9	for	for	ADP
cana-4442	159	10	gaining	gain	VERB
cana-4442	159	11	trust	trust	NOUN
cana-4442	159	12	and	and	CCONJ
cana-4442	159	13	acceptance	acceptance	NOUN
cana-4442	159	14	from	from	ADP
cana-4442	159	15	stakeholders	stakeholder	NOUN
cana-4442	159	16	.	.	PUNCT
cana-4442	160	1	7.1.3	7.1.3	X
cana-4442	160	2	.	.	PUNCT
cana-4442	160	3	computational	computational	ADJ
cana-4442	160	4	complexity	complexity	NOUN
cana-4442	160	5	:	:	PUNCT
cana-4442	160	6	many	many	ADJ
cana-4442	160	7	ai	ai	VERB
cana-4442	160	8	and	and	CCONJ
cana-4442	160	9	ml	ml	ADP
cana-4442	160	10	algorithms	algorithm	NOUN
cana-4442	160	11	require	require	VERB
cana-4442	160	12	significant	significant	ADJ
cana-4442	160	13	computational	computational	ADJ
cana-4442	160	14	resources	resource	NOUN
cana-4442	160	15	and	and	CCONJ
cana-4442	160	16	time	time	NOUN
cana-4442	160	17	for	for	ADP
cana-4442	160	18	training	training	NOUN
cana-4442	160	19	and	and	CCONJ
cana-4442	160	20	inference	inference	NOUN
cana-4442	160	21	.	.	PUNCT
cana-4442	161	1	addressing	address	VERB
cana-4442	161	2	computational	computational	ADJ
cana-4442	161	3	complexity	complexity	NOUN
cana-4442	161	4	is	be	AUX
cana-4442	161	5	essential	essential	ADJ
cana-4442	161	6	for	for	ADP
cana-4442	161	7	real	real	ADJ
cana-4442	161	8	-	-	PUNCT
cana-4442	161	9	time	time	NOUN
cana-4442	161	10	applications	application	NOUN
cana-4442	161	11	in	in	ADP
cana-4442	161	12	power	power	NOUN
cana-4442	161	13	system	system	NOUN
cana-4442	161	14	operation	operation	NOUN
cana-4442	161	15	,	,	PUNCT
cana-4442	161	16	where	where	SCONJ
cana-4442	161	17	timely	timely	ADJ
cana-4442	161	18	decision	decision	NOUN
cana-4442	161	19	-	-	PUNCT
cana-4442	161	20	making	making	NOUN
cana-4442	161	21	is	be	AUX
cana-4442	161	22	critical	critical	ADJ
cana-4442	161	23	.	.	PUNCT
cana-4442	162	1	7.1.4	7.1.4	X
cana-4442	162	2	.	.	PUNCT
cana-4442	162	3	regulatory	regulatory	ADJ
cana-4442	162	4	and	and	CCONJ
cana-4442	162	5	ethical	ethical	ADJ
cana-4442	162	6	considerations	consideration	NOUN
cana-4442	162	7	:	:	PUNCT
cana-4442	162	8	the	the	DET
cana-4442	162	9	integration	integration	NOUN
cana-4442	162	10	of	of	ADP
cana-4442	162	11	ai	ai	NOUN
cana-4442	162	12	and	and	CCONJ
cana-4442	162	13	ml	ml	ADP
cana-4442	162	14	technologies	technology	NOUN
cana-4442	162	15	into	into	ADP
cana-4442	162	16	electricity	electricity	NOUN
cana-4442	162	17	systems	system	NOUN
cana-4442	162	18	gives	give	VERB
cana-4442	162	19	rise	rise	NOUN
cana-4442	162	20	to	to	ADP
cana-4442	162	21	ethical	ethical	ADJ
cana-4442	162	22	and	and	CCONJ
cana-4442	162	23	regulatory	regulatory	ADJ
cana-4442	162	24	concerns	concern	NOUN
cana-4442	162	25	about	about	ADP
cana-4442	162	26	security	security	NOUN
cana-4442	162	27	,	,	PUNCT
cana-4442	162	28	fairness	fairness	NOUN
cana-4442	162	29	,	,	PUNCT
cana-4442	162	30	and	and	CCONJ
cana-4442	162	31	privacy	privacy	NOUN
cana-4442	162	32	of	of	ADP
cana-4442	162	33	data	data	PROPN
cana-4442	162	34	.	.	PUNCT
cana-4442	163	1	ensuring	ensure	VERB
cana-4442	163	2	adherence	adherence	NOUN
cana-4442	163	3	to	to	ADP
cana-4442	163	4	ethical	ethical	ADJ
cana-4442	163	5	and	and	CCONJ
cana-4442	163	6	regulatory	regulatory	ADJ
cana-4442	163	7	standards	standard	NOUN
cana-4442	163	8	is	be	AUX
cana-4442	163	9	crucial	crucial	ADJ
cana-4442	163	10	for	for	ADP
cana-4442	163	11	the	the	DET
cana-4442	163	12	conscientious	conscientious	ADJ
cana-4442	163	13	application	application	NOUN
cana-4442	163	14	of	of	ADP
cana-4442	163	15	ai	ai	NOUN
cana-4442	163	16	and	and	CCONJ
cana-4442	163	17	ml	ml	NOUN
cana-4442	163	18	technologies	technology	NOUN
cana-4442	163	19	.	.	PUNCT
cana-4442	164	1	7.2	7.2	NUM
cana-4442	164	2	.	.	PUNCT
cana-4442	164	3	opportunities	opportunity	NOUN
cana-4442	164	4	:	:	PUNCT
cana-4442	164	5	7.2.1	7.2.1	NUM
cana-4442	164	6	.	.	PUNCT
cana-4442	164	7	improved	improve	VERB
cana-4442	164	8	grid	grid	NOUN
cana-4442	164	9	resilience	resilience	NOUN
cana-4442	164	10	:	:	PUNCT
cana-4442	164	11	ai	ai	AUX
cana-4442	164	12	and	and	CCONJ
cana-4442	164	13	ml	ml	ADP
cana-4442	164	14	techniques	technique	NOUN
cana-4442	164	15	offer	offer	VERB
cana-4442	164	16	advanced	advanced	ADJ
cana-4442	164	17	monitoring	monitoring	NOUN
cana-4442	164	18	,	,	PUNCT
cana-4442	164	19	prediction	prediction	NOUN
cana-4442	164	20	,	,	PUNCT
cana-4442	164	21	and	and	CCONJ
cana-4442	164	22	control	control	NOUN
cana-4442	164	23	capabilities	capability	NOUN
cana-4442	164	24	,	,	PUNCT
cana-4442	164	25	enabling	enable	VERB
cana-4442	164	26	utilities	utility	NOUN
cana-4442	164	27	to	to	PART
cana-4442	164	28	enhance	enhance	VERB
cana-4442	164	29	grid	grid	NOUN
cana-4442	164	30	resilience	resilience	NOUN
cana-4442	164	31	and	and	CCONJ
cana-4442	164	32	mitigate	mitigate	VERB
cana-4442	164	33	the	the	DET
cana-4442	164	34	impacts	impact	NOUN
cana-4442	164	35	of	of	ADP
cana-4442	164	36	disturbances	disturbance	NOUN
cana-4442	164	37	,	,	PUNCT
cana-4442	164	38	such	such	ADJ
cana-4442	164	39	as	as	ADP
cana-4442	164	40	extreme	extreme	ADJ
cana-4442	164	41	weather	weather	NOUN
cana-4442	164	42	events	event	NOUN
cana-4442	164	43	and	and	CCONJ
cana-4442	164	44	cyber	cyber	NOUN
cana-4442	164	45	-	-	PUNCT
cana-4442	164	46	attacks	attack	NOUN
cana-4442	164	47	.	.	PUNCT
cana-4442	165	1	7.2.2	7.2.2	NUM
cana-4442	165	2	.	.	NOUN
cana-4442	165	3	optimized	optimize	VERB
cana-4442	165	4	resource	resource	NOUN
cana-4442	165	5	allocation	allocation	NOUN
cana-4442	165	6	:	:	PUNCT
cana-4442	165	7	ai	ai	VERB
cana-4442	165	8	and	and	CCONJ
cana-4442	165	9	ml	ml	ADP
cana-4442	165	10	algorithms	algorithm	NOUN
cana-4442	165	11	can	can	AUX
cana-4442	165	12	optimize	optimize	VERB
cana-4442	165	13	resource	resource	NOUN
cana-4442	165	14	allocation	allocation	NOUN
cana-4442	165	15	by	by	ADP
cana-4442	165	16	intelligently	intelligently	ADV
cana-4442	165	17	scheduling	scheduling	NOUN
cana-4442	165	18	generation	generation	NOUN
cana-4442	165	19	,	,	PUNCT
cana-4442	165	20	transmission	transmission	NOUN
cana-4442	165	21	,	,	PUNCT
cana-4442	165	22	and	and	CCONJ
cana-4442	165	23	distribution	distribution	NOUN
cana-4442	165	24	assets	asset	NOUN
cana-4442	165	25	,	,	PUNCT
cana-4442	165	26	leading	lead	VERB
cana-4442	165	27	to	to	ADP
cana-4442	165	28	cost	cost	NOUN
cana-4442	165	29	savings	saving	NOUN
cana-4442	165	30	,	,	PUNCT
cana-4442	165	31	improved	improved	ADJ
cana-4442	165	32	efficiency	efficiency	NOUN
cana-4442	165	33	,	,	PUNCT
cana-4442	165	34	and	and	CCONJ
cana-4442	165	35	reduced	reduce	VERB
cana-4442	165	36	environmental	environmental	ADJ
cana-4442	165	37	impact	impact	NOUN
cana-4442	165	38	.	.	PUNCT
cana-4442	166	1	communications	communication	NOUN
cana-4442	166	2	on	on	ADP
cana-4442	166	3	applied	apply	VERB
cana-4442	166	4	nonlinear	nonlinear	ADJ
cana-4442	166	5	analysis	analysis	NOUN
cana-4442	166	6	issn	issn	NOUN
cana-4442	166	7	:	:	PUNCT
cana-4442	166	8	1074	1074	NUM
cana-4442	166	9	-	-	PUNCT
cana-4442	166	10	133x	133x	NUM
cana-4442	166	11	vol	vol	NOUN
cana-4442	166	12	32	32	NUM
cana-4442	166	13	no	no	NOUN
cana-4442	166	14	.	.	PUNCT
cana-4442	167	1	9s	9s	NUM
cana-4442	167	2	(	(	PUNCT
cana-4442	167	3	2025	2025	NUM
cana-4442	167	4	)	)	PUNCT
cana-4442	167	5	2017	2017	NUM
cana-4442	167	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	167	7	7.2.3	7.2.3	NUM
cana-4442	167	8	.	.	PUNCT
cana-4442	168	1	enhanced	enhance	VERB
cana-4442	168	2	situational	situational	ADJ
cana-4442	168	3	awareness	awareness	NOUN
cana-4442	168	4	:	:	PUNCT
cana-4442	168	5	ai	ai	VERB
cana-4442	168	6	and	and	CCONJ
cana-4442	168	7	ml	ml	NOUN
cana-4442	168	8	-	-	PUNCT
cana-4442	168	9	based	base	VERB
cana-4442	168	10	monitoring	monitoring	NOUN
cana-4442	168	11	and	and	CCONJ
cana-4442	168	12	diagnostic	diagnostic	ADJ
cana-4442	168	13	tools	tool	NOUN
cana-4442	168	14	provide	provide	VERB
cana-4442	168	15	utilities	utility	NOUN
cana-4442	168	16	with	with	ADP
cana-4442	168	17	enhanced	enhanced	ADJ
cana-4442	168	18	situational	situational	ADJ
cana-4442	168	19	awareness	awareness	NOUN
cana-4442	168	20	,	,	PUNCT
cana-4442	168	21	enabling	enable	VERB
cana-4442	168	22	proactive	proactive	ADJ
cana-4442	168	23	identification	identification	NOUN
cana-4442	168	24	and	and	CCONJ
cana-4442	168	25	mitigation	mitigation	NOUN
cana-4442	168	26	of	of	ADP
cana-4442	168	27	grid	grid	NOUN
cana-4442	168	28	anomalies	anomaly	NOUN
cana-4442	168	29	,	,	PUNCT
cana-4442	168	30	faults	fault	NOUN
cana-4442	168	31	,	,	PUNCT
cana-4442	168	32	and	and	CCONJ
cana-4442	168	33	vulnerabilities	vulnerability	NOUN
cana-4442	168	34	.	.	PUNCT
cana-4442	169	1	7.2.4	7.2.4	X
cana-4442	169	2	.	.	PUNCT
cana-4442	169	3	integration	integration	NOUN
cana-4442	169	4	of	of	ADP
cana-4442	169	5	renewable	renewable	ADJ
cana-4442	169	6	energy	energy	NOUN
cana-4442	169	7	:	:	PUNCT
cana-4442	169	8	by	by	ADP
cana-4442	169	9	streamlining	streamline	VERB
cana-4442	169	10	energy	energy	NOUN
cana-4442	169	11	generation	generation	NOUN
cana-4442	169	12	,	,	PUNCT
cana-4442	169	13	storage	storage	NOUN
cana-4442	169	14	,	,	PUNCT
cana-4442	169	15	and	and	CCONJ
cana-4442	169	16	distribution	distribution	NOUN
cana-4442	169	17	,	,	PUNCT
cana-4442	169	18	artificial	artificial	ADJ
cana-4442	169	19	intelligence	intelligence	NOUN
cana-4442	169	20	(	(	PUNCT
cana-4442	169	21	ai	ai	NOUN
cana-4442	169	22	)	)	PUNCT
cana-4442	169	23	and	and	CCONJ
cana-4442	169	24	machine	machine	NOUN
cana-4442	169	25	learning	learning	NOUN
cana-4442	169	26	(	(	PUNCT
cana-4442	169	27	ml	ml	NOUN
cana-4442	169	28	)	)	PUNCT
cana-4442	169	29	approaches	approach	NOUN
cana-4442	169	30	help	help	VERB
cana-4442	169	31	the	the	DET
cana-4442	169	32	grid	grid	NOUN
cana-4442	169	33	's	's	PART
cana-4442	169	34	integration	integration	NOUN
cana-4442	169	35	of	of	ADP
cana-4442	169	36	renewable	renewable	ADJ
cana-4442	169	37	energy	energy	NOUN
cana-4442	169	38	sources	source	NOUN
cana-4442	169	39	and	and	CCONJ
cana-4442	169	40	the	the	DET
cana-4442	169	41	shift	shift	NOUN
cana-4442	169	42	to	to	ADP
cana-4442	169	43	a	a	DET
cana-4442	169	44	more	more	ADV
cana-4442	169	45	sustainable	sustainable	ADJ
cana-4442	169	46	and	and	CCONJ
cana-4442	169	47	clean	clean	ADJ
cana-4442	169	48	energy	energy	NOUN
cana-4442	169	49	mix	mix	NOUN
cana-4442	169	50	.	.	PUNCT
cana-4442	170	1	7.3	7.3	NUM
cana-4442	170	2	.	.	PUNCT
cana-4442	171	1	future	future	ADJ
cana-4442	171	2	directions	direction	NOUN
cana-4442	171	3	:	:	PUNCT
cana-4442	171	4	7.3.1	7.3.1	X
cana-4442	171	5	.	.	PUNCT
cana-4442	171	6	hybrid	hybrid	ADJ
cana-4442	171	7	ai	ai	PROPN
cana-4442	171	8	and	and	CCONJ
cana-4442	171	9	physics	physics	NOUN
cana-4442	171	10	-	-	PUNCT
cana-4442	171	11	based	base	VERB
cana-4442	171	12	models	model	NOUN
cana-4442	171	13	:	:	PUNCT
cana-4442	171	14	integrating	integrate	VERB
cana-4442	171	15	ai	ai	VERB
cana-4442	171	16	and	and	CCONJ
cana-4442	171	17	ml	ml	ADP
cana-4442	171	18	techniques	technique	NOUN
cana-4442	171	19	with	with	ADP
cana-4442	171	20	physics	physics	NOUN
cana-4442	171	21	-	-	PUNCT
cana-4442	171	22	based	base	VERB
cana-4442	171	23	models	model	NOUN
cana-4442	171	24	can	can	AUX
cana-4442	171	25	combine	combine	VERB
cana-4442	171	26	the	the	DET
cana-4442	171	27	strengths	strength	NOUN
cana-4442	171	28	of	of	ADP
cana-4442	171	29	both	both	DET
cana-4442	171	30	approaches	approach	NOUN
cana-4442	171	31	,	,	PUNCT
cana-4442	171	32	leveraging	leverage	VERB
cana-4442	171	33	domain	domain	NOUN
cana-4442	171	34	knowledge	knowledge	NOUN
cana-4442	171	35	while	while	SCONJ
cana-4442	171	36	capturing	capture	VERB
cana-4442	171	37	complex	complex	ADJ
cana-4442	171	38	nonlinear	nonlinear	ADJ
cana-4442	171	39	relationships	relationship	NOUN
cana-4442	171	40	in	in	ADP
cana-4442	171	41	power	power	NOUN
cana-4442	171	42	systems	system	NOUN
cana-4442	171	43	.	.	PUNCT
cana-4442	172	1	7.3.2	7.3.2	X
cana-4442	172	2	.	.	PUNCT
cana-4442	172	3	explainable	explainable	ADJ
cana-4442	172	4	ai	ai	NOUN
cana-4442	172	5	and	and	CCONJ
cana-4442	172	6	model	model	ADJ
cana-4442	172	7	transparency	transparency	NOUN
cana-4442	172	8	:	:	PUNCT
cana-4442	172	9	developing	develop	VERB
cana-4442	172	10	explainable	explainable	ADJ
cana-4442	172	11	ai	ai	NOUN
cana-4442	172	12	techniques	technique	NOUN
cana-4442	172	13	and	and	CCONJ
cana-4442	172	14	transparent	transparent	ADJ
cana-4442	172	15	ml	ml	NOUN
cana-4442	172	16	models	model	NOUN
cana-4442	172	17	can	can	AUX
cana-4442	172	18	enhance	enhance	VERB
cana-4442	172	19	trust	trust	NOUN
cana-4442	172	20	and	and	CCONJ
cana-4442	172	21	acceptance	acceptance	NOUN
cana-4442	172	22	among	among	ADP
cana-4442	172	23	stakeholders	stakeholder	NOUN
cana-4442	172	24	by	by	ADP
cana-4442	172	25	providing	provide	VERB
cana-4442	172	26	insights	insight	NOUN
cana-4442	172	27	into	into	ADP
cana-4442	172	28	model	model	NOUN
cana-4442	172	29	decisions	decision	NOUN
cana-4442	172	30	and	and	CCONJ
cana-4442	172	31	predictions	prediction	NOUN
cana-4442	172	32	.	.	PUNCT
cana-4442	173	1	7.3.3	7.3.3	X
cana-4442	173	2	.	.	X
cana-4442	173	3	edge	edge	NOUN
cana-4442	173	4	computing	computing	NOUN
cana-4442	173	5	and	and	CCONJ
cana-4442	173	6	decentralized	decentralized	ADJ
cana-4442	173	7	control	control	NOUN
cana-4442	173	8	:	:	PUNCT
cana-4442	173	9	leveraging	leverage	VERB
cana-4442	173	10	edge	edge	NOUN
cana-4442	173	11	computing	computing	NOUN
cana-4442	173	12	and	and	CCONJ
cana-4442	173	13	decentralized	decentralized	ADJ
cana-4442	173	14	control	control	NOUN
cana-4442	173	15	algorithms	algorithm	NOUN
cana-4442	173	16	can	can	AUX
cana-4442	173	17	enable	enable	VERB
cana-4442	173	18	real	real	ADJ
cana-4442	173	19	-	-	PUNCT
cana-4442	173	20	time	time	NOUN
cana-4442	173	21	decisionmaking	decisionmake	VERB
cana-4442	173	22	at	at	ADP
cana-4442	173	23	the	the	DET
cana-4442	173	24	edge	edge	NOUN
cana-4442	173	25	of	of	ADP
cana-4442	173	26	the	the	DET
cana-4442	173	27	grid	grid	NOUN
cana-4442	173	28	,	,	PUNCT
cana-4442	173	29	reducing	reduce	VERB
cana-4442	173	30	reliance	reliance	NOUN
cana-4442	173	31	on	on	ADP
cana-4442	173	32	centralized	centralized	ADJ
cana-4442	173	33	control	control	NOUN
cana-4442	173	34	systems	system	NOUN
cana-4442	173	35	and	and	CCONJ
cana-4442	173	36	enhancing	enhance	VERB
cana-4442	173	37	grid	grid	NOUN
cana-4442	173	38	resilience	resilience	NOUN
cana-4442	173	39	.	.	PUNCT
cana-4442	174	1	7.3.4	7.3.4	X
cana-4442	174	2	.	.	PUNCT
cana-4442	175	1	advanced	advanced	ADJ
cana-4442	175	2	data	datum	NOUN
cana-4442	175	3	analytics	analytic	NOUN
cana-4442	175	4	and	and	CCONJ
cana-4442	175	5	predictive	predictive	ADJ
cana-4442	175	6	maintenance	maintenance	NOUN
cana-4442	175	7	:	:	PUNCT
cana-4442	175	8	utilities	utility	NOUN
cana-4442	175	9	can	can	AUX
cana-4442	175	10	reduce	reduce	VERB
cana-4442	175	11	downtime	downtime	NOUN
cana-4442	175	12	and	and	CCONJ
cana-4442	175	13	maintenance	maintenance	NOUN
cana-4442	175	14	costs	cost	NOUN
cana-4442	175	15	while	while	SCONJ
cana-4442	175	16	increasing	increase	VERB
cana-4442	175	17	grid	grid	NOUN
cana-4442	175	18	reliability	reliability	NOUN
cana-4442	175	19	by	by	ADP
cana-4442	175	20	anticipating	anticipate	VERB
cana-4442	175	21	and	and	CCONJ
cana-4442	175	22	preventing	prevent	VERB
cana-4442	175	23	equipment	equipment	NOUN
cana-4442	175	24	breakdowns	breakdown	NOUN
cana-4442	175	25	through	through	ADP
cana-4442	175	26	continued	continue	VERB
cana-4442	175	27	research	research	NOUN
cana-4442	175	28	in	in	ADP
cana-4442	175	29	predictive	predictive	ADJ
cana-4442	175	30	maintenance	maintenance	NOUN
cana-4442	175	31	and	and	CCONJ
cana-4442	175	32	advanced	advanced	ADJ
cana-4442	175	33	data	datum	NOUN
cana-4442	175	34	analytics	analytic	NOUN
cana-4442	175	35	.	.	PUNCT
cana-4442	176	1	7.3.5	7.3.5	X
cana-4442	176	2	.	.	PUNCT
cana-4442	176	3	interdisciplinary	interdisciplinary	ADJ
cana-4442	176	4	collaboration	collaboration	NOUN
cana-4442	176	5	:	:	PUNCT
cana-4442	176	6	fostering	foster	VERB
cana-4442	176	7	interdisciplinary	interdisciplinary	ADJ
cana-4442	176	8	collaboration	collaboration	NOUN
cana-4442	176	9	between	between	ADP
cana-4442	176	10	power	power	NOUN
cana-4442	176	11	system	system	NOUN
cana-4442	176	12	engineers	engineer	NOUN
cana-4442	176	13	,	,	PUNCT
cana-4442	176	14	data	datum	NOUN
cana-4442	176	15	scientists	scientist	NOUN
cana-4442	176	16	,	,	PUNCT
cana-4442	176	17	and	and	CCONJ
cana-4442	176	18	domain	domain	NOUN
cana-4442	176	19	experts	expert	NOUN
cana-4442	176	20	is	be	AUX
cana-4442	176	21	essential	essential	ADJ
cana-4442	176	22	for	for	ADP
cana-4442	176	23	developing	develop	VERB
cana-4442	176	24	holistic	holistic	ADJ
cana-4442	176	25	solutions	solution	NOUN
cana-4442	176	26	that	that	PRON
cana-4442	176	27	address	address	VERB
cana-4442	176	28	the	the	DET
cana-4442	176	29	complex	complex	ADJ
cana-4442	176	30	challenges	challenge	NOUN
cana-4442	176	31	of	of	ADP
cana-4442	176	32	power	power	NOUN
cana-4442	176	33	system	system	NOUN
cana-4442	176	34	operation	operation	NOUN
cana-4442	176	35	and	and	CCONJ
cana-4442	176	36	control	control	NOUN
cana-4442	176	37	effectively	effectively	ADV
cana-4442	176	38	.	.	PUNCT
cana-4442	177	1	8	8	X
cana-4442	177	2	.	.	X
cana-4442	177	3	conclusion	conclusion	NOUN
cana-4442	177	4	:	:	PUNCT
cana-4442	177	5	the	the	DET
cana-4442	177	6	in	in	ADP
cana-4442	177	7	-	-	PUNCT
cana-4442	177	8	depth	depth	NOUN
cana-4442	177	9	analysis	analysis	NOUN
cana-4442	177	10	offered	offer	VERB
cana-4442	177	11	here	here	ADV
cana-4442	177	12	offers	offer	VERB
cana-4442	177	13	a	a	DET
cana-4442	177	14	thorough	thorough	ADJ
cana-4442	177	15	investigation	investigation	NOUN
cana-4442	177	16	of	of	ADP
cana-4442	177	17	the	the	DET
cana-4442	177	18	uses	use	NOUN
cana-4442	177	19	of	of	ADP
cana-4442	177	20	machine	machine	NOUN
cana-4442	177	21	learning	learning	NOUN
cana-4442	177	22	(	(	PUNCT
cana-4442	177	23	ml	ml	NOUN
cana-4442	177	24	)	)	PUNCT
cana-4442	177	25	and	and	CCONJ
cana-4442	177	26	artificial	artificial	ADJ
cana-4442	177	27	intelligence	intelligence	NOUN
cana-4442	177	28	(	(	PUNCT
cana-4442	177	29	ai	ai	NOUN
cana-4442	177	30	)	)	PUNCT
cana-4442	177	31	in	in	ADP
cana-4442	177	32	power	power	NOUN
cana-4442	177	33	system	system	NOUN
cana-4442	177	34	control	control	NOUN
cana-4442	177	35	and	and	CCONJ
cana-4442	177	36	operation	operation	NOUN
cana-4442	177	37	.	.	PUNCT
cana-4442	178	1	we	we	PRON
cana-4442	178	2	have	have	AUX
cana-4442	178	3	looked	look	VERB
cana-4442	178	4	at	at	ADP
cana-4442	178	5	a	a	DET
cana-4442	178	6	variety	variety	NOUN
cana-4442	178	7	of	of	ADP
cana-4442	178	8	approaches	approach	NOUN
cana-4442	178	9	,	,	PUNCT
cana-4442	178	10	strategies	strategy	NOUN
cana-4442	178	11	,	,	PUNCT
cana-4442	178	12	and	and	CCONJ
cana-4442	178	13	developments	development	NOUN
cana-4442	178	14	in	in	ADP
cana-4442	178	15	using	use	VERB
cana-4442	178	16	ai	ai	NOUN
cana-4442	178	17	and	and	CCONJ
cana-4442	178	18	ml	ml	NOUN
cana-4442	178	19	to	to	PART
cana-4442	178	20	leverage	leverage	VERB
cana-4442	178	21	these	these	DET
cana-4442	178	22	technologies	technology	NOUN
cana-4442	178	23	to	to	PART
cana-4442	178	24	solve	solve	VERB
cana-4442	178	25	a	a	DET
cana-4442	178	26	range	range	NOUN
cana-4442	178	27	of	of	ADP
cana-4442	178	28	issues	issue	NOUN
cana-4442	178	29	and	and	CCONJ
cana-4442	178	30	improve	improve	VERB
cana-4442	178	31	power	power	NOUN
cana-4442	178	32	grid	grid	NOUN
cana-4442	178	33	performance	performance	NOUN
cana-4442	178	34	throughout	throughout	ADP
cana-4442	178	35	this	this	DET
cana-4442	178	36	assessment	assessment	NOUN
cana-4442	178	37	.	.	PUNCT
cana-4442	179	1	power	power	NOUN
cana-4442	179	2	systems	system	NOUN
cana-4442	179	3	monitoring	monitoring	NOUN
cana-4442	179	4	,	,	PUNCT
cana-4442	179	5	management	management	NOUN
cana-4442	179	6	,	,	PUNCT
cana-4442	179	7	and	and	CCONJ
cana-4442	179	8	optimization	optimization	NOUN
cana-4442	179	9	could	could	AUX
cana-4442	179	10	undergo	undergo	VERB
cana-4442	179	11	a	a	DET
cana-4442	179	12	radical	radical	ADJ
cana-4442	179	13	change	change	NOUN
cana-4442	179	14	thanks	thank	NOUN
cana-4442	179	15	to	to	ADP
cana-4442	179	16	ai	ai	VERB
cana-4442	179	17	and	and	CCONJ
cana-4442	179	18	ml	ml	NOUN
cana-4442	179	19	,	,	PUNCT
cana-4442	179	20	which	which	PRON
cana-4442	179	21	have	have	AUX
cana-4442	179	22	shown	show	VERB
cana-4442	179	23	enormous	enormous	ADJ
cana-4442	179	24	promise	promise	NOUN
cana-4442	179	25	in	in	ADP
cana-4442	179	26	areas	area	NOUN
cana-4442	179	27	like	like	ADP
cana-4442	179	28	voltage	voltage	NOUN
cana-4442	179	29	control	control	NOUN
cana-4442	179	30	,	,	PUNCT
cana-4442	179	31	renewable	renewable	ADJ
cana-4442	179	32	energy	energy	NOUN
cana-4442	179	33	integration	integration	NOUN
cana-4442	179	34	,	,	PUNCT
cana-4442	179	35	and	and	CCONJ
cana-4442	179	36	predictive	predictive	ADJ
cana-4442	179	37	maintenance	maintenance	NOUN
cana-4442	179	38	.	.	PUNCT
cana-4442	180	1	communications	communication	NOUN
cana-4442	180	2	on	on	ADP
cana-4442	180	3	applied	apply	VERB
cana-4442	180	4	nonlinear	nonlinear	ADJ
cana-4442	180	5	analysis	analysis	NOUN
cana-4442	180	6	issn	issn	NOUN
cana-4442	180	7	:	:	PUNCT
cana-4442	180	8	1074	1074	NUM
cana-4442	180	9	-	-	PUNCT
cana-4442	180	10	133x	133x	NUM
cana-4442	180	11	vol	vol	NOUN
cana-4442	180	12	32	32	NUM
cana-4442	180	13	no	no	NOUN
cana-4442	180	14	.	.	PUNCT
cana-4442	181	1	9s	9s	NUM
cana-4442	181	2	(	(	PUNCT
cana-4442	181	3	2025	2025	NUM
cana-4442	181	4	)	)	PUNCT
cana-4442	181	5	2018	2018	NUM
cana-4442	181	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	181	7	9	9	NUM
cana-4442	181	8	.	.	PUNCT
cana-4442	181	9	key	key	ADJ
cana-4442	181	10	findings	finding	NOUN
cana-4442	181	11	:	:	PUNCT
cana-4442	181	12	•	•	NOUN
cana-4442	181	13	ai	ai	VERB
cana-4442	181	14	and	and	CCONJ
cana-4442	181	15	ml	ml	ADP
cana-4442	181	16	techniques	technique	NOUN
cana-4442	181	17	offer	offer	VERB
cana-4442	181	18	powerful	powerful	ADJ
cana-4442	181	19	tools	tool	NOUN
cana-4442	181	20	for	for	ADP
cana-4442	181	21	predictive	predictive	ADJ
cana-4442	181	22	maintenance	maintenance	NOUN
cana-4442	181	23	,	,	PUNCT
cana-4442	181	24	enabling	enable	VERB
cana-4442	181	25	utilities	utility	NOUN
cana-4442	181	26	to	to	PART
cana-4442	181	27	anticipate	anticipate	VERB
cana-4442	181	28	equipment	equipment	NOUN
cana-4442	181	29	failures	failure	NOUN
cana-4442	181	30	,	,	PUNCT
cana-4442	181	31	optimize	optimize	VERB
cana-4442	181	32	maintenance	maintenance	NOUN
cana-4442	181	33	schedules	schedule	NOUN
cana-4442	181	34	,	,	PUNCT
cana-4442	181	35	and	and	CCONJ
cana-4442	181	36	enhance	enhance	VERB
cana-4442	181	37	asset	asset	NOUN
cana-4442	181	38	reliability	reliability	NOUN
cana-4442	181	39	.	.	PUNCT
cana-4442	182	1	•	•	NUM
cana-4442	182	2	voltage	voltage	NOUN
cana-4442	182	3	control	control	NOUN
cana-4442	182	4	and	and	CCONJ
cana-4442	182	5	reactive	reactive	ADJ
cana-4442	182	6	power	power	NOUN
cana-4442	182	7	optimization	optimization	NOUN
cana-4442	182	8	benefit	benefit	VERB
cana-4442	182	9	from	from	ADP
cana-4442	182	10	ai	ai	PROPN
cana-4442	182	11	and	and	CCONJ
cana-4442	182	12	ml	ml	NOUN
cana-4442	182	13	algorithms	algorithm	NOUN
cana-4442	182	14	,	,	PUNCT
cana-4442	182	15	allowing	allow	VERB
cana-4442	182	16	for	for	ADP
cana-4442	182	17	real	real	ADJ
cana-4442	182	18	-	-	PUNCT
cana-4442	182	19	time	time	NOUN
cana-4442	182	20	monitoring	monitoring	NOUN
cana-4442	182	21	,	,	PUNCT
cana-4442	182	22	adaptive	adaptive	ADJ
cana-4442	182	23	control	control	NOUN
cana-4442	182	24	,	,	PUNCT
cana-4442	182	25	and	and	CCONJ
cana-4442	182	26	optimization	optimization	NOUN
cana-4442	182	27	of	of	ADP
cana-4442	182	28	voltage	voltage	NOUN
cana-4442	182	29	levels	level	NOUN
cana-4442	182	30	and	and	CCONJ
cana-4442	182	31	power	power	NOUN
cana-4442	182	32	flows	flow	NOUN
cana-4442	182	33	.	.	PUNCT
cana-4442	183	1	•	•	NUM
cana-4442	183	2	the	the	DET
cana-4442	183	3	integration	integration	NOUN
cana-4442	183	4	of	of	ADP
cana-4442	183	5	renewable	renewable	ADJ
cana-4442	183	6	energy	energy	NOUN
cana-4442	183	7	sources	source	NOUN
cana-4442	183	8	into	into	ADP
cana-4442	183	9	power	power	NOUN
cana-4442	183	10	grids	grid	NOUN
cana-4442	183	11	is	be	AUX
cana-4442	183	12	facilitated	facilitate	VERB
cana-4442	183	13	by	by	ADP
cana-4442	183	14	ai	ai	PROPN
cana-4442	183	15	and	and	CCONJ
cana-4442	183	16	ml	ml	ADP
cana-4442	183	17	,	,	PUNCT
cana-4442	183	18	enabling	enable	VERB
cana-4442	183	19	efficient	efficient	ADJ
cana-4442	183	20	energy	energy	NOUN
cana-4442	183	21	generation	generation	NOUN
cana-4442	183	22	,	,	PUNCT
cana-4442	183	23	storage	storage	NOUN
cana-4442	183	24	,	,	PUNCT
cana-4442	183	25	and	and	CCONJ
cana-4442	183	26	distribution	distribution	NOUN
cana-4442	183	27	while	while	SCONJ
cana-4442	183	28	ensuring	ensure	VERB
cana-4442	183	29	grid	grid	NOUN
cana-4442	183	30	stability	stability	NOUN
cana-4442	183	31	and	and	CCONJ
cana-4442	183	32	reliability	reliability	NOUN
cana-4442	183	33	.	.	PUNCT
cana-4442	184	1	•	•	NOUN
cana-4442	184	2	challenges	challenge	NOUN
cana-4442	184	3	such	such	ADJ
cana-4442	184	4	as	as	ADP
cana-4442	184	5	data	datum	NOUN
cana-4442	184	6	quality	quality	NOUN
cana-4442	184	7	,	,	PUNCT
cana-4442	184	8	computational	computational	ADJ
cana-4442	184	9	complexity	complexity	NOUN
cana-4442	184	10	,	,	PUNCT
cana-4442	184	11	and	and	CCONJ
cana-4442	184	12	regulatory	regulatory	ADJ
cana-4442	184	13	concerns	concern	NOUN
cana-4442	184	14	must	must	AUX
cana-4442	184	15	be	be	AUX
cana-4442	184	16	addressed	address	VERB
cana-4442	184	17	to	to	PART
cana-4442	184	18	realize	realize	VERB
cana-4442	184	19	the	the	DET
cana-4442	184	20	full	full	ADJ
cana-4442	184	21	potential	potential	NOUN
cana-4442	184	22	of	of	ADP
cana-4442	184	23	ai	ai	NOUN
cana-4442	184	24	and	and	CCONJ
cana-4442	184	25	ml	ml	X
cana-4442	184	26	in	in	ADP
cana-4442	184	27	power	power	NOUN
cana-4442	184	28	system	system	NOUN
cana-4442	184	29	operation	operation	NOUN
cana-4442	184	30	and	and	CCONJ
cana-4442	184	31	control	control	NOUN
cana-4442	184	32	.	.	PUNCT
cana-4442	185	1	10	10	NUM
cana-4442	185	2	.	.	PUNCT
cana-4442	185	3	implications	implication	NOUN
cana-4442	185	4	and	and	CCONJ
cana-4442	185	5	future	future	ADJ
cana-4442	185	6	directions	direction	NOUN
cana-4442	185	7	:	:	PUNCT
cana-4442	185	8	looking	look	VERB
cana-4442	185	9	ahead	ahead	ADV
cana-4442	185	10	,	,	PUNCT
cana-4442	185	11	the	the	DET
cana-4442	185	12	adoption	adoption	NOUN
cana-4442	185	13	of	of	ADP
cana-4442	185	14	ai	ai	PROPN
cana-4442	185	15	and	and	CCONJ
cana-4442	185	16	ml	ml	X
cana-4442	185	17	in	in	ADP
cana-4442	185	18	power	power	NOUN
cana-4442	185	19	system	system	NOUN
cana-4442	185	20	operation	operation	NOUN
cana-4442	185	21	and	and	CCONJ
cana-4442	185	22	control	control	NOUN
cana-4442	185	23	is	be	AUX
cana-4442	185	24	expected	expect	VERB
cana-4442	185	25	to	to	PART
cana-4442	185	26	continue	continue	VERB
cana-4442	185	27	expanding	expand	VERB
cana-4442	185	28	,	,	PUNCT
cana-4442	185	29	driven	drive	VERB
cana-4442	185	30	by	by	ADP
cana-4442	185	31	ongoing	ongoing	ADJ
cana-4442	185	32	advancements	advancement	NOUN
cana-4442	185	33	in	in	ADP
cana-4442	185	34	data	datum	NOUN
cana-4442	185	35	analytics	analytic	NOUN
cana-4442	185	36	,	,	PUNCT
cana-4442	185	37	computational	computational	ADJ
cana-4442	185	38	algorithms	algorithm	NOUN
cana-4442	185	39	,	,	PUNCT
cana-4442	185	40	and	and	CCONJ
cana-4442	185	41	grid	grid	NOUN
cana-4442	185	42	automation	automation	NOUN
cana-4442	185	43	technologies	technology	NOUN
cana-4442	185	44	.	.	PUNCT
cana-4442	186	1	future	future	ADJ
cana-4442	186	2	research	research	NOUN
cana-4442	186	3	directions	direction	NOUN
cana-4442	186	4	include	include	VERB
cana-4442	186	5	the	the	DET
cana-4442	186	6	development	development	NOUN
cana-4442	186	7	of	of	ADP
cana-4442	186	8	hybrid	hybrid	NOUN
cana-4442	186	9	ai	ai	NOUN
cana-4442	186	10	and	and	CCONJ
cana-4442	186	11	physics	physics	NOUN
cana-4442	186	12	-	-	PUNCT
cana-4442	186	13	based	base	VERB
cana-4442	186	14	models	model	NOUN
cana-4442	186	15	,	,	PUNCT
cana-4442	186	16	the	the	DET
cana-4442	186	17	integration	integration	NOUN
cana-4442	186	18	of	of	ADP
cana-4442	186	19	edge	edge	NOUN
cana-4442	186	20	computing	computing	NOUN
cana-4442	186	21	and	and	CCONJ
cana-4442	186	22	decentralized	decentralized	ADJ
cana-4442	186	23	control	control	NOUN
cana-4442	186	24	strategies	strategy	NOUN
cana-4442	186	25	,	,	PUNCT
cana-4442	186	26	and	and	CCONJ
cana-4442	186	27	the	the	DET
cana-4442	186	28	deployment	deployment	NOUN
cana-4442	186	29	of	of	ADP
cana-4442	186	30	explainable	explainable	ADJ
cana-4442	186	31	ai	ai	NOUN
cana-4442	186	32	techniques	technique	NOUN
cana-4442	186	33	to	to	PART
cana-4442	186	34	enhance	enhance	VERB
cana-4442	186	35	model	model	NOUN
cana-4442	186	36	transparency	transparency	NOUN
cana-4442	186	37	and	and	CCONJ
cana-4442	186	38	interpretability	interpretability	NOUN
cana-4442	186	39	.	.	PUNCT
cana-4442	187	1	interdisciplinary	interdisciplinary	ADJ
cana-4442	187	2	collaboration	collaboration	NOUN
cana-4442	187	3	between	between	ADP
cana-4442	187	4	power	power	NOUN
cana-4442	187	5	system	system	NOUN
cana-4442	187	6	engineers	engineer	NOUN
cana-4442	187	7	,	,	PUNCT
cana-4442	187	8	data	datum	NOUN
cana-4442	187	9	scientists	scientist	NOUN
cana-4442	187	10	,	,	PUNCT
cana-4442	187	11	policymakers	policymaker	NOUN
cana-4442	187	12	,	,	PUNCT
cana-4442	187	13	and	and	CCONJ
cana-4442	187	14	industry	industry	NOUN
cana-4442	187	15	stakeholders	stakeholder	NOUN
cana-4442	187	16	will	will	AUX
cana-4442	187	17	be	be	AUX
cana-4442	187	18	essential	essential	ADJ
cana-4442	187	19	for	for	ADP
cana-4442	187	20	fostering	foster	VERB
cana-4442	187	21	innovation	innovation	NOUN
cana-4442	187	22	,	,	PUNCT
cana-4442	187	23	addressing	address	VERB
cana-4442	187	24	challenges	challenge	NOUN
cana-4442	187	25	,	,	PUNCT
cana-4442	187	26	and	and	CCONJ
cana-4442	187	27	driving	drive	VERB
cana-4442	187	28	the	the	DET
cana-4442	187	29	adoption	adoption	NOUN
cana-4442	187	30	of	of	ADP
cana-4442	187	31	ai	ai	PROPN
cana-4442	187	32	and	and	CCONJ
cana-4442	187	33	ml	ml	ADP
cana-4442	187	34	solutions	solution	NOUN
cana-4442	187	35	in	in	ADP
cana-4442	187	36	power	power	NOUN
cana-4442	187	37	grids	grid	NOUN
cana-4442	187	38	.	.	PUNCT
cana-4442	188	1	by	by	ADP
cana-4442	188	2	embracing	embrace	VERB
cana-4442	188	3	these	these	DET
cana-4442	188	4	technologies	technology	NOUN
cana-4442	188	5	responsibly	responsibly	ADV
cana-4442	188	6	and	and	CCONJ
cana-4442	188	7	ethically	ethically	ADV
cana-4442	188	8	,	,	PUNCT
cana-4442	188	9	utilities	utility	NOUN
cana-4442	188	10	can	can	AUX
cana-4442	188	11	unlock	unlock	VERB
cana-4442	188	12	new	new	ADJ
cana-4442	188	13	opportunities	opportunity	NOUN
cana-4442	188	14	for	for	ADP
cana-4442	188	15	enhancing	enhance	VERB
cana-4442	188	16	grid	grid	NOUN
cana-4442	188	17	resilience	resilience	NOUN
cana-4442	188	18	,	,	PUNCT
cana-4442	188	19	optimizing	optimize	VERB
cana-4442	188	20	resource	resource	NOUN
cana-4442	188	21	allocation	allocation	NOUN
cana-4442	188	22	,	,	PUNCT
cana-4442	188	23	and	and	CCONJ
cana-4442	188	24	accelerating	accelerate	VERB
cana-4442	188	25	the	the	DET
cana-4442	188	26	transition	transition	NOUN
cana-4442	188	27	towards	towards	ADP
cana-4442	188	28	a	a	DET
cana-4442	188	29	cleaner	clean	ADJ
cana-4442	188	30	and	and	CCONJ
cana-4442	188	31	more	more	ADV
cana-4442	188	32	sustainable	sustainable	ADJ
cana-4442	188	33	energy	energy	NOUN
cana-4442	188	34	future	future	NOUN
cana-4442	188	35	.	.	PUNCT
cana-4442	189	1	in	in	ADP
cana-4442	189	2	conclusion	conclusion	NOUN
cana-4442	189	3	,	,	PUNCT
cana-4442	189	4	the	the	DET
cana-4442	189	5	integration	integration	NOUN
cana-4442	189	6	of	of	ADP
cana-4442	189	7	ai	ai	PROPN
cana-4442	189	8	and	and	CCONJ
cana-4442	189	9	ml	ml	AUX
cana-4442	189	10	holds	hold	VERB
cana-4442	189	11	immense	immense	ADJ
cana-4442	189	12	promise	promise	NOUN
cana-4442	189	13	for	for	ADP
cana-4442	189	14	transforming	transform	VERB
cana-4442	189	15	power	power	NOUN
cana-4442	189	16	system	system	NOUN
cana-4442	189	17	operation	operation	NOUN
cana-4442	189	18	and	and	CCONJ
cana-4442	189	19	control	control	NOUN
cana-4442	189	20	,	,	PUNCT
cana-4442	189	21	empowering	empower	VERB
cana-4442	189	22	utilities	utility	NOUN
cana-4442	189	23	to	to	PART
cana-4442	189	24	build	build	VERB
cana-4442	189	25	smarter	smart	ADJ
cana-4442	189	26	,	,	PUNCT
cana-4442	189	27	more	more	ADV
cana-4442	189	28	efficient	efficient	ADJ
cana-4442	189	29	,	,	PUNCT
cana-4442	189	30	and	and	CCONJ
cana-4442	189	31	resilient	resilient	ADJ
cana-4442	189	32	grids	grid	NOUN
cana-4442	189	33	that	that	PRON
cana-4442	189	34	meet	meet	VERB
cana-4442	189	35	the	the	DET
cana-4442	189	36	evolving	evolve	VERB
cana-4442	189	37	needs	need	NOUN
cana-4442	189	38	of	of	ADP
cana-4442	189	39	society	society	NOUN
cana-4442	189	40	while	while	SCONJ
cana-4442	189	41	advancing	advance	VERB
cana-4442	189	42	the	the	DET
cana-4442	189	43	global	global	ADJ
cana-4442	189	44	transition	transition	NOUN
cana-4442	189	45	towards	towards	ADP
cana-4442	189	46	sustainable	sustainable	ADJ
cana-4442	189	47	energy	energy	NOUN
cana-4442	189	48	systems	system	NOUN
cana-4442	189	49	.	.	PUNCT
cana-4442	190	1	refrences	refrence	VERB
cana-4442	191	1	[	[	X
cana-4442	191	2	1	1	NUM
cana-4442	191	3	]	]	SYM
cana-4442	191	4	bubeck	bubeck	NOUN
cana-4442	191	5	,	,	PUNCT
cana-4442	191	6	s.	s.	PROPN
cana-4442	191	7	,	,	PUNCT
cana-4442	191	8	chandrasekaran	chandrasekaran	VERB
cana-4442	191	9	,	,	PUNCT
cana-4442	191	10	v.	v.	ADV
cana-4442	191	11	,	,	PUNCT
cana-4442	191	12	eldan	eldan	PROPN
cana-4442	191	13	,	,	PUNCT
cana-4442	191	14	r.	r.	PROPN
cana-4442	191	15	,	,	PUNCT
cana-4442	191	16	gehrke	gehrke	PROPN
cana-4442	191	17	,	,	PUNCT
cana-4442	191	18	j.	j.	PROPN
cana-4442	191	19	,	,	PUNCT
cana-4442	191	20	horvitz	horvitz	PROPN
cana-4442	191	21	,	,	PUNCT
cana-4442	191	22	e.	e.	PROPN
cana-4442	191	23	,	,	PUNCT
cana-4442	191	24	kamar	kamar	PROPN
cana-4442	191	25	,	,	PUNCT
cana-4442	191	26	e.	e.	PROPN
cana-4442	191	27	,	,	PUNCT
cana-4442	191	28	lee	lee	PROPN
cana-4442	191	29	,	,	PUNCT
cana-4442	191	30	p.	p.	PROPN
cana-4442	191	31	,	,	PUNCT
cana-4442	191	32	lee	lee	PROPN
cana-4442	191	33	,	,	PUNCT
cana-4442	191	34	y.	y.	PROPN
cana-4442	191	35	,	,	PUNCT
cana-4442	191	36	li	li	PROPN
cana-4442	191	37	,	,	PUNCT
cana-4442	191	38	y.-f	y.-f	PROPN
cana-4442	191	39	.	.	PROPN
cana-4442	191	40	,	,	PUNCT
cana-4442	191	41	lundberg	lundberg	PROPN
cana-4442	191	42	,	,	PUNCT
cana-4442	191	43	s.	s.	PROPN
cana-4442	191	44	m.	m.	PROPN
cana-4442	191	45	,	,	PUNCT
cana-4442	191	46	nori	nori	PROPN
cana-4442	191	47	,	,	PUNCT
cana-4442	191	48	h.	h.	PROPN
cana-4442	191	49	,	,	PUNCT
cana-4442	191	50	palangi	palangi	PROPN
cana-4442	191	51	,	,	PUNCT
cana-4442	191	52	h.	h.	PROPN
cana-4442	191	53	,	,	PUNCT
cana-4442	191	54	ribeiro	ribeiro	PROPN
cana-4442	191	55	,	,	PUNCT
cana-4442	191	56	m.	m.	NOUN
cana-4442	191	57	t.	t.	PROPN
cana-4442	191	58	,	,	PUNCT
cana-4442	191	59	&	&	CCONJ
cana-4442	191	60	zhang	zhang	PROPN
cana-4442	191	61	,	,	PUNCT
cana-4442	191	62	y.	y.	PROPN
cana-4442	191	63	(	(	PUNCT
cana-4442	191	64	2023	2023	NUM
cana-4442	191	65	)	)	PUNCT
cana-4442	191	66	.	.	PUNCT
cana-4442	192	1	sparks	spark	NOUN
cana-4442	192	2	of	of	ADP
cana-4442	192	3	artificial	artificial	ADJ
cana-4442	192	4	general	general	ADJ
cana-4442	192	5	intelligence	intelligence	NOUN
cana-4442	192	6	:	:	PUNCT
cana-4442	192	7	early	early	ADJ
cana-4442	192	8	experiments	experiment	NOUN
cana-4442	192	9	with	with	ADP
cana-4442	192	10	gpt-4	gpt-4	NOUN
cana-4442	192	11	.	.	PUNCT
cana-4442	193	1	arxiv	arxiv	NOUN
cana-4442	193	2	,	,	PUNCT
cana-4442	193	3	abs/2303.12712	abs/2303.12712	NOUN
cana-4442	193	4	.	.	PUNCT
cana-4442	194	1	[	[	X
cana-4442	194	2	2	2	NUM
cana-4442	194	3	]	]	X
cana-4442	194	4	abadi	abadi	PROPN
cana-4442	194	5	,	,	PUNCT
cana-4442	194	6	m.	m.	NOUN
cana-4442	194	7	,	,	PUNCT
cana-4442	194	8	barham	barham	PROPN
cana-4442	194	9	,	,	PUNCT
cana-4442	194	10	p.	p.	PROPN
cana-4442	194	11	,	,	PUNCT
cana-4442	194	12	chen	chen	PROPN
cana-4442	194	13	,	,	PUNCT
cana-4442	194	14	j.	j.	PROPN
cana-4442	194	15	,	,	PUNCT
cana-4442	194	16	chen	chen	PROPN
cana-4442	194	17	,	,	PUNCT
cana-4442	194	18	z.	z.	PROPN
cana-4442	194	19	,	,	PUNCT
cana-4442	194	20	davis	davis	PROPN
cana-4442	194	21	,	,	PUNCT
cana-4442	194	22	a.	a.	NOUN
cana-4442	194	23	,	,	PUNCT
cana-4442	194	24	dean	dean	PROPN
cana-4442	194	25	,	,	PUNCT
cana-4442	194	26	j.	j.	PROPN
cana-4442	194	27	,	,	PUNCT
cana-4442	194	28	devin	devin	PROPN
cana-4442	194	29	,	,	PUNCT
cana-4442	194	30	m.	m.	NOUN
cana-4442	194	31	,	,	PUNCT
cana-4442	194	32	ghemawat	ghemawat	PROPN
cana-4442	194	33	,	,	PUNCT
cana-4442	194	34	s.	s.	PROPN
cana-4442	194	35	,	,	PUNCT
cana-4442	194	36	irving	irving	PROPN
cana-4442	194	37	,	,	PUNCT
cana-4442	194	38	g.	g.	PROPN
cana-4442	194	39	,	,	PUNCT
cana-4442	194	40	isard	isard	ADJ
cana-4442	194	41	,	,	PUNCT
cana-4442	194	42	m.	m.	NOUN
cana-4442	194	43	,	,	PUNCT
cana-4442	194	44	kudlur	kudlur	PROPN
cana-4442	194	45	,	,	PUNCT
cana-4442	194	46	m.	m.	NOUN
cana-4442	194	47	,	,	PUNCT
cana-4442	194	48	levenberg	levenberg	PROPN
cana-4442	194	49	,	,	PUNCT
cana-4442	194	50	j.	j.	PROPN
cana-4442	194	51	,	,	PUNCT
cana-4442	194	52	monga	monga	PROPN
cana-4442	194	53	,	,	PUNCT
cana-4442	194	54	r.	r.	PROPN
cana-4442	194	55	,	,	PUNCT
cana-4442	194	56	moore	moore	PROPN
cana-4442	194	57	,	,	PUNCT
cana-4442	194	58	s.	s.	PROPN
cana-4442	194	59	,	,	PUNCT
cana-4442	194	60	murray	murray	PROPN
cana-4442	194	61	,	,	PUNCT
cana-4442	194	62	d.	d.	PROPN
cana-4442	194	63	,	,	PUNCT
cana-4442	194	64	steiner	steiner	PROPN
cana-4442	194	65	,	,	PUNCT
cana-4442	194	66	b.	b.	PROPN
cana-4442	194	67	,	,	PUNCT
cana-4442	194	68	tucker	tucker	PROPN
cana-4442	194	69	,	,	PUNCT
cana-4442	194	70	p.	p.	PROPN
cana-4442	194	71	,	,	PUNCT
cana-4442	194	72	vasudevan	vasudevan	PROPN
cana-4442	194	73	,	,	PUNCT
cana-4442	194	74	v.	v.	ADV
cana-4442	194	75	,	,	PUNCT
cana-4442	194	76	warden	warden	NOUN
cana-4442	194	77	,	,	PUNCT
cana-4442	194	78	p.	p.	PROPN
cana-4442	194	79	,	,	PUNCT
cana-4442	194	80	wicke	wicke	PROPN
cana-4442	194	81	,	,	PUNCT
cana-4442	194	82	m.	m.	NOUN
cana-4442	194	83	,	,	PUNCT
cana-4442	194	84	yu	yu	PROPN
cana-4442	194	85	,	,	PUNCT
cana-4442	194	86	y.	y.	PROPN
cana-4442	194	87	,	,	PUNCT
cana-4442	194	88	&	&	CCONJ
cana-4442	194	89	zhang	zhang	PROPN
cana-4442	194	90	,	,	PUNCT
cana-4442	194	91	x.	x.	PROPN
cana-4442	194	92	(	(	PUNCT
cana-4442	194	93	2016	2016	NUM
cana-4442	194	94	)	)	PUNCT
cana-4442	194	95	.	.	PUNCT
cana-4442	195	1	tensorflow	tensorflow	NOUN
cana-4442	195	2	:	:	PUNCT
cana-4442	195	3	a	a	DET
cana-4442	195	4	system	system	NOUN
cana-4442	195	5	for	for	ADP
cana-4442	195	6	large	large	ADJ
cana-4442	195	7	-	-	PUNCT
cana-4442	195	8	scale	scale	NOUN
cana-4442	195	9	machine	machine	NOUN
cana-4442	195	10	learning	learning	NOUN
cana-4442	195	11	.	.	PUNCT
cana-4442	196	1	usenix	usenix	PROPN
cana-4442	196	2	symposium	symposium	NOUN
cana-4442	196	3	on	on	ADP
cana-4442	196	4	operating	operating	NOUN
cana-4442	196	5	systems	system	NOUN
cana-4442	196	6	design	design	NOUN
cana-4442	196	7	and	and	CCONJ
cana-4442	196	8	implementation	implementation	NOUN
cana-4442	196	9	,	,	PUNCT
cana-4442	196	10	265	265	NUM
cana-4442	196	11	-	-	SYM
cana-4442	196	12	283	283	NUM
cana-4442	196	13	.	.	PUNCT
cana-4442	197	1	[	[	X
cana-4442	197	2	3	3	NUM
cana-4442	197	3	]	]	X
cana-4442	197	4	lundberg	lundberg	PROPN
cana-4442	197	5	,	,	PUNCT
cana-4442	197	6	s.	s.	PROPN
cana-4442	197	7	m.	m.	PROPN
cana-4442	197	8	,	,	PUNCT
cana-4442	197	9	erion	erion	NOUN
cana-4442	197	10	,	,	PUNCT
cana-4442	197	11	g.	g.	PROPN
cana-4442	197	12	,	,	PUNCT
cana-4442	197	13	chen	chen	PROPN
cana-4442	197	14	,	,	PUNCT
cana-4442	197	15	h.	h.	PROPN
cana-4442	197	16	,	,	PUNCT
cana-4442	197	17	degrave	degrave	PROPN
cana-4442	197	18	,	,	PUNCT
cana-4442	197	19	a.	a.	NOUN
cana-4442	197	20	,	,	PUNCT
cana-4442	197	21	prutkin	prutkin	PROPN
cana-4442	197	22	,	,	PUNCT
cana-4442	197	23	j.	j.	PROPN
cana-4442	197	24	,	,	PUNCT
cana-4442	197	25	nair	nair	PROPN
cana-4442	197	26	,	,	PUNCT
cana-4442	197	27	b.	b.	PROPN
cana-4442	197	28	,	,	PUNCT
cana-4442	197	29	...	...	PUNCT
cana-4442	197	30	&	&	CCONJ
cana-4442	197	31	lee	lee	PROPN
cana-4442	197	32	,	,	PUNCT
cana-4442	197	33	s.	s.	PROPN
cana-4442	197	34	(	(	PUNCT
cana-4442	197	35	2020	2020	NUM
cana-4442	197	36	)	)	PUNCT
cana-4442	197	37	.	.	PUNCT
cana-4442	198	1	from	from	ADP
cana-4442	198	2	local	local	ADJ
cana-4442	198	3	explanations	explanation	NOUN
cana-4442	198	4	to	to	ADP
cana-4442	198	5	global	global	ADJ
cana-4442	198	6	understanding	understanding	NOUN
cana-4442	198	7	with	with	ADP
cana-4442	198	8	explainable	explainable	ADJ
cana-4442	198	9	ai	ai	NOUN
cana-4442	198	10	for	for	ADP
cana-4442	198	11	trees	tree	NOUN
cana-4442	198	12	.	.	PUNCT
cana-4442	199	1	nature	nature	NOUN
cana-4442	199	2	machine	machine	NOUN
cana-4442	199	3	intelligence	intelligence	NOUN
cana-4442	199	4	,	,	PUNCT
cana-4442	199	5	2	2	NUM
cana-4442	199	6	,	,	PUNCT
cana-4442	199	7	56	56	NUM
cana-4442	199	8	-	-	SYM
cana-4442	199	9	67	67	NUM
cana-4442	199	10	.	.	PUNCT
cana-4442	200	1	communications	communication	NOUN
cana-4442	200	2	on	on	ADP
cana-4442	200	3	applied	apply	VERB
cana-4442	200	4	nonlinear	nonlinear	ADJ
cana-4442	200	5	analysis	analysis	NOUN
cana-4442	200	6	issn	issn	NOUN
cana-4442	200	7	:	:	PUNCT
cana-4442	200	8	1074	1074	NUM
cana-4442	200	9	-	-	PUNCT
cana-4442	200	10	133x	133x	NUM
cana-4442	200	11	vol	vol	NOUN
cana-4442	200	12	32	32	NUM
cana-4442	200	13	no	no	NOUN
cana-4442	200	14	.	.	PUNCT
cana-4442	201	1	9s	9s	NUM
cana-4442	201	2	(	(	PUNCT
cana-4442	201	3	2025	2025	NUM
cana-4442	201	4	)	)	PUNCT
cana-4442	201	5	2019	2019	NUM
cana-4442	201	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	202	1	[	[	X
cana-4442	202	2	4	4	NUM
cana-4442	202	3	]	]	SYM
cana-4442	202	4	hu	hu	PROPN
cana-4442	202	5	,	,	PUNCT
cana-4442	202	6	x.	x.	PROPN
cana-4442	202	7	,	,	PUNCT
cana-4442	202	8	tang	tang	PROPN
cana-4442	202	9	,	,	PUNCT
cana-4442	202	10	t.	t.	PROPN
cana-4442	202	11	,	,	PUNCT
cana-4442	202	12	tan	tan	PROPN
cana-4442	202	13	,	,	PUNCT
cana-4442	202	14	l.	l.	PROPN
cana-4442	202	15	,	,	PUNCT
cana-4442	202	16	&	&	CCONJ
cana-4442	202	17	zhang	zhang	PROPN
cana-4442	202	18	,	,	PUNCT
cana-4442	202	19	h.	h.	PROPN
cana-4442	202	20	(	(	PUNCT
cana-4442	202	21	2023	2023	NUM
cana-4442	202	22	)	)	PUNCT
cana-4442	202	23	.	.	PUNCT
cana-4442	203	1	fault	fault	VERB
cana-4442	203	2	detection	detection	NOUN
cana-4442	203	3	for	for	ADP
cana-4442	203	4	point	point	NOUN
cana-4442	203	5	machines	machine	NOUN
cana-4442	203	6	:	:	PUNCT
cana-4442	203	7	a	a	DET
cana-4442	203	8	review	review	NOUN
cana-4442	203	9	,	,	PUNCT
cana-4442	203	10	challenges	challenge	NOUN
cana-4442	203	11	,	,	PUNCT
cana-4442	203	12	and	and	CCONJ
cana-4442	203	13	perspectives	perspective	NOUN
cana-4442	203	14	.	.	PUNCT
cana-4442	204	1	actuators	actuator	NOUN
cana-4442	204	2	.	.	PUNCT
cana-4442	205	1	[	[	X
cana-4442	205	2	5	5	NUM
cana-4442	205	3	]	]	X
cana-4442	205	4	luo	luo	PROPN
cana-4442	205	5	,	,	PUNCT
cana-4442	205	6	x.	x.	PROPN
cana-4442	205	7	,	,	PUNCT
cana-4442	205	8	wang	wang	PROPN
cana-4442	205	9	,	,	PUNCT
cana-4442	205	10	j.	j.	PROPN
cana-4442	205	11	,	,	PUNCT
cana-4442	205	12	dooner	dooner	NOUN
cana-4442	205	13	,	,	PUNCT
cana-4442	205	14	m.	m.	NOUN
cana-4442	205	15	,	,	PUNCT
cana-4442	205	16	&	&	CCONJ
cana-4442	205	17	clarke	clarke	PROPN
cana-4442	205	18	,	,	PUNCT
cana-4442	205	19	j.	j.	PROPN
cana-4442	205	20	(	(	PUNCT
cana-4442	205	21	2015	2015	NUM
cana-4442	205	22	)	)	PUNCT
cana-4442	205	23	.	.	PUNCT
cana-4442	206	1	overview	overview	NOUN
cana-4442	206	2	of	of	ADP
cana-4442	206	3	current	current	ADJ
cana-4442	206	4	development	development	NOUN
cana-4442	206	5	in	in	ADP
cana-4442	206	6	electrical	electrical	ADJ
cana-4442	206	7	energy	energy	NOUN
cana-4442	206	8	storage	storage	NOUN
cana-4442	206	9	technologies	technology	NOUN
cana-4442	206	10	and	and	CCONJ
cana-4442	206	11	the	the	DET
cana-4442	206	12	application	application	NOUN
cana-4442	206	13	potential	potential	NOUN
cana-4442	206	14	in	in	ADP
cana-4442	206	15	power	power	NOUN
cana-4442	206	16	system	system	NOUN
cana-4442	206	17	operation	operation	NOUN
cana-4442	206	18	.	.	PUNCT
cana-4442	207	1	applied	apply	VERB
cana-4442	207	2	energy	energy	NOUN
cana-4442	207	3	,	,	PUNCT
cana-4442	207	4	137	137	NUM
cana-4442	207	5	,	,	PUNCT
cana-4442	207	6	511	511	NUM
cana-4442	207	7	-	-	SYM
cana-4442	207	8	536	536	NUM
cana-4442	207	9	.	.	PUNCT
cana-4442	208	1	[	[	X
cana-4442	208	2	6	6	NUM
cana-4442	208	3	]	]	PUNCT
cana-4442	208	4	malik	malik	PROPN
cana-4442	208	5	,	,	PUNCT
cana-4442	208	6	o.	o.	PROPN
cana-4442	208	7	(	(	PUNCT
cana-4442	208	8	2013	2013	NUM
cana-4442	208	9	)	)	PUNCT
cana-4442	208	10	.	.	PUNCT
cana-4442	209	1	evolution	evolution	NOUN
cana-4442	209	2	of	of	ADP
cana-4442	209	3	power	power	NOUN
cana-4442	209	4	systems	system	NOUN
cana-4442	209	5	into	into	ADP
cana-4442	209	6	smarter	smart	ADJ
cana-4442	209	7	networks	network	NOUN
cana-4442	209	8	.	.	PUNCT
cana-4442	210	1	journal	journal	PROPN
cana-4442	210	2	of	of	ADP
cana-4442	210	3	control	control	NOUN
cana-4442	210	4	,	,	PUNCT
cana-4442	210	5	automation	automation	NOUN
cana-4442	210	6	and	and	CCONJ
cana-4442	210	7	electrical	electrical	ADJ
cana-4442	210	8	systems	system	NOUN
cana-4442	210	9	,	,	PUNCT
cana-4442	210	10	24	24	NUM
cana-4442	210	11	,	,	PUNCT
cana-4442	210	12	139	139	NUM
cana-4442	210	13	-	-	SYM
cana-4442	210	14	147	147	NUM
cana-4442	210	15	.	.	PUNCT
cana-4442	211	1	[	[	X
cana-4442	211	2	7	7	NUM
cana-4442	211	3	]	]	X
cana-4442	211	4	battineni	battineni	ADJ
cana-4442	211	5	,	,	PUNCT
cana-4442	211	6	g.	g.	PROPN
cana-4442	211	7	,	,	PUNCT
cana-4442	211	8	chintalapudi	chintalapudi	ADJ
cana-4442	211	9	,	,	PUNCT
cana-4442	211	10	n.	n.	NOUN
cana-4442	211	11	,	,	PUNCT
cana-4442	211	12	&	&	CCONJ
cana-4442	211	13	amenta	amenta	PROPN
cana-4442	211	14	,	,	PUNCT
cana-4442	211	15	f.	f.	PROPN
cana-4442	211	16	(	(	PUNCT
cana-4442	211	17	2019	2019	NUM
cana-4442	211	18	)	)	PUNCT
cana-4442	211	19	.	.	PUNCT
cana-4442	212	1	machine	machine	NOUN
cana-4442	212	2	learning	learn	VERB
cana-4442	212	3	in	in	ADP
cana-4442	212	4	medicine	medicine	NOUN
cana-4442	212	5	:	:	PUNCT
cana-4442	212	6	performance	performance	NOUN
cana-4442	212	7	calculation	calculation	NOUN
cana-4442	212	8	of	of	ADP
cana-4442	212	9	dementia	dementia	NOUN
cana-4442	212	10	prediction	prediction	NOUN
cana-4442	212	11	by	by	ADP
cana-4442	212	12	support	support	NOUN
cana-4442	212	13	vector	vector	NOUN
cana-4442	212	14	machines	machine	NOUN
cana-4442	212	15	(	(	PUNCT
cana-4442	212	16	svm	svm	PROPN
cana-4442	212	17	)	)	PUNCT
cana-4442	212	18	.	.	PUNCT
cana-4442	213	1	informatics	informatic	NOUN
cana-4442	213	2	in	in	ADP
cana-4442	213	3	medicine	medicine	NOUN
cana-4442	213	4	unlocked	unlock	VERB
cana-4442	213	5	.	.	PUNCT
cana-4442	214	1	[	[	X
cana-4442	214	2	8	8	NUM
cana-4442	214	3	]	]	X
cana-4442	214	4	aibar	aibar	NOUN
cana-4442	214	5	,	,	PUNCT
cana-4442	214	6	s.	s.	PROPN
cana-4442	214	7	,	,	PUNCT
cana-4442	214	8	gonzález	gonzález	PROPN
cana-4442	214	9	-	-	PUNCT
cana-4442	214	10	blas	blas	PROPN
cana-4442	214	11	,	,	PUNCT
cana-4442	214	12	c.	c.	PROPN
cana-4442	214	13	b.	b.	PROPN
cana-4442	214	14	,	,	PUNCT
cana-4442	214	15	moerman	moerman	PROPN
cana-4442	214	16	,	,	PUNCT
cana-4442	214	17	t.	t.	PROPN
cana-4442	214	18	,	,	PUNCT
cana-4442	214	19	huynh	huynh	PROPN
cana-4442	214	20	-	-	PUNCT
cana-4442	214	21	thu	thu	PROPN
cana-4442	214	22	,	,	PUNCT
cana-4442	214	23	v.	v.	PROPN
cana-4442	214	24	a.	a.	NOUN
cana-4442	214	25	,	,	PUNCT
cana-4442	214	26	imrichová	imrichová	PROPN
cana-4442	214	27	,	,	PUNCT
cana-4442	214	28	h.	h.	PROPN
cana-4442	214	29	,	,	PUNCT
cana-4442	214	30	hulselmans	hulselman	NOUN
cana-4442	214	31	,	,	PUNCT
cana-4442	214	32	g.	g.	PROPN
cana-4442	214	33	j.	j.	PROPN
cana-4442	214	34	,	,	PUNCT
cana-4442	214	35	...	...	PUNCT
cana-4442	214	36	&	&	CCONJ
cana-4442	214	37	aerts	aert	NOUN
cana-4442	214	38	,	,	PUNCT
cana-4442	214	39	s.	s.	PROPN
cana-4442	214	40	(	(	PUNCT
cana-4442	214	41	2017	2017	NUM
cana-4442	214	42	)	)	PUNCT
cana-4442	214	43	.	.	PUNCT
cana-4442	215	1	scenic	scenic	ADJ
cana-4442	215	2	:	:	PUNCT
cana-4442	215	3	single	single	ADJ
cana-4442	215	4	-	-	PUNCT
cana-4442	215	5	cell	cell	NOUN
cana-4442	215	6	regulatory	regulatory	ADJ
cana-4442	215	7	network	network	NOUN
cana-4442	215	8	inference	inference	NOUN
cana-4442	215	9	and	and	CCONJ
cana-4442	215	10	clustering	clustering	NOUN
cana-4442	215	11	.	.	PUNCT
cana-4442	216	1	nature	nature	NOUN
cana-4442	216	2	methods	method	NOUN
cana-4442	216	3	,	,	PUNCT
cana-4442	216	4	14	14	NUM
cana-4442	216	5	,	,	PUNCT
cana-4442	216	6	1083	1083	NUM
cana-4442	216	7	-	-	SYM
cana-4442	216	8	1086	1086	NUM
cana-4442	216	9	.	.	PUNCT
cana-4442	217	1	[	[	X
cana-4442	217	2	9	9	NUM
cana-4442	217	3	]	]	X
cana-4442	217	4	kaur	kaur	PROPN
cana-4442	217	5	,	,	PUNCT
cana-4442	217	6	j.	j.	PROPN
cana-4442	217	7	,	,	PUNCT
cana-4442	217	8	choppadandi	choppadandi	PROPN
cana-4442	217	9	,	,	PUNCT
cana-4442	217	10	a.	a.	NOUN
cana-4442	217	11	,	,	PUNCT
cana-4442	217	12	chenchala	chenchala	NOUN
cana-4442	217	13	,	,	PUNCT
cana-4442	217	14	p.	p.	PROPN
cana-4442	217	15	k.	k.	PROPN
cana-4442	217	16	,	,	PUNCT
cana-4442	217	17	nakra	nakra	VERB
cana-4442	217	18	,	,	PUNCT
cana-4442	217	19	v.	v.	ADV
cana-4442	217	20	,	,	PUNCT
cana-4442	217	21	kirupa	kirupa	NOUN
cana-4442	217	22	,	,	PUNCT
cana-4442	217	23	p.	p.	PROPN
cana-4442	217	24	,	,	PUNCT
cana-4442	217	25	&	&	CCONJ
cana-4442	217	26	pandian	pandian	PROPN
cana-4442	217	27	,	,	PUNCT
cana-4442	217	28	g.	g.	PROPN
cana-4442	217	29	(	(	PUNCT
cana-4442	217	30	2023	2023	NUM
cana-4442	217	31	)	)	PUNCT
cana-4442	217	32	.	.	PUNCT
cana-4442	218	1	ai	ai	VERB
cana-4442	218	2	applications	application	NOUN
cana-4442	218	3	in	in	ADP
cana-4442	218	4	smart	smart	ADJ
cana-4442	218	5	cities	city	NOUN
cana-4442	218	6	:	:	PUNCT
cana-4442	218	7	experiences	experience	NOUN
cana-4442	218	8	from	from	ADP
cana-4442	218	9	deploying	deploy	VERB
cana-4442	218	10	ml	ml	ADP
cana-4442	218	11	algorithms	algorithm	NOUN
cana-4442	218	12	for	for	ADP
cana-4442	218	13	urban	urban	ADJ
cana-4442	218	14	planning	planning	NOUN
cana-4442	218	15	and	and	CCONJ
cana-4442	218	16	resource	resource	NOUN
cana-4442	218	17	optimization	optimization	NOUN
cana-4442	218	18	.	.	PUNCT
cana-4442	219	1	tuijin	tuijin	PROPN
cana-4442	219	2	jishu	jishu	PROPN
cana-4442	219	3	/	/	SYM
cana-4442	219	4	journal	journal	NOUN
cana-4442	219	5	of	of	ADP
cana-4442	219	6	propulsion	propulsion	NOUN
cana-4442	219	7	technology	technology	NOUN
cana-4442	219	8	.	.	PUNCT
cana-4442	220	1	[	[	X
cana-4442	220	2	10	10	NUM
cana-4442	220	3	]	]	SYM
cana-4442	220	4	wu	wu	PROPN
cana-4442	220	5	,	,	PUNCT
cana-4442	220	6	h.	h.	PROPN
cana-4442	220	7	,	,	PUNCT
cana-4442	220	8	hu	hu	PROPN
cana-4442	220	9	,	,	PUNCT
cana-4442	220	10	t.	t.	PROPN
cana-4442	220	11	,	,	PUNCT
cana-4442	220	12	liu	liu	PROPN
cana-4442	220	13	,	,	PUNCT
cana-4442	220	14	y.	y.	PROPN
cana-4442	220	15	,	,	PUNCT
cana-4442	220	16	zhou	zhou	PROPN
cana-4442	220	17	,	,	PUNCT
cana-4442	220	18	h.	h.	PROPN
cana-4442	220	19	,	,	PUNCT
cana-4442	220	20	&	&	CCONJ
cana-4442	220	21	wang	wang	PROPN
cana-4442	220	22	,	,	PUNCT
cana-4442	220	23	j.	j.	PROPN
cana-4442	220	24	(	(	PUNCT
cana-4442	220	25	2022	2022	NUM
cana-4442	220	26	)	)	PUNCT
cana-4442	220	27	.	.	PUNCT
cana-4442	221	1	timesnet	timesnet	NOUN
cana-4442	221	2	:	:	PUNCT
cana-4442	221	3	temporal	temporal	ADJ
cana-4442	221	4	2d	2d	NOUN
cana-4442	221	5	-	-	PUNCT
cana-4442	221	6	variation	variation	NOUN
cana-4442	221	7	modeling	modeling	NOUN
cana-4442	221	8	for	for	ADP
cana-4442	221	9	general	general	ADJ
cana-4442	221	10	time	time	NOUN
cana-4442	221	11	series	series	PROPN
cana-4442	221	12	analysis	analysis	PROPN
cana-4442	221	13	.	.	PUNCT
cana-4442	222	1	arxiv	arxiv	PROPN
cana-4442	222	2	,	,	PUNCT
cana-4442	222	3	abs/2210.02186	abs/2210.02186	PROPN
cana-4442	222	4	.	.	PUNCT
cana-4442	223	1	[	[	X
cana-4442	223	2	11	11	NUM
cana-4442	223	3	]	]	X
cana-4442	223	4	takeuchi	takeuchi	PROPN
cana-4442	223	5	,	,	PUNCT
cana-4442	223	6	o.	o.	PROPN
cana-4442	223	7	,	,	PUNCT
cana-4442	223	8	&	&	CCONJ
cana-4442	223	9	akira	akira	PROPN
cana-4442	223	10	,	,	PUNCT
cana-4442	223	11	s.	s.	PROPN
cana-4442	223	12	(	(	PUNCT
cana-4442	223	13	2010	2010	NUM
cana-4442	223	14	)	)	PUNCT
cana-4442	223	15	.	.	PUNCT
cana-4442	224	1	pattern	pattern	NOUN
cana-4442	224	2	recognition	recognition	NOUN
cana-4442	224	3	receptors	receptor	NOUN
cana-4442	224	4	and	and	CCONJ
cana-4442	224	5	inflammation	inflammation	NOUN
cana-4442	224	6	.	.	PUNCT
cana-4442	225	1	cell	cell	NOUN
cana-4442	225	2	,	,	PUNCT
cana-4442	225	3	140	140	NUM
cana-4442	225	4	,	,	PUNCT
cana-4442	225	5	805	805	NUM
cana-4442	225	6	-	-	SYM
cana-4442	225	7	820	820	NUM
cana-4442	225	8	.	.	PUNCT
cana-4442	226	1	[	[	X
cana-4442	226	2	12	12	NUM
cana-4442	226	3	]	]	X
cana-4442	226	4	musleh	musleh	PROPN
cana-4442	226	5	,	,	PUNCT
cana-4442	226	6	d.	d.	PROPN
cana-4442	226	7	,	,	PUNCT
cana-4442	226	8	alotaibi	alotaibi	NOUN
cana-4442	226	9	,	,	PUNCT
cana-4442	226	10	m.	m.	NOUN
cana-4442	226	11	,	,	PUNCT
cana-4442	226	12	alhaidari	alhaidari	PROPN
cana-4442	226	13	,	,	PUNCT
cana-4442	226	14	f.	f.	PROPN
cana-4442	226	15	,	,	PUNCT
cana-4442	226	16	rahman	rahman	PROPN
cana-4442	226	17	,	,	PUNCT
cana-4442	226	18	a.	a.	PROPN
cana-4442	226	19	,	,	PUNCT
cana-4442	226	20	&	&	CCONJ
cana-4442	226	21	mohammad	mohammad	PROPN
cana-4442	226	22	,	,	PUNCT
cana-4442	226	23	r.	r.	PROPN
cana-4442	226	24	(	(	PUNCT
cana-4442	226	25	2023	2023	NUM
cana-4442	226	26	)	)	PUNCT
cana-4442	226	27	.	.	PUNCT
cana-4442	227	1	intrusion	intrusion	NOUN
cana-4442	227	2	detection	detection	NOUN
cana-4442	227	3	system	system	NOUN
cana-4442	227	4	using	use	VERB
cana-4442	227	5	feature	feature	NOUN
cana-4442	227	6	extraction	extraction	NOUN
cana-4442	227	7	with	with	ADP
cana-4442	227	8	machine	machine	NOUN
cana-4442	227	9	learning	learn	VERB
cana-4442	227	10	algorithms	algorithm	NOUN
cana-4442	227	11	in	in	ADP
cana-4442	227	12	iot	iot	PROPN
cana-4442	227	13	.	.	PUNCT
cana-4442	228	1	j.	j.	PROPN
cana-4442	228	2	sens	sens	PROPN
cana-4442	228	3	.	.	PROPN
cana-4442	228	4	actuator	actuator	NOUN
cana-4442	228	5	networks	network	NOUN
cana-4442	228	6	,	,	PUNCT
cana-4442	228	7	12	12	NUM
cana-4442	228	8	.	.	PUNCT
cana-4442	229	1	[	[	X
cana-4442	229	2	13	13	NUM
cana-4442	229	3	]	]	PUNCT
cana-4442	229	4	martins	martin	NOUN
cana-4442	229	5	,	,	PUNCT
cana-4442	229	6	a.	a.	PROPN
cana-4442	229	7	,	,	PUNCT
cana-4442	229	8	fonseca	fonseca	PROPN
cana-4442	229	9	,	,	PUNCT
cana-4442	229	10	i.	i.	PROPN
cana-4442	229	11	,	,	PUNCT
cana-4442	229	12	farinha	farinha	NOUN
cana-4442	229	13	,	,	PUNCT
cana-4442	229	14	j.	j.	PROPN
cana-4442	229	15	,	,	PUNCT
cana-4442	229	16	reis	reis	NOUN
cana-4442	229	17	,	,	PUNCT
cana-4442	229	18	j.	j.	PROPN
cana-4442	229	19	,	,	PUNCT
cana-4442	229	20	&	&	CCONJ
cana-4442	229	21	cardoso	cardoso	PROPN
cana-4442	229	22	,	,	PUNCT
cana-4442	229	23	a.	a.	NOUN
cana-4442	229	24	(	(	PUNCT
cana-4442	229	25	2023	2023	NUM
cana-4442	229	26	)	)	PUNCT
cana-4442	229	27	.	.	PUNCT
cana-4442	230	1	online	online	ADJ
cana-4442	230	2	monitoring	monitoring	NOUN
cana-4442	230	3	of	of	ADP
cana-4442	230	4	sensor	sensor	NOUN
cana-4442	230	5	calibration	calibration	NOUN
cana-4442	230	6	status	status	NOUN
cana-4442	230	7	to	to	PART
cana-4442	230	8	support	support	VERB
cana-4442	230	9	condition	condition	NOUN
cana-4442	230	10	-	-	PUNCT
cana-4442	230	11	based	base	VERB
cana-4442	230	12	maintenance	maintenance	NOUN
cana-4442	230	13	.	.	PUNCT
cana-4442	231	1	italian	italian	ADJ
cana-4442	231	2	national	national	ADJ
cana-4442	231	3	conference	conference	NOUN
cana-4442	231	4	on	on	ADP
cana-4442	231	5	sensors	sensor	NOUN
cana-4442	231	6	,	,	PUNCT
cana-4442	231	7	23	23	NUM
cana-4442	231	8	.	.	PUNCT
cana-4442	232	1	[	[	X
cana-4442	232	2	14	14	NUM
cana-4442	232	3	]	]	SYM
cana-4442	232	4	rambe	rambe	NOUN
cana-4442	232	5	,	,	PUNCT
cana-4442	232	6	r.	r.	PROPN
cana-4442	232	7	m.	m.	PROPN
cana-4442	232	8	a.	a.	PROPN
cana-4442	232	9	,	,	PUNCT
cana-4442	232	10	ahmar	ahmar	PROPN
cana-4442	232	11	,	,	PUNCT
cana-4442	232	12	n.	n.	NOUN
cana-4442	232	13	,	,	PUNCT
cana-4442	232	14	&	&	CCONJ
cana-4442	232	15	sailendra	sailendra	PROPN
cana-4442	232	16	.	.	PUNCT
cana-4442	232	17	(	(	PUNCT
cana-4442	232	18	2023	2023	NUM
cana-4442	232	19	)	)	PUNCT
cana-4442	232	20	.	.	PUNCT
cana-4442	233	1	dampak	dampak	NOUN
cana-4442	233	2	rate	rate	NOUN
cana-4442	233	3	of	of	ADP
cana-4442	233	4	return	return	NOUN
cana-4442	233	5	,	,	PUNCT
cana-4442	233	6	investor	investor	NOUN
cana-4442	233	7	trust	trust	NOUN
cana-4442	233	8	,	,	PUNCT
cana-4442	233	9	fund	fund	NOUN
cana-4442	233	10	longevity	longevity	NOUN
cana-4442	233	11	terhadap	terhadap	PROPN
cana-4442	233	12	kinerja	kinerja	PROPN
cana-4442	233	13	reksa	reksa	PROPN
cana-4442	233	14	dana	dana	PROPN
cana-4442	233	15	dengan	dengan	PROPN
cana-4442	233	16	moderasi	moderasi	PROPN
cana-4442	233	17	asset	asset	PROPN
cana-4442	233	18	under	under	ADP
cana-4442	233	19	management	management	NOUN
cana-4442	233	20	.	.	PUNCT
cana-4442	234	1	jurnal	jurnal	ADJ
cana-4442	234	2	ilmiah	ilmiah	PROPN
cana-4442	234	3	manajemen	manajeman	NOUN
cana-4442	234	4	bisnis	bisnis	PROPN
cana-4442	234	5	dan	dan	PROPN
cana-4442	234	6	inovasi	inovasi	PROPN
cana-4442	234	7	universitas	universitas	PROPN
cana-4442	234	8	sam	sam	PROPN
cana-4442	234	9	ratulangi	ratulangi	PROPN
cana-4442	234	10	,	,	PUNCT
cana-4442	234	11	jmbi	jmbi	NOUN
cana-4442	234	12	unsrat	unsrat	NOUN
cana-4442	234	13	(	(	PUNCT
cana-4442	234	14	jurnal	jurnal	ADJ
cana-4442	234	15	ilmiah	ilmiah	NOUN
cana-4442	234	16	manajemen	manajeman	NOUN
cana-4442	234	17	bisnis	bisnis	PROPN
cana-4442	234	18	dan	dan	PROPN
cana-4442	234	19	inovasi	inovasi	PROPN
cana-4442	234	20	universitas	universitas	PROPN
cana-4442	234	21	sam	sam	PROPN
cana-4442	234	22	ratulangi	ratulangi	PROPN
cana-4442	234	23	)	)	PUNCT
cana-4442	234	24	.	.	PUNCT
cana-4442	235	1	[	[	X
cana-4442	235	2	15	15	NUM
cana-4442	235	3	]	]	X
cana-4442	235	4	vincent	vincent	NOUN
cana-4442	235	5	,	,	PUNCT
cana-4442	235	6	p.	p.	PROPN
cana-4442	235	7	,	,	PUNCT
cana-4442	235	8	larochelle	larochelle	PROPN
cana-4442	235	9	,	,	PUNCT
cana-4442	235	10	h.	h.	PROPN
cana-4442	235	11	,	,	PUNCT
cana-4442	235	12	lajoie	lajoie	PROPN
cana-4442	235	13	,	,	PUNCT
cana-4442	235	14	i.	i.	PROPN
cana-4442	235	15	,	,	PUNCT
cana-4442	235	16	bengio	bengio	PROPN
cana-4442	235	17	,	,	PUNCT
cana-4442	235	18	y.	y.	PROPN
cana-4442	235	19	,	,	PUNCT
cana-4442	235	20	&	&	CCONJ
cana-4442	235	21	manzagol	manzagol	PROPN
cana-4442	235	22	,	,	PUNCT
cana-4442	235	23	p.	p.	NOUN
cana-4442	235	24	(	(	PUNCT
cana-4442	235	25	2010	2010	NUM
cana-4442	235	26	)	)	PUNCT
cana-4442	235	27	.	.	PUNCT
cana-4442	236	1	stacked	stack	VERB
cana-4442	236	2	denoising	denoising	NOUN
cana-4442	236	3	autoencoders	autoencoder	NOUN
cana-4442	236	4	:	:	PUNCT
cana-4442	236	5	learning	learn	VERB
cana-4442	236	6	useful	useful	ADJ
cana-4442	236	7	representations	representation	NOUN
cana-4442	236	8	in	in	ADP
cana-4442	236	9	a	a	DET
cana-4442	236	10	deep	deep	ADJ
cana-4442	236	11	network	network	NOUN
cana-4442	236	12	with	with	ADP
cana-4442	236	13	a	a	DET
cana-4442	236	14	local	local	ADJ
cana-4442	236	15	denoising	denoising	NOUN
cana-4442	236	16	criterion	criterion	NOUN
cana-4442	236	17	.	.	PUNCT
cana-4442	237	1	journal	journal	NOUN
cana-4442	237	2	of	of	ADP
cana-4442	237	3	machine	machine	NOUN
cana-4442	237	4	learning	learn	VERB
cana-4442	237	5	research	research	NOUN
cana-4442	237	6	,	,	PUNCT
cana-4442	237	7	11	11	NUM
cana-4442	237	8	,	,	PUNCT
cana-4442	237	9	3371	3371	NUM
cana-4442	237	10	-	-	SYM
cana-4442	237	11	3408	3408	NUM
cana-4442	237	12	.	.	PUNCT
cana-4442	238	1	[	[	X
cana-4442	238	2	16	16	NUM
cana-4442	238	3	]	]	X
cana-4442	238	4	logeshwaran	logeshwaran	NOUN
cana-4442	238	5	,	,	PUNCT
cana-4442	238	6	j.	j.	PROPN
cana-4442	238	7	,	,	PUNCT
cana-4442	238	8	shanmugasundaram	shanmugasundaram	PROPN
cana-4442	238	9	,	,	PUNCT
cana-4442	238	10	n.	n.	NOUN
cana-4442	238	11	,	,	PUNCT
cana-4442	238	12	&	&	CCONJ
cana-4442	238	13	lloret	lloret	PROPN
cana-4442	238	14	,	,	PUNCT
cana-4442	238	15	j.	j.	PROPN
cana-4442	238	16	(	(	PUNCT
cana-4442	238	17	2023	2023	NUM
cana-4442	238	18	)	)	PUNCT
cana-4442	238	19	.	.	PUNCT
cana-4442	239	1	energy‐efficient	energy‐efficient	ADJ
cana-4442	239	2	resource	resource	NOUN
cana-4442	239	3	allocation	allocation	NOUN
cana-4442	239	4	model	model	NOUN
cana-4442	239	5	for	for	ADP
cana-4442	239	6	device‐to‐device	device‐to‐device	NOUN
cana-4442	239	7	communication	communication	NOUN
cana-4442	239	8	in	in	ADP
cana-4442	239	9	5	5	NUM
cana-4442	239	10	g	g	NOUN
cana-4442	239	11	wireless	wireless	ADJ
cana-4442	239	12	personal	personal	ADJ
cana-4442	239	13	area	area	NOUN
cana-4442	239	14	networks	network	NOUN
cana-4442	239	15	.	.	PUNCT
cana-4442	240	1	international	international	ADJ
cana-4442	240	2	journal	journal	NOUN
cana-4442	240	3	of	of	ADP
cana-4442	240	4	communication	communication	NOUN
cana-4442	240	5	systems	system	NOUN
cana-4442	240	6	,	,	PUNCT
cana-4442	240	7	36	36	NUM
cana-4442	240	8	.	.	PUNCT
cana-4442	241	1	[	[	X
cana-4442	241	2	17	17	NUM
cana-4442	241	3	]	]	X
cana-4442	241	4	tzitziou	tzitziou	NOUN
cana-4442	241	5	,	,	PUNCT
cana-4442	241	6	g.	g.	PROPN
cana-4442	241	7	,	,	PUNCT
cana-4442	241	8	dimara	dimara	PROPN
cana-4442	241	9	,	,	PUNCT
cana-4442	241	10	a.	a.	NOUN
cana-4442	241	11	,	,	PUNCT
cana-4442	241	12	papaioannou	papaioannou	PROPN
cana-4442	241	13	,	,	PUNCT
cana-4442	241	14	a.	a.	PROPN
cana-4442	241	15	,	,	PUNCT
cana-4442	241	16	krinidis	krinidis	PROPN
cana-4442	241	17	,	,	PUNCT
cana-4442	241	18	s.	s.	PROPN
cana-4442	241	19	,	,	PUNCT
cana-4442	241	20	anagnostopoulos	anagnostopoulos	PROPN
cana-4442	241	21	,	,	PUNCT
cana-4442	241	22	c.	c.	PROPN
cana-4442	241	23	n.	n.	PROPN
cana-4442	241	24	,	,	PUNCT
cana-4442	241	25	ioannidis	ioannidis	PROPN
cana-4442	241	26	,	,	PUNCT
cana-4442	241	27	d.	d.	PROPN
cana-4442	241	28	,	,	PUNCT
cana-4442	241	29	&	&	CCONJ
cana-4442	241	30	tzovaras	tzovaras	PROPN
cana-4442	241	31	,	,	PUNCT
cana-4442	241	32	d.	d.	PROPN
cana-4442	241	33	(	(	PUNCT
cana-4442	241	34	2023	2023	NUM
cana-4442	241	35	)	)	PUNCT
cana-4442	241	36	.	.	PUNCT
cana-4442	242	1	is	be	AUX
cana-4442	242	2	the	the	DET
cana-4442	242	3	residential	residential	ADJ
cana-4442	242	4	sector	sector	NOUN
cana-4442	242	5	ready	ready	ADJ
cana-4442	242	6	for	for	ADP
cana-4442	242	7	prescriptive	prescriptive	ADJ
cana-4442	242	8	maintenance	maintenance	NOUN
cana-4442	242	9	?	?	PUNCT
cana-4442	243	1	a	a	DET
cana-4442	243	2	short	short	ADJ
cana-4442	243	3	analysis	analysis	NOUN
cana-4442	243	4	.	.	PUNCT
cana-4442	244	1	2023	2023	NUM
cana-4442	244	2	ieee	ieee	NOUN
cana-4442	244	3	13th	13th	NOUN
cana-4442	244	4	annual	annual	ADJ
cana-4442	244	5	computing	computing	NOUN
cana-4442	244	6	and	and	CCONJ
cana-4442	244	7	communication	communication	NOUN
cana-4442	244	8	workshop	workshop	NOUN
cana-4442	244	9	and	and	CCONJ
cana-4442	244	10	conference	conference	NOUN
cana-4442	244	11	(	(	PUNCT
cana-4442	244	12	ccwc	ccwc	PROPN
cana-4442	244	13	)	)	PUNCT
cana-4442	244	14	.	.	PUNCT
cana-4442	245	1	[	[	X
cana-4442	245	2	18	18	NUM
cana-4442	245	3	]	]	SYM
cana-4442	245	4	su	su	PROPN
cana-4442	245	5	,	,	PUNCT
cana-4442	245	6	z.	z.	PROPN
cana-4442	245	7	,	,	PUNCT
cana-4442	245	8	zhang	zhang	PROPN
cana-4442	245	9	,	,	PUNCT
cana-4442	245	10	k.	k.	PROPN
cana-4442	245	11	,	,	PUNCT
cana-4442	245	12	&	&	CCONJ
cana-4442	245	13	liu	liu	PROPN
cana-4442	245	14	,	,	PUNCT
cana-4442	245	15	c.	c.	PROPN
cana-4442	245	16	(	(	PUNCT
cana-4442	245	17	2022	2022	NUM
cana-4442	245	18	)	)	PUNCT
cana-4442	245	19	.	.	PUNCT
cana-4442	245	20	dynamic	dynamic	ADJ
cana-4442	245	21	risk	risk	NOUN
cana-4442	245	22	assessment	assessment	NOUN
cana-4442	245	23	of	of	ADP
cana-4442	245	24	slope	slope	NOUN
cana-4442	245	25	stability	stability	NOUN
cana-4442	245	26	of	of	ADP
cana-4442	245	27	homogeneous	homogeneous	ADJ
cana-4442	245	28	earth	earth	NOUN
cana-4442	245	29	-	-	PUNCT
cana-4442	245	30	rock	rock	NOUN
cana-4442	245	31	dam	dam	NOUN
cana-4442	245	32	under	under	ADP
cana-4442	245	33	action	action	NOUN
cana-4442	245	34	of	of	ADP
cana-4442	245	35	multiple	multiple	ADJ
cana-4442	245	36	hazards	hazard	NOUN
cana-4442	245	37	.	.	PUNCT
cana-4442	246	1	simulation	simulation	NOUN
cana-4442	246	2	,	,	PUNCT
cana-4442	246	3	98	98	NUM
cana-4442	246	4	.	.	PUNCT
cana-4442	247	1	communications	communication	NOUN
cana-4442	247	2	on	on	ADP
cana-4442	247	3	applied	apply	VERB
cana-4442	247	4	nonlinear	nonlinear	ADJ
cana-4442	247	5	analysis	analysis	NOUN
cana-4442	247	6	issn	issn	NOUN
cana-4442	247	7	:	:	PUNCT
cana-4442	247	8	1074	1074	NUM
cana-4442	247	9	-	-	PUNCT
cana-4442	247	10	133x	133x	NUM
cana-4442	247	11	vol	vol	NOUN
cana-4442	247	12	32	32	NUM
cana-4442	247	13	no	no	NOUN
cana-4442	247	14	.	.	PUNCT
cana-4442	248	1	9s	9s	NUM
cana-4442	248	2	(	(	PUNCT
cana-4442	248	3	2025	2025	NUM
cana-4442	248	4	)	)	PUNCT
cana-4442	248	5	2020	2020	NUM
cana-4442	249	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	249	2	[	[	X
cana-4442	249	3	19	19	NUM
cana-4442	249	4	]	]	X
cana-4442	249	5	wang	wang	PROPN
cana-4442	249	6	,	,	PUNCT
cana-4442	249	7	j.	j.	PROPN
cana-4442	249	8	,	,	PUNCT
cana-4442	249	9	sun	sun	PROPN
cana-4442	249	10	,	,	PUNCT
cana-4442	249	11	z.	z.	PROPN
cana-4442	249	12	,	,	PUNCT
cana-4442	249	13	bao	bao	PROPN
cana-4442	249	14	,	,	PUNCT
cana-4442	249	15	b.	b.	PROPN
cana-4442	249	16	,	,	PUNCT
cana-4442	249	17	&	&	CCONJ
cana-4442	249	18	shi	shi	PROPN
cana-4442	249	19	,	,	PUNCT
cana-4442	249	20	d.	d.	PROPN
cana-4442	249	21	(	(	PUNCT
cana-4442	249	22	2019	2019	NUM
cana-4442	249	23	)	)	PUNCT
cana-4442	249	24	.	.	PUNCT
cana-4442	250	1	malicious	malicious	ADJ
cana-4442	250	2	synchrophasor	synchrophasor	NOUN
cana-4442	250	3	detection	detection	NOUN
cana-4442	250	4	based	base	VERB
cana-4442	250	5	on	on	ADP
cana-4442	250	6	highly	highly	ADV
cana-4442	250	7	imbalanced	imbalanced	ADJ
cana-4442	250	8	historical	historical	ADJ
cana-4442	250	9	operational	operational	ADJ
cana-4442	250	10	data	datum	NOUN
cana-4442	250	11	.	.	PUNCT
cana-4442	251	1	csee	csee	PROPN
cana-4442	251	2	journal	journal	PROPN
cana-4442	251	3	of	of	ADP
cana-4442	251	4	power	power	NOUN
cana-4442	251	5	and	and	CCONJ
cana-4442	251	6	energy	energy	NOUN
cana-4442	251	7	systems	system	NOUN
cana-4442	251	8	.	.	PUNCT
cana-4442	252	1	[	[	X
cana-4442	252	2	20	20	NUM
cana-4442	252	3	]	]	PUNCT
cana-4442	252	4	graf	graf	PROPN
cana-4442	252	5	,	,	PUNCT
cana-4442	252	6	r.	r.	PROPN
cana-4442	252	7	,	,	PUNCT
cana-4442	252	8	zeldovich	zeldovich	NOUN
cana-4442	252	9	,	,	PUNCT
cana-4442	252	10	m.	m.	NOUN
cana-4442	252	11	,	,	PUNCT
cana-4442	252	12	&	&	CCONJ
cana-4442	252	13	friedrich	friedrich	PROPN
cana-4442	252	14	,	,	PUNCT
cana-4442	252	15	s.	s.	PROPN
cana-4442	252	16	(	(	PUNCT
cana-4442	252	17	2022	2022	NUM
cana-4442	252	18	)	)	PUNCT
cana-4442	252	19	.	.	PUNCT
cana-4442	253	1	comparing	compare	VERB
cana-4442	253	2	linear	linear	ADJ
cana-4442	253	3	discriminant	discriminant	ADJ
cana-4442	253	4	analysis	analysis	NOUN
cana-4442	253	5	and	and	CCONJ
cana-4442	253	6	supervised	supervise	VERB
cana-4442	253	7	learning	learn	VERB
cana-4442	253	8	algorithms	algorithm	NOUN
cana-4442	253	9	for	for	ADP
cana-4442	253	10	binary	binary	ADJ
cana-4442	253	11	classification	classification	NOUN
cana-4442	253	12	—	—	PUNCT
cana-4442	253	13	a	a	DET
cana-4442	253	14	method	method	ADJ
cana-4442	253	15	comparison	comparison	NOUN
cana-4442	253	16	study	study	NOUN
cana-4442	253	17	.	.	PUNCT
cana-4442	254	1	biometrical	biometrical	ADJ
cana-4442	254	2	journal	journal	NOUN
cana-4442	254	3	.	.	PUNCT
cana-4442	255	1	[	[	X
cana-4442	255	2	21	21	NUM
cana-4442	255	3	]	]	PUNCT
cana-4442	255	4	iparraguirre	iparraguirre	PROPN
cana-4442	255	5	-	-	PUNCT
cana-4442	255	6	villanueva	villanueva	PROPN
cana-4442	255	7	,	,	PUNCT
cana-4442	255	8	o.	o.	PROPN
cana-4442	255	9	,	,	PUNCT
cana-4442	255	10	guevara	guevara	PROPN
cana-4442	255	11	-	-	PUNCT
cana-4442	255	12	ponce	ponce	NOUN
cana-4442	255	13	,	,	PUNCT
cana-4442	255	14	v.	v.	PROPN
cana-4442	255	15	,	,	PUNCT
cana-4442	255	16	sierra	sierra	PROPN
cana-4442	255	17	-	-	PUNCT
cana-4442	255	18	liñan	liñan	PROPN
cana-4442	255	19	,	,	PUNCT
cana-4442	255	20	f.	f.	PROPN
cana-4442	255	21	,	,	PUNCT
cana-4442	255	22	beltozar	beltozar	NOUN
cana-4442	255	23	-	-	PUNCT
cana-4442	255	24	clemente	clemente	PROPN
cana-4442	255	25	,	,	PUNCT
cana-4442	255	26	s.	s.	PROPN
cana-4442	255	27	,	,	PUNCT
cana-4442	255	28	&	&	CCONJ
cana-4442	255	29	cabanillas	cabanilla	NOUN
cana-4442	255	30	-	-	PUNCT
cana-4442	255	31	carbonell	carbonell	ADJ
cana-4442	255	32	,	,	PUNCT
cana-4442	255	33	m.	m.	NOUN
cana-4442	255	34	(	(	PUNCT
cana-4442	255	35	2022	2022	NUM
cana-4442	255	36	)	)	PUNCT
cana-4442	255	37	.	.	PUNCT
cana-4442	256	1	sentiment	sentiment	NOUN
cana-4442	256	2	analysis	analysis	NOUN
cana-4442	256	3	of	of	ADP
cana-4442	256	4	tweets	tweet	NOUN
cana-4442	256	5	using	use	VERB
cana-4442	256	6	unsupervised	unsupervised	ADJ
cana-4442	256	7	learning	learning	NOUN
cana-4442	256	8	techniques	technique	NOUN
cana-4442	256	9	and	and	CCONJ
cana-4442	256	10	the	the	DET
cana-4442	256	11	k	k	NOUN
cana-4442	256	12	-	-	PUNCT
cana-4442	256	13	means	means	NOUN
cana-4442	256	14	algorithm	algorithm	NOUN
cana-4442	256	15	.	.	PUNCT
cana-4442	257	1	international	international	ADJ
cana-4442	257	2	journal	journal	PROPN
cana-4442	257	3	of	of	ADP
cana-4442	257	4	advanced	advanced	ADJ
cana-4442	257	5	computer	computer	NOUN
cana-4442	257	6	science	science	NOUN
cana-4442	257	7	and	and	CCONJ
cana-4442	257	8	applications	application	NOUN
cana-4442	257	9	.	.	PUNCT
cana-4442	258	1	[	[	X
cana-4442	258	2	22	22	NUM
cana-4442	258	3	]	]	X
cana-4442	258	4	rajesh	rajesh	PROPN
cana-4442	258	5	,	,	PUNCT
cana-4442	258	6	k.	k.	PROPN
cana-4442	258	7	n.	n.	PROPN
cana-4442	259	1	v.	v.	PROPN
cana-4442	259	2	p.	p.	PROPN
cana-4442	259	3	s.	s.	PROPN
cana-4442	259	4	,	,	PUNCT
cana-4442	259	5	rao	rao	PROPN
cana-4442	259	6	,	,	PUNCT
cana-4442	259	7	u.	u.	PROPN
cana-4442	259	8	,	,	PUNCT
cana-4442	259	9	fofana	fofana	PROPN
cana-4442	259	10	,	,	PUNCT
cana-4442	259	11	i.	i.	PROPN
cana-4442	259	12	,	,	PUNCT
cana-4442	259	13	rózga	rózga	PROPN
cana-4442	259	14	,	,	PUNCT
cana-4442	259	15	p.	p.	PROPN
cana-4442	259	16	,	,	PUNCT
cana-4442	259	17	&	&	CCONJ
cana-4442	259	18	paramane	paramane	PROPN
cana-4442	259	19	,	,	PUNCT
cana-4442	259	20	a.	a.	NOUN
cana-4442	259	21	(	(	PUNCT
cana-4442	259	22	2023	2023	NUM
cana-4442	259	23	)	)	PUNCT
cana-4442	260	1	.	.	PUNCT
cana-4442	261	1	influence	influence	NOUN
cana-4442	261	2	of	of	ADP
cana-4442	261	3	data	datum	NOUN
cana-4442	261	4	balancing	balance	VERB
cana-4442	261	5	on	on	ADP
cana-4442	261	6	transformer	transformer	NOUN
cana-4442	261	7	dga	dga	NOUN
cana-4442	261	8	fault	fault	NOUN
cana-4442	261	9	classification	classification	NOUN
cana-4442	261	10	with	with	ADP
cana-4442	261	11	machine	machine	NOUN
cana-4442	261	12	learning	learn	VERB
cana-4442	261	13	algorithms	algorithm	NOUN
cana-4442	261	14	.	.	PUNCT
cana-4442	262	1	ieee	ieee	NOUN
cana-4442	262	2	transactions	transaction	NOUN
cana-4442	262	3	on	on	ADP
cana-4442	262	4	dielectrics	dielectric	NOUN
cana-4442	262	5	and	and	CCONJ
cana-4442	262	6	electrical	electrical	ADJ
cana-4442	262	7	insulation	insulation	NOUN
cana-4442	262	8	,	,	PUNCT
cana-4442	262	9	30	30	NUM
cana-4442	262	10	,	,	PUNCT
cana-4442	262	11	385	385	NUM
cana-4442	262	12	-	-	SYM
cana-4442	262	13	392	392	NUM
cana-4442	262	14	.	.	PUNCT
cana-4442	263	1	[	[	X
cana-4442	263	2	23	23	NUM
cana-4442	263	3	]	]	X
cana-4442	263	4	baidoo	baidoo	PROPN
cana-4442	263	5	-	-	PUNCT
cana-4442	263	6	anu	anu	PROPN
cana-4442	263	7	,	,	PUNCT
cana-4442	263	8	d.	d.	PROPN
cana-4442	263	9	,	,	PUNCT
cana-4442	263	10	&	&	CCONJ
cana-4442	263	11	ansah	ansah	PROPN
cana-4442	263	12	,	,	PUNCT
cana-4442	263	13	l.	l.	PROPN
cana-4442	263	14	o.	o.	PROPN
cana-4442	263	15	(	(	PUNCT
cana-4442	263	16	2023	2023	NUM
cana-4442	263	17	)	)	PUNCT
cana-4442	263	18	.	.	PUNCT
cana-4442	264	1	education	education	NOUN
cana-4442	264	2	in	in	ADP
cana-4442	264	3	the	the	DET
cana-4442	264	4	era	era	NOUN
cana-4442	264	5	of	of	ADP
cana-4442	264	6	generative	generative	ADJ
cana-4442	264	7	artificial	artificial	ADJ
cana-4442	264	8	intelligence	intelligence	NOUN
cana-4442	264	9	(	(	PUNCT
cana-4442	264	10	ai	ai	AUX
cana-4442	264	11	):	):	PUNCT
cana-4442	264	12	understanding	understand	VERB
cana-4442	264	13	the	the	DET
cana-4442	264	14	potential	potential	ADJ
cana-4442	264	15	benefits	benefit	NOUN
cana-4442	264	16	of	of	ADP
cana-4442	264	17	chatgpt	chatgpt	NOUN
cana-4442	264	18	in	in	ADP
cana-4442	264	19	promoting	promote	VERB
cana-4442	264	20	teaching	teaching	NOUN
cana-4442	264	21	and	and	CCONJ
cana-4442	264	22	learning	learning	NOUN
cana-4442	264	23	.	.	PUNCT
cana-4442	265	1	ssrn	ssrn	PROPN
cana-4442	265	2	electronic	electronic	ADJ
cana-4442	265	3	journal	journal	NOUN
cana-4442	265	4	.	.	PUNCT
cana-4442	266	1	[	[	X
cana-4442	266	2	24	24	NUM
cana-4442	266	3	]	]	SYM
cana-4442	266	4	rasool	rasool	NOUN
cana-4442	266	5	,	,	PUNCT
cana-4442	266	6	a.	a.	NOUN
cana-4442	266	7	,	,	PUNCT
cana-4442	266	8	bunterngchit	bunterngchit	NOUN
cana-4442	266	9	,	,	PUNCT
cana-4442	266	10	c.	c.	PROPN
cana-4442	266	11	,	,	PUNCT
cana-4442	266	12	luo	luo	PROPN
cana-4442	266	13	,	,	PUNCT
cana-4442	266	14	t.	t.	PROPN
cana-4442	266	15	,	,	PUNCT
cana-4442	266	16	islam	islam	PROPN
cana-4442	266	17	,	,	PUNCT
cana-4442	266	18	m.	m.	PROPN
cana-4442	266	19	r.	r.	PROPN
cana-4442	266	20	,	,	PUNCT
cana-4442	266	21	qu	qu	PROPN
cana-4442	266	22	,	,	PUNCT
cana-4442	266	23	q.	q.	PROPN
cana-4442	266	24	,	,	PUNCT
cana-4442	266	25	&	&	CCONJ
cana-4442	266	26	jiang	jiang	PROPN
cana-4442	266	27	,	,	PUNCT
cana-4442	266	28	q.	q.	PROPN
cana-4442	266	29	(	(	PUNCT
cana-4442	266	30	2022	2022	NUM
cana-4442	266	31	)	)	PUNCT
cana-4442	266	32	.	.	PUNCT
cana-4442	267	1	improved	improved	ADJ
cana-4442	267	2	machine	machine	NOUN
cana-4442	267	3	learning	learning	NOUN
cana-4442	267	4	-	-	PUNCT
cana-4442	267	5	based	base	VERB
cana-4442	267	6	predictive	predictive	ADJ
cana-4442	267	7	models	model	NOUN
cana-4442	267	8	for	for	ADP
cana-4442	267	9	breast	breast	NOUN
cana-4442	267	10	cancer	cancer	NOUN
cana-4442	267	11	diagnosis	diagnosis	NOUN
cana-4442	267	12	.	.	PUNCT
cana-4442	268	1	international	international	ADJ
cana-4442	268	2	journal	journal	PROPN
cana-4442	268	3	of	of	ADP
cana-4442	268	4	environmental	environmental	ADJ
cana-4442	268	5	research	research	NOUN
cana-4442	268	6	and	and	CCONJ
cana-4442	268	7	public	public	ADJ
cana-4442	268	8	health	health	NOUN
cana-4442	268	9	.	.	PUNCT
cana-4442	269	1	[	[	X
cana-4442	269	2	25	25	NUM
cana-4442	269	3	]	]	X
cana-4442	269	4	zhang	zhang	PROPN
cana-4442	269	5	,	,	PUNCT
cana-4442	269	6	d.	d.	PROPN
cana-4442	269	7	,	,	PUNCT
cana-4442	269	8	malkin	malkin	PROPN
cana-4442	269	9	,	,	PUNCT
cana-4442	269	10	n.	n.	PROPN
cana-4442	269	11	,	,	PUNCT
cana-4442	269	12	liu	liu	PROPN
cana-4442	269	13	,	,	PUNCT
cana-4442	269	14	z.	z.	PROPN
cana-4442	269	15	,	,	PUNCT
cana-4442	269	16	volokhova	volokhova	PROPN
cana-4442	269	17	,	,	PUNCT
cana-4442	269	18	a.	a.	NOUN
cana-4442	269	19	,	,	PUNCT
cana-4442	269	20	courville	courville	NOUN
cana-4442	269	21	,	,	PUNCT
cana-4442	269	22	a.	a.	PROPN
cana-4442	269	23	c.	c.	PROPN
cana-4442	269	24	,	,	PUNCT
cana-4442	269	25	&	&	CCONJ
cana-4442	269	26	bengio	bengio	PROPN
cana-4442	269	27	,	,	PUNCT
cana-4442	269	28	y.	y.	PROPN
cana-4442	269	29	(	(	PUNCT
cana-4442	269	30	2022	2022	NUM
cana-4442	269	31	)	)	PUNCT
cana-4442	269	32	.	.	PUNCT
cana-4442	270	1	generative	generative	ADJ
cana-4442	270	2	flow	flow	NOUN
cana-4442	270	3	networks	network	NOUN
cana-4442	270	4	for	for	ADP
cana-4442	270	5	discrete	discrete	ADJ
cana-4442	270	6	probabilistic	probabilistic	ADJ
cana-4442	270	7	modeling	modeling	NOUN
cana-4442	270	8	.	.	PUNCT
cana-4442	271	1	international	international	ADJ
cana-4442	271	2	conference	conference	NOUN
cana-4442	271	3	on	on	ADP
cana-4442	271	4	machine	machine	NOUN
cana-4442	271	5	learning.lorem	learning.lorem	PROPN
cana-4442	271	6	ipsum	ipsum	PROPN
cana-4442	271	7	dolor	dolor	PROPN
cana-4442	271	8	sit	sit	PROPN
cana-4442	271	9	amet	amet	PROPN
cana-4442	271	10	,	,	PUNCT
cana-4442	271	11	consecteturadipiscingelit	consecteturadipiscingelit	VERB
cana-4442	271	12	,	,	PUNCT
cana-4442	271	13	sed	se	VERB
cana-4442	271	14	do	do	AUX
cana-4442	271	15	eiusmodtemporincididuntut	eiusmodtemporincididuntut	PROPN
cana-4442	271	16	labore	labore	PROPN
cana-4442	271	17	et	et	PROPN
cana-4442	271	18	dolore	dolore	PROPN
cana-4442	271	19	magna	magna	PROPN
cana-4442	271	20	aliqua	aliqua	PROPN
cana-4442	271	21	.	.	PUNCT
cana-4442	272	1	[	[	X
cana-4442	272	2	26	26	NUM
cana-4442	272	3	]	]	X
cana-4442	272	4	tian	tian	PROPN
cana-4442	272	5	,	,	PUNCT
cana-4442	272	6	c.	c.	PROPN
cana-4442	272	7	,	,	PUNCT
cana-4442	272	8	xu	xu	PROPN
cana-4442	272	9	,	,	PUNCT
cana-4442	272	10	z.	z.	PROPN
cana-4442	272	11	,	,	PUNCT
cana-4442	272	12	wang	wang	PROPN
cana-4442	272	13	,	,	PUNCT
cana-4442	272	14	l.	l.	PROPN
cana-4442	272	15	,	,	PUNCT
cana-4442	272	16	&	&	CCONJ
cana-4442	272	17	liu	liu	PROPN
cana-4442	272	18	,	,	PUNCT
cana-4442	272	19	y.	y.	PROPN
cana-4442	272	20	(	(	PUNCT
cana-4442	272	21	2023	2023	NUM
cana-4442	272	22	)	)	PUNCT
cana-4442	272	23	.	.	PUNCT
cana-4442	273	1	arc	arc	NOUN
cana-4442	273	2	fault	fault	NOUN
cana-4442	273	3	detection	detection	NOUN
cana-4442	273	4	using	use	VERB
cana-4442	273	5	artificial	artificial	ADJ
cana-4442	273	6	intelligence	intelligence	NOUN
cana-4442	273	7	:	:	PUNCT
cana-4442	273	8	challenges	challenge	NOUN
cana-4442	273	9	and	and	CCONJ
cana-4442	273	10	benefits	benefit	NOUN
cana-4442	273	11	.	.	PUNCT
cana-4442	274	1	mathematical	mathematical	ADJ
cana-4442	274	2	biosciences	bioscience	NOUN
cana-4442	274	3	and	and	CCONJ
cana-4442	274	4	engineering	engineering	NOUN
cana-4442	274	5	:	:	PUNCT
cana-4442	274	6	mbe	mbe	PROPN
cana-4442	274	7	,	,	PUNCT
cana-4442	274	8	20(7	20(7	NUM
cana-4442	274	9	)	)	PUNCT
cana-4442	274	10	,	,	PUNCT
cana-4442	274	11	1240412432	1240412432	NUM
cana-4442	274	12	.	.	PUNCT
cana-4442	275	1	[	[	X
cana-4442	275	2	27	27	NUM
cana-4442	275	3	]	]	SYM
cana-4442	275	4	hack	hack	NOUN
cana-4442	275	5	,	,	PUNCT
cana-4442	275	6	k.	k.	PROPN
cana-4442	275	7	,	,	PUNCT
cana-4442	275	8	levy	levy	NOUN
cana-4442	275	9	,	,	PUNCT
cana-4442	275	10	m.	m.	NOUN
cana-4442	275	11	,	,	PUNCT
cana-4442	275	12	garfinkel	garfinkel	PROPN
cana-4442	275	13	,	,	PUNCT
cana-4442	275	14	e.	e.	PROPN
cana-4442	275	15	,	,	PUNCT
cana-4442	275	16	&	&	CCONJ
cana-4442	275	17	margolis	margolis	PROPN
cana-4442	275	18	,	,	PUNCT
cana-4442	275	19	a.	a.	NOUN
cana-4442	275	20	m.	m.	NOUN
cana-4442	275	21	(	(	PUNCT
cana-4442	275	22	2022	2022	NUM
cana-4442	275	23	)	)	PUNCT
cana-4442	275	24	.	.	PUNCT
cana-4442	276	1	establishing	establish	VERB
cana-4442	276	2	consensus‐based	consensus‐based	ADJ
cana-4442	276	3	high‐acuity	high‐acuity	NOUN
cana-4442	276	4	low‐occurrence	low‐occurrence	NOUN
cana-4442	276	5	skills	skill	NOUN
cana-4442	276	6	for	for	ADP
cana-4442	276	7	ems	ems	PROPN
cana-4442	276	8	physicians	physician	NOUN
cana-4442	276	9	:	:	PUNCT
cana-4442	276	10	a	a	DET
cana-4442	276	11	pilot	pilot	NOUN
cana-4442	276	12	survey	survey	NOUN
cana-4442	276	13	of	of	ADP
cana-4442	276	14	ems	ems	PROPN
cana-4442	276	15	fellowship	fellowship	NOUN
cana-4442	276	16	faculty	faculty	NOUN
cana-4442	276	17	.	.	PUNCT
cana-4442	277	1	aem	aem	PROPN
cana-4442	277	2	education	education	PROPN
cana-4442	277	3	and	and	CCONJ
cana-4442	277	4	training	training	NOUN
cana-4442	277	5	,	,	PUNCT
cana-4442	277	6	6	6	NUM
cana-4442	277	7	.	.	PUNCT
cana-4442	278	1	[	[	X
cana-4442	278	2	28	28	NUM
cana-4442	278	3	]	]	X
cana-4442	278	4	savinykh	savinykh	NOUN
cana-4442	278	5	,	,	PUNCT
cana-4442	278	6	a.	a.	NOUN
cana-4442	278	7	,	,	PUNCT
cana-4442	278	8	kurenkov	kurenkov	PROPN
cana-4442	278	9	,	,	PUNCT
cana-4442	278	10	m.	m.	NOUN
cana-4442	278	11	,	,	PUNCT
cana-4442	278	12	kruzhkov	kruzhkov	PROPN
cana-4442	278	13	,	,	PUNCT
cana-4442	278	14	e.	e.	PROPN
cana-4442	278	15	,	,	PUNCT
cana-4442	278	16	yudin	yudin	PROPN
cana-4442	278	17	,	,	PUNCT
cana-4442	278	18	e.	e.	PROPN
cana-4442	278	19	,	,	PUNCT
cana-4442	278	20	potapov	potapov	PROPN
cana-4442	278	21	,	,	PUNCT
cana-4442	278	22	a.	a.	PROPN
cana-4442	278	23	,	,	PUNCT
cana-4442	278	24	karpyshev	karpyshev	PROPN
cana-4442	278	25	,	,	PUNCT
cana-4442	278	26	p.	p.	NOUN
cana-4442	278	27	a.	a.	NOUN
cana-4442	278	28	,	,	PUNCT
cana-4442	278	29	&	&	CCONJ
cana-4442	278	30	tsetserukou	tsetserukou	PROPN
cana-4442	278	31	,	,	PUNCT
cana-4442	278	32	d.	d.	PROPN
cana-4442	278	33	(	(	PUNCT
cana-4442	278	34	2022	2022	NUM
cana-4442	278	35	)	)	PUNCT
cana-4442	278	36	.	.	PUNCT
cana-4442	279	1	darkslam	darkslam	NOUN
cana-4442	279	2	:	:	PUNCT
cana-4442	279	3	gan	gin	VERB
cana-4442	279	4	-	-	PUNCT
cana-4442	279	5	assisted	assist	VERB
cana-4442	279	6	visual	visual	ADJ
cana-4442	279	7	slam	slam	NOUN
cana-4442	279	8	for	for	ADP
cana-4442	279	9	reliable	reliable	ADJ
cana-4442	279	10	operation	operation	NOUN
cana-4442	279	11	in	in	ADP
cana-4442	279	12	low	low	ADJ
cana-4442	279	13	-	-	PUNCT
cana-4442	279	14	light	light	NOUN
cana-4442	279	15	conditions	condition	NOUN
cana-4442	279	16	.	.	PUNCT
cana-4442	280	1	2022	2022	NUM
cana-4442	280	2	ieee	ieee	NOUN
cana-4442	280	3	95th	95th	ADJ
cana-4442	280	4	vehicular	vehicular	ADJ
cana-4442	280	5	technology	technology	NOUN
cana-4442	280	6	conference	conference	NOUN
cana-4442	280	7	:	:	PUNCT
cana-4442	280	8	(	(	PUNCT
cana-4442	280	9	vtc2022	vtc2022	NOUN
cana-4442	280	10	-	-	PUNCT
cana-4442	280	11	spring	spring	NOUN
cana-4442	280	12	)	)	PUNCT
cana-4442	280	13	.	.	PUNCT
cana-4442	281	1	[	[	X
cana-4442	281	2	29	29	NUM
cana-4442	281	3	]	]	PUNCT
cana-4442	281	4	sayed	say	VERB
cana-4442	281	5	,	,	PUNCT
cana-4442	281	6	a.	a.	PROPN
cana-4442	281	7	,	,	PUNCT
cana-4442	281	8	wang	wang	PROPN
cana-4442	281	9	,	,	PUNCT
cana-4442	281	10	c.	c.	PROPN
cana-4442	281	11	,	,	PUNCT
cana-4442	281	12	anis	anis	PROPN
cana-4442	281	13	,	,	PUNCT
cana-4442	281	14	h.	h.	PROPN
cana-4442	281	15	i.	i.	PROPN
cana-4442	281	16	,	,	PUNCT
cana-4442	281	17	&	&	CCONJ
cana-4442	281	18	bi	bi	PROPN
cana-4442	281	19	,	,	PUNCT
cana-4442	281	20	t.	t.	PROPN
cana-4442	281	21	(	(	PUNCT
cana-4442	281	22	2023	2023	NUM
cana-4442	281	23	)	)	PUNCT
cana-4442	281	24	.	.	PUNCT
cana-4442	282	1	feasibility	feasibility	NOUN
cana-4442	282	2	constrained	constrain	VERB
cana-4442	282	3	online	online	ADJ
cana-4442	282	4	calculation	calculation	NOUN
cana-4442	282	5	for	for	ADP
cana-4442	282	6	real	real	ADJ
cana-4442	282	7	-	-	PUNCT
cana-4442	282	8	time	time	NOUN
cana-4442	282	9	optimal	optimal	ADJ
cana-4442	282	10	power	power	NOUN
cana-4442	282	11	flow	flow	NOUN
cana-4442	282	12	:	:	PUNCT
cana-4442	282	13	a	a	DET
cana-4442	282	14	convex	convex	NOUN
cana-4442	282	15	constrained	constrain	VERB
cana-4442	282	16	deep	deep	ADJ
cana-4442	282	17	reinforcement	reinforcement	NOUN
cana-4442	282	18	learning	learning	NOUN
cana-4442	282	19	approach	approach	NOUN
cana-4442	282	20	.	.	PUNCT
cana-4442	283	1	ieee	ieee	NOUN
cana-4442	283	2	transactions	transaction	NOUN
cana-4442	283	3	on	on	ADP
cana-4442	283	4	power	power	NOUN
cana-4442	283	5	systems	system	NOUN
cana-4442	283	6	,	,	PUNCT
cana-4442	283	7	38	38	NUM
cana-4442	283	8	,	,	PUNCT
cana-4442	283	9	5215	5215	NUM
cana-4442	283	10	-	-	SYM
cana-4442	283	11	5227	5227	NUM
cana-4442	283	12	.	.	PUNCT
cana-4442	284	1	[	[	X
cana-4442	284	2	30	30	NUM
cana-4442	284	3	]	]	X
cana-4442	284	4	huang	huang	PROPN
cana-4442	284	5	,	,	PUNCT
cana-4442	284	6	b.	b.	PROPN
cana-4442	284	7	,	,	PUNCT
cana-4442	284	8	&	&	CCONJ
cana-4442	284	9	wang	wang	PROPN
cana-4442	284	10	,	,	PUNCT
cana-4442	284	11	j.	j.	PROPN
cana-4442	284	12	(	(	PUNCT
cana-4442	284	13	2023	2023	NUM
cana-4442	284	14	)	)	PUNCT
cana-4442	284	15	.	.	PUNCT
cana-4442	285	1	applications	application	NOUN
cana-4442	285	2	of	of	ADP
cana-4442	285	3	physics	physics	NOUN
cana-4442	285	4	-	-	PUNCT
cana-4442	285	5	informed	inform	VERB
cana-4442	285	6	neural	neural	ADJ
cana-4442	285	7	networks	network	NOUN
cana-4442	285	8	in	in	ADP
cana-4442	285	9	power	power	NOUN
cana-4442	285	10	systems	system	NOUN
cana-4442	285	11	a	a	DET
cana-4442	285	12	review	review	NOUN
cana-4442	285	13	.	.	PUNCT
cana-4442	286	1	ieee	ieee	NOUN
cana-4442	286	2	transactions	transaction	NOUN
cana-4442	286	3	on	on	ADP
cana-4442	286	4	power	power	NOUN
cana-4442	286	5	systems	system	NOUN
cana-4442	286	6	,	,	PUNCT
cana-4442	286	7	38	38	NUM
cana-4442	286	8	,	,	PUNCT
cana-4442	286	9	572	572	NUM
cana-4442	286	10	-	-	SYM
cana-4442	286	11	588	588	NUM
cana-4442	286	12	.	.	PUNCT
cana-4442	287	1	[	[	X
cana-4442	287	2	31	31	NUM
cana-4442	287	3	]	]	X
cana-4442	287	4	tan	tan	PROPN
cana-4442	287	5	,	,	PUNCT
cana-4442	287	6	m.	m.	NOUN
cana-4442	287	7	,	,	PUNCT
cana-4442	287	8	&	&	CCONJ
cana-4442	287	9	le	le	PROPN
cana-4442	287	10	,	,	PUNCT
cana-4442	287	11	q.	q.	PROPN
cana-4442	287	12	v.	v.	PROPN
cana-4442	287	13	(	(	PUNCT
cana-4442	287	14	2019	2019	NUM
cana-4442	287	15	)	)	PUNCT
cana-4442	287	16	.	.	PUNCT
cana-4442	287	17	efficientnet	efficientnet	PROPN
cana-4442	287	18	:	:	PUNCT
cana-4442	287	19	rethinking	rethink	VERB
cana-4442	287	20	model	model	NOUN
cana-4442	287	21	scaling	scale	VERB
cana-4442	287	22	for	for	ADP
cana-4442	287	23	convolutional	convolutional	ADJ
cana-4442	287	24	neural	neural	ADJ
cana-4442	287	25	networks	network	NOUN
cana-4442	287	26	.	.	PUNCT
cana-4442	288	1	in	in	ADP
cana-4442	288	2	international	international	ADJ
cana-4442	288	3	conference	conference	NOUN
cana-4442	288	4	on	on	ADP
cana-4442	288	5	machine	machine	NOUN
cana-4442	288	6	learning	learning	NOUN
cana-4442	288	7	(	(	PUNCT
cana-4442	288	8	pp	pp	ADJ
cana-4442	288	9	.	.	PUNCT
cana-4442	288	10	abs/1905.11946	abs/1905.11946	NOUN
cana-4442	288	11	)	)	PUNCT
cana-4442	288	12	.	.	PUNCT
cana-4442	289	1	arxiv	arxiv	PROPN
cana-4442	289	2	.	.	PUNCT
cana-4442	290	1	[	[	X
cana-4442	290	2	32	32	NUM
cana-4442	290	3	]	]	X
cana-4442	290	4	van	van	PROPN
cana-4442	290	5	,	,	PUNCT
cana-4442	290	6	l.	l.	PROPN
cana-4442	290	7	p.	p.	PROPN
cana-4442	290	8	,	,	PUNCT
cana-4442	290	9	do	do	VERB
cana-4442	290	10	chi	chi	PROPN
cana-4442	290	11	,	,	PUNCT
cana-4442	290	12	k.	k.	PROPN
cana-4442	290	13	,	,	PUNCT
cana-4442	290	14	&	&	CCONJ
cana-4442	290	15	duc	duc	PROPN
cana-4442	290	16	,	,	PUNCT
cana-4442	290	17	t.	t.	PROPN
cana-4442	290	18	n.	n.	PROPN
cana-4442	290	19	(	(	PUNCT
cana-4442	290	20	2023	2023	NUM
cana-4442	290	21	)	)	PUNCT
cana-4442	290	22	.	.	PUNCT
cana-4442	291	1	review	review	NOUN
cana-4442	291	2	of	of	ADP
cana-4442	291	3	hydrogen	hydrogen	NOUN
cana-4442	291	4	technologies	technology	NOUN
cana-4442	291	5	based	base	VERB
cana-4442	291	6	microgrid	microgrid	NOUN
cana-4442	291	7	:	:	PUNCT
cana-4442	291	8	energy	energy	NOUN
cana-4442	291	9	management	management	NOUN
cana-4442	291	10	systems	system	NOUN
cana-4442	291	11	,	,	PUNCT
cana-4442	291	12	challenges	challenge	NOUN
cana-4442	291	13	and	and	CCONJ
cana-4442	291	14	future	future	ADJ
cana-4442	291	15	recommendations	recommendation	NOUN
cana-4442	291	16	.	.	PUNCT
cana-4442	292	1	international	international	ADJ
cana-4442	292	2	journal	journal	NOUN
cana-4442	292	3	of	of	ADP
cana-4442	292	4	hydrogen	hydrogen	NOUN
cana-4442	292	5	energy	energy	NOUN
cana-4442	292	6	.	.	PUNCT
cana-4442	293	1	communications	communication	NOUN
cana-4442	293	2	on	on	ADP
cana-4442	293	3	applied	apply	VERB
cana-4442	293	4	nonlinear	nonlinear	ADJ
cana-4442	293	5	analysis	analysis	NOUN
cana-4442	293	6	issn	issn	NOUN
cana-4442	293	7	:	:	PUNCT
cana-4442	293	8	1074	1074	NUM
cana-4442	293	9	-	-	PUNCT
cana-4442	293	10	133x	133x	NUM
cana-4442	293	11	vol	vol	NOUN
cana-4442	293	12	32	32	NUM
cana-4442	293	13	no	no	NOUN
cana-4442	293	14	.	.	PUNCT
cana-4442	294	1	9s	9s	NUM
cana-4442	294	2	(	(	PUNCT
cana-4442	294	3	2025	2025	NUM
cana-4442	294	4	)	)	PUNCT
cana-4442	294	5	2021	2021	NUM
cana-4442	294	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	295	1	[	[	X
cana-4442	295	2	33	33	NUM
cana-4442	295	3	]	]	X
cana-4442	295	4	ali	ali	PROPN
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cana-4442	295	6	y.	y.	PROPN
cana-4442	295	7	a.	a.	PROPN
cana-4442	295	8	,	,	PUNCT
cana-4442	295	9	awwad	awwad	PROPN
cana-4442	295	10	,	,	PUNCT
cana-4442	295	11	e.	e.	PROPN
cana-4442	295	12	m.	m.	PROPN
cana-4442	295	13	,	,	PUNCT
cana-4442	295	14	al	al	PROPN
cana-4442	295	15	-	-	PUNCT
cana-4442	295	16	razgan	razgan	NOUN
cana-4442	295	17	,	,	PUNCT
cana-4442	295	18	m.	m.	NOUN
cana-4442	295	19	,	,	PUNCT
cana-4442	295	20	&	&	CCONJ
cana-4442	295	21	maarouf	maarouf	PROPN
cana-4442	295	22	,	,	PUNCT
cana-4442	295	23	a.	a.	NOUN
cana-4442	295	24	(	(	PUNCT
cana-4442	295	25	2023	2023	NUM
cana-4442	295	26	)	)	PUNCT
cana-4442	295	27	.	.	PUNCT
cana-4442	296	1	hyperparameter	hyperparameter	NOUN
cana-4442	296	2	search	search	NOUN
cana-4442	296	3	for	for	ADP
cana-4442	296	4	machine	machine	NOUN
cana-4442	296	5	learning	learn	VERB
cana-4442	296	6	algorithms	algorithm	NOUN
cana-4442	296	7	for	for	ADP
cana-4442	296	8	optimizing	optimize	VERB
cana-4442	296	9	the	the	DET
cana-4442	296	10	computational	computational	ADJ
cana-4442	296	11	complexity	complexity	NOUN
cana-4442	296	12	.	.	PUNCT
cana-4442	297	1	processes	process	NOUN
cana-4442	297	2	.	.	PUNCT
cana-4442	298	1	[	[	X
cana-4442	298	2	34	34	NUM
cana-4442	298	3	]	]	X
cana-4442	298	4	kokhlikyan	kokhlikyan	ADJ
cana-4442	298	5	,	,	PUNCT
cana-4442	298	6	n.	n.	NOUN
cana-4442	298	7	,	,	PUNCT
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cana-4442	298	9	,	,	PUNCT
cana-4442	298	10	v.	v.	PROPN
cana-4442	298	11	,	,	PUNCT
cana-4442	298	12	martin	martin	PROPN
cana-4442	298	13	,	,	PUNCT
cana-4442	298	14	m.	m.	NOUN
cana-4442	298	15	,	,	PUNCT
cana-4442	298	16	wang	wang	PROPN
cana-4442	298	17	,	,	PUNCT
cana-4442	298	18	e.	e.	PROPN
cana-4442	298	19	,	,	PUNCT
cana-4442	298	20	alsallakh	alsallakh	PROPN
cana-4442	298	21	,	,	PUNCT
cana-4442	298	22	b.	b.	PROPN
cana-4442	298	23	,	,	PUNCT
cana-4442	298	24	reynolds	reynolds	PROPN
cana-4442	298	25	,	,	PUNCT
cana-4442	298	26	j.	j.	PROPN
cana-4442	298	27	,	,	PUNCT
cana-4442	298	28	...	...	PUNCT
cana-4442	299	1	reblitzrichardson	reblitzrichardson	NOUN
cana-4442	299	2	,	,	PUNCT
cana-4442	299	3	o.	o.	PROPN
cana-4442	299	4	(	(	PUNCT
cana-4442	299	5	2020	2020	NUM
cana-4442	299	6	)	)	PUNCT
cana-4442	299	7	.	.	PUNCT
cana-4442	300	1	captum	captum	NOUN
cana-4442	300	2	:	:	PUNCT
cana-4442	300	3	a	a	DET
cana-4442	300	4	unified	unified	ADJ
cana-4442	300	5	and	and	CCONJ
cana-4442	300	6	generic	generic	ADJ
cana-4442	300	7	model	model	NOUN
cana-4442	300	8	interpretability	interpretability	NOUN
cana-4442	300	9	library	library	NOUN
cana-4442	300	10	for	for	ADP
cana-4442	300	11	pytorch	pytorch	NOUN
cana-4442	300	12	.	.	PUNCT
cana-4442	301	1	arxiv.org	arxiv.org	X
cana-4442	301	2	.	.	PUNCT
cana-4442	302	1	[	[	X
cana-4442	302	2	35	35	NUM
cana-4442	302	3	]	]	X
cana-4442	302	4	douglas	douglas	PROPN
cana-4442	302	5	,	,	PUNCT
cana-4442	302	6	b.	b.	PROPN
cana-4442	302	7	d.	d.	PROPN
cana-4442	302	8	,	,	PUNCT
cana-4442	302	9	ewell	ewell	PROPN
cana-4442	302	10	,	,	PUNCT
cana-4442	302	11	p.	p.	PROPN
cana-4442	302	12	j.	j.	PROPN
cana-4442	302	13	,	,	PUNCT
cana-4442	302	14	&	&	CCONJ
cana-4442	302	15	brauer	brauer	PROPN
cana-4442	302	16	,	,	PUNCT
cana-4442	302	17	m.	m.	NOUN
cana-4442	302	18	(	(	PUNCT
cana-4442	302	19	2023	2023	NUM
cana-4442	302	20	)	)	PUNCT
cana-4442	302	21	.	.	PUNCT
cana-4442	303	1	data	datum	NOUN
cana-4442	303	2	quality	quality	NOUN
cana-4442	303	3	in	in	ADP
cana-4442	303	4	online	online	ADJ
cana-4442	303	5	human	human	ADJ
cana-4442	303	6	-	-	PUNCT
cana-4442	303	7	subjects	subject	NOUN
cana-4442	303	8	research	research	NOUN
cana-4442	303	9	:	:	PUNCT
cana-4442	303	10	comparisons	comparison	NOUN
cana-4442	303	11	between	between	ADP
cana-4442	303	12	mturk	mturk	PROPN
cana-4442	303	13	,	,	PUNCT
cana-4442	303	14	prolific	prolific	NOUN
cana-4442	303	15	,	,	PUNCT
cana-4442	303	16	cloudresearch	cloudresearch	NOUN
cana-4442	303	17	,	,	PUNCT
cana-4442	303	18	qualtrics	qualtric	NOUN
cana-4442	303	19	,	,	PUNCT
cana-4442	303	20	and	and	CCONJ
cana-4442	303	21	sona	sona	PROPN
cana-4442	303	22	.	.	PUNCT
cana-4442	304	1	plos	plos	PROPN
cana-4442	304	2	one	one	NUM
cana-4442	304	3	.	.	PUNCT
cana-4442	305	1	[	[	X
cana-4442	305	2	36	36	NUM
cana-4442	305	3	]	]	X
cana-4442	305	4	beyari	beyari	PROPN
cana-4442	305	5	,	,	PUNCT
cana-4442	305	6	h.	h.	PROPN
cana-4442	305	7	,	,	PUNCT
cana-4442	305	8	&	&	CCONJ
cana-4442	305	9	alrusaini	alrusaini	PROPN
cana-4442	305	10	,	,	PUNCT
cana-4442	305	11	o.	o.	NOUN
cana-4442	305	12	(	(	PUNCT
cana-4442	305	13	2023	2023	NUM
cana-4442	305	14	)	)	PUNCT
cana-4442	305	15	.	.	PUNCT
cana-4442	306	1	the	the	DET
cana-4442	306	2	two	two	NUM
cana-4442	306	3	-	-	PUNCT
cana-4442	306	4	step	step	NOUN
cana-4442	306	5	cluster	cluster	NOUN
cana-4442	306	6	analysis	analysis	NOUN
cana-4442	306	7	of	of	ADP
cana-4442	306	8	pre	pre	ADJ
cana-4442	306	9	-	-	ADJ
cana-4442	306	10	covid-19	covid-19	ADJ
cana-4442	306	11	experience	experience	NOUN
cana-4442	306	12	and	and	CCONJ
cana-4442	306	13	cybersecurity	cybersecurity	NOUN
cana-4442	306	14	concerns	concern	NOUN
cana-4442	306	15	about	about	ADP
cana-4442	306	16	online	online	ADJ
cana-4442	306	17	education	education	NOUN
cana-4442	306	18	for	for	ADP
cana-4442	306	19	academic	academic	ADJ
cana-4442	306	20	staff	staff	NOUN
cana-4442	306	21	in	in	ADP
cana-4442	306	22	saudi	saudi	ADJ
cana-4442	306	23	universities	university	NOUN
cana-4442	306	24	.	.	PUNCT
cana-4442	307	1	international	international	ADJ
cana-4442	307	2	journal	journal	PROPN
cana-4442	307	3	of	of	ADP
cana-4442	307	4	advanced	advanced	ADJ
cana-4442	307	5	and	and	CCONJ
cana-4442	307	6	applied	applied	ADJ
cana-4442	307	7	sciences	science	NOUN
cana-4442	307	8	.	.	PUNCT
cana-4442	308	1	[	[	X
cana-4442	308	2	37	37	NUM
cana-4442	308	3	]	]	X
cana-4442	308	4	singh	singh	PROPN
cana-4442	308	5	,	,	PUNCT
cana-4442	308	6	g.	g.	PROPN
cana-4442	308	7	,	,	PUNCT
cana-4442	308	8	&	&	CCONJ
cana-4442	308	9	banga	banga	PROPN
cana-4442	308	10	,	,	PUNCT
cana-4442	308	11	v.	v.	PROPN
cana-4442	308	12	(	(	PUNCT
cana-4442	308	13	2022	2022	NUM
cana-4442	308	14	)	)	PUNCT
cana-4442	308	15	.	.	PUNCT
cana-4442	309	1	combinations	combination	NOUN
cana-4442	309	2	of	of	ADP
cana-4442	309	3	novel	novel	ADJ
cana-4442	309	4	hybrid	hybrid	NOUN
cana-4442	309	5	optimization	optimization	NOUN
cana-4442	309	6	algorithms‐based	algorithms‐base	VERB
cana-4442	309	7	trajectory	trajectory	NOUN
cana-4442	309	8	planning	planning	NOUN
cana-4442	309	9	analysis	analysis	NOUN
cana-4442	309	10	for	for	ADP
cana-4442	309	11	an	an	DET
cana-4442	309	12	industrial	industrial	ADJ
cana-4442	309	13	robotic	robotic	ADJ
cana-4442	309	14	manipulators	manipulator	NOUN
cana-4442	309	15	.	.	PUNCT
cana-4442	310	1	journal	journal	NOUN
cana-4442	310	2	of	of	ADP
cana-4442	310	3	field	field	NOUN
cana-4442	310	4	robotics	robotic	NOUN
cana-4442	310	5	.	.	PUNCT
cana-4442	311	1	[	[	X
cana-4442	311	2	38	38	NUM
cana-4442	311	3	]	]	X
cana-4442	311	4	khalatbarisoltani	khalatbarisoltani	PROPN
cana-4442	311	5	,	,	PUNCT
cana-4442	311	6	a.	a.	NOUN
cana-4442	311	7	,	,	PUNCT
cana-4442	311	8	boulon	boulon	PROPN
cana-4442	311	9	,	,	PUNCT
cana-4442	311	10	l.	l.	PROPN
cana-4442	311	11	,	,	PUNCT
cana-4442	311	12	&	&	CCONJ
cana-4442	311	13	hu	hu	PROPN
cana-4442	311	14	,	,	PUNCT
cana-4442	311	15	x.	x.	PROPN
cana-4442	311	16	(	(	PUNCT
cana-4442	311	17	2023	2023	NUM
cana-4442	311	18	)	)	PUNCT
cana-4442	311	19	.	.	PUNCT
cana-4442	312	1	integrating	integrate	VERB
cana-4442	312	2	model	model	NOUN
cana-4442	312	3	predictive	predictive	ADJ
cana-4442	312	4	control	control	NOUN
cana-4442	312	5	with	with	ADP
cana-4442	312	6	federated	federated	ADJ
cana-4442	312	7	reinforcement	reinforcement	NOUN
cana-4442	312	8	learning	learning	NOUN
cana-4442	312	9	for	for	ADP
cana-4442	312	10	decentralized	decentralize	VERB
cana-4442	312	11	energy	energy	NOUN
cana-4442	312	12	management	management	NOUN
cana-4442	312	13	of	of	ADP
cana-4442	312	14	fuel	fuel	NOUN
cana-4442	312	15	cell	cell	NOUN
cana-4442	312	16	vehicles	vehicle	NOUN
cana-4442	312	17	.	.	PUNCT
cana-4442	313	1	ieee	ieee	NOUN
cana-4442	313	2	transactions	transaction	NOUN
cana-4442	313	3	on	on	ADP
cana-4442	313	4	intelligent	intelligent	ADJ
cana-4442	313	5	transportation	transportation	NOUN
cana-4442	313	6	systems	system	NOUN
cana-4442	313	7	.	.	PUNCT
cana-4442	314	1	[	[	X
cana-4442	314	2	39	39	NUM
cana-4442	314	3	]	]	PUNCT
cana-4442	314	4	rodbard	rodbard	NOUN
cana-4442	314	5	,	,	PUNCT
cana-4442	314	6	d.	d.	PROPN
cana-4442	314	7	,	,	PUNCT
cana-4442	314	8	&	&	CCONJ
cana-4442	314	9	garg	garg	PROPN
cana-4442	314	10	,	,	PUNCT
cana-4442	314	11	s.	s.	PROPN
cana-4442	314	12	(	(	PUNCT
cana-4442	314	13	2021	2021	NUM
cana-4442	314	14	)	)	PUNCT
cana-4442	314	15	.	.	PUNCT
cana-4442	315	1	standardizing	standardize	VERB
cana-4442	315	2	reporting	reporting	NOUN
cana-4442	315	3	of	of	ADP
cana-4442	315	4	glucose	glucose	NOUN
cana-4442	315	5	and	and	CCONJ
cana-4442	315	6	insulin	insulin	NOUN
cana-4442	315	7	data	datum	NOUN
cana-4442	315	8	for	for	ADP
cana-4442	315	9	patients	patient	NOUN
cana-4442	315	10	on	on	ADP
cana-4442	315	11	multiple	multiple	ADJ
cana-4442	315	12	daily	daily	ADJ
cana-4442	315	13	injections	injection	NOUN
cana-4442	315	14	using	use	VERB
cana-4442	315	15	connected	connected	ADJ
cana-4442	315	16	insulin	insulin	NOUN
cana-4442	315	17	pens	pen	NOUN
cana-4442	315	18	,	,	PUNCT
cana-4442	315	19	and	and	CCONJ
cana-4442	315	20	continuous	continuous	ADJ
cana-4442	315	21	glucose	glucose	NOUN
cana-4442	315	22	monitoring	monitoring	NOUN
cana-4442	315	23	.	.	PUNCT
cana-4442	316	1	[	[	X
cana-4442	316	2	40	40	NUM
cana-4442	316	3	]	]	PUNCT
cana-4442	316	4	xu	xu	PROPN
cana-4442	316	5	,	,	PUNCT
cana-4442	316	6	b.	b.	PROPN
cana-4442	316	7	,	,	PUNCT
cana-4442	316	8	zhang	zhang	PROPN
cana-4442	316	9	,	,	PUNCT
cana-4442	316	10	g.	g.	PROPN
cana-4442	316	11	,	,	PUNCT
cana-4442	316	12	li	li	PROPN
cana-4442	316	13	,	,	PUNCT
cana-4442	316	14	k.	k.	PROPN
cana-4442	316	15	,	,	PUNCT
cana-4442	316	16	li	li	PROPN
cana-4442	316	17	,	,	PUNCT
cana-4442	316	18	b.	b.	PROPN
cana-4442	316	19	,	,	PUNCT
cana-4442	316	20	chi	chi	PROPN
cana-4442	316	21	,	,	PUNCT
cana-4442	316	22	h.	h.	PROPN
cana-4442	316	23	,	,	PUNCT
cana-4442	316	24	yao	yao	PROPN
cana-4442	316	25	,	,	PUNCT
cana-4442	316	26	y.	y.	PROPN
cana-4442	316	27	,	,	PUNCT
cana-4442	316	28	&	&	CCONJ
cana-4442	316	29	fan	fan	PROPN
cana-4442	316	30	,	,	PUNCT
cana-4442	316	31	z.	z.	PROPN
cana-4442	316	32	(	(	PUNCT
cana-4442	316	33	2022	2022	NUM
cana-4442	316	34	)	)	PUNCT
cana-4442	316	35	.	.	PUNCT
cana-4442	316	36	reactive	reactive	ADJ
cana-4442	316	37	power	power	NOUN
cana-4442	316	38	optimization	optimization	NOUN
cana-4442	316	39	of	of	ADP
cana-4442	316	40	a	a	DET
cana-4442	316	41	distribution	distribution	NOUN
cana-4442	316	42	network	network	NOUN
cana-4442	316	43	with	with	ADP
cana-4442	316	44	high	high	ADJ
cana-4442	316	45	-	-	PUNCT
cana-4442	316	46	penetration	penetration	NOUN
cana-4442	316	47	of	of	ADP
cana-4442	316	48	wind	wind	NOUN
cana-4442	316	49	and	and	CCONJ
cana-4442	316	50	solar	solar	ADJ
cana-4442	316	51	renewable	renewable	ADJ
cana-4442	316	52	energy	energy	NOUN
cana-4442	316	53	and	and	CCONJ
cana-4442	316	54	electric	electric	ADJ
cana-4442	316	55	vehicles	vehicle	NOUN
cana-4442	316	56	.	.	PUNCT
cana-4442	317	1	protection	protection	NOUN
cana-4442	317	2	and	and	CCONJ
cana-4442	317	3	control	control	NOUN
cana-4442	317	4	of	of	ADP
cana-4442	317	5	modern	modern	ADJ
cana-4442	317	6	power	power	NOUN
cana-4442	317	7	systems	system	NOUN
cana-4442	317	8	,	,	PUNCT
cana-4442	317	9	7	7	NUM
cana-4442	317	10	,	,	PUNCT
cana-4442	317	11	1	1	NUM
cana-4442	317	12	-	-	SYM
cana-4442	317	13	13	13	NUM
cana-4442	317	14	.	.	PUNCT
cana-4442	318	1	[	[	X
cana-4442	318	2	41	41	NUM
cana-4442	318	3	]	]	PUNCT
cana-4442	318	4	baevski	baevski	NOUN
cana-4442	318	5	,	,	PUNCT
cana-4442	318	6	a.	a.	NOUN
cana-4442	318	7	,	,	PUNCT
cana-4442	318	8	zhou	zhou	PROPN
cana-4442	318	9	,	,	PUNCT
cana-4442	318	10	h.	h.	PROPN
cana-4442	318	11	,	,	PUNCT
cana-4442	318	12	mohamed	mohamed	PROPN
cana-4442	318	13	,	,	PUNCT
cana-4442	318	14	a.	a.	PROPN
cana-4442	318	15	,	,	PUNCT
cana-4442	318	16	&	&	CCONJ
cana-4442	318	17	auli	auli	PROPN
cana-4442	318	18	,	,	PUNCT
cana-4442	318	19	m.	m.	NOUN
cana-4442	318	20	(	(	PUNCT
cana-4442	318	21	2020	2020	NUM
cana-4442	318	22	)	)	PUNCT
cana-4442	318	23	.	.	PUNCT
cana-4442	319	1	wav2vec	wav2vec	PROPN
cana-4442	319	2	2.0	2.0	NUM
cana-4442	319	3	:	:	PUNCT
cana-4442	319	4	a	a	DET
cana-4442	319	5	framework	framework	NOUN
cana-4442	319	6	for	for	ADP
cana-4442	319	7	selfsupervised	selfsupervise	VERB
cana-4442	319	8	learning	learning	NOUN
cana-4442	319	9	of	of	ADP
cana-4442	319	10	speech	speech	NOUN
cana-4442	319	11	representations	representation	NOUN
cana-4442	319	12	.	.	PUNCT
cana-4442	320	1	neural	neural	ADJ
cana-4442	320	2	information	information	NOUN
cana-4442	320	3	processing	processing	NOUN
cana-4442	320	4	systems	system	NOUN
cana-4442	320	5	,	,	PUNCT
cana-4442	320	6	arxiv	arxiv	NOUN
cana-4442	320	7	,	,	PUNCT
cana-4442	320	8	abs/2006.11477	abs/2006.11477	NOUN
cana-4442	320	9	.	.	PUNCT
cana-4442	321	1	[	[	X
cana-4442	321	2	42	42	NUM
cana-4442	321	3	]	]	SYM
cana-4442	321	4	hu	hu	PROPN
cana-4442	321	5	,	,	PUNCT
cana-4442	321	6	d.	d.	PROPN
cana-4442	321	7	,	,	PUNCT
cana-4442	321	8	ye	ye	PROPN
cana-4442	321	9	,	,	PUNCT
cana-4442	321	10	z.	z.	PROPN
cana-4442	321	11	,	,	PUNCT
cana-4442	321	12	gao	gao	PROPN
cana-4442	321	13	,	,	PUNCT
cana-4442	321	14	y.	y.	PROPN
cana-4442	321	15	,	,	PUNCT
cana-4442	321	16	ye	ye	PROPN
cana-4442	321	17	,	,	PUNCT
cana-4442	321	18	z.	z.	PROPN
cana-4442	321	19	,	,	PUNCT
cana-4442	321	20	peng	peng	PROPN
cana-4442	321	21	,	,	PUNCT
cana-4442	321	22	y.	y.	PROPN
cana-4442	321	23	,	,	PUNCT
cana-4442	321	24	&	&	CCONJ
cana-4442	321	25	yu	yu	PROPN
cana-4442	321	26	,	,	PUNCT
cana-4442	321	27	n.	n.	PROPN
cana-4442	321	28	(	(	PUNCT
cana-4442	321	29	2022	2022	NUM
cana-4442	321	30	)	)	PUNCT
cana-4442	321	31	.	.	PUNCT
cana-4442	322	1	multi	multi	ADJ
cana-4442	322	2	-	-	ADJ
cana-4442	322	3	agent	agent	ADJ
cana-4442	322	4	deep	deep	ADJ
cana-4442	322	5	reinforcement	reinforcement	NOUN
cana-4442	322	6	learning	learning	NOUN
cana-4442	322	7	for	for	ADP
cana-4442	322	8	voltage	voltage	NOUN
cana-4442	322	9	control	control	NOUN
cana-4442	322	10	with	with	ADP
cana-4442	322	11	coordinated	coordinate	VERB
cana-4442	322	12	active	active	ADJ
cana-4442	322	13	and	and	CCONJ
cana-4442	322	14	reactive	reactive	ADJ
cana-4442	322	15	power	power	NOUN
cana-4442	322	16	optimization	optimization	NOUN
cana-4442	322	17	.	.	PUNCT
cana-4442	323	1	ieee	ieee	NOUN
cana-4442	323	2	transactions	transaction	NOUN
cana-4442	323	3	on	on	ADP
cana-4442	323	4	smart	smart	ADJ
cana-4442	323	5	grid	grid	NOUN
cana-4442	323	6	,	,	PUNCT
cana-4442	323	7	13	13	NUM
cana-4442	323	8	,	,	PUNCT
cana-4442	323	9	4873	4873	NUM
cana-4442	323	10	-	-	SYM
cana-4442	323	11	4886	4886	NUM
cana-4442	323	12	.	.	PUNCT
cana-4442	324	1	[	[	X
cana-4442	324	2	43	43	NUM
cana-4442	324	3	]	]	X
cana-4442	324	4	giannelos	giannelos	PROPN
cana-4442	324	5	,	,	PUNCT
cana-4442	324	6	s.	s.	PROPN
cana-4442	324	7	,	,	PUNCT
cana-4442	324	8	borozan	borozan	NOUN
cana-4442	324	9	,	,	PUNCT
cana-4442	324	10	s.	s.	PROPN
cana-4442	324	11	,	,	PUNCT
cana-4442	324	12	aunedi	aunedi	PROPN
cana-4442	324	13	,	,	PUNCT
cana-4442	324	14	m.	m.	NOUN
cana-4442	324	15	,	,	PUNCT
cana-4442	324	16	zhang	zhang	PROPN
cana-4442	324	17	,	,	PUNCT
cana-4442	324	18	x.	x.	PROPN
cana-4442	324	19	,	,	PUNCT
cana-4442	324	20	ameli	ameli	PROPN
cana-4442	324	21	,	,	PUNCT
cana-4442	324	22	h.	h.	PROPN
cana-4442	324	23	,	,	PUNCT
cana-4442	324	24	pudjianto	pudjianto	ADJ
cana-4442	324	25	,	,	PUNCT
cana-4442	324	26	d.	d.	PROPN
cana-4442	324	27	,	,	PUNCT
cana-4442	324	28	konstantelos	konstantelos	PROPN
cana-4442	324	29	,	,	PUNCT
cana-4442	324	30	i.	i.	PROPN
cana-4442	324	31	,	,	PUNCT
cana-4442	324	32	&	&	CCONJ
cana-4442	324	33	strbac	strbac	PROPN
cana-4442	324	34	,	,	PUNCT
cana-4442	324	35	g.	g.	PROPN
cana-4442	324	36	(	(	PUNCT
cana-4442	324	37	2023	2023	NUM
cana-4442	324	38	)	)	PUNCT
cana-4442	324	39	.	.	PUNCT
cana-4442	325	1	modelling	model	VERB
cana-4442	325	2	smart	smart	ADJ
cana-4442	325	3	grid	grid	NOUN
cana-4442	325	4	technologies	technology	NOUN
cana-4442	325	5	in	in	ADP
cana-4442	325	6	optimisation	optimisation	NOUN
cana-4442	325	7	problems	problem	NOUN
cana-4442	325	8	for	for	ADP
cana-4442	325	9	electricity	electricity	NOUN
cana-4442	325	10	grids	grid	NOUN
cana-4442	325	11	.	.	PUNCT
cana-4442	326	1	energies	energy	NOUN
cana-4442	326	2	.	.	PUNCT
cana-4442	327	1	[	[	X
cana-4442	327	2	44	44	NUM
cana-4442	327	3	]	]	X
cana-4442	327	4	biricik	biricik	PROPN
cana-4442	327	5	,	,	PUNCT
cana-4442	327	6	s.	s.	PROPN
cana-4442	327	7	,	,	PUNCT
cana-4442	327	8	&	&	CCONJ
cana-4442	327	9	redif	redif	PROPN
cana-4442	327	10	,	,	PUNCT
cana-4442	327	11	s.	s.	PROPN
cana-4442	327	12	(	(	PUNCT
cana-4442	327	13	2019	2019	NUM
cana-4442	327	14	)	)	PUNCT
cana-4442	327	15	.	.	PUNCT
cana-4442	328	1	detection	detection	NOUN
cana-4442	328	2	of	of	ADP
cana-4442	328	3	grid	grid	NOUN
cana-4442	328	4	voltage	voltage	NOUN
cana-4442	328	5	anomalies	anomaly	NOUN
cana-4442	328	6	via	via	ADP
cana-4442	328	7	broadband	broadband	NOUN
cana-4442	328	8	subspace	subspace	NOUN
cana-4442	328	9	decomposition	decomposition	NOUN
cana-4442	328	10	.	.	PUNCT
cana-4442	329	1	icassp	icassp	VERB
cana-4442	329	2	2019	2019	NUM
cana-4442	329	3	2019	2019	NUM
cana-4442	329	4	ieee	ieee	NOUN
cana-4442	329	5	international	international	ADJ
cana-4442	329	6	conference	conference	NOUN
cana-4442	329	7	on	on	ADP
cana-4442	329	8	acoustics	acoustic	NOUN
cana-4442	329	9	,	,	PUNCT
cana-4442	329	10	speech	speech	NOUN
cana-4442	329	11	and	and	CCONJ
cana-4442	329	12	signal	signal	NOUN
cana-4442	329	13	processing	processing	NOUN
cana-4442	329	14	(	(	PUNCT
cana-4442	329	15	icassp	icassp	PROPN
cana-4442	329	16	)	)	PUNCT
cana-4442	329	17	.	.	PUNCT
cana-4442	330	1	[	[	X
cana-4442	330	2	45	45	NUM
cana-4442	330	3	]	]	PUNCT
cana-4442	330	4	huo	huo	NOUN
cana-4442	330	5	,	,	PUNCT
cana-4442	330	6	y.	y.	PROPN
cana-4442	330	7	,	,	PUNCT
cana-4442	330	8	li	li	PROPN
cana-4442	330	9	,	,	PUNCT
cana-4442	330	10	p.	p.	PROPN
cana-4442	330	11	,	,	PUNCT
cana-4442	330	12	ji	ji	PROPN
cana-4442	330	13	,	,	PUNCT
cana-4442	330	14	h.	h.	PROPN
cana-4442	330	15	,	,	PUNCT
cana-4442	330	16	yu	yu	PROPN
cana-4442	330	17	,	,	PUNCT
cana-4442	330	18	h.	h.	PROPN
cana-4442	330	19	,	,	PUNCT
cana-4442	330	20	yan	yan	PROPN
cana-4442	330	21	,	,	PUNCT
cana-4442	330	22	j.	j.	PROPN
cana-4442	330	23	,	,	PUNCT
cana-4442	330	24	wu	wu	PROPN
cana-4442	330	25	,	,	PUNCT
cana-4442	330	26	j.	j.	PROPN
cana-4442	330	27	,	,	PUNCT
cana-4442	330	28	&	&	CCONJ
cana-4442	330	29	wang	wang	PROPN
cana-4442	330	30	,	,	PUNCT
cana-4442	330	31	c.	c.	PROPN
cana-4442	330	32	(	(	PUNCT
cana-4442	330	33	2023	2023	NUM
cana-4442	330	34	)	)	PUNCT
cana-4442	330	35	.	.	PUNCT
cana-4442	331	1	data	data	NOUN
cana-4442	331	2	-	-	PUNCT
cana-4442	331	3	driven	drive	VERB
cana-4442	331	4	coordinated	coordinate	VERB
cana-4442	331	5	voltage	voltage	NOUN
cana-4442	331	6	control	control	NOUN
cana-4442	331	7	method	method	NOUN
cana-4442	331	8	of	of	ADP
cana-4442	331	9	distribution	distribution	NOUN
cana-4442	331	10	networks	network	NOUN
cana-4442	331	11	with	with	ADP
cana-4442	331	12	high	high	ADJ
cana-4442	331	13	dg	dg	NOUN
cana-4442	331	14	penetration	penetration	NOUN
cana-4442	331	15	.	.	PUNCT
cana-4442	332	1	ieee	ieee	NOUN
cana-4442	332	2	transactions	transaction	NOUN
cana-4442	332	3	on	on	ADP
cana-4442	332	4	power	power	NOUN
cana-4442	332	5	systems	system	NOUN
cana-4442	332	6	.	.	PUNCT
cana-4442	333	1	[	[	X
cana-4442	333	2	46	46	NUM
cana-4442	333	3	]	]	X
cana-4442	333	4	kaur	kaur	PROPN
cana-4442	333	5	,	,	PUNCT
cana-4442	333	6	r.	r.	PROPN
cana-4442	333	7	,	,	PUNCT
cana-4442	333	8	gabrijelcic	gabrijelcic	NOUN
cana-4442	333	9	,	,	PUNCT
cana-4442	333	10	d.	d.	PROPN
cana-4442	333	11	,	,	PUNCT
cana-4442	333	12	&	&	CCONJ
cana-4442	333	13	klobučar	klobučar	PROPN
cana-4442	333	14	,	,	PUNCT
cana-4442	333	15	t.	t.	PROPN
cana-4442	333	16	(	(	PUNCT
cana-4442	333	17	2023	2023	NUM
cana-4442	333	18	)	)	PUNCT
cana-4442	333	19	.	.	PUNCT
cana-4442	334	1	artificial	artificial	ADJ
cana-4442	334	2	intelligence	intelligence	NOUN
cana-4442	334	3	for	for	ADP
cana-4442	334	4	cybersecurity	cybersecurity	NOUN
cana-4442	334	5	:	:	PUNCT
cana-4442	334	6	literature	literature	NOUN
cana-4442	334	7	review	review	NOUN
cana-4442	334	8	and	and	CCONJ
cana-4442	334	9	future	future	ADJ
cana-4442	334	10	research	research	NOUN
cana-4442	334	11	directions	direction	NOUN
cana-4442	334	12	.	.	PUNCT
cana-4442	335	1	information	information	NOUN
cana-4442	335	2	fusion	fusion	NOUN
cana-4442	335	3	,	,	PUNCT
cana-4442	335	4	97	97	NUM
cana-4442	335	5	,	,	PUNCT
cana-4442	335	6	101804	101804	NUM
cana-4442	335	7	.	.	PUNCT
cana-4442	336	1	[	[	X
cana-4442	336	2	47	47	NUM
cana-4442	336	3	]	]	X
cana-4442	336	4	arrieta	arrieta	PROPN
cana-4442	336	5	,	,	PUNCT
cana-4442	336	6	a.	a.	PROPN
cana-4442	336	7	b.	b.	PROPN
cana-4442	336	8	,	,	PUNCT
cana-4442	336	9	rodríguez	rodríguez	PROPN
cana-4442	336	10	,	,	PUNCT
cana-4442	336	11	n.	n.	PROPN
cana-4442	336	12	d.	d.	PROPN
cana-4442	336	13	,	,	PUNCT
cana-4442	336	14	ser	ser	PROPN
cana-4442	336	15	,	,	PUNCT
cana-4442	336	16	j.	j.	PROPN
cana-4442	336	17	,	,	PUNCT
cana-4442	336	18	bennetot	bennetot	PROPN
cana-4442	336	19	,	,	PUNCT
cana-4442	336	20	a.	a.	NOUN
cana-4442	336	21	,	,	PUNCT
cana-4442	336	22	tabik	tabik	PROPN
cana-4442	336	23	,	,	PUNCT
cana-4442	336	24	s.	s.	PROPN
cana-4442	336	25	,	,	PUNCT
cana-4442	336	26	barbado	barbado	PROPN
cana-4442	336	27	,	,	PUNCT
cana-4442	336	28	a.	a.	NOUN
cana-4442	336	29	,	,	PUNCT
cana-4442	336	30	...	...	PUNCT
cana-4442	336	31	&	&	CCONJ
cana-4442	336	32	herrera	herrera	PROPN
cana-4442	336	33	,	,	PUNCT
cana-4442	336	34	f.	f.	PROPN
cana-4442	336	35	(	(	PUNCT
cana-4442	336	36	2019	2019	NUM
cana-4442	336	37	)	)	PUNCT
cana-4442	336	38	.	.	PUNCT
cana-4442	337	1	explainable	explainable	ADJ
cana-4442	337	2	artificial	artificial	ADJ
cana-4442	337	3	intelligence	intelligence	NOUN
cana-4442	337	4	(	(	PUNCT
cana-4442	337	5	xai	xai	PROPN
cana-4442	337	6	):	):	PUNCT
cana-4442	337	7	concepts	concept	NOUN
cana-4442	337	8	,	,	PUNCT
cana-4442	337	9	taxonomies	taxonomy	NOUN
cana-4442	337	10	,	,	PUNCT
cana-4442	337	11	opportunities	opportunity	NOUN
cana-4442	337	12	and	and	CCONJ
cana-4442	337	13	challenges	challenge	NOUN
cana-4442	337	14	toward	toward	ADP
cana-4442	337	15	responsible	responsible	ADJ
cana-4442	337	16	ai	ai	NOUN
cana-4442	337	17	.	.	PUNCT
cana-4442	337	18	information	information	NOUN
cana-4442	337	19	fusion	fusion	NOUN
cana-4442	337	20	,	,	PUNCT
cana-4442	337	21	58	58	NUM
cana-4442	337	22	,	,	PUNCT
cana-4442	337	23	82	82	NUM
cana-4442	337	24	-	-	SYM
cana-4442	337	25	115	115	NUM
cana-4442	337	26	.	.	PUNCT
cana-4442	338	1	communications	communication	NOUN
cana-4442	338	2	on	on	ADP
cana-4442	338	3	applied	apply	VERB
cana-4442	338	4	nonlinear	nonlinear	ADJ
cana-4442	338	5	analysis	analysis	NOUN
cana-4442	338	6	issn	issn	NOUN
cana-4442	338	7	:	:	PUNCT
cana-4442	338	8	1074	1074	NUM
cana-4442	338	9	-	-	PUNCT
cana-4442	338	10	133x	133x	NUM
cana-4442	338	11	vol	vol	NOUN
cana-4442	338	12	32	32	NUM
cana-4442	338	13	no	no	NOUN
cana-4442	338	14	.	.	PUNCT
cana-4442	339	1	9s	9s	NUM
cana-4442	339	2	(	(	PUNCT
cana-4442	339	3	2025	2025	NUM
cana-4442	339	4	)	)	PUNCT
cana-4442	339	5	2022	2022	NUM
cana-4442	339	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4442	340	1	[	[	X
cana-4442	340	2	48	48	NUM
cana-4442	340	3	]	]	X
cana-4442	340	4	liu	liu	PROPN
cana-4442	340	5	,	,	PUNCT
cana-4442	340	6	h.	h.	PROPN
cana-4442	340	7	,	,	PUNCT
cana-4442	340	8	&	&	CCONJ
cana-4442	340	9	wu	wu	PROPN
cana-4442	340	10	,	,	PUNCT
cana-4442	340	11	w.	w.	PROPN
cana-4442	340	12	(	(	PUNCT
cana-4442	340	13	2022	2022	NUM
cana-4442	340	14	)	)	PUNCT
cana-4442	340	15	.	.	PUNCT
cana-4442	341	1	federated	federate	VERB
cana-4442	341	2	reinforcement	reinforcement	NOUN
cana-4442	341	3	learning	learning	NOUN
cana-4442	341	4	for	for	ADP
cana-4442	341	5	decentralized	decentralized	ADJ
cana-4442	341	6	voltage	voltage	NOUN
cana-4442	341	7	control	control	NOUN
cana-4442	341	8	in	in	ADP
cana-4442	341	9	distribution	distribution	NOUN
cana-4442	341	10	networks	network	NOUN
cana-4442	341	11	.	.	PUNCT
cana-4442	342	1	ieee	ieee	NOUN
cana-4442	342	2	transactions	transaction	NOUN
cana-4442	342	3	on	on	ADP
cana-4442	342	4	smart	smart	ADJ
cana-4442	342	5	grid	grid	NOUN
cana-4442	342	6	,	,	PUNCT
cana-4442	342	7	13(7	13(7	NUM
cana-4442	342	8	)	)	PUNCT
cana-4442	342	9	,	,	PUNCT
cana-4442	342	10	3840	3840	NUM
cana-4442	342	11	-	-	SYM
cana-4442	342	12	3843	3843	NUM
cana-4442	342	13	.	.	PUNCT
cana-4442	343	1	[	[	X
cana-4442	343	2	49	49	NUM
cana-4442	343	3	]	]	X
cana-4442	343	4	singh	singh	PROPN
cana-4442	343	5	,	,	PUNCT
cana-4442	343	6	g.	g.	PROPN
cana-4442	343	7	,	,	PUNCT
cana-4442	343	8	&	&	CCONJ
cana-4442	343	9	banga	banga	PROPN
cana-4442	343	10	,	,	PUNCT
cana-4442	343	11	v.	v.	PROPN
cana-4442	343	12	(	(	PUNCT
cana-4442	343	13	2022	2022	NUM
cana-4442	343	14	)	)	PUNCT
cana-4442	343	15	.	.	PUNCT
cana-4442	344	1	kinematics	kinematic	NOUN
cana-4442	344	2	and	and	CCONJ
cana-4442	344	3	trajectory	trajectory	NOUN
cana-4442	344	4	planning	planning	NOUN
cana-4442	344	5	analysis	analysis	NOUN
cana-4442	344	6	based	base	VERB
cana-4442	344	7	on	on	ADP
cana-4442	344	8	hybrid	hybrid	ADJ
cana-4442	344	9	optimization	optimization	NOUN
cana-4442	344	10	algorithms	algorithm	NOUN
cana-4442	344	11	for	for	ADP
cana-4442	344	12	an	an	DET
cana-4442	344	13	industrial	industrial	ADJ
cana-4442	344	14	robotic	robotic	ADJ
cana-4442	344	15	manipulators	manipulator	NOUN
cana-4442	344	16	.	.	PUNCT
cana-4442	345	1	soft	soft	ADJ
cana-4442	345	2	computing	computing	NOUN
cana-4442	345	3	,	,	PUNCT
cana-4442	345	4	26	26	NUM
cana-4442	345	5	,	,	PUNCT
cana-4442	345	6	1133911372	1133911372	NUM
cana-4442	345	7	.	.	PUNCT
cana-4442	346	1	[	[	X
cana-4442	346	2	50	50	NUM
cana-4442	346	3	]	]	X
cana-4442	346	4	naeem	naeem	PROPN
cana-4442	346	5	,	,	PUNCT
cana-4442	346	6	a.	a.	PROPN
cana-4442	346	7	,	,	PUNCT
cana-4442	346	8	&	&	CCONJ
cana-4442	346	9	hassan	hassan	PROPN
cana-4442	346	10	,	,	PUNCT
cana-4442	346	11	n.	n.	PROPN
cana-4442	346	12	(	(	PUNCT
cana-4442	346	13	2020	2020	NUM
cana-4442	346	14	)	)	PUNCT
cana-4442	346	15	.	.	PUNCT
cana-4442	347	1	renewable	renewable	ADJ
cana-4442	347	2	energy	energy	NOUN
cana-4442	347	3	intermittency	intermittency	NOUN
cana-4442	347	4	mitigation	mitigation	NOUN
cana-4442	347	5	in	in	ADP
cana-4442	347	6	microgrids	microgrid	NOUN
cana-4442	347	7	:	:	PUNCT
cana-4442	347	8	state	state	NOUN
cana-4442	347	9	-	-	PUNCT
cana-4442	347	10	of	of	ADP
cana-4442	347	11	-	-	PUNCT
cana-4442	347	12	the	the	DET
cana-4442	347	13	-	-	PUNCT
cana-4442	347	14	art	art	NOUN
cana-4442	347	15	and	and	CCONJ
cana-4442	347	16	future	future	ADJ
cana-4442	347	17	prospects	prospect	NOUN
cana-4442	347	18	.	.	PUNCT
cana-4442	348	1	in	in	ADP
cana-4442	348	2	2020	2020	NUM
cana-4442	348	3	4th	4th	ADJ
cana-4442	348	4	international	international	ADJ
cana-4442	348	5	conference	conference	NOUN
cana-4442	348	6	on	on	ADP
cana-4442	348	7	green	green	ADJ
cana-4442	348	8	energy	energy	NOUN
cana-4442	348	9	and	and	CCONJ
cana-4442	348	10	applications	application	NOUN
cana-4442	348	11	(	(	PUNCT
cana-4442	348	12	icgea	icgea	NOUN
cana-4442	348	13	)	)	PUNCT
cana-4442	348	14	(	(	PUNCT
cana-4442	348	15	pp	pp	X
cana-4442	348	16	.	.	PUNCT
cana-4442	349	1	158	158	NUM
cana-4442	349	2	-	-	SYM
cana-4442	349	3	164	164	NUM
cana-4442	349	4	)	)	PUNCT
cana-4442	349	5	.	.	PUNCT
cana-4442	350	1	[	[	X
cana-4442	350	2	51	51	NUM
cana-4442	350	3	]	]	X
cana-4442	350	4	aslam	aslam	PROPN
cana-4442	350	5	,	,	PUNCT
cana-4442	350	6	s.	s.	PROPN
cana-4442	350	7	,	,	PUNCT
cana-4442	350	8	herodotou	herodotou	PROPN
cana-4442	350	9	,	,	PUNCT
cana-4442	350	10	h.	h.	PROPN
cana-4442	350	11	,	,	PUNCT
cana-4442	350	12	mohsin	mohsin	PROPN
cana-4442	350	13	,	,	PUNCT
cana-4442	350	14	s.	s.	PROPN
cana-4442	350	15	m.	m.	PROPN
cana-4442	350	16	,	,	PUNCT
cana-4442	350	17	javaid	javaid	NOUN
cana-4442	350	18	,	,	PUNCT
cana-4442	350	19	n.	n.	NOUN
cana-4442	350	20	,	,	PUNCT
cana-4442	350	21	ashraf	ashraf	NOUN
cana-4442	350	22	,	,	PUNCT
cana-4442	350	23	n.	n.	NOUN
cana-4442	350	24	,	,	PUNCT
cana-4442	350	25	&	&	CCONJ
cana-4442	350	26	aslam	aslam	PROPN
cana-4442	350	27	,	,	PUNCT
cana-4442	350	28	s.	s.	PROPN
cana-4442	350	29	(	(	PUNCT
cana-4442	350	30	2021	2021	NUM
cana-4442	350	31	)	)	PUNCT
cana-4442	350	32	.	.	PUNCT
cana-4442	351	1	a	a	DET
cana-4442	351	2	survey	survey	NOUN
cana-4442	351	3	on	on	ADP
cana-4442	351	4	deep	deep	ADJ
cana-4442	351	5	learning	learning	NOUN
cana-4442	351	6	methods	method	NOUN
cana-4442	351	7	for	for	ADP
cana-4442	351	8	power	power	NOUN
cana-4442	351	9	load	load	NOUN
cana-4442	351	10	and	and	CCONJ
cana-4442	351	11	renewable	renewable	ADJ
cana-4442	351	12	energy	energy	NOUN
cana-4442	351	13	forecasting	forecasting	NOUN
cana-4442	351	14	in	in	ADP
cana-4442	351	15	smart	smart	ADJ
cana-4442	351	16	microgrids	microgrid	NOUN
cana-4442	351	17	.	.	PUNCT
cana-4442	352	1	renewable	renewable	ADJ
cana-4442	352	2	and	and	CCONJ
cana-4442	352	3	sustainable	sustainable	ADJ
cana-4442	352	4	energy	energy	NOUN
cana-4442	352	5	reviews	review	NOUN
cana-4442	352	6	.	.	PUNCT
cana-4442	353	1	[	[	X
cana-4442	353	2	52	52	NUM
cana-4442	353	3	]	]	PUNCT
cana-4442	353	4	parmar	parmar	PROPN
cana-4442	353	5	,	,	PUNCT
cana-4442	353	6	a.	a.	PROPN
cana-4442	353	7	,	,	PUNCT
cana-4442	353	8	&	&	CCONJ
cana-4442	353	9	darji	darji	PROPN
cana-4442	353	10	,	,	PUNCT
cana-4442	353	11	p.	p.	NOUN
cana-4442	353	12	(	(	PUNCT
cana-4442	353	13	2023	2023	NUM
cana-4442	353	14	)	)	PUNCT
cana-4442	353	15	.	.	PUNCT
cana-4442	354	1	novel	novel	ADJ
cana-4442	354	2	metaheuristic	metaheuristic	ADJ
cana-4442	354	3	optimizers	optimizer	NOUN
cana-4442	354	4	based	base	VERB
cana-4442	354	5	load	load	NOUN
cana-4442	354	6	shifting	shift	VERB
cana-4442	354	7	and	and	CCONJ
cana-4442	354	8	flexible	flexible	ADJ
cana-4442	354	9	load	load	NOUN
cana-4442	354	10	curve	curve	NOUN
cana-4442	354	11	techniques	technique	NOUN
cana-4442	354	12	for	for	ADP
cana-4442	354	13	demand	demand	NOUN
cana-4442	354	14	-	-	PUNCT
cana-4442	354	15	side	side	NOUN
cana-4442	354	16	load	load	NOUN
cana-4442	354	17	management	management	NOUN
cana-4442	354	18	.	.	PUNCT
cana-4442	355	1	smart	smart	ADJ
cana-4442	355	2	science	science	NOUN
cana-4442	355	3	,	,	PUNCT
cana-4442	355	4	11	11	NUM
cana-4442	355	5	,	,	PUNCT
cana-4442	355	6	538567	538567	NUM
cana-4442	355	7	.	.	PUNCT
cana-4442	356	1	[	[	X
cana-4442	356	2	53	53	NUM
cana-4442	356	3	]	]	X
cana-4442	356	4	haarnoja	haarnoja	PROPN
cana-4442	356	5	,	,	PUNCT
cana-4442	356	6	t.	t.	PROPN
cana-4442	356	7	,	,	PUNCT
cana-4442	356	8	zhou	zhou	PROPN
cana-4442	356	9	,	,	PUNCT
cana-4442	356	10	a.	a.	NOUN
cana-4442	356	11	,	,	PUNCT
cana-4442	356	12	abbeel	abbeel	NOUN
cana-4442	356	13	,	,	PUNCT
cana-4442	356	14	p.	p.	NOUN
cana-4442	356	15	,	,	PUNCT
cana-4442	356	16	&	&	CCONJ
cana-4442	356	17	levine	levine	PROPN
cana-4442	356	18	,	,	PUNCT
cana-4442	356	19	s.	s.	PROPN
cana-4442	356	20	(	(	PUNCT
cana-4442	356	21	2018	2018	NUM
cana-4442	356	22	)	)	PUNCT
cana-4442	356	23	.	.	PUNCT
cana-4442	357	1	soft	soft	ADJ
cana-4442	357	2	actor	actor	NOUN
cana-4442	357	3	-	-	PUNCT
cana-4442	357	4	critic	critic	NOUN
cana-4442	357	5	:	:	PUNCT
cana-4442	357	6	off	off	ADP
cana-4442	357	7	-	-	PUNCT
cana-4442	357	8	policy	policy	NOUN
cana-4442	357	9	maximum	maximum	ADJ
cana-4442	357	10	entropy	entropy	NOUN
cana-4442	357	11	deep	deep	ADJ
cana-4442	357	12	reinforcement	reinforcement	NOUN
cana-4442	357	13	learning	learning	NOUN
cana-4442	357	14	with	with	ADP
cana-4442	357	15	a	a	DET
cana-4442	357	16	stochastic	stochastic	ADJ
cana-4442	357	17	actor	actor	NOUN
cana-4442	357	18	.	.	PUNCT
cana-4442	358	1	arxiv	arxiv	PROPN
cana-4442	358	2	,	,	PUNCT
cana-4442	358	3	abs/1801.01290	abs/1801.01290	PROPN
cana-4442	358	4	.	.	PUNCT
cana-4442	359	1	[	[	X
cana-4442	359	2	54	54	NUM
cana-4442	359	3	]	]	PUNCT
cana-4442	359	4	song	song	NOUN
cana-4442	359	5	,	,	PUNCT
cana-4442	359	6	x.	x.	PROPN
cana-4442	359	7	,	,	PUNCT
cana-4442	359	8	wu	wu	PROPN
cana-4442	359	9	,	,	PUNCT
cana-4442	359	10	n.	n.	NOUN
cana-4442	359	11	,	,	PUNCT
cana-4442	359	12	song	song	NOUN
cana-4442	359	13	,	,	PUNCT
cana-4442	359	14	s.	s.	PROPN
cana-4442	359	15	,	,	PUNCT
cana-4442	359	16	&	&	CCONJ
cana-4442	359	17	stojanovic	stojanovic	PROPN
cana-4442	359	18	,	,	PUNCT
cana-4442	359	19	v.	v.	PROPN
cana-4442	359	20	(	(	PUNCT
cana-4442	359	21	2023	2023	NUM
cana-4442	359	22	)	)	PUNCT
cana-4442	359	23	.	.	PUNCT
cana-4442	360	1	switching	switch	VERB
cana-4442	360	2	-	-	PUNCT
cana-4442	360	3	like	like	ADJ
cana-4442	360	4	event	event	NOUN
cana-4442	360	5	-	-	PUNCT
cana-4442	360	6	triggered	trigger	VERB
cana-4442	360	7	state	state	NOUN
cana-4442	360	8	estimation	estimation	NOUN
cana-4442	360	9	for	for	ADP
cana-4442	360	10	reaction	reaction	NOUN
cana-4442	360	11	–	–	PUNCT
cana-4442	360	12	diffusion	diffusion	NOUN
cana-4442	360	13	neural	neural	ADJ
cana-4442	360	14	networks	network	NOUN
cana-4442	360	15	against	against	ADP
cana-4442	360	16	dos	do	NOUN
cana-4442	360	17	attacks	attack	NOUN
cana-4442	360	18	.	.	PUNCT
cana-4442	361	1	neural	neural	ADJ
cana-4442	361	2	processing	processing	NOUN
cana-4442	361	3	letters	letter	NOUN
cana-4442	361	4	.	.	PUNCT
cana-4442	362	1	[	[	X
cana-4442	362	2	55	55	NUM
cana-4442	362	3	]	]	X
cana-4442	362	4	shi	shi	PROPN
cana-4442	362	5	,	,	PUNCT
cana-4442	362	6	y.	y.	PROPN
cana-4442	362	7	,	,	PUNCT
cana-4442	362	8	feng	feng	PROPN
cana-4442	362	9	,	,	PUNCT
cana-4442	362	10	m.	m.	NOUN
cana-4442	362	11	,	,	PUNCT
cana-4442	362	12	wang	wang	PROPN
cana-4442	362	13	,	,	PUNCT
cana-4442	362	14	m.	m.	NOUN
cana-4442	362	15	,	,	PUNCT
cana-4442	362	16	zhou	zhou	PROPN
cana-4442	362	17	,	,	PUNCT
cana-4442	362	18	w.	w.	PROPN
cana-4442	362	19	,	,	PUNCT
cana-4442	362	20	&	&	CCONJ
cana-4442	362	21	li	li	PROPN
cana-4442	362	22	,	,	PUNCT
cana-4442	362	23	h.	h.	PROPN
cana-4442	362	24	(	(	PUNCT
cana-4442	362	25	2023	2023	NUM
cana-4442	362	26	)	)	PUNCT
cana-4442	362	27	.	.	PUNCT
cana-4442	363	1	multi	multi	ADJ
cana-4442	363	2	-	-	ADJ
cana-4442	363	3	agent	agent	ADJ
cana-4442	363	4	reinforcement	reinforcement	NOUN
cana-4442	363	5	learning	learning	NOUN
cana-4442	363	6	with	with	ADP
cana-4442	363	7	safety	safety	NOUN
cana-4442	363	8	layer	layer	NOUN
cana-4442	363	9	for	for	ADP
cana-4442	363	10	active	active	ADJ
cana-4442	363	11	voltage	voltage	NOUN
cana-4442	363	12	control	control	NOUN
cana-4442	363	13	.	.	PUNCT
cana-4442	364	1	adaptive	adaptive	ADJ
cana-4442	364	2	agents	agent	NOUN
cana-4442	364	3	and	and	CCONJ
cana-4442	364	4	multi	multi	ADJ
cana-4442	364	5	-	-	ADJ
cana-4442	364	6	agent	agent	ADJ
cana-4442	364	7	systems	system	NOUN
cana-4442	364	8	.	.	PUNCT
cana-4442	365	1	[	[	X
cana-4442	365	2	56	56	NUM
cana-4442	365	3	]	]	X
cana-4442	365	4	cobilean	cobilean	ADJ
cana-4442	365	5	,	,	PUNCT
cana-4442	365	6	v.	v.	ADV
cana-4442	365	7	,	,	PUNCT
cana-4442	365	8	mavikumbure	mavikumbure	NOUN
cana-4442	365	9	,	,	PUNCT
cana-4442	365	10	h.	h.	PROPN
cana-4442	365	11	s.	s.	PROPN
cana-4442	365	12	,	,	PUNCT
cana-4442	365	13	mcbride	mcbride	PROPN
cana-4442	365	14	,	,	PUNCT
cana-4442	365	15	b.	b.	PROPN
cana-4442	365	16	j.	j.	PROPN
cana-4442	365	17	,	,	PUNCT
cana-4442	365	18	vaagensmith	vaagensmith	PROPN
cana-4442	365	19	,	,	PUNCT
cana-4442	365	20	b.	b.	PROPN
cana-4442	365	21	,	,	PUNCT
cana-4442	365	22	singh	singh	PROPN
cana-4442	365	23	,	,	PUNCT
cana-4442	365	24	v.	v.	PROPN
cana-4442	365	25	k.	k.	PROPN
cana-4442	365	26	,	,	PUNCT
cana-4442	365	27	li	li	PROPN
cana-4442	365	28	,	,	PUNCT
cana-4442	365	29	r.	r.	PROPN
cana-4442	365	30	,	,	PUNCT
cana-4442	365	31	rieger	rieger	PROPN
cana-4442	365	32	,	,	PUNCT
cana-4442	365	33	c.	c.	PROPN
cana-4442	365	34	,	,	PUNCT
cana-4442	365	35	&	&	CCONJ
cana-4442	365	36	manic	manic	ADJ
cana-4442	365	37	,	,	PUNCT
cana-4442	365	38	m.	m.	NOUN
cana-4442	365	39	(	(	PUNCT
cana-4442	365	40	2023	2023	NUM
cana-4442	365	41	)	)	PUNCT
cana-4442	365	42	.	.	PUNCT
cana-4442	366	1	a	a	DET
cana-4442	366	2	review	review	NOUN
cana-4442	366	3	of	of	ADP
cana-4442	366	4	visualization	visualization	NOUN
cana-4442	366	5	methods	method	NOUN
cana-4442	366	6	for	for	ADP
cana-4442	366	7	cyber	cyber	NOUN
cana-4442	366	8	-	-	PUNCT
cana-4442	366	9	physical	physical	ADJ
cana-4442	366	10	security	security	NOUN
cana-4442	366	11	:	:	PUNCT
cana-4442	366	12	smart	smart	ADJ
cana-4442	366	13	grid	grid	NOUN
cana-4442	366	14	case	case	NOUN
cana-4442	366	15	study	study	NOUN
cana-4442	366	16	.	.	PUNCT
cana-4442	367	1	ieee	ieee	NOUN
cana-4442	367	2	access	access	NOUN
cana-4442	367	3	,	,	PUNCT
cana-4442	367	4	11	11	NUM
cana-4442	367	5	,	,	PUNCT
cana-4442	367	6	59788	59788	NUM
cana-4442	367	7	-	-	SYM
cana-4442	367	8	59803	59803	NUM
cana-4442	367	9	.	.	PUNCT
cana-4442	368	1	[	[	X
cana-4442	368	2	57	57	NUM
cana-4442	368	3	]	]	SYM
cana-4442	368	4	noorollahi	noorollahi	NOUN
cana-4442	368	5	,	,	PUNCT
cana-4442	368	6	y.	y.	PROPN
cana-4442	368	7	,	,	PUNCT
cana-4442	368	8	kalantari	kalantari	PROPN
cana-4442	368	9	,	,	PUNCT
cana-4442	368	10	a.	a.	PROPN
cana-4442	368	11	s.	s.	PROPN
cana-4442	368	12	,	,	PUNCT
cana-4442	368	13	saifoddin	saifoddin	PROPN
cana-4442	368	14	,	,	PUNCT
cana-4442	368	15	a.	a.	PROPN
cana-4442	368	16	,	,	PUNCT
cana-4442	368	17	&	&	CCONJ
cana-4442	368	18	yousefi	yousefi	PROPN
cana-4442	368	19	,	,	PUNCT
cana-4442	368	20	h.	h.	PROPN
cana-4442	368	21	(	(	PUNCT
cana-4442	368	22	2021	2021	NUM
cana-4442	368	23	)	)	PUNCT
cana-4442	368	24	.	.	PUNCT
cana-4442	369	1	distributed	distribute	VERB
cana-4442	369	2	wind	wind	NOUN
cana-4442	369	3	and	and	CCONJ
cana-4442	369	4	solar	solar	ADJ
cana-4442	369	5	power	power	NOUN
cana-4442	369	6	for	for	ADP
cana-4442	369	7	grid	grid	NOUN
cana-4442	369	8	sustainability	sustainability	NOUN
cana-4442	369	9	and	and	CCONJ
cana-4442	369	10	emission	emission	NOUN
cana-4442	369	11	reduction	reduction	NOUN
cana-4442	369	12	.	.	PUNCT
cana-4442	370	1	environmental	environmental	ADJ
cana-4442	370	2	progress	progress	NOUN
cana-4442	370	3	&	&	CCONJ
cana-4442	370	4	sustainable	sustainable	ADJ
cana-4442	370	5	energy	energy	NOUN
cana-4442	370	6	,	,	PUNCT
cana-4442	370	7	40	40	NUM
cana-4442	370	8	.	.	PUNCT