id	sid	tid	token	lemma	pos
ajema-6580	1	1	41	41	NUM
ajema-6580	1	2	journal	journal	NOUN
ajema-6580	1	3	of	of	ADP
ajema-6580	1	4	engineering	engineering	NOUN
ajema-6580	1	5	,	,	PUNCT
ajema-6580	1	6	mechanics	mechanic	NOUN
ajema-6580	1	7	and	and	CCONJ
ajema-6580	1	8	architecture	architecture	NOUN
ajema-6580	1	9	www	www	NOUN
ajema-6580	1	10	.	.	PUNCT
ajema-6580	2	1	grnjournal.us	grnjournal.us	PROPN
ajema-6580	2	2	american	american	PROPN
ajema-6580	2	3	journal	journal	PROPN
ajema-6580	2	4	of	of	ADP
ajema-6580	2	5	engineering	engineering	NOUN
ajema-6580	2	6	,	,	PUNCT
ajema-6580	2	7	mechanics	mechanic	NOUN
ajema-6580	2	8	and	and	CCONJ
ajema-6580	2	9	architecture	architecture	NOUN
ajema-6580	2	10	volume	volume	NOUN
ajema-6580	2	11	3	3	NUM
ajema-6580	2	12	,	,	PUNCT
ajema-6580	2	13	issue	issue	NOUN
ajema-6580	2	14	1	1	NUM
ajema-6580	2	15	,	,	PUNCT
ajema-6580	2	16	2025	2025	NUM
ajema-6580	2	17	issn	issn	X
ajema-6580	2	18	(	(	PUNCT
ajema-6580	2	19	e	e	NOUN
ajema-6580	2	20	):	):	PUNCT
ajema-6580	2	21	2993	2993	NUM
ajema-6580	2	22	-	-	SYM
ajema-6580	2	23	2637	2637	NUM
ajema-6580	2	24	artificial	artificial	ADJ
ajema-6580	2	25	intelligence	intelligence	NOUN
ajema-6580	2	26	in	in	ADP
ajema-6580	2	27	power	power	NOUN
ajema-6580	2	28	system	system	NOUN
ajema-6580	2	29	operations	operation	NOUN
ajema-6580	2	30	:	:	PUNCT
ajema-6580	2	31	applications	application	NOUN
ajema-6580	2	32	,	,	PUNCT
ajema-6580	2	33	challenges	challenge	NOUN
ajema-6580	2	34	,	,	PUNCT
ajema-6580	2	35	and	and	CCONJ
ajema-6580	2	36	future	future	ADJ
ajema-6580	2	37	directions	direction	NOUN
ajema-6580	2	38	israa	israa	ADJ
ajema-6580	2	39	abdulkareem	abdulkareem	VERB
ajema-6580	2	40	shakir	shakir	PROPN
ajema-6580	2	41	department	department	PROPN
ajema-6580	2	42	of	of	ADP
ajema-6580	2	43	construction	construction	NOUN
ajema-6580	2	44	and	and	CCONJ
ajema-6580	2	45	projects	project	NOUN
ajema-6580	2	46	,	,	PUNCT
ajema-6580	2	47	university	university	NOUN
ajema-6580	2	48	presidency	presidency	NOUN
ajema-6580	2	49	,	,	PUNCT
ajema-6580	2	50	university	university	NOUN
ajema-6580	2	51	of	of	ADP
ajema-6580	2	52	samarra	samarra	NOUN
ajema-6580	2	53	,	,	PUNCT
ajema-6580	2	54	iraq	iraq	PROPN
ajema-6580	2	55	abstract	abstract	NOUN
ajema-6580	2	56	:	:	PUNCT
ajema-6580	2	57	this	this	DET
ajema-6580	2	58	review	review	NOUN
ajema-6580	2	59	provides	provide	VERB
ajema-6580	2	60	a	a	DET
ajema-6580	2	61	comprehensive	comprehensive	ADJ
ajema-6580	2	62	exploration	exploration	NOUN
ajema-6580	2	63	of	of	ADP
ajema-6580	2	64	the	the	DET
ajema-6580	2	65	transformative	transformative	ADJ
ajema-6580	2	66	role	role	NOUN
ajema-6580	2	67	of	of	ADP
ajema-6580	2	68	artificial	artificial	ADJ
ajema-6580	2	69	intelligence	intelligence	NOUN
ajema-6580	2	70	(	(	PUNCT
ajema-6580	2	71	ai	ai	NOUN
ajema-6580	2	72	)	)	PUNCT
ajema-6580	2	73	in	in	ADP
ajema-6580	2	74	power	power	NOUN
ajema-6580	2	75	system	system	NOUN
ajema-6580	2	76	operations	operation	NOUN
ajema-6580	2	77	.	.	PUNCT
ajema-6580	3	1	the	the	DET
ajema-6580	3	2	paper	paper	NOUN
ajema-6580	3	3	delves	delve	VERB
ajema-6580	3	4	into	into	ADP
ajema-6580	3	5	the	the	DET
ajema-6580	3	6	historical	historical	ADJ
ajema-6580	3	7	evolution	evolution	NOUN
ajema-6580	3	8	of	of	ADP
ajema-6580	3	9	ai	ai	PROPN
ajema-6580	3	10	applications	application	NOUN
ajema-6580	3	11	in	in	ADP
ajema-6580	3	12	energy	energy	NOUN
ajema-6580	3	13	management	management	NOUN
ajema-6580	3	14	,	,	PUNCT
ajema-6580	3	15	highlighting	highlight	VERB
ajema-6580	3	16	its	its	PRON
ajema-6580	3	17	impact	impact	NOUN
ajema-6580	3	18	on	on	ADP
ajema-6580	3	19	load	load	NOUN
ajema-6580	3	20	forecasting	forecasting	NOUN
ajema-6580	3	21	,	,	PUNCT
ajema-6580	3	22	demand	demand	NOUN
ajema-6580	3	23	-	-	PUNCT
ajema-6580	3	24	side	side	NOUN
ajema-6580	3	25	management	management	NOUN
ajema-6580	3	26	,	,	PUNCT
ajema-6580	3	27	fault	fault	NOUN
ajema-6580	3	28	detection	detection	NOUN
ajema-6580	3	29	,	,	PUNCT
ajema-6580	3	30	grid	grid	NOUN
ajema-6580	3	31	stability	stability	NOUN
ajema-6580	3	32	,	,	PUNCT
ajema-6580	3	33	and	and	CCONJ
ajema-6580	3	34	renewable	renewable	ADJ
ajema-6580	3	35	energy	energy	NOUN
ajema-6580	3	36	integration	integration	NOUN
ajema-6580	3	37	.	.	PUNCT
ajema-6580	4	1	it	it	PRON
ajema-6580	4	2	addresses	address	VERB
ajema-6580	4	3	the	the	DET
ajema-6580	4	4	key	key	ADJ
ajema-6580	4	5	challenges	challenge	NOUN
ajema-6580	4	6	faced	face	VERB
ajema-6580	4	7	during	during	ADP
ajema-6580	4	8	implementation	implementation	NOUN
ajema-6580	4	9	,	,	PUNCT
ajema-6580	4	10	including	include	VERB
ajema-6580	4	11	data	datum	NOUN
ajema-6580	4	12	quality	quality	NOUN
ajema-6580	4	13	,	,	PUNCT
ajema-6580	4	14	computational	computational	ADJ
ajema-6580	4	15	complexity	complexity	NOUN
ajema-6580	4	16	,	,	PUNCT
ajema-6580	4	17	legacy	legacy	NOUN
ajema-6580	4	18	system	system	NOUN
ajema-6580	4	19	integration	integration	NOUN
ajema-6580	4	20	,	,	PUNCT
ajema-6580	4	21	cybersecurity	cybersecurity	NOUN
ajema-6580	4	22	,	,	PUNCT
ajema-6580	4	23	and	and	CCONJ
ajema-6580	4	24	ethical	ethical	ADJ
ajema-6580	4	25	considerations	consideration	NOUN
ajema-6580	4	26	.	.	PUNCT
ajema-6580	5	1	future	future	ADJ
ajema-6580	5	2	directions	direction	NOUN
ajema-6580	5	3	are	be	AUX
ajema-6580	5	4	discussed	discuss	VERB
ajema-6580	5	5	,	,	PUNCT
ajema-6580	5	6	emphasizing	emphasize	VERB
ajema-6580	5	7	predictive	predictive	ADJ
ajema-6580	5	8	maintenance	maintenance	NOUN
ajema-6580	5	9	,	,	PUNCT
ajema-6580	5	10	decentralized	decentralized	ADJ
ajema-6580	5	11	grids	grid	NOUN
ajema-6580	5	12	,	,	PUNCT
ajema-6580	5	13	hybrid	hybrid	ADJ
ajema-6580	5	14	ai	ai	PROPN
ajema-6580	5	15	models	model	NOUN
ajema-6580	5	16	,	,	PUNCT
ajema-6580	5	17	and	and	CCONJ
ajema-6580	5	18	real	real	ADJ
ajema-6580	5	19	-	-	PUNCT
ajema-6580	5	20	time	time	NOUN
ajema-6580	5	21	decision	decision	NOUN
ajema-6580	5	22	-	-	PUNCT
ajema-6580	5	23	making	making	NOUN
ajema-6580	5	24	.	.	PUNCT
ajema-6580	6	1	the	the	DET
ajema-6580	6	2	review	review	NOUN
ajema-6580	6	3	also	also	ADV
ajema-6580	6	4	presents	present	VERB
ajema-6580	6	5	case	case	NOUN
ajema-6580	6	6	studies	study	NOUN
ajema-6580	6	7	demonstrating	demonstrate	VERB
ajema-6580	6	8	successful	successful	ADJ
ajema-6580	6	9	ai	ai	VERB
ajema-6580	6	10	applications	application	NOUN
ajema-6580	6	11	in	in	ADP
ajema-6580	6	12	power	power	NOUN
ajema-6580	6	13	systems	system	NOUN
ajema-6580	6	14	,	,	PUNCT
ajema-6580	6	15	such	such	ADJ
ajema-6580	6	16	as	as	ADP
ajema-6580	6	17	those	those	PRON
ajema-6580	6	18	by	by	ADP
ajema-6580	6	19	siemens	siemen	NOUN
ajema-6580	6	20	and	and	CCONJ
ajema-6580	6	21	general	general	PROPN
ajema-6580	6	22	electric	electric	PROPN
ajema-6580	6	23	,	,	PUNCT
ajema-6580	6	24	showcasing	showcase	VERB
ajema-6580	6	25	performance	performance	NOUN
ajema-6580	6	26	improvements	improvement	NOUN
ajema-6580	6	27	and	and	CCONJ
ajema-6580	6	28	cost	cost	NOUN
ajema-6580	6	29	savings	saving	NOUN
ajema-6580	6	30	.	.	PUNCT
ajema-6580	7	1	finally	finally	ADV
ajema-6580	7	2	,	,	PUNCT
ajema-6580	7	3	practical	practical	ADJ
ajema-6580	7	4	recommendations	recommendation	NOUN
ajema-6580	7	5	are	be	AUX
ajema-6580	7	6	provided	provide	VERB
ajema-6580	7	7	for	for	ADP
ajema-6580	7	8	seamless	seamless	ADJ
ajema-6580	7	9	ai	ai	VERB
ajema-6580	7	10	integration	integration	NOUN
ajema-6580	7	11	,	,	PUNCT
ajema-6580	7	12	underscoring	underscore	VERB
ajema-6580	7	13	the	the	DET
ajema-6580	7	14	importance	importance	NOUN
ajema-6580	7	15	of	of	ADP
ajema-6580	7	16	industry	industry	NOUN
ajema-6580	7	17	-	-	PUNCT
ajema-6580	7	18	academia	academia	NOUN
ajema-6580	7	19	partnerships	partnership	NOUN
ajema-6580	7	20	and	and	CCONJ
ajema-6580	7	21	training	training	NOUN
ajema-6580	7	22	programs	program	NOUN
ajema-6580	7	23	for	for	ADP
ajema-6580	7	24	engineers	engineer	NOUN
ajema-6580	7	25	to	to	ADP
ajema-6580	7	26	leverage	leverage	NOUN
ajema-6580	7	27	ai	ai	VERB
ajema-6580	7	28	effectively	effectively	ADV
ajema-6580	7	29	.	.	PUNCT
ajema-6580	8	1	ai	ai	VERB
ajema-6580	8	2	's	's	PART
ajema-6580	8	3	potential	potential	NOUN
ajema-6580	8	4	in	in	ADP
ajema-6580	8	5	revolutionizing	revolutionize	VERB
ajema-6580	8	6	the	the	DET
ajema-6580	8	7	energy	energy	NOUN
ajema-6580	8	8	sector	sector	NOUN
ajema-6580	8	9	is	be	AUX
ajema-6580	8	10	undeniable	undeniable	ADJ
ajema-6580	8	11	,	,	PUNCT
ajema-6580	8	12	paving	pave	VERB
ajema-6580	8	13	the	the	DET
ajema-6580	8	14	way	way	NOUN
ajema-6580	8	15	for	for	SCONJ
ajema-6580	8	16	more	more	ADV
ajema-6580	8	17	efficient	efficient	ADJ
ajema-6580	8	18	,	,	PUNCT
ajema-6580	8	19	reliable	reliable	ADJ
ajema-6580	8	20	,	,	PUNCT
ajema-6580	8	21	and	and	CCONJ
ajema-6580	8	22	sustainable	sustainable	ADJ
ajema-6580	8	23	power	power	NOUN
ajema-6580	8	24	systems	system	NOUN
ajema-6580	8	25	to	to	PART
ajema-6580	8	26	meet	meet	VERB
ajema-6580	8	27	future	future	ADJ
ajema-6580	8	28	energy	energy	NOUN
ajema-6580	8	29	demands	demand	NOUN
ajema-6580	8	30	.	.	PUNCT
ajema-6580	9	1	keywords	keyword	NOUN
ajema-6580	9	2	:	:	PUNCT
ajema-6580	9	3	artificial	artificial	ADJ
ajema-6580	9	4	intelligence	intelligence	NOUN
ajema-6580	9	5	,	,	PUNCT
ajema-6580	9	6	power	power	NOUN
ajema-6580	9	7	systems	system	NOUN
ajema-6580	9	8	,	,	PUNCT
ajema-6580	9	9	renewable	renewable	ADJ
ajema-6580	9	10	energy	energy	NOUN
ajema-6580	9	11	,	,	PUNCT
ajema-6580	9	12	load	load	NOUN
ajema-6580	9	13	forecasting	forecasting	NOUN
ajema-6580	9	14	,	,	PUNCT
ajema-6580	9	15	grid	grid	NOUN
ajema-6580	9	16	stability	stability	NOUN
ajema-6580	9	17	,	,	PUNCT
ajema-6580	9	18	predictive	predictive	ADJ
ajema-6580	9	19	maintenance	maintenance	NOUN
ajema-6580	9	20	.	.	PUNCT
ajema-6580	10	1	introduction	introduction	NOUN
ajema-6580	10	2	to	to	ADP
ajema-6580	10	3	artificial	artificial	ADJ
ajema-6580	10	4	intelligence	intelligence	NOUN
ajema-6580	10	5	in	in	ADP
ajema-6580	10	6	power	power	NOUN
ajema-6580	10	7	systems	system	NOUN
ajema-6580	10	8	1	1	NUM
ajema-6580	10	9	.	.	PUNCT
ajema-6580	11	1	principles	principle	NOUN
ajema-6580	11	2	of	of	ADP
ajema-6580	11	3	artificial	artificial	ADJ
ajema-6580	11	4	intelligence	intelligence	NOUN
ajema-6580	11	5	and	and	CCONJ
ajema-6580	11	6	its	its	PRON
ajema-6580	11	7	role	role	NOUN
ajema-6580	11	8	in	in	ADP
ajema-6580	11	9	enhancing	enhance	VERB
ajema-6580	11	10	power	power	NOUN
ajema-6580	11	11	system	system	NOUN
ajema-6580	11	12	operations	operation	NOUN
ajema-6580	11	13	artificial	artificial	ADJ
ajema-6580	11	14	intelligence	intelligence	NOUN
ajema-6580	11	15	(	(	PUNCT
ajema-6580	11	16	ai	ai	PROPN
ajema-6580	11	17	)	)	PUNCT
ajema-6580	11	18	is	be	AUX
ajema-6580	11	19	a	a	DET
ajema-6580	11	20	branch	branch	NOUN
ajema-6580	11	21	of	of	ADP
ajema-6580	11	22	computer	computer	NOUN
ajema-6580	11	23	science	science	NOUN
ajema-6580	11	24	that	that	PRON
ajema-6580	11	25	focuses	focus	VERB
ajema-6580	11	26	on	on	ADP
ajema-6580	11	27	developing	develop	VERB
ajema-6580	11	28	systems	system	NOUN
ajema-6580	11	29	capable	capable	ADJ
ajema-6580	11	30	of	of	ADP
ajema-6580	11	31	performing	perform	VERB
ajema-6580	11	32	tasks	task	NOUN
ajema-6580	11	33	requiring	require	VERB
ajema-6580	11	34	human	human	ADJ
ajema-6580	11	35	intelligence	intelligence	NOUN
ajema-6580	11	36	.	.	PUNCT
ajema-6580	12	1	in	in	ADP
ajema-6580	12	2	power	power	NOUN
ajema-6580	12	3	systems	system	NOUN
ajema-6580	12	4	,	,	PUNCT
ajema-6580	12	5	ai	ai	VERB
ajema-6580	12	6	applications	application	NOUN
ajema-6580	12	7	include	include	VERB
ajema-6580	12	8	load	load	NOUN
ajema-6580	12	9	forecasting	forecasting	NOUN
ajema-6580	12	10	,	,	PUNCT
ajema-6580	12	11	resource	resource	NOUN
ajema-6580	12	12	optimization	optimization	NOUN
ajema-6580	12	13	,	,	PUNCT
ajema-6580	12	14	and	and	CCONJ
ajema-6580	12	15	loss	loss	NOUN
ajema-6580	12	16	minimization	minimization	NOUN
ajema-6580	12	17	.	.	PUNCT
ajema-6580	13	1	by	by	ADP
ajema-6580	13	2	analyzing	analyze	VERB
ajema-6580	13	3	complex	complex	ADJ
ajema-6580	13	4	data	datum	NOUN
ajema-6580	13	5	and	and	CCONJ
ajema-6580	13	6	identifying	identify	VERB
ajema-6580	13	7	patterns	pattern	NOUN
ajema-6580	13	8	,	,	PUNCT
ajema-6580	13	9	ai	ai	AUX
ajema-6580	13	10	enhances	enhance	NOUN
ajema-6580	13	11	operational	operational	ADJ
ajema-6580	13	12	efficiency	efficiency	NOUN
ajema-6580	13	13	,	,	PUNCT
ajema-6580	13	14	reliability	reliability	NOUN
ajema-6580	13	15	,	,	PUNCT
ajema-6580	13	16	and	and	CCONJ
ajema-6580	13	17	costeffectiveness	costeffectiveness	NOUN
ajema-6580	13	18	.	.	PUNCT
ajema-6580	14	1	for	for	ADP
ajema-6580	14	2	instance	instance	NOUN
ajema-6580	14	3	,	,	PUNCT
ajema-6580	14	4	ai	ai	ADJ
ajema-6580	14	5	-	-	PUNCT
ajema-6580	14	6	driven	drive	VERB
ajema-6580	14	7	predictive	predictive	ADJ
ajema-6580	14	8	maintenance	maintenance	NOUN
ajema-6580	14	9	reduces	reduce	VERB
ajema-6580	14	10	downtime	downtime	NOUN
ajema-6580	14	11	and	and	CCONJ
ajema-6580	14	12	optimizes	optimize	VERB
ajema-6580	14	13	resource	resource	NOUN
ajema-6580	14	14	allocation	allocation	NOUN
ajema-6580	14	15	(	(	PUNCT
ajema-6580	14	16	1,2	1,2	NUM
ajema-6580	14	17	)	)	PUNCT
ajema-6580	14	18	.	.	PUNCT
ajema-6580	15	1	2	2	X
ajema-6580	15	2	.	.	X
ajema-6580	15	3	history	history	NOUN
ajema-6580	15	4	of	of	ADP
ajema-6580	15	5	ai	ai	VERB
ajema-6580	15	6	in	in	ADP
ajema-6580	15	7	power	power	NOUN
ajema-6580	15	8	systems	system	NOUN
ajema-6580	15	9	the	the	DET
ajema-6580	15	10	use	use	NOUN
ajema-6580	15	11	of	of	ADP
ajema-6580	15	12	ai	ai	NOUN
ajema-6580	15	13	in	in	ADP
ajema-6580	15	14	power	power	NOUN
ajema-6580	15	15	systems	system	NOUN
ajema-6580	15	16	began	begin	VERB
ajema-6580	15	17	in	in	ADP
ajema-6580	15	18	the	the	DET
ajema-6580	15	19	1970s	1970	NOUN
ajema-6580	15	20	with	with	ADP
ajema-6580	15	21	expert	expert	NOUN
ajema-6580	15	22	systems	system	NOUN
ajema-6580	15	23	designed	design	VERB
ajema-6580	15	24	to	to	PART
ajema-6580	15	25	simulate	simulate	VERB
ajema-6580	15	26	human	human	ADJ
ajema-6580	15	27	decision	decision	NOUN
ajema-6580	15	28	-	-	PUNCT
ajema-6580	15	29	making	making	NOUN
ajema-6580	15	30	.	.	PUNCT
ajema-6580	16	1	in	in	ADP
ajema-6580	16	2	the	the	DET
ajema-6580	16	3	1990s	1990	NOUN
ajema-6580	16	4	,	,	PUNCT
ajema-6580	16	5	neural	neural	ADJ
ajema-6580	16	6	networks	network	NOUN
ajema-6580	16	7	gained	gain	VERB
ajema-6580	16	8	traction	traction	NOUN
ajema-6580	16	9	for	for	ADP
ajema-6580	16	10	load	load	NOUN
ajema-6580	16	11	forecasting	forecasting	NOUN
ajema-6580	16	12	and	and	CCONJ
ajema-6580	16	13	network	network	NOUN
ajema-6580	16	14	optimization	optimization	NOUN
ajema-6580	16	15	.	.	PUNCT
ajema-6580	17	1	with	with	ADP
ajema-6580	17	2	advancements	advancement	NOUN
ajema-6580	17	3	in	in	ADP
ajema-6580	17	4	computing	computing	NOUN
ajema-6580	17	5	and	and	CCONJ
ajema-6580	17	6	data	datum	NOUN
ajema-6580	17	7	analysis	analysis	NOUN
ajema-6580	17	8	,	,	PUNCT
ajema-6580	17	9	ai	ai	VERB
ajema-6580	17	10	applications	application	NOUN
ajema-6580	17	11	expanded	expand	VERB
ajema-6580	17	12	in	in	ADP
ajema-6580	17	13	the	the	DET
ajema-6580	17	14	2000s	2000s	NUM
ajema-6580	17	15	to	to	PART
ajema-6580	17	16	include	include	VERB
ajema-6580	17	17	renewable	renewable	ADJ
ajema-6580	17	18	energy	energy	NOUN
ajema-6580	17	19	systems	system	NOUN
ajema-6580	17	20	and	and	CCONJ
ajema-6580	17	21	big	big	ADJ
ajema-6580	17	22	data	datum	NOUN
ajema-6580	17	23	analytics	analytic	NOUN
ajema-6580	17	24	.	.	PUNCT
ajema-6580	18	1	these	these	DET
ajema-6580	18	2	developments	development	NOUN
ajema-6580	18	3	have	have	AUX
ajema-6580	18	4	revolutionized	revolutionize	VERB
ajema-6580	18	5	energy	energy	NOUN
ajema-6580	18	6	generation	generation	NOUN
ajema-6580	18	7	,	,	PUNCT
ajema-6580	18	8	distribution	distribution	NOUN
ajema-6580	18	9	,	,	PUNCT
ajema-6580	18	10	and	and	CCONJ
ajema-6580	18	11	management	management	NOUN
ajema-6580	18	12	(	(	PUNCT
ajema-6580	18	13	2,3	2,3	NUM
ajema-6580	18	14	)	)	PUNCT
ajema-6580	18	15	.	.	PUNCT
ajema-6580	19	1	42	42	NUM
ajema-6580	19	2	journal	journal	NOUN
ajema-6580	19	3	of	of	ADP
ajema-6580	19	4	engineering	engineering	NOUN
ajema-6580	19	5	,	,	PUNCT
ajema-6580	19	6	mechanics	mechanic	NOUN
ajema-6580	19	7	and	and	CCONJ
ajema-6580	19	8	architecture	architecture	NOUN
ajema-6580	19	9	www	www	NOUN
ajema-6580	19	10	.	.	PROPN
ajema-6580	20	1	grnjournal.us	grnjournal.us	X
ajema-6580	20	2	3	3	X
ajema-6580	20	3	.	.	NUM
ajema-6580	20	4	types	type	NOUN
ajema-6580	20	5	of	of	ADP
ajema-6580	20	6	ai	ai	VERB
ajema-6580	20	7	techniques	technique	NOUN
ajema-6580	20	8	used	use	VERB
ajema-6580	20	9	in	in	ADP
ajema-6580	20	10	power	power	NOUN
ajema-6580	20	11	systems	system	NOUN
ajema-6580	20	12	1	1	NUM
ajema-6580	20	13	.	.	PUNCT
ajema-6580	20	14	machine	machine	NOUN
ajema-6580	20	15	learning	learning	NOUN
ajema-6580	20	16	(	(	PUNCT
ajema-6580	20	17	ml	ml	ADP
ajema-6580	20	18	):	):	PUNCT
ajema-6580	20	19	ml	ml	NOUN
ajema-6580	20	20	techniques	technique	NOUN
ajema-6580	20	21	analyze	analyze	VERB
ajema-6580	20	22	large	large	ADJ
ajema-6580	20	23	datasets	dataset	NOUN
ajema-6580	20	24	to	to	PART
ajema-6580	20	25	develop	develop	VERB
ajema-6580	20	26	predictive	predictive	ADJ
ajema-6580	20	27	models	model	NOUN
ajema-6580	20	28	for	for	ADP
ajema-6580	20	29	future	future	ADJ
ajema-6580	20	30	system	system	NOUN
ajema-6580	20	31	behavior	behavior	NOUN
ajema-6580	20	32	.	.	PUNCT
ajema-6580	21	1	for	for	ADP
ajema-6580	21	2	example	example	NOUN
ajema-6580	21	3	,	,	PUNCT
ajema-6580	21	4	ml	ml	X
ajema-6580	21	5	is	be	AUX
ajema-6580	21	6	widely	widely	ADV
ajema-6580	21	7	used	use	VERB
ajema-6580	21	8	for	for	ADP
ajema-6580	21	9	predicting	predict	VERB
ajema-6580	21	10	electricity	electricity	NOUN
ajema-6580	21	11	consumption	consumption	NOUN
ajema-6580	21	12	patterns	pattern	NOUN
ajema-6580	21	13	and	and	CCONJ
ajema-6580	21	14	optimizing	optimize	VERB
ajema-6580	21	15	grid	grid	NOUN
ajema-6580	21	16	performance	performance	NOUN
ajema-6580	21	17	(	(	PUNCT
ajema-6580	21	18	4	4	NUM
ajema-6580	21	19	)	)	PUNCT
ajema-6580	21	20	.	.	PUNCT
ajema-6580	22	1	2	2	X
ajema-6580	22	2	.	.	X
ajema-6580	22	3	artificial	artificial	ADJ
ajema-6580	22	4	neural	neural	ADJ
ajema-6580	22	5	networks	network	NOUN
ajema-6580	22	6	(	(	PUNCT
ajema-6580	22	7	anns	anns	PROPN
ajema-6580	22	8	):	):	PUNCT
ajema-6580	22	9	anns	ann	NOUN
ajema-6580	22	10	mimic	mimic	ADJ
ajema-6580	22	11	human	human	ADJ
ajema-6580	22	12	brain	brain	NOUN
ajema-6580	22	13	function	function	NOUN
ajema-6580	22	14	by	by	ADP
ajema-6580	22	15	creating	create	VERB
ajema-6580	22	16	connections	connection	NOUN
ajema-6580	22	17	between	between	ADP
ajema-6580	22	18	inputs	input	NOUN
ajema-6580	22	19	and	and	CCONJ
ajema-6580	22	20	outputs	output	NOUN
ajema-6580	22	21	.	.	PUNCT
ajema-6580	23	1	they	they	PRON
ajema-6580	23	2	are	be	AUX
ajema-6580	23	3	employed	employ	VERB
ajema-6580	23	4	for	for	ADP
ajema-6580	23	5	applications	application	NOUN
ajema-6580	23	6	like	like	ADP
ajema-6580	23	7	demand	demand	NOUN
ajema-6580	23	8	forecasting	forecasting	NOUN
ajema-6580	23	9	and	and	CCONJ
ajema-6580	23	10	stability	stability	NOUN
ajema-6580	23	11	analysis	analysis	NOUN
ajema-6580	23	12	of	of	ADP
ajema-6580	23	13	power	power	NOUN
ajema-6580	23	14	systems	system	NOUN
ajema-6580	23	15	(	(	PUNCT
ajema-6580	23	16	3,4	3,4	NUM
ajema-6580	23	17	)	)	PUNCT
ajema-6580	23	18	.	.	PUNCT
ajema-6580	24	1	3	3	X
ajema-6580	24	2	.	.	X
ajema-6580	24	3	genetic	genetic	ADJ
ajema-6580	24	4	algorithms	algorithm	NOUN
ajema-6580	24	5	(	(	PUNCT
ajema-6580	24	6	gas	gas	NOUN
ajema-6580	24	7	):	):	PUNCT
ajema-6580	24	8	gas	gas	NOUN
ajema-6580	24	9	optimize	optimize	NOUN
ajema-6580	24	10	the	the	DET
ajema-6580	24	11	design	design	NOUN
ajema-6580	24	12	and	and	CCONJ
ajema-6580	24	13	operation	operation	NOUN
ajema-6580	24	14	of	of	ADP
ajema-6580	24	15	electrical	electrical	ADJ
ajema-6580	24	16	networks	network	NOUN
ajema-6580	24	17	by	by	ADP
ajema-6580	24	18	simulating	simulate	VERB
ajema-6580	24	19	natural	natural	ADJ
ajema-6580	24	20	selection	selection	NOUN
ajema-6580	24	21	processes	process	NOUN
ajema-6580	24	22	.	.	PUNCT
ajema-6580	25	1	this	this	DET
ajema-6580	25	2	technique	technique	NOUN
ajema-6580	25	3	is	be	AUX
ajema-6580	25	4	particularly	particularly	ADV
ajema-6580	25	5	effective	effective	ADJ
ajema-6580	25	6	for	for	ADP
ajema-6580	25	7	complex	complex	ADJ
ajema-6580	25	8	optimization	optimization	NOUN
ajema-6580	25	9	problems	problem	NOUN
ajema-6580	25	10	such	such	ADJ
ajema-6580	25	11	as	as	ADP
ajema-6580	25	12	grid	grid	NOUN
ajema-6580	25	13	planning	planning	NOUN
ajema-6580	25	14	and	and	CCONJ
ajema-6580	25	15	fault	fault	VERB
ajema-6580	25	16	diagnosis	diagnosis	NOUN
ajema-6580	25	17	(	(	PUNCT
ajema-6580	25	18	5	5	NUM
ajema-6580	25	19	)	)	PUNCT
ajema-6580	25	20	.	.	PUNCT
ajema-6580	26	1	applications	application	NOUN
ajema-6580	26	2	of	of	ADP
ajema-6580	26	3	ai	ai	NOUN
ajema-6580	26	4	in	in	ADP
ajema-6580	26	5	power	power	NOUN
ajema-6580	26	6	system	system	NOUN
ajema-6580	26	7	operations	operation	NOUN
ajema-6580	26	8	1	1	NUM
ajema-6580	26	9	.	.	PUNCT
ajema-6580	26	10	load	load	NOUN
ajema-6580	26	11	forecasting	forecast	VERB
ajema-6580	26	12	artificial	artificial	ADJ
ajema-6580	26	13	intelligence	intelligence	NOUN
ajema-6580	26	14	(	(	PUNCT
ajema-6580	26	15	ai	ai	NOUN
ajema-6580	26	16	)	)	PUNCT
ajema-6580	26	17	significantly	significantly	ADV
ajema-6580	26	18	improves	improve	VERB
ajema-6580	26	19	load	load	NOUN
ajema-6580	26	20	forecasting	forecasting	NOUN
ajema-6580	26	21	accuracy	accuracy	NOUN
ajema-6580	26	22	by	by	ADP
ajema-6580	26	23	employing	employ	VERB
ajema-6580	26	24	artificial	artificial	ADJ
ajema-6580	26	25	neural	neural	ADJ
ajema-6580	26	26	networks	network	NOUN
ajema-6580	26	27	(	(	PUNCT
ajema-6580	26	28	anns	anns	NOUN
ajema-6580	26	29	)	)	PUNCT
ajema-6580	26	30	and	and	CCONJ
ajema-6580	26	31	deep	deep	ADJ
ajema-6580	26	32	learning	learning	NOUN
ajema-6580	26	33	models	model	NOUN
ajema-6580	26	34	.	.	PUNCT
ajema-6580	27	1	these	these	DET
ajema-6580	27	2	technologies	technology	NOUN
ajema-6580	27	3	analyze	analyze	VERB
ajema-6580	27	4	historical	historical	ADJ
ajema-6580	27	5	data	datum	NOUN
ajema-6580	27	6	and	and	CCONJ
ajema-6580	27	7	detect	detect	VERB
ajema-6580	27	8	patterns	pattern	NOUN
ajema-6580	27	9	,	,	PUNCT
ajema-6580	27	10	enabling	enable	VERB
ajema-6580	27	11	utilities	utility	NOUN
ajema-6580	27	12	to	to	PART
ajema-6580	27	13	predict	predict	VERB
ajema-6580	27	14	electricity	electricity	NOUN
ajema-6580	27	15	demand	demand	NOUN
ajema-6580	27	16	more	more	ADV
ajema-6580	27	17	precisely	precisely	ADV
ajema-6580	27	18	.	.	PUNCT
ajema-6580	28	1	accurate	accurate	ADJ
ajema-6580	28	2	load	load	NOUN
ajema-6580	28	3	forecasting	forecasting	NOUN
ajema-6580	28	4	helps	help	VERB
ajema-6580	28	5	reduce	reduce	VERB
ajema-6580	28	6	energy	energy	NOUN
ajema-6580	28	7	waste	waste	NOUN
ajema-6580	28	8	,	,	PUNCT
ajema-6580	28	9	optimize	optimize	NOUN
ajema-6580	28	10	generation	generation	NOUN
ajema-6580	28	11	schedules	schedule	NOUN
ajema-6580	28	12	,	,	PUNCT
ajema-6580	28	13	and	and	CCONJ
ajema-6580	28	14	improve	improve	VERB
ajema-6580	28	15	overall	overall	ADJ
ajema-6580	28	16	grid	grid	NOUN
ajema-6580	28	17	reliability	reliability	NOUN
ajema-6580	28	18	(	(	PUNCT
ajema-6580	28	19	1,2	1,2	NUM
ajema-6580	28	20	)	)	PUNCT
ajema-6580	28	21	.	.	PUNCT
ajema-6580	29	1	2	2	X
ajema-6580	29	2	.	.	X
ajema-6580	29	3	demand	demand	NOUN
ajema-6580	29	4	-	-	PUNCT
ajema-6580	29	5	side	side	NOUN
ajema-6580	29	6	management	management	NOUN
ajema-6580	29	7	ai	ai	VERB
ajema-6580	29	8	enhances	enhance	VERB
ajema-6580	29	9	demand	demand	NOUN
ajema-6580	29	10	-	-	PUNCT
ajema-6580	29	11	side	side	NOUN
ajema-6580	29	12	management	management	NOUN
ajema-6580	29	13	by	by	ADP
ajema-6580	29	14	analyzing	analyze	VERB
ajema-6580	29	15	consumer	consumer	NOUN
ajema-6580	29	16	behavior	behavior	NOUN
ajema-6580	29	17	and	and	CCONJ
ajema-6580	29	18	optimizing	optimize	VERB
ajema-6580	29	19	energy	energy	NOUN
ajema-6580	29	20	usage	usage	NOUN
ajema-6580	29	21	patterns	pattern	NOUN
ajema-6580	29	22	.	.	PUNCT
ajema-6580	30	1	machine	machine	NOUN
ajema-6580	30	2	learning	learn	VERB
ajema-6580	30	3	algorithms	algorithm	NOUN
ajema-6580	30	4	and	and	CCONJ
ajema-6580	30	5	iot	iot	PROPN
ajema-6580	30	6	devices	device	NOUN
ajema-6580	30	7	enable	enable	VERB
ajema-6580	30	8	real	real	ADJ
ajema-6580	30	9	-	-	PUNCT
ajema-6580	30	10	time	time	NOUN
ajema-6580	30	11	monitoring	monitoring	NOUN
ajema-6580	30	12	of	of	ADP
ajema-6580	30	13	consumption	consumption	NOUN
ajema-6580	30	14	and	and	CCONJ
ajema-6580	30	15	provide	provide	VERB
ajema-6580	30	16	actionable	actionable	ADJ
ajema-6580	30	17	insights	insight	NOUN
ajema-6580	30	18	.	.	PUNCT
ajema-6580	31	1	these	these	DET
ajema-6580	31	2	insights	insight	NOUN
ajema-6580	31	3	help	help	VERB
ajema-6580	31	4	utilities	utility	NOUN
ajema-6580	31	5	implement	implement	VERB
ajema-6580	31	6	demand	demand	NOUN
ajema-6580	31	7	response	response	NOUN
ajema-6580	31	8	programs	program	NOUN
ajema-6580	31	9	and	and	CCONJ
ajema-6580	31	10	consumers	consumer	NOUN
ajema-6580	31	11	optimize	optimize	VERB
ajema-6580	31	12	their	their	PRON
ajema-6580	31	13	energy	energy	NOUN
ajema-6580	31	14	use	use	NOUN
ajema-6580	31	15	,	,	PUNCT
ajema-6580	31	16	reducing	reduce	VERB
ajema-6580	31	17	peak	peak	NOUN
ajema-6580	31	18	loads	load	NOUN
ajema-6580	31	19	and	and	CCONJ
ajema-6580	31	20	operational	operational	ADJ
ajema-6580	31	21	costs	cost	NOUN
ajema-6580	31	22	(	(	PUNCT
ajema-6580	31	23	3	3	NUM
ajema-6580	31	24	)	)	PUNCT
ajema-6580	31	25	.	.	PUNCT
ajema-6580	32	1	3	3	X
ajema-6580	32	2	.	.	X
ajema-6580	32	3	fault	fault	VERB
ajema-6580	32	4	detection	detection	NOUN
ajema-6580	32	5	and	and	CCONJ
ajema-6580	32	6	diagnosis	diagnosis	NOUN
ajema-6580	32	7	ai	ai	NOUN
ajema-6580	32	8	-	-	PUNCT
ajema-6580	32	9	powered	power	VERB
ajema-6580	32	10	systems	system	NOUN
ajema-6580	32	11	are	be	AUX
ajema-6580	32	12	widely	widely	ADV
ajema-6580	32	13	used	use	VERB
ajema-6580	32	14	for	for	ADP
ajema-6580	32	15	early	early	ADJ
ajema-6580	32	16	fault	fault	NOUN
ajema-6580	32	17	detection	detection	NOUN
ajema-6580	32	18	and	and	CCONJ
ajema-6580	32	19	diagnosis	diagnosis	NOUN
ajema-6580	32	20	in	in	ADP
ajema-6580	32	21	power	power	NOUN
ajema-6580	32	22	grids	grid	NOUN
ajema-6580	32	23	.	.	PUNCT
ajema-6580	33	1	techniques	technique	NOUN
ajema-6580	33	2	like	like	ADP
ajema-6580	33	3	pattern	pattern	NOUN
ajema-6580	33	4	recognition	recognition	NOUN
ajema-6580	33	5	and	and	CCONJ
ajema-6580	33	6	machine	machine	NOUN
ajema-6580	33	7	learning	learn	VERB
ajema-6580	33	8	algorithms	algorithm	NOUN
ajema-6580	33	9	identify	identify	VERB
ajema-6580	33	10	anomalies	anomaly	NOUN
ajema-6580	33	11	in	in	ADP
ajema-6580	33	12	realtime	realtime	NOUN
ajema-6580	33	13	,	,	PUNCT
ajema-6580	33	14	allowing	allow	VERB
ajema-6580	33	15	for	for	ADP
ajema-6580	33	16	proactive	proactive	ADJ
ajema-6580	33	17	maintenance	maintenance	NOUN
ajema-6580	33	18	.	.	PUNCT
ajema-6580	34	1	this	this	PRON
ajema-6580	34	2	reduces	reduce	VERB
ajema-6580	34	3	downtime	downtime	NOUN
ajema-6580	34	4	,	,	PUNCT
ajema-6580	34	5	enhances	enhance	VERB
ajema-6580	34	6	grid	grid	NOUN
ajema-6580	34	7	reliability	reliability	NOUN
ajema-6580	34	8	,	,	PUNCT
ajema-6580	34	9	and	and	CCONJ
ajema-6580	34	10	minimizes	minimize	VERB
ajema-6580	34	11	financial	financial	ADJ
ajema-6580	34	12	losses	loss	NOUN
ajema-6580	34	13	associated	associate	VERB
ajema-6580	34	14	with	with	ADP
ajema-6580	34	15	equipment	equipment	NOUN
ajema-6580	34	16	failure	failure	NOUN
ajema-6580	34	17	(	(	PUNCT
ajema-6580	34	18	4,5	4,5	NUM
ajema-6580	34	19	)	)	PUNCT
ajema-6580	34	20	.	.	PUNCT
ajema-6580	35	1	4	4	X
ajema-6580	35	2	.	.	X
ajema-6580	35	3	grid	grid	NOUN
ajema-6580	35	4	stability	stability	NOUN
ajema-6580	35	5	and	and	CCONJ
ajema-6580	35	6	control	control	NOUN
ajema-6580	35	7	maintaining	maintain	VERB
ajema-6580	35	8	grid	grid	NOUN
ajema-6580	35	9	stability	stability	NOUN
ajema-6580	35	10	and	and	CCONJ
ajema-6580	35	11	frequency	frequency	NOUN
ajema-6580	35	12	management	management	NOUN
ajema-6580	35	13	are	be	AUX
ajema-6580	35	14	critical	critical	ADJ
ajema-6580	35	15	for	for	ADP
ajema-6580	35	16	power	power	NOUN
ajema-6580	35	17	system	system	NOUN
ajema-6580	35	18	operations	operation	NOUN
ajema-6580	35	19	.	.	PUNCT
ajema-6580	36	1	ai	ai	VERB
ajema-6580	36	2	-	-	PUNCT
ajema-6580	36	3	based	base	VERB
ajema-6580	36	4	tools	tool	NOUN
ajema-6580	36	5	analyze	analyze	VERB
ajema-6580	36	6	real	real	ADJ
ajema-6580	36	7	-	-	PUNCT
ajema-6580	36	8	time	time	NOUN
ajema-6580	36	9	data	datum	NOUN
ajema-6580	36	10	to	to	PART
ajema-6580	36	11	predict	predict	VERB
ajema-6580	36	12	disturbances	disturbance	NOUN
ajema-6580	36	13	and	and	CCONJ
ajema-6580	36	14	adjust	adjust	VERB
ajema-6580	36	15	control	control	NOUN
ajema-6580	36	16	mechanisms	mechanism	NOUN
ajema-6580	36	17	dynamically	dynamically	ADV
ajema-6580	36	18	.	.	PUNCT
ajema-6580	37	1	these	these	DET
ajema-6580	37	2	tools	tool	NOUN
ajema-6580	37	3	improve	improve	VERB
ajema-6580	37	4	grid	grid	NOUN
ajema-6580	37	5	resilience	resilience	NOUN
ajema-6580	37	6	and	and	CCONJ
ajema-6580	37	7	enable	enable	VERB
ajema-6580	37	8	faster	fast	ADJ
ajema-6580	37	9	recovery	recovery	NOUN
ajema-6580	37	10	from	from	ADP
ajema-6580	37	11	disruptions	disruption	NOUN
ajema-6580	37	12	,	,	PUNCT
ajema-6580	37	13	particularly	particularly	ADV
ajema-6580	37	14	in	in	ADP
ajema-6580	37	15	scenarios	scenario	NOUN
ajema-6580	37	16	involving	involve	VERB
ajema-6580	37	17	fluctuating	fluctuate	VERB
ajema-6580	37	18	renewable	renewable	ADJ
ajema-6580	37	19	energy	energy	NOUN
ajema-6580	37	20	sources	source	NOUN
ajema-6580	37	21	(	(	PUNCT
ajema-6580	37	22	6,7	6,7	NUM
ajema-6580	37	23	)	)	PUNCT
ajema-6580	37	24	.	.	PUNCT
ajema-6580	38	1	5	5	X
ajema-6580	38	2	.	.	X
ajema-6580	38	3	integration	integration	NOUN
ajema-6580	38	4	of	of	ADP
ajema-6580	38	5	renewable	renewable	ADJ
ajema-6580	38	6	energy	energy	NOUN
ajema-6580	38	7	ai	ai	VERB
ajema-6580	38	8	facilitates	facilitate	VERB
ajema-6580	38	9	the	the	DET
ajema-6580	38	10	seamless	seamless	ADJ
ajema-6580	38	11	integration	integration	NOUN
ajema-6580	38	12	of	of	ADP
ajema-6580	38	13	renewable	renewable	ADJ
ajema-6580	38	14	energy	energy	NOUN
ajema-6580	38	15	sources	source	NOUN
ajema-6580	38	16	,	,	PUNCT
ajema-6580	38	17	such	such	ADJ
ajema-6580	38	18	as	as	ADP
ajema-6580	38	19	solar	solar	ADJ
ajema-6580	38	20	and	and	CCONJ
ajema-6580	38	21	wind	wind	NOUN
ajema-6580	38	22	,	,	PUNCT
ajema-6580	38	23	into	into	ADP
ajema-6580	38	24	the	the	DET
ajema-6580	38	25	grid	grid	NOUN
ajema-6580	38	26	.	.	PUNCT
ajema-6580	39	1	weather	weather	NOUN
ajema-6580	39	2	forecasting	forecasting	NOUN
ajema-6580	39	3	models	model	NOUN
ajema-6580	39	4	powered	power	VERB
ajema-6580	39	5	by	by	ADP
ajema-6580	39	6	ai	ai	INTJ
ajema-6580	39	7	predict	predict	VERB
ajema-6580	39	8	renewable	renewable	ADJ
ajema-6580	39	9	energy	energy	NOUN
ajema-6580	39	10	production	production	NOUN
ajema-6580	39	11	,	,	PUNCT
ajema-6580	39	12	optimizing	optimize	VERB
ajema-6580	39	13	grid	grid	NOUN
ajema-6580	39	14	operations	operation	NOUN
ajema-6580	39	15	and	and	CCONJ
ajema-6580	39	16	mitigating	mitigate	VERB
ajema-6580	39	17	intermittency	intermittency	NOUN
ajema-6580	39	18	issues	issue	NOUN
ajema-6580	39	19	.	.	PUNCT
ajema-6580	40	1	this	this	PRON
ajema-6580	40	2	improves	improve	VERB
ajema-6580	40	3	grid	grid	NOUN
ajema-6580	40	4	stability	stability	NOUN
ajema-6580	40	5	and	and	CCONJ
ajema-6580	40	6	supports	support	VERB
ajema-6580	40	7	the	the	DET
ajema-6580	40	8	transition	transition	NOUN
ajema-6580	40	9	to	to	ADP
ajema-6580	40	10	a	a	DET
ajema-6580	40	11	sustainable	sustainable	ADJ
ajema-6580	40	12	energy	energy	NOUN
ajema-6580	40	13	future	future	NOUN
ajema-6580	40	14	(	(	PUNCT
ajema-6580	40	15	8,9	8,9	NUM
ajema-6580	40	16	)	)	PUNCT
ajema-6580	40	17	.	.	PUNCT
ajema-6580	41	1	6	6	X
ajema-6580	41	2	.	.	X
ajema-6580	41	3	energy	energy	NOUN
ajema-6580	41	4	market	market	NOUN
ajema-6580	41	5	optimization	optimization	NOUN
ajema-6580	41	6	ai	ai	VERB
ajema-6580	41	7	technologies	technology	NOUN
ajema-6580	41	8	analyze	analyze	VERB
ajema-6580	41	9	electricity	electricity	NOUN
ajema-6580	41	10	markets	market	NOUN
ajema-6580	41	11	to	to	PART
ajema-6580	41	12	determine	determine	VERB
ajema-6580	41	13	optimal	optimal	ADJ
ajema-6580	41	14	pricing	pricing	NOUN
ajema-6580	41	15	and	and	CCONJ
ajema-6580	41	16	achieve	achieve	VERB
ajema-6580	41	17	a	a	DET
ajema-6580	41	18	balance	balance	NOUN
ajema-6580	41	19	between	between	ADP
ajema-6580	41	20	supply	supply	NOUN
ajema-6580	41	21	and	and	CCONJ
ajema-6580	41	22	demand	demand	NOUN
ajema-6580	41	23	.	.	PUNCT
ajema-6580	42	1	by	by	ADP
ajema-6580	42	2	using	use	VERB
ajema-6580	42	3	predictive	predictive	ADJ
ajema-6580	42	4	analytics	analytic	NOUN
ajema-6580	42	5	and	and	CCONJ
ajema-6580	42	6	game	game	NOUN
ajema-6580	42	7	-	-	PUNCT
ajema-6580	42	8	theoretic	theoretic	NOUN
ajema-6580	42	9	models	model	NOUN
ajema-6580	42	10	,	,	PUNCT
ajema-6580	42	11	ai	ai	VERB
ajema-6580	42	12	helps	help	VERB
ajema-6580	42	13	energy	energy	NOUN
ajema-6580	42	14	providers	provider	NOUN
ajema-6580	42	15	and	and	CCONJ
ajema-6580	42	16	consumers	consumer	NOUN
ajema-6580	42	17	make	make	VERB
ajema-6580	42	18	informed	informed	ADJ
ajema-6580	42	19	decisions	decision	NOUN
ajema-6580	42	20	,	,	PUNCT
ajema-6580	42	21	ultimately	ultimately	ADV
ajema-6580	42	22	enhancing	enhance	VERB
ajema-6580	42	23	market	market	NOUN
ajema-6580	42	24	efficiency	efficiency	NOUN
ajema-6580	42	25	and	and	CCONJ
ajema-6580	42	26	cost	cost	NOUN
ajema-6580	42	27	-	-	PUNCT
ajema-6580	42	28	effectiveness	effectiveness	NOUN
ajema-6580	42	29	(	(	PUNCT
ajema-6580	42	30	10,11	10,11	NOUN
ajema-6580	42	31	)	)	PUNCT
ajema-6580	42	32	.	.	PUNCT
ajema-6580	43	1	43	43	NUM
ajema-6580	43	2	journal	journal	NOUN
ajema-6580	43	3	of	of	ADP
ajema-6580	43	4	engineering	engineering	NOUN
ajema-6580	43	5	,	,	PUNCT
ajema-6580	43	6	mechanics	mechanic	NOUN
ajema-6580	43	7	and	and	CCONJ
ajema-6580	43	8	architecture	architecture	NOUN
ajema-6580	43	9	www	www	NOUN
ajema-6580	43	10	.	.	PUNCT
ajema-6580	44	1	grnjournal.us	grnjournal.us	X
ajema-6580	44	2	challenges	challenge	NOUN
ajema-6580	44	3	in	in	ADP
ajema-6580	44	4	ai	ai	ADJ
ajema-6580	44	5	implementation	implementation	NOUN
ajema-6580	44	6	in	in	ADP
ajema-6580	44	7	power	power	NOUN
ajema-6580	44	8	systems	system	NOUN
ajema-6580	44	9	1	1	NUM
ajema-6580	44	10	.	.	PUNCT
ajema-6580	44	11	data	datum	NOUN
ajema-6580	44	12	availability	availability	NOUN
ajema-6580	44	13	and	and	CCONJ
ajema-6580	44	14	quality	quality	NOUN
ajema-6580	44	15	one	one	NUM
ajema-6580	44	16	of	of	ADP
ajema-6580	44	17	the	the	DET
ajema-6580	44	18	primary	primary	ADJ
ajema-6580	44	19	challenges	challenge	NOUN
ajema-6580	44	20	in	in	ADP
ajema-6580	44	21	implementing	implement	VERB
ajema-6580	44	22	ai	ai	INTJ
ajema-6580	44	23	in	in	ADP
ajema-6580	44	24	power	power	NOUN
ajema-6580	44	25	systems	system	NOUN
ajema-6580	44	26	is	be	AUX
ajema-6580	44	27	the	the	DET
ajema-6580	44	28	availability	availability	NOUN
ajema-6580	44	29	of	of	ADP
ajema-6580	44	30	accurate	accurate	ADJ
ajema-6580	44	31	and	and	CCONJ
ajema-6580	44	32	reliable	reliable	ADJ
ajema-6580	44	33	data	datum	NOUN
ajema-6580	44	34	for	for	ADP
ajema-6580	44	35	training	training	NOUN
ajema-6580	44	36	ai	ai	NOUN
ajema-6580	44	37	models	model	NOUN
ajema-6580	44	38	.	.	PUNCT
ajema-6580	45	1	power	power	NOUN
ajema-6580	45	2	system	system	NOUN
ajema-6580	45	3	operations	operation	NOUN
ajema-6580	45	4	require	require	VERB
ajema-6580	45	5	extensive	extensive	ADJ
ajema-6580	45	6	datasets	dataset	NOUN
ajema-6580	45	7	for	for	ADP
ajema-6580	45	8	load	load	NOUN
ajema-6580	45	9	forecasting	forecasting	NOUN
ajema-6580	45	10	,	,	PUNCT
ajema-6580	45	11	fault	fault	VERB
ajema-6580	45	12	diagnosis	diagnosis	NOUN
ajema-6580	45	13	,	,	PUNCT
ajema-6580	45	14	and	and	CCONJ
ajema-6580	45	15	optimization	optimization	NOUN
ajema-6580	45	16	.	.	PUNCT
ajema-6580	46	1	however	however	ADV
ajema-6580	46	2	,	,	PUNCT
ajema-6580	46	3	inconsistencies	inconsistency	NOUN
ajema-6580	46	4	in	in	ADP
ajema-6580	46	5	data	datum	NOUN
ajema-6580	46	6	collection	collection	NOUN
ajema-6580	46	7	methods	method	NOUN
ajema-6580	46	8	,	,	PUNCT
ajema-6580	46	9	sensor	sensor	NOUN
ajema-6580	46	10	inaccuracies	inaccuracy	NOUN
ajema-6580	46	11	,	,	PUNCT
ajema-6580	46	12	and	and	CCONJ
ajema-6580	46	13	missing	miss	VERB
ajema-6580	46	14	information	information	NOUN
ajema-6580	46	15	can	can	AUX
ajema-6580	46	16	degrade	degrade	VERB
ajema-6580	46	17	model	model	NOUN
ajema-6580	46	18	performance	performance	NOUN
ajema-6580	46	19	.	.	PUNCT
ajema-6580	47	1	high	high	ADJ
ajema-6580	47	2	-	-	PUNCT
ajema-6580	47	3	quality	quality	NOUN
ajema-6580	47	4	data	datum	NOUN
ajema-6580	47	5	preprocessing	preprocessing	NOUN
ajema-6580	47	6	and	and	CCONJ
ajema-6580	47	7	validation	validation	NOUN
ajema-6580	47	8	are	be	AUX
ajema-6580	47	9	essential	essential	ADJ
ajema-6580	47	10	to	to	PART
ajema-6580	47	11	mitigate	mitigate	VERB
ajema-6580	47	12	these	these	DET
ajema-6580	47	13	issues	issue	NOUN
ajema-6580	47	14	(	(	PUNCT
ajema-6580	47	15	16,17	16,17	NUM
ajema-6580	47	16	)	)	PUNCT
ajema-6580	47	17	.	.	PUNCT
ajema-6580	48	1	2	2	X
ajema-6580	48	2	.	.	X
ajema-6580	48	3	computational	computational	ADJ
ajema-6580	48	4	complexity	complexity	NOUN
ajema-6580	48	5	ai	ai	VERB
ajema-6580	48	6	algorithms	algorithm	NOUN
ajema-6580	48	7	,	,	PUNCT
ajema-6580	48	8	especially	especially	ADV
ajema-6580	48	9	deep	deep	ADJ
ajema-6580	48	10	learning	learning	NOUN
ajema-6580	48	11	models	model	NOUN
ajema-6580	48	12	,	,	PUNCT
ajema-6580	48	13	demand	demand	VERB
ajema-6580	48	14	significant	significant	ADJ
ajema-6580	48	15	computational	computational	ADJ
ajema-6580	48	16	resources	resource	NOUN
ajema-6580	48	17	.	.	PUNCT
ajema-6580	49	1	the	the	DET
ajema-6580	49	2	complexity	complexity	NOUN
ajema-6580	49	3	arises	arise	VERB
ajema-6580	49	4	from	from	ADP
ajema-6580	49	5	the	the	DET
ajema-6580	49	6	need	need	NOUN
ajema-6580	49	7	to	to	PART
ajema-6580	49	8	process	process	VERB
ajema-6580	49	9	vast	vast	ADJ
ajema-6580	49	10	amounts	amount	NOUN
ajema-6580	49	11	of	of	ADP
ajema-6580	49	12	real	real	ADJ
ajema-6580	49	13	-	-	PUNCT
ajema-6580	49	14	time	time	NOUN
ajema-6580	49	15	data	datum	NOUN
ajema-6580	49	16	and	and	CCONJ
ajema-6580	49	17	execute	execute	VERB
ajema-6580	49	18	iterative	iterative	NOUN
ajema-6580	49	19	learning	learning	NOUN
ajema-6580	49	20	processes	process	NOUN
ajema-6580	49	21	.	.	PUNCT
ajema-6580	50	1	scaling	scale	VERB
ajema-6580	50	2	these	these	DET
ajema-6580	50	3	computations	computation	NOUN
ajema-6580	50	4	for	for	ADP
ajema-6580	50	5	large	large	ADJ
ajema-6580	50	6	power	power	NOUN
ajema-6580	50	7	systems	system	NOUN
ajema-6580	50	8	often	often	ADV
ajema-6580	50	9	requires	require	VERB
ajema-6580	50	10	high	high	ADJ
ajema-6580	50	11	-	-	PUNCT
ajema-6580	50	12	performance	performance	NOUN
ajema-6580	50	13	computing	computing	NOUN
ajema-6580	50	14	infrastructure	infrastructure	NOUN
ajema-6580	50	15	,	,	PUNCT
ajema-6580	50	16	which	which	PRON
ajema-6580	50	17	can	can	AUX
ajema-6580	50	18	be	be	AUX
ajema-6580	50	19	costly	costly	ADJ
ajema-6580	50	20	and	and	CCONJ
ajema-6580	50	21	resource	resource	NOUN
ajema-6580	50	22	-	-	PUNCT
ajema-6580	50	23	intensive	intensive	ADJ
ajema-6580	50	24	(	(	PUNCT
ajema-6580	50	25	18,19	18,19	NUM
ajema-6580	50	26	)	)	PUNCT
ajema-6580	50	27	.	.	PUNCT
ajema-6580	51	1	3	3	X
ajema-6580	51	2	.	.	X
ajema-6580	51	3	integration	integration	NOUN
ajema-6580	51	4	with	with	ADP
ajema-6580	51	5	legacy	legacy	NOUN
ajema-6580	51	6	systems	system	NOUN
ajema-6580	51	7	most	most	ADJ
ajema-6580	51	8	power	power	NOUN
ajema-6580	51	9	grids	grid	NOUN
ajema-6580	51	10	rely	rely	VERB
ajema-6580	51	11	on	on	ADP
ajema-6580	51	12	legacy	legacy	NOUN
ajema-6580	51	13	systems	system	NOUN
ajema-6580	51	14	that	that	PRON
ajema-6580	51	15	were	be	AUX
ajema-6580	51	16	not	not	PART
ajema-6580	51	17	designed	design	VERB
ajema-6580	51	18	to	to	PART
ajema-6580	51	19	support	support	VERB
ajema-6580	51	20	modern	modern	ADJ
ajema-6580	51	21	ai	ai	PROPN
ajema-6580	51	22	technologies	technology	NOUN
ajema-6580	51	23	.	.	PUNCT
ajema-6580	52	1	integrating	integrate	VERB
ajema-6580	52	2	ai	ai	VERB
ajema-6580	52	3	with	with	ADP
ajema-6580	52	4	these	these	DET
ajema-6580	52	5	systems	system	NOUN
ajema-6580	52	6	poses	pose	VERB
ajema-6580	52	7	compatibility	compatibility	NOUN
ajema-6580	52	8	challenges	challenge	NOUN
ajema-6580	52	9	,	,	PUNCT
ajema-6580	52	10	as	as	SCONJ
ajema-6580	52	11	older	old	ADJ
ajema-6580	52	12	infrastructures	infrastructure	NOUN
ajema-6580	52	13	lack	lack	VERB
ajema-6580	52	14	the	the	DET
ajema-6580	52	15	flexibility	flexibility	NOUN
ajema-6580	52	16	and	and	CCONJ
ajema-6580	52	17	computational	computational	ADJ
ajema-6580	52	18	capabilities	capability	NOUN
ajema-6580	52	19	required	require	VERB
ajema-6580	52	20	for	for	ADP
ajema-6580	52	21	seamless	seamless	ADJ
ajema-6580	52	22	integration	integration	NOUN
ajema-6580	52	23	.	.	PUNCT
ajema-6580	53	1	upgrading	upgrade	VERB
ajema-6580	53	2	or	or	CCONJ
ajema-6580	53	3	retrofitting	retrofit	VERB
ajema-6580	53	4	these	these	DET
ajema-6580	53	5	systems	system	NOUN
ajema-6580	53	6	is	be	AUX
ajema-6580	53	7	often	often	ADV
ajema-6580	53	8	time	time	NOUN
ajema-6580	53	9	-	-	PUNCT
ajema-6580	53	10	consuming	consume	VERB
ajema-6580	53	11	and	and	CCONJ
ajema-6580	53	12	expensive	expensive	ADJ
ajema-6580	53	13	(	(	PUNCT
ajema-6580	53	14	20,21	20,21	NUM
ajema-6580	53	15	)	)	PUNCT
ajema-6580	53	16	.	.	PUNCT
ajema-6580	54	1	4	4	X
ajema-6580	54	2	.	.	X
ajema-6580	54	3	cybersecurity	cybersecurity	NOUN
ajema-6580	54	4	concerns	concern	VERB
ajema-6580	54	5	the	the	DET
ajema-6580	54	6	application	application	NOUN
ajema-6580	54	7	of	of	ADP
ajema-6580	54	8	ai	ai	NOUN
ajema-6580	54	9	in	in	ADP
ajema-6580	54	10	power	power	NOUN
ajema-6580	54	11	systems	system	NOUN
ajema-6580	54	12	introduces	introduce	VERB
ajema-6580	54	13	new	new	ADJ
ajema-6580	54	14	cybersecurity	cybersecurity	NOUN
ajema-6580	54	15	vulnerabilities	vulnerability	NOUN
ajema-6580	54	16	.	.	PUNCT
ajema-6580	55	1	ai	ai	VERB
ajema-6580	55	2	-	-	PUNCT
ajema-6580	55	3	driven	drive	VERB
ajema-6580	55	4	systems	system	NOUN
ajema-6580	55	5	rely	rely	VERB
ajema-6580	55	6	on	on	ADP
ajema-6580	55	7	interconnected	interconnected	ADJ
ajema-6580	55	8	networks	network	NOUN
ajema-6580	55	9	and	and	CCONJ
ajema-6580	55	10	real	real	ADJ
ajema-6580	55	11	-	-	PUNCT
ajema-6580	55	12	time	time	NOUN
ajema-6580	55	13	data	datum	NOUN
ajema-6580	55	14	exchange	exchange	NOUN
ajema-6580	55	15	,	,	PUNCT
ajema-6580	55	16	making	make	VERB
ajema-6580	55	17	them	they	PRON
ajema-6580	55	18	susceptible	susceptible	ADJ
ajema-6580	55	19	to	to	ADP
ajema-6580	55	20	cyberattacks	cyberattack	NOUN
ajema-6580	55	21	.	.	PUNCT
ajema-6580	56	1	malicious	malicious	ADJ
ajema-6580	56	2	actors	actor	NOUN
ajema-6580	56	3	can	can	AUX
ajema-6580	56	4	exploit	exploit	VERB
ajema-6580	56	5	vulnerabilities	vulnerability	NOUN
ajema-6580	56	6	in	in	ADP
ajema-6580	56	7	ai	ai	PRON
ajema-6580	56	8	algorithms	algorithm	NOUN
ajema-6580	56	9	or	or	CCONJ
ajema-6580	56	10	communication	communication	NOUN
ajema-6580	56	11	channels	channel	NOUN
ajema-6580	56	12	,	,	PUNCT
ajema-6580	56	13	potentially	potentially	ADV
ajema-6580	56	14	causing	cause	VERB
ajema-6580	56	15	widespread	widespread	ADJ
ajema-6580	56	16	disruptions	disruption	NOUN
ajema-6580	56	17	in	in	ADP
ajema-6580	56	18	energy	energy	NOUN
ajema-6580	56	19	supply	supply	NOUN
ajema-6580	56	20	(	(	PUNCT
ajema-6580	56	21	22,23	22,23	NOUN
ajema-6580	56	22	)	)	PUNCT
ajema-6580	56	23	.	.	PUNCT
ajema-6580	57	1	5	5	X
ajema-6580	57	2	.	.	X
ajema-6580	57	3	ethical	ethical	ADJ
ajema-6580	57	4	and	and	CCONJ
ajema-6580	57	5	regulatory	regulatory	ADJ
ajema-6580	57	6	issues	issue	NOUN
ajema-6580	57	7	the	the	DET
ajema-6580	57	8	implementation	implementation	NOUN
ajema-6580	57	9	of	of	ADP
ajema-6580	57	10	ai	ai	NOUN
ajema-6580	57	11	in	in	ADP
ajema-6580	57	12	power	power	NOUN
ajema-6580	57	13	systems	system	NOUN
ajema-6580	57	14	raises	raise	VERB
ajema-6580	57	15	ethical	ethical	ADJ
ajema-6580	57	16	and	and	CCONJ
ajema-6580	57	17	regulatory	regulatory	ADJ
ajema-6580	57	18	concerns	concern	NOUN
ajema-6580	57	19	.	.	PUNCT
ajema-6580	58	1	questions	question	NOUN
ajema-6580	58	2	about	about	ADP
ajema-6580	58	3	data	datum	NOUN
ajema-6580	58	4	privacy	privacy	NOUN
ajema-6580	58	5	,	,	PUNCT
ajema-6580	58	6	accountability	accountability	NOUN
ajema-6580	58	7	for	for	ADP
ajema-6580	58	8	ai	ai	ADJ
ajema-6580	58	9	-	-	PUNCT
ajema-6580	58	10	driven	drive	VERB
ajema-6580	58	11	decisions	decision	NOUN
ajema-6580	58	12	,	,	PUNCT
ajema-6580	58	13	and	and	CCONJ
ajema-6580	58	14	adherence	adherence	NOUN
ajema-6580	58	15	to	to	ADP
ajema-6580	58	16	international	international	ADJ
ajema-6580	58	17	energy	energy	NOUN
ajema-6580	58	18	regulations	regulation	NOUN
ajema-6580	58	19	must	must	AUX
ajema-6580	58	20	be	be	AUX
ajema-6580	58	21	addressed	address	VERB
ajema-6580	58	22	.	.	PUNCT
ajema-6580	59	1	additionally	additionally	ADV
ajema-6580	59	2	,	,	PUNCT
ajema-6580	59	3	ai	ai	VERB
ajema-6580	59	4	's	's	PART
ajema-6580	59	5	potential	potential	NOUN
ajema-6580	59	6	to	to	PART
ajema-6580	59	7	replace	replace	VERB
ajema-6580	59	8	human	human	ADJ
ajema-6580	59	9	decision	decision	NOUN
ajema-6580	59	10	-	-	PUNCT
ajema-6580	59	11	makers	maker	NOUN
ajema-6580	59	12	creates	create	VERB
ajema-6580	59	13	ethical	ethical	ADJ
ajema-6580	59	14	dilemmas	dilemma	NOUN
ajema-6580	59	15	regarding	regard	VERB
ajema-6580	59	16	job	job	NOUN
ajema-6580	59	17	displacement	displacement	NOUN
ajema-6580	59	18	and	and	CCONJ
ajema-6580	59	19	responsibility	responsibility	NOUN
ajema-6580	59	20	(	(	PUNCT
ajema-6580	59	21	24,25	24,25	NUM
ajema-6580	59	22	)	)	PUNCT
ajema-6580	59	23	.	.	PUNCT
ajema-6580	60	1	future	future	ADJ
ajema-6580	60	2	directions	direction	NOUN
ajema-6580	60	3	for	for	ADP
ajema-6580	60	4	ai	ai	NOUN
ajema-6580	60	5	in	in	ADP
ajema-6580	60	6	power	power	NOUN
ajema-6580	60	7	systems	system	NOUN
ajema-6580	60	8	1	1	NUM
ajema-6580	60	9	.	.	PUNCT
ajema-6580	60	10	ai	ai	AUX
ajema-6580	60	11	-	-	PUNCT
ajema-6580	60	12	driven	drive	VERB
ajema-6580	60	13	decentralized	decentralize	VERB
ajema-6580	60	14	grids	grid	NOUN
ajema-6580	60	15	artificial	artificial	ADJ
ajema-6580	60	16	intelligence	intelligence	NOUN
ajema-6580	60	17	(	(	PUNCT
ajema-6580	60	18	ai	ai	PROPN
ajema-6580	60	19	)	)	PUNCT
ajema-6580	60	20	plays	play	VERB
ajema-6580	60	21	a	a	DET
ajema-6580	60	22	critical	critical	ADJ
ajema-6580	60	23	role	role	NOUN
ajema-6580	60	24	in	in	ADP
ajema-6580	60	25	enabling	enable	VERB
ajema-6580	60	26	decentralized	decentralized	ADJ
ajema-6580	60	27	grids	grid	NOUN
ajema-6580	60	28	,	,	PUNCT
ajema-6580	60	29	or	or	CCONJ
ajema-6580	60	30	microgrids	microgrid	NOUN
ajema-6580	60	31	,	,	PUNCT
ajema-6580	60	32	to	to	PART
ajema-6580	60	33	operate	operate	VERB
ajema-6580	60	34	autonomously	autonomously	ADV
ajema-6580	60	35	.	.	PUNCT
ajema-6580	61	1	ai	ai	VERB
ajema-6580	61	2	optimizes	optimize	VERB
ajema-6580	61	3	local	local	ADJ
ajema-6580	61	4	energy	energy	NOUN
ajema-6580	61	5	distribution	distribution	NOUN
ajema-6580	61	6	,	,	PUNCT
ajema-6580	61	7	balances	balance	VERB
ajema-6580	61	8	supply	supply	NOUN
ajema-6580	61	9	and	and	CCONJ
ajema-6580	61	10	demand	demand	NOUN
ajema-6580	61	11	,	,	PUNCT
ajema-6580	61	12	and	and	CCONJ
ajema-6580	61	13	facilitates	facilitate	VERB
ajema-6580	61	14	renewable	renewable	ADJ
ajema-6580	61	15	energy	energy	NOUN
ajema-6580	61	16	integration	integration	NOUN
ajema-6580	61	17	.	.	PUNCT
ajema-6580	62	1	for	for	ADP
ajema-6580	62	2	example	example	NOUN
ajema-6580	62	3	,	,	PUNCT
ajema-6580	62	4	ai	ai	VERB
ajema-6580	62	5	algorithms	algorithm	NOUN
ajema-6580	62	6	are	be	AUX
ajema-6580	62	7	used	use	VERB
ajema-6580	62	8	for	for	ADP
ajema-6580	62	9	real	real	ADJ
ajema-6580	62	10	-	-	PUNCT
ajema-6580	62	11	time	time	NOUN
ajema-6580	62	12	energy	energy	NOUN
ajema-6580	62	13	management	management	NOUN
ajema-6580	62	14	in	in	ADP
ajema-6580	62	15	microgrids	microgrid	NOUN
ajema-6580	62	16	,	,	PUNCT
ajema-6580	62	17	improving	improve	VERB
ajema-6580	62	18	system	system	NOUN
ajema-6580	62	19	efficiency	efficiency	NOUN
ajema-6580	62	20	and	and	CCONJ
ajema-6580	62	21	reliability	reliability	NOUN
ajema-6580	62	22	(	(	PUNCT
ajema-6580	62	23	27,28	27,28	NUM
ajema-6580	62	24	)	)	PUNCT
ajema-6580	62	25	.	.	PUNCT
ajema-6580	63	1	2	2	X
ajema-6580	63	2	.	.	X
ajema-6580	63	3	predictive	predictive	ADJ
ajema-6580	63	4	maintenance	maintenance	NOUN
ajema-6580	63	5	predictive	predictive	ADJ
ajema-6580	63	6	maintenance	maintenance	NOUN
ajema-6580	63	7	powered	power	VERB
ajema-6580	63	8	by	by	ADP
ajema-6580	63	9	ai	ai	VERB
ajema-6580	63	10	analyzes	analyze	NOUN
ajema-6580	63	11	historical	historical	ADJ
ajema-6580	63	12	and	and	CCONJ
ajema-6580	63	13	real	real	ADJ
ajema-6580	63	14	-	-	PUNCT
ajema-6580	63	15	time	time	NOUN
ajema-6580	63	16	data	datum	NOUN
ajema-6580	63	17	to	to	PART
ajema-6580	63	18	predict	predict	VERB
ajema-6580	63	19	equipment	equipment	NOUN
ajema-6580	63	20	failures	failure	NOUN
ajema-6580	63	21	before	before	SCONJ
ajema-6580	63	22	they	they	PRON
ajema-6580	63	23	occur	occur	VERB
ajema-6580	63	24	.	.	PUNCT
ajema-6580	64	1	this	this	DET
ajema-6580	64	2	approach	approach	NOUN
ajema-6580	64	3	reduces	reduce	VERB
ajema-6580	64	4	downtime	downtime	NOUN
ajema-6580	64	5	and	and	CCONJ
ajema-6580	64	6	extends	extend	VERB
ajema-6580	64	7	the	the	DET
ajema-6580	64	8	life	life	NOUN
ajema-6580	64	9	of	of	ADP
ajema-6580	64	10	equipment	equipment	NOUN
ajema-6580	64	11	.	.	PUNCT
ajema-6580	65	1	for	for	ADP
ajema-6580	65	2	instance	instance	NOUN
ajema-6580	65	3	,	,	PUNCT
ajema-6580	65	4	ai	ai	VERB
ajema-6580	65	5	models	model	NOUN
ajema-6580	65	6	are	be	AUX
ajema-6580	65	7	applied	apply	VERB
ajema-6580	65	8	in	in	ADP
ajema-6580	65	9	monitoring	monitor	VERB
ajema-6580	65	10	transformer	transformer	NOUN
ajema-6580	65	11	conditions	condition	NOUN
ajema-6580	65	12	to	to	PART
ajema-6580	65	13	prevent	prevent	VERB
ajema-6580	65	14	catastrophic	catastrophic	ADJ
ajema-6580	65	15	failures	failure	NOUN
ajema-6580	65	16	(	(	PUNCT
ajema-6580	65	17	29,30	29,30	NUM
ajema-6580	65	18	)	)	PUNCT
ajema-6580	65	19	.	.	PUNCT
ajema-6580	66	1	3	3	X
ajema-6580	66	2	.	.	NUM
ajema-6580	66	3	enhanced	enhance	VERB
ajema-6580	66	4	renewable	renewable	ADJ
ajema-6580	66	5	energy	energy	NOUN
ajema-6580	66	6	management	management	NOUN
ajema-6580	66	7	ai	ai	VERB
ajema-6580	66	8	enhances	enhance	VERB
ajema-6580	66	9	the	the	DET
ajema-6580	66	10	integration	integration	NOUN
ajema-6580	66	11	and	and	CCONJ
ajema-6580	66	12	management	management	NOUN
ajema-6580	66	13	of	of	ADP
ajema-6580	66	14	renewable	renewable	ADJ
ajema-6580	66	15	energy	energy	NOUN
ajema-6580	66	16	by	by	ADP
ajema-6580	66	17	leveraging	leverage	VERB
ajema-6580	66	18	predictive	predictive	ADJ
ajema-6580	66	19	analytics	analytic	NOUN
ajema-6580	66	20	.	.	PUNCT
ajema-6580	67	1	weather	weather	NOUN
ajema-6580	67	2	forecasting	forecasting	NOUN
ajema-6580	67	3	models	model	NOUN
ajema-6580	67	4	powered	power	VERB
ajema-6580	67	5	by	by	ADP
ajema-6580	67	6	ai	ai	PRON
ajema-6580	67	7	optimize	optimize	NOUN
ajema-6580	67	8	renewable	renewable	ADJ
ajema-6580	67	9	energy	energy	NOUN
ajema-6580	67	10	generation	generation	NOUN
ajema-6580	67	11	and	and	CCONJ
ajema-6580	67	12	storage	storage	NOUN
ajema-6580	67	13	,	,	PUNCT
ajema-6580	67	14	reducing	reduce	VERB
ajema-6580	67	15	reliance	reliance	NOUN
ajema-6580	67	16	on	on	ADP
ajema-6580	67	17	non	non	ADJ
ajema-6580	67	18	-	-	ADJ
ajema-6580	67	19	renewable	renewable	ADJ
ajema-6580	67	20	resources	resource	NOUN
ajema-6580	67	21	.	.	PUNCT
ajema-6580	68	1	ai	ai	VERB
ajema-6580	68	2	-	-	PUNCT
ajema-6580	68	3	based	base	VERB
ajema-6580	68	4	systems	system	NOUN
ajema-6580	68	5	also	also	ADV
ajema-6580	68	6	determine	determine	VERB
ajema-6580	68	7	optimal	optimal	ADJ
ajema-6580	68	8	battery	battery	NOUN
ajema-6580	68	9	charge	charge	NOUN
ajema-6580	68	10	and	and	CCONJ
ajema-6580	68	11	discharge	discharge	VERB
ajema-6580	68	12	schedules	schedule	NOUN
ajema-6580	68	13	,	,	PUNCT
ajema-6580	68	14	improving	improve	VERB
ajema-6580	68	15	energy	energy	NOUN
ajema-6580	68	16	efficiency	efficiency	NOUN
ajema-6580	68	17	(	(	PUNCT
ajema-6580	68	18	31,32	31,32	NUM
ajema-6580	68	19	)	)	PUNCT
ajema-6580	68	20	.	.	PUNCT
ajema-6580	69	1	44	44	NUM
ajema-6580	69	2	journal	journal	NOUN
ajema-6580	69	3	of	of	ADP
ajema-6580	69	4	engineering	engineering	NOUN
ajema-6580	69	5	,	,	PUNCT
ajema-6580	69	6	mechanics	mechanic	NOUN
ajema-6580	69	7	and	and	CCONJ
ajema-6580	69	8	architecture	architecture	NOUN
ajema-6580	69	9	www	www	NOUN
ajema-6580	69	10	.	.	PUNCT
ajema-6580	70	1	grnjournal.us	grnjournal.us	X
ajema-6580	70	2	4	4	NUM
ajema-6580	70	3	.	.	PUNCT
ajema-6580	70	4	real	real	ADJ
ajema-6580	70	5	-	-	PUNCT
ajema-6580	70	6	time	time	NOUN
ajema-6580	70	7	decision	decision	NOUN
ajema-6580	70	8	making	make	VERB
ajema-6580	70	9	ai	ai	AUX
ajema-6580	70	10	enables	enable	VERB
ajema-6580	70	11	real	real	ADJ
ajema-6580	70	12	-	-	PUNCT
ajema-6580	70	13	time	time	NOUN
ajema-6580	70	14	decision	decision	NOUN
ajema-6580	70	15	-	-	PUNCT
ajema-6580	70	16	making	making	NOUN
ajema-6580	70	17	during	during	ADP
ajema-6580	70	18	peak	peak	NOUN
ajema-6580	70	19	demand	demand	NOUN
ajema-6580	70	20	and	and	CCONJ
ajema-6580	70	21	emergencies	emergency	NOUN
ajema-6580	70	22	.	.	PUNCT
ajema-6580	71	1	ai	ai	AUX
ajema-6580	71	2	systems	system	NOUN
ajema-6580	71	3	analyze	analyze	VERB
ajema-6580	71	4	large	large	ADJ
ajema-6580	71	5	datasets	dataset	NOUN
ajema-6580	71	6	instantaneously	instantaneously	ADV
ajema-6580	71	7	,	,	PUNCT
ajema-6580	71	8	providing	provide	VERB
ajema-6580	71	9	operators	operator	NOUN
ajema-6580	71	10	with	with	ADP
ajema-6580	71	11	actionable	actionable	ADJ
ajema-6580	71	12	insights	insight	NOUN
ajema-6580	71	13	for	for	ADP
ajema-6580	71	14	grid	grid	NOUN
ajema-6580	71	15	stability	stability	NOUN
ajema-6580	71	16	,	,	PUNCT
ajema-6580	71	17	fault	fault	VERB
ajema-6580	71	18	response	response	NOUN
ajema-6580	71	19	,	,	PUNCT
ajema-6580	71	20	and	and	CCONJ
ajema-6580	71	21	demand	demand	NOUN
ajema-6580	71	22	management	management	NOUN
ajema-6580	71	23	.	.	PUNCT
ajema-6580	72	1	this	this	DET
ajema-6580	72	2	real	real	ADJ
ajema-6580	72	3	-	-	PUNCT
ajema-6580	72	4	time	time	NOUN
ajema-6580	72	5	capability	capability	NOUN
ajema-6580	72	6	ensures	ensure	VERB
ajema-6580	72	7	efficient	efficient	ADJ
ajema-6580	72	8	and	and	CCONJ
ajema-6580	72	9	reliable	reliable	ADJ
ajema-6580	72	10	power	power	NOUN
ajema-6580	72	11	delivery	delivery	NOUN
ajema-6580	72	12	(	(	PUNCT
ajema-6580	72	13	33,34	33,34	NOUN
ajema-6580	72	14	)	)	PUNCT
ajema-6580	72	15	.	.	PUNCT
ajema-6580	73	1	5	5	X
ajema-6580	73	2	.	.	X
ajema-6580	73	3	hybrid	hybrid	ADJ
ajema-6580	73	4	ai	ai	PROPN
ajema-6580	73	5	models	model	NOUN
ajema-6580	73	6	the	the	DET
ajema-6580	73	7	integration	integration	NOUN
ajema-6580	73	8	of	of	ADP
ajema-6580	73	9	multiple	multiple	ADJ
ajema-6580	73	10	ai	ai	PROPN
ajema-6580	73	11	techniques	technique	NOUN
ajema-6580	73	12	,	,	PUNCT
ajema-6580	73	13	such	such	ADJ
ajema-6580	73	14	as	as	ADP
ajema-6580	73	15	combining	combine	VERB
ajema-6580	73	16	deep	deep	ADJ
ajema-6580	73	17	learning	learning	NOUN
ajema-6580	73	18	with	with	ADP
ajema-6580	73	19	genetic	genetic	ADJ
ajema-6580	73	20	algorithms	algorithm	NOUN
ajema-6580	73	21	,	,	PUNCT
ajema-6580	73	22	results	result	NOUN
ajema-6580	73	23	in	in	ADP
ajema-6580	73	24	hybrid	hybrid	ADJ
ajema-6580	73	25	ai	ai	NOUN
ajema-6580	73	26	models	model	NOUN
ajema-6580	73	27	that	that	PRON
ajema-6580	73	28	offer	offer	VERB
ajema-6580	73	29	superior	superior	ADJ
ajema-6580	73	30	performance	performance	NOUN
ajema-6580	73	31	.	.	PUNCT
ajema-6580	74	1	these	these	DET
ajema-6580	74	2	models	model	NOUN
ajema-6580	74	3	are	be	AUX
ajema-6580	74	4	applied	apply	VERB
ajema-6580	74	5	in	in	ADP
ajema-6580	74	6	multi	multi	ADJ
ajema-6580	74	7	-	-	ADJ
ajema-6580	74	8	objective	objective	ADJ
ajema-6580	74	9	optimization	optimization	NOUN
ajema-6580	74	10	tasks	task	NOUN
ajema-6580	74	11	,	,	PUNCT
ajema-6580	74	12	such	such	ADJ
ajema-6580	74	13	as	as	ADP
ajema-6580	74	14	managing	manage	VERB
ajema-6580	74	15	distributed	distribute	VERB
ajema-6580	74	16	energy	energy	NOUN
ajema-6580	74	17	resources	resource	NOUN
ajema-6580	74	18	or	or	CCONJ
ajema-6580	74	19	optimizing	optimize	VERB
ajema-6580	74	20	power	power	NOUN
ajema-6580	74	21	flow	flow	NOUN
ajema-6580	74	22	in	in	ADP
ajema-6580	74	23	grids	grid	NOUN
ajema-6580	74	24	(	(	PUNCT
ajema-6580	74	25	35,36	35,36	NUM
ajema-6580	74	26	)	)	PUNCT
ajema-6580	74	27	.	.	PUNCT
ajema-6580	75	1	case	case	NOUN
ajema-6580	75	2	studies	study	NOUN
ajema-6580	75	3	and	and	CCONJ
ajema-6580	75	4	success	success	NOUN
ajema-6580	75	5	stories	story	NOUN
ajema-6580	75	6	1	1	NUM
ajema-6580	75	7	.	.	PUNCT
ajema-6580	75	8	successful	successful	ADJ
ajema-6580	75	9	applications	application	NOUN
ajema-6580	75	10	of	of	ADP
ajema-6580	75	11	ai	ai	NOUN
ajema-6580	75	12	by	by	ADP
ajema-6580	75	13	energy	energy	NOUN
ajema-6580	75	14	companies	company	NOUN
ajema-6580	75	15			VERB
ajema-6580	75	16	siemens	siemen	NOUN
ajema-6580	75	17	:	:	PUNCT
ajema-6580	75	18	siemens	siemens	PROPN
ajema-6580	75	19	uses	use	VERB
ajema-6580	75	20	ai	ai	AUX
ajema-6580	75	21	-	-	PUNCT
ajema-6580	75	22	driven	drive	VERB
ajema-6580	75	23	predictive	predictive	ADJ
ajema-6580	75	24	maintenance	maintenance	NOUN
ajema-6580	75	25	systems	system	NOUN
ajema-6580	75	26	for	for	ADP
ajema-6580	75	27	wind	wind	NOUN
ajema-6580	75	28	turbines	turbine	NOUN
ajema-6580	75	29	,	,	PUNCT
ajema-6580	75	30	significantly	significantly	ADV
ajema-6580	75	31	reducing	reduce	VERB
ajema-6580	75	32	operational	operational	ADJ
ajema-6580	75	33	costs	cost	NOUN
ajema-6580	75	34	and	and	CCONJ
ajema-6580	75	35	improving	improve	VERB
ajema-6580	75	36	uptime	uptime	NOUN
ajema-6580	75	37	(	(	PUNCT
ajema-6580	75	38	27	27	NUM
ajema-6580	75	39	)	)	PUNCT
ajema-6580	75	40	.	.	PUNCT
ajema-6580	76	1			ADJ
ajema-6580	76	2	general	general	ADJ
ajema-6580	76	3	electric	electric	PROPN
ajema-6580	76	4	(	(	PUNCT
ajema-6580	76	5	ge	ge	PROPN
ajema-6580	76	6	):	):	PUNCT
ajema-6580	76	7	ge	ge	PROPN
ajema-6580	76	8	applies	apply	VERB
ajema-6580	76	9	ai	ai	VERB
ajema-6580	76	10	-	-	PUNCT
ajema-6580	76	11	powered	power	VERB
ajema-6580	76	12	digital	digital	ADJ
ajema-6580	76	13	twins	twin	NOUN
ajema-6580	76	14	to	to	PART
ajema-6580	76	15	monitor	monitor	VERB
ajema-6580	76	16	and	and	CCONJ
ajema-6580	76	17	optimize	optimize	VERB
ajema-6580	76	18	power	power	NOUN
ajema-6580	76	19	plant	plant	NOUN
ajema-6580	76	20	performance	performance	NOUN
ajema-6580	76	21	in	in	ADP
ajema-6580	76	22	real	real	ADJ
ajema-6580	76	23	-	-	PUNCT
ajema-6580	76	24	time	time	NOUN
ajema-6580	76	25	,	,	PUNCT
ajema-6580	76	26	achieving	achieve	VERB
ajema-6580	76	27	enhanced	enhance	VERB
ajema-6580	76	28	operational	operational	ADJ
ajema-6580	76	29	efficiency	efficiency	NOUN
ajema-6580	76	30	(	(	PUNCT
ajema-6580	76	31	29	29	NUM
ajema-6580	76	32	)	)	PUNCT
ajema-6580	76	33	.	.	PUNCT
ajema-6580	77	1	2	2	X
ajema-6580	77	2	.	.	X
ajema-6580	77	3	performance	performance	NOUN
ajema-6580	77	4	improvements	improvement	NOUN
ajema-6580	77	5	and	and	CCONJ
ajema-6580	77	6	key	key	ADJ
ajema-6580	77	7	learnings	learning	NOUN
ajema-6580	77	8			VERB
ajema-6580	77	9	improved	improved	ADJ
ajema-6580	77	10	efficiency	efficiency	NOUN
ajema-6580	77	11	:	:	PUNCT
ajema-6580	77	12	ai	ai	VERB
ajema-6580	77	13	-	-	PUNCT
ajema-6580	77	14	enhanced	enhance	VERB
ajema-6580	77	15	load	load	NOUN
ajema-6580	77	16	forecasting	forecasting	NOUN
ajema-6580	77	17	projects	project	NOUN
ajema-6580	77	18	have	have	AUX
ajema-6580	77	19	reduced	reduce	VERB
ajema-6580	77	20	energy	energy	NOUN
ajema-6580	77	21	wastage	wastage	NOUN
ajema-6580	77	22	and	and	CCONJ
ajema-6580	77	23	increased	increase	VERB
ajema-6580	77	24	operational	operational	ADJ
ajema-6580	77	25	efficiency	efficiency	NOUN
ajema-6580	77	26	in	in	ADP
ajema-6580	77	27	various	various	ADJ
ajema-6580	77	28	regions	region	NOUN
ajema-6580	77	29	.	.	PUNCT
ajema-6580	78	1			ADJ
ajema-6580	78	2	cost	cost	NOUN
ajema-6580	78	3	savings	saving	NOUN
ajema-6580	78	4	:	:	PUNCT
ajema-6580	78	5	predictive	predictive	ADJ
ajema-6580	78	6	maintenance	maintenance	NOUN
ajema-6580	78	7	has	have	AUX
ajema-6580	78	8	enabled	enable	VERB
ajema-6580	78	9	utilities	utility	NOUN
ajema-6580	78	10	to	to	PART
ajema-6580	78	11	save	save	VERB
ajema-6580	78	12	up	up	ADP
ajema-6580	78	13	to	to	PART
ajema-6580	78	14	25	25	NUM
ajema-6580	78	15	-	-	SYM
ajema-6580	78	16	30	30	NUM
ajema-6580	78	17	%	%	NOUN
ajema-6580	78	18	on	on	ADP
ajema-6580	78	19	maintenance	maintenance	NOUN
ajema-6580	78	20	costs	cost	NOUN
ajema-6580	78	21	.	.	PUNCT
ajema-6580	79	1			VERB
ajema-6580	79	2	renewable	renewable	ADJ
ajema-6580	79	3	integration	integration	NOUN
ajema-6580	79	4	:	:	PUNCT
ajema-6580	79	5	ai	ai	VERB
ajema-6580	79	6	-	-	PUNCT
ajema-6580	79	7	based	base	VERB
ajema-6580	79	8	weather	weather	NOUN
ajema-6580	79	9	forecasting	forecasting	NOUN
ajema-6580	79	10	and	and	CCONJ
ajema-6580	79	11	energy	energy	NOUN
ajema-6580	79	12	storage	storage	NOUN
ajema-6580	79	13	management	management	NOUN
ajema-6580	79	14	systems	system	NOUN
ajema-6580	79	15	have	have	AUX
ajema-6580	79	16	improved	improve	VERB
ajema-6580	79	17	renewable	renewable	ADJ
ajema-6580	79	18	energy	energy	NOUN
ajema-6580	79	19	adoption	adoption	NOUN
ajema-6580	79	20	rates	rate	NOUN
ajema-6580	79	21	without	without	ADP
ajema-6580	79	22	compromising	compromise	VERB
ajema-6580	79	23	grid	grid	NOUN
ajema-6580	79	24	stability	stability	NOUN
ajema-6580	79	25	(	(	PUNCT
ajema-6580	79	26	32,34	32,34	NUM
ajema-6580	79	27	)	)	PUNCT
ajema-6580	79	28	.	.	PUNCT
ajema-6580	80	1	6	6	X
ajema-6580	80	2	.	.	X
ajema-6580	80	3	comparison	comparison	NOUN
ajema-6580	80	4	of	of	ADP
ajema-6580	80	5	ai	ai	PROPN
ajema-6580	80	6	techniques	technique	NOUN
ajema-6580	80	7	in	in	ADP
ajema-6580	80	8	power	power	NOUN
ajema-6580	80	9	systems	system	NOUN
ajema-6580	80	10	efficiency	efficiency	NOUN
ajema-6580	80	11	machine	machine	NOUN
ajema-6580	80	12	learning	learning	NOUN
ajema-6580	80	13	(	(	PUNCT
ajema-6580	80	14	ml	ml	NOUN
ajema-6580	80	15	)	)	PUNCT
ajema-6580	80	16	and	and	CCONJ
ajema-6580	80	17	deep	deep	ADJ
ajema-6580	80	18	learning	learning	NOUN
ajema-6580	80	19	(	(	PUNCT
ajema-6580	80	20	dl	dl	NOUN
ajema-6580	80	21	)	)	PUNCT
ajema-6580	80	22	techniques	technique	NOUN
ajema-6580	80	23	exhibit	exhibit	VERB
ajema-6580	80	24	significant	significant	ADJ
ajema-6580	80	25	differences	difference	NOUN
ajema-6580	80	26	in	in	ADP
ajema-6580	80	27	efficiency	efficiency	NOUN
ajema-6580	80	28	.	.	PUNCT
ajema-6580	81	1	while	while	SCONJ
ajema-6580	81	2	ml	ml	NOUN
ajema-6580	81	3	models	model	NOUN
ajema-6580	81	4	such	such	ADJ
ajema-6580	81	5	as	as	ADP
ajema-6580	81	6	decision	decision	NOUN
ajema-6580	81	7	trees	tree	NOUN
ajema-6580	81	8	and	and	CCONJ
ajema-6580	81	9	support	support	VERB
ajema-6580	81	10	vector	vector	NOUN
ajema-6580	81	11	machines	machine	NOUN
ajema-6580	81	12	require	require	VERB
ajema-6580	81	13	less	less	ADJ
ajema-6580	81	14	training	training	NOUN
ajema-6580	81	15	data	datum	NOUN
ajema-6580	81	16	and	and	CCONJ
ajema-6580	81	17	are	be	AUX
ajema-6580	81	18	faster	fast	ADJ
ajema-6580	81	19	to	to	PART
ajema-6580	81	20	deploy	deploy	VERB
ajema-6580	81	21	,	,	PUNCT
ajema-6580	81	22	dl	dl	PROPN
ajema-6580	81	23	models	model	NOUN
ajema-6580	81	24	like	like	ADP
ajema-6580	81	25	neural	neural	ADJ
ajema-6580	81	26	networks	network	NOUN
ajema-6580	81	27	can	can	AUX
ajema-6580	81	28	achieve	achieve	VERB
ajema-6580	81	29	higher	high	ADJ
ajema-6580	81	30	accuracy	accuracy	NOUN
ajema-6580	81	31	for	for	ADP
ajema-6580	81	32	complex	complex	ADJ
ajema-6580	81	33	problems	problem	NOUN
ajema-6580	81	34	but	but	CCONJ
ajema-6580	81	35	require	require	VERB
ajema-6580	81	36	extensive	extensive	ADJ
ajema-6580	81	37	datasets	dataset	NOUN
ajema-6580	81	38	.	.	PUNCT
ajema-6580	82	1	dl	dl	PROPN
ajema-6580	82	2	is	be	AUX
ajema-6580	82	3	particularly	particularly	ADV
ajema-6580	82	4	advantageous	advantageous	ADJ
ajema-6580	82	5	in	in	ADP
ajema-6580	82	6	scenarios	scenario	NOUN
ajema-6580	82	7	involving	involve	VERB
ajema-6580	82	8	large	large	ADJ
ajema-6580	82	9	-	-	PUNCT
ajema-6580	82	10	scale	scale	NOUN
ajema-6580	82	11	,	,	PUNCT
ajema-6580	82	12	high	high	ADJ
ajema-6580	82	13	-	-	PUNCT
ajema-6580	82	14	dimensional	dimensional	ADJ
ajema-6580	82	15	data	datum	NOUN
ajema-6580	82	16	,	,	PUNCT
ajema-6580	82	17	such	such	ADJ
ajema-6580	82	18	as	as	ADP
ajema-6580	82	19	grid	grid	NOUN
ajema-6580	82	20	stability	stability	NOUN
ajema-6580	82	21	and	and	CCONJ
ajema-6580	82	22	renewable	renewable	ADJ
ajema-6580	82	23	energy	energy	NOUN
ajema-6580	82	24	forecasting	forecasting	NOUN
ajema-6580	82	25	(	(	PUNCT
ajema-6580	82	26	37,38	37,38	NOUN
ajema-6580	82	27	)	)	PUNCT
ajema-6580	82	28	.	.	PUNCT
ajema-6580	83	1	computational	computational	ADJ
ajema-6580	83	2	complexity	complexity	NOUN
ajema-6580	83	3	ml	ml	NOUN
ajema-6580	83	4	techniques	technique	NOUN
ajema-6580	83	5	are	be	AUX
ajema-6580	83	6	generally	generally	ADV
ajema-6580	83	7	less	less	ADV
ajema-6580	83	8	computationally	computationally	ADV
ajema-6580	83	9	intensive	intensive	ADJ
ajema-6580	83	10	compared	compare	VERB
ajema-6580	83	11	to	to	ADP
ajema-6580	83	12	dl	dl	PROPN
ajema-6580	83	13	models	model	NOUN
ajema-6580	83	14	.	.	PUNCT
ajema-6580	84	1	dl	dl	PROPN
ajema-6580	84	2	involves	involve	VERB
ajema-6580	84	3	multiple	multiple	ADJ
ajema-6580	84	4	layers	layer	NOUN
ajema-6580	84	5	of	of	ADP
ajema-6580	84	6	computation	computation	NOUN
ajema-6580	84	7	and	and	CCONJ
ajema-6580	84	8	often	often	ADV
ajema-6580	84	9	requires	require	VERB
ajema-6580	84	10	specialized	specialized	ADJ
ajema-6580	84	11	hardware	hardware	NOUN
ajema-6580	84	12	such	such	ADJ
ajema-6580	84	13	as	as	ADP
ajema-6580	84	14	gpus	gpu	NOUN
ajema-6580	84	15	to	to	PART
ajema-6580	84	16	train	train	VERB
ajema-6580	84	17	efficiently	efficiently	ADV
ajema-6580	84	18	.	.	PUNCT
ajema-6580	85	1	in	in	ADP
ajema-6580	85	2	contrast	contrast	NOUN
ajema-6580	85	3	,	,	PUNCT
ajema-6580	85	4	ml	ml	ADP
ajema-6580	85	5	methods	method	NOUN
ajema-6580	85	6	are	be	AUX
ajema-6580	85	7	more	more	ADV
ajema-6580	85	8	suitable	suitable	ADJ
ajema-6580	85	9	for	for	ADP
ajema-6580	85	10	resource	resource	NOUN
ajema-6580	85	11	-	-	PUNCT
ajema-6580	85	12	constrained	constrain	VERB
ajema-6580	85	13	environments	environment	NOUN
ajema-6580	85	14	or	or	CCONJ
ajema-6580	85	15	applications	application	NOUN
ajema-6580	85	16	where	where	SCONJ
ajema-6580	85	17	quick	quick	ADJ
ajema-6580	85	18	model	model	NOUN
ajema-6580	85	19	deployment	deployment	NOUN
ajema-6580	85	20	is	be	AUX
ajema-6580	85	21	required	require	VERB
ajema-6580	85	22	(	(	PUNCT
ajema-6580	85	23	39,40	39,40	NUM
ajema-6580	85	24	)	)	PUNCT
ajema-6580	85	25	.	.	PUNCT
ajema-6580	86	1	applicability	applicability	NOUN
ajema-6580	86	2	ml	ml	NOUN
ajema-6580	86	3	techniques	technique	NOUN
ajema-6580	86	4	are	be	AUX
ajema-6580	86	5	versatile	versatile	ADJ
ajema-6580	86	6	and	and	CCONJ
ajema-6580	86	7	applicable	applicable	ADJ
ajema-6580	86	8	across	across	ADP
ajema-6580	86	9	a	a	DET
ajema-6580	86	10	wide	wide	ADJ
ajema-6580	86	11	range	range	NOUN
ajema-6580	86	12	of	of	ADP
ajema-6580	86	13	tasks	task	NOUN
ajema-6580	86	14	,	,	PUNCT
ajema-6580	86	15	including	include	VERB
ajema-6580	86	16	load	load	NOUN
ajema-6580	86	17	forecasting	forecasting	NOUN
ajema-6580	86	18	and	and	CCONJ
ajema-6580	86	19	demand	demand	NOUN
ajema-6580	86	20	-	-	PUNCT
ajema-6580	86	21	side	side	NOUN
ajema-6580	86	22	management	management	NOUN
ajema-6580	86	23	.	.	PUNCT
ajema-6580	87	1	dl	dl	INTJ
ajema-6580	87	2	,	,	PUNCT
ajema-6580	87	3	on	on	ADP
ajema-6580	87	4	the	the	DET
ajema-6580	87	5	other	other	ADJ
ajema-6580	87	6	hand	hand	NOUN
ajema-6580	87	7	,	,	PUNCT
ajema-6580	87	8	excels	excel	VERB
ajema-6580	87	9	in	in	ADP
ajema-6580	87	10	tasks	task	NOUN
ajema-6580	87	11	involving	involve	VERB
ajema-6580	87	12	image	image	NOUN
ajema-6580	87	13	recognition	recognition	NOUN
ajema-6580	87	14	(	(	PUNCT
ajema-6580	87	15	e.g.	e.g.	ADV
ajema-6580	87	16	,	,	PUNCT
ajema-6580	87	17	fault	fault	VERB
ajema-6580	87	18	detection	detection	NOUN
ajema-6580	87	19	via	via	ADP
ajema-6580	87	20	infrared	infrared	ADJ
ajema-6580	87	21	imaging	imaging	NOUN
ajema-6580	87	22	)	)	PUNCT
ajema-6580	87	23	and	and	CCONJ
ajema-6580	87	24	time	time	NOUN
ajema-6580	87	25	-	-	PUNCT
ajema-6580	87	26	series	series	NOUN
ajema-6580	87	27	analysis	analysis	NOUN
ajema-6580	87	28	(	(	PUNCT
ajema-6580	87	29	e.g.	e.g.	ADV
ajema-6580	87	30	,	,	PUNCT
ajema-6580	87	31	predicting	predict	VERB
ajema-6580	87	32	energy	energy	NOUN
ajema-6580	87	33	consumption	consumption	NOUN
ajema-6580	87	34	trends	trend	NOUN
ajema-6580	87	35	)	)	PUNCT
ajema-6580	87	36	.	.	PUNCT
ajema-6580	88	1	the	the	DET
ajema-6580	88	2	choice	choice	NOUN
ajema-6580	88	3	between	between	ADP
ajema-6580	88	4	ml	ml	NOUN
ajema-6580	88	5	and	and	CCONJ
ajema-6580	88	6	dl	dl	PROPN
ajema-6580	88	7	depends	depend	VERB
ajema-6580	88	8	on	on	ADP
ajema-6580	88	9	the	the	DET
ajema-6580	88	10	specific	specific	ADJ
ajema-6580	88	11	requirements	requirement	NOUN
ajema-6580	88	12	of	of	ADP
ajema-6580	88	13	the	the	DET
ajema-6580	88	14	power	power	NOUN
ajema-6580	88	15	system	system	NOUN
ajema-6580	88	16	application	application	NOUN
ajema-6580	88	17	(	(	PUNCT
ajema-6580	88	18	41,42	41,42	NUM
ajema-6580	88	19	)	)	PUNCT
ajema-6580	88	20	.	.	PUNCT
ajema-6580	89	1	45	45	NUM
ajema-6580	89	2	journal	journal	NOUN
ajema-6580	89	3	of	of	ADP
ajema-6580	89	4	engineering	engineering	NOUN
ajema-6580	89	5	,	,	PUNCT
ajema-6580	89	6	mechanics	mechanic	NOUN
ajema-6580	89	7	and	and	CCONJ
ajema-6580	89	8	architecture	architecture	NOUN
ajema-6580	89	9	www	www	NOUN
ajema-6580	89	10	.	.	PUNCT
ajema-6580	90	1	grnjournal.us	grnjournal.us	X
ajema-6580	90	2	7	7	X
ajema-6580	90	3	.	.	PUNCT
ajema-6580	90	4	recommendations	recommendation	NOUN
ajema-6580	90	5	for	for	ADP
ajema-6580	90	6	ai	ai	ADJ
ajema-6580	90	7	integration	integration	NOUN
ajema-6580	90	8	in	in	ADP
ajema-6580	90	9	power	power	NOUN
ajema-6580	90	10	systems	system	NOUN
ajema-6580	90	11	practical	practical	ADJ
ajema-6580	90	12	steps	step	NOUN
ajema-6580	90	13	for	for	ADP
ajema-6580	90	14	successful	successful	ADJ
ajema-6580	90	15	ai	ai	NOUN
ajema-6580	90	16	integration	integration	NOUN
ajema-6580	90	17	1	1	NUM
ajema-6580	90	18	.	.	PUNCT
ajema-6580	90	19	needs	need	VERB
ajema-6580	90	20	assessment	assessment	NOUN
ajema-6580	90	21	:	:	PUNCT
ajema-6580	90	22	conduct	conduct	VERB
ajema-6580	90	23	a	a	DET
ajema-6580	90	24	thorough	thorough	ADJ
ajema-6580	90	25	analysis	analysis	NOUN
ajema-6580	90	26	of	of	ADP
ajema-6580	90	27	system	system	NOUN
ajema-6580	90	28	needs	need	VERB
ajema-6580	90	29	to	to	PART
ajema-6580	90	30	identify	identify	VERB
ajema-6580	90	31	areas	area	NOUN
ajema-6580	90	32	where	where	SCONJ
ajema-6580	90	33	ai	ai	AUX
ajema-6580	90	34	can	can	AUX
ajema-6580	90	35	provide	provide	VERB
ajema-6580	90	36	the	the	DET
ajema-6580	90	37	most	most	ADJ
ajema-6580	90	38	value	value	NOUN
ajema-6580	90	39	.	.	PUNCT
ajema-6580	91	1	2	2	X
ajema-6580	91	2	.	.	X
ajema-6580	91	3	data	datum	NOUN
ajema-6580	91	4	collection	collection	NOUN
ajema-6580	91	5	and	and	CCONJ
ajema-6580	91	6	preparation	preparation	NOUN
ajema-6580	91	7	:	:	PUNCT
ajema-6580	91	8	establish	establish	VERB
ajema-6580	91	9	reliable	reliable	ADJ
ajema-6580	91	10	data	datum	NOUN
ajema-6580	91	11	collection	collection	NOUN
ajema-6580	91	12	mechanisms	mechanism	NOUN
ajema-6580	91	13	and	and	CCONJ
ajema-6580	91	14	ensure	ensure	VERB
ajema-6580	91	15	data	datum	NOUN
ajema-6580	91	16	quality	quality	NOUN
ajema-6580	91	17	through	through	ADP
ajema-6580	91	18	preprocessing	preprocessing	NOUN
ajema-6580	91	19	and	and	CCONJ
ajema-6580	91	20	validation	validation	NOUN
ajema-6580	91	21	.	.	PUNCT
ajema-6580	92	1	3	3	X
ajema-6580	92	2	.	.	X
ajema-6580	92	3	pilot	pilot	NOUN
ajema-6580	92	4	projects	project	NOUN
ajema-6580	92	5	:	:	PUNCT
ajema-6580	92	6	begin	begin	VERB
ajema-6580	92	7	with	with	ADP
ajema-6580	92	8	small	small	ADJ
ajema-6580	92	9	-	-	PUNCT
ajema-6580	92	10	scale	scale	NOUN
ajema-6580	92	11	pilot	pilot	NOUN
ajema-6580	92	12	projects	project	NOUN
ajema-6580	92	13	to	to	PART
ajema-6580	92	14	evaluate	evaluate	VERB
ajema-6580	92	15	ai	ai	ADJ
ajema-6580	92	16	performance	performance	NOUN
ajema-6580	92	17	and	and	CCONJ
ajema-6580	92	18	feasibility	feasibility	NOUN
ajema-6580	92	19	before	before	ADP
ajema-6580	92	20	full	full	ADJ
ajema-6580	92	21	-	-	PUNCT
ajema-6580	92	22	scale	scale	NOUN
ajema-6580	92	23	implementation	implementation	NOUN
ajema-6580	92	24	.	.	PUNCT
ajema-6580	93	1	4	4	X
ajema-6580	93	2	.	.	X
ajema-6580	93	3	scalability	scalability	NOUN
ajema-6580	93	4	planning	planning	NOUN
ajema-6580	93	5	:	:	PUNCT
ajema-6580	93	6	develop	develop	VERB
ajema-6580	93	7	a	a	DET
ajema-6580	93	8	roadmap	roadmap	NOUN
ajema-6580	93	9	for	for	ADP
ajema-6580	93	10	scaling	scale	VERB
ajema-6580	93	11	ai	ai	VERB
ajema-6580	93	12	applications	application	NOUN
ajema-6580	93	13	across	across	ADP
ajema-6580	93	14	the	the	DET
ajema-6580	93	15	entire	entire	ADJ
ajema-6580	93	16	power	power	NOUN
ajema-6580	93	17	system	system	NOUN
ajema-6580	93	18	(	(	PUNCT
ajema-6580	93	19	43,44	43,44	NOUN
ajema-6580	93	20	)	)	PUNCT
ajema-6580	93	21	.	.	PUNCT
ajema-6580	94	1	industry	industry	NOUN
ajema-6580	94	2	-	-	PUNCT
ajema-6580	94	3	academia	academia	NOUN
ajema-6580	94	4	partnerships	partnership	NOUN
ajema-6580	94	5	collaborations	collaboration	NOUN
ajema-6580	94	6	between	between	ADP
ajema-6580	94	7	industry	industry	NOUN
ajema-6580	94	8	and	and	CCONJ
ajema-6580	94	9	academia	academia	NOUN
ajema-6580	94	10	are	be	AUX
ajema-6580	94	11	essential	essential	ADJ
ajema-6580	94	12	for	for	ADP
ajema-6580	94	13	advancing	advance	VERB
ajema-6580	94	14	ai	ai	NOUN
ajema-6580	94	15	in	in	ADP
ajema-6580	94	16	power	power	NOUN
ajema-6580	94	17	systems	system	NOUN
ajema-6580	94	18	.	.	PUNCT
ajema-6580	95	1	academic	academic	ADJ
ajema-6580	95	2	institutions	institution	NOUN
ajema-6580	95	3	can	can	AUX
ajema-6580	95	4	drive	drive	VERB
ajema-6580	95	5	innovation	innovation	NOUN
ajema-6580	95	6	by	by	ADP
ajema-6580	95	7	developing	develop	VERB
ajema-6580	95	8	cutting	cutting	NOUN
ajema-6580	95	9	-	-	PUNCT
ajema-6580	95	10	edge	edge	NOUN
ajema-6580	95	11	ai	ai	NOUN
ajema-6580	95	12	algorithms	algorithm	NOUN
ajema-6580	95	13	,	,	PUNCT
ajema-6580	95	14	while	while	SCONJ
ajema-6580	95	15	industry	industry	NOUN
ajema-6580	95	16	partners	partner	NOUN
ajema-6580	95	17	provide	provide	VERB
ajema-6580	95	18	real	real	ADJ
ajema-6580	95	19	-	-	PUNCT
ajema-6580	95	20	world	world	NOUN
ajema-6580	95	21	challenges	challenge	NOUN
ajema-6580	95	22	and	and	CCONJ
ajema-6580	95	23	data	datum	NOUN
ajema-6580	95	24	for	for	ADP
ajema-6580	95	25	testing	testing	NOUN
ajema-6580	95	26	and	and	CCONJ
ajema-6580	95	27	implementation	implementation	NOUN
ajema-6580	95	28	.	.	PUNCT
ajema-6580	96	1	joint	joint	ADJ
ajema-6580	96	2	research	research	NOUN
ajema-6580	96	3	initiatives	initiative	NOUN
ajema-6580	96	4	and	and	CCONJ
ajema-6580	96	5	funding	funding	NOUN
ajema-6580	96	6	programs	program	NOUN
ajema-6580	96	7	can	can	AUX
ajema-6580	96	8	accelerate	accelerate	VERB
ajema-6580	96	9	progress	progress	NOUN
ajema-6580	96	10	(	(	PUNCT
ajema-6580	96	11	45	45	NUM
ajema-6580	96	12	)	)	PUNCT
ajema-6580	96	13	.	.	PUNCT
ajema-6580	97	1	training	training	NOUN
ajema-6580	97	2	programs	program	NOUN
ajema-6580	97	3	for	for	ADP
ajema-6580	97	4	engineers	engineer	NOUN
ajema-6580	97	5	to	to	PART
ajema-6580	97	6	ensure	ensure	VERB
ajema-6580	97	7	successful	successful	ADJ
ajema-6580	97	8	adoption	adoption	NOUN
ajema-6580	97	9	of	of	ADP
ajema-6580	97	10	ai	ai	NOUN
ajema-6580	97	11	,	,	PUNCT
ajema-6580	97	12	it	it	PRON
ajema-6580	97	13	is	be	AUX
ajema-6580	97	14	crucial	crucial	ADJ
ajema-6580	97	15	to	to	PART
ajema-6580	97	16	develop	develop	VERB
ajema-6580	97	17	training	training	NOUN
ajema-6580	97	18	programs	program	NOUN
ajema-6580	97	19	that	that	PRON
ajema-6580	97	20	equip	equip	VERB
ajema-6580	97	21	engineers	engineer	NOUN
ajema-6580	97	22	with	with	ADP
ajema-6580	97	23	the	the	DET
ajema-6580	97	24	skills	skill	NOUN
ajema-6580	97	25	needed	need	VERB
ajema-6580	97	26	to	to	PART
ajema-6580	97	27	use	use	VERB
ajema-6580	97	28	ai	ai	ADJ
ajema-6580	97	29	tools	tool	NOUN
ajema-6580	97	30	effectively	effectively	ADV
ajema-6580	97	31	.	.	PUNCT
ajema-6580	98	1	these	these	DET
ajema-6580	98	2	programs	program	NOUN
ajema-6580	98	3	should	should	AUX
ajema-6580	98	4	cover	cover	VERB
ajema-6580	98	5	fundamental	fundamental	ADJ
ajema-6580	98	6	concepts	concept	NOUN
ajema-6580	98	7	,	,	PUNCT
ajema-6580	98	8	hands	hand	NOUN
ajema-6580	98	9	-	-	PUNCT
ajema-6580	98	10	on	on	ADP
ajema-6580	98	11	experience	experience	NOUN
ajema-6580	98	12	with	with	ADP
ajema-6580	98	13	ai	ai	PROPN
ajema-6580	98	14	software	software	NOUN
ajema-6580	98	15	,	,	PUNCT
ajema-6580	98	16	and	and	CCONJ
ajema-6580	98	17	domain	domain	NOUN
ajema-6580	98	18	-	-	PUNCT
ajema-6580	98	19	specific	specific	ADJ
ajema-6580	98	20	applications	application	NOUN
ajema-6580	98	21	in	in	ADP
ajema-6580	98	22	power	power	NOUN
ajema-6580	98	23	systems	system	NOUN
ajema-6580	98	24	.	.	PUNCT
ajema-6580	99	1	organizations	organization	NOUN
ajema-6580	99	2	can	can	AUX
ajema-6580	99	3	also	also	ADV
ajema-6580	99	4	provide	provide	VERB
ajema-6580	99	5	continuous	continuous	ADJ
ajema-6580	99	6	learning	learning	NOUN
ajema-6580	99	7	opportunities	opportunity	NOUN
ajema-6580	99	8	to	to	PART
ajema-6580	99	9	keep	keep	VERB
ajema-6580	99	10	engineers	engineer	NOUN
ajema-6580	99	11	updated	update	VERB
ajema-6580	99	12	on	on	ADP
ajema-6580	99	13	advancements	advancement	NOUN
ajema-6580	99	14	in	in	ADP
ajema-6580	99	15	ai	ai	PRON
ajema-6580	99	16	technology	technology	NOUN
ajema-6580	99	17	(	(	PUNCT
ajema-6580	99	18	46,47	46,47	NUM
ajema-6580	99	19	)	)	PUNCT
ajema-6580	99	20	.	.	PUNCT
ajema-6580	100	1	7	7	X
ajema-6580	100	2	.	.	X
ajema-6580	100	3	conclusion	conclusion	VERB
ajema-6580	100	4	the	the	DET
ajema-6580	100	5	integration	integration	NOUN
ajema-6580	100	6	of	of	ADP
ajema-6580	100	7	artificial	artificial	ADJ
ajema-6580	100	8	intelligence	intelligence	NOUN
ajema-6580	100	9	(	(	PUNCT
ajema-6580	100	10	ai	ai	NOUN
ajema-6580	100	11	)	)	PUNCT
ajema-6580	100	12	in	in	ADP
ajema-6580	100	13	power	power	NOUN
ajema-6580	100	14	systems	system	NOUN
ajema-6580	100	15	marks	mark	VERB
ajema-6580	100	16	a	a	DET
ajema-6580	100	17	transformative	transformative	ADJ
ajema-6580	100	18	shift	shift	NOUN
ajema-6580	100	19	in	in	ADP
ajema-6580	100	20	how	how	SCONJ
ajema-6580	100	21	energy	energy	NOUN
ajema-6580	100	22	is	be	AUX
ajema-6580	100	23	managed	manage	VERB
ajema-6580	100	24	,	,	PUNCT
ajema-6580	100	25	distributed	distribute	VERB
ajema-6580	100	26	,	,	PUNCT
ajema-6580	100	27	and	and	CCONJ
ajema-6580	100	28	consumed	consume	VERB
ajema-6580	100	29	.	.	PUNCT
ajema-6580	101	1	ai	ai	PROPN
ajema-6580	101	2	technologies	technology	NOUN
ajema-6580	101	3	have	have	AUX
ajema-6580	101	4	proven	prove	VERB
ajema-6580	101	5	their	their	PRON
ajema-6580	101	6	potential	potential	NOUN
ajema-6580	101	7	in	in	ADP
ajema-6580	101	8	optimizing	optimize	VERB
ajema-6580	101	9	load	load	NOUN
ajema-6580	101	10	forecasting	forecasting	NOUN
ajema-6580	101	11	,	,	PUNCT
ajema-6580	101	12	enhancing	enhance	VERB
ajema-6580	101	13	grid	grid	NOUN
ajema-6580	101	14	stability	stability	NOUN
ajema-6580	101	15	,	,	PUNCT
ajema-6580	101	16	and	and	CCONJ
ajema-6580	101	17	facilitating	facilitate	VERB
ajema-6580	101	18	the	the	DET
ajema-6580	101	19	integration	integration	NOUN
ajema-6580	101	20	of	of	ADP
ajema-6580	101	21	renewable	renewable	ADJ
ajema-6580	101	22	energy	energy	NOUN
ajema-6580	101	23	sources	source	NOUN
ajema-6580	101	24	.	.	PUNCT
ajema-6580	102	1	while	while	SCONJ
ajema-6580	102	2	challenges	challenge	NOUN
ajema-6580	102	3	such	such	ADJ
ajema-6580	102	4	as	as	ADP
ajema-6580	102	5	data	datum	NOUN
ajema-6580	102	6	quality	quality	NOUN
ajema-6580	102	7	,	,	PUNCT
ajema-6580	102	8	computational	computational	ADJ
ajema-6580	102	9	complexity	complexity	NOUN
ajema-6580	102	10	,	,	PUNCT
ajema-6580	102	11	and	and	CCONJ
ajema-6580	102	12	cybersecurity	cybersecurity	NOUN
ajema-6580	102	13	remain	remain	VERB
ajema-6580	102	14	,	,	PUNCT
ajema-6580	102	15	the	the	DET
ajema-6580	102	16	development	development	NOUN
ajema-6580	102	17	of	of	ADP
ajema-6580	102	18	advanced	advanced	ADJ
ajema-6580	102	19	algorithms	algorithm	NOUN
ajema-6580	102	20	and	and	CCONJ
ajema-6580	102	21	collaborative	collaborative	ADJ
ajema-6580	102	22	efforts	effort	NOUN
ajema-6580	102	23	between	between	ADP
ajema-6580	102	24	academia	academia	NOUN
ajema-6580	102	25	and	and	CCONJ
ajema-6580	102	26	industry	industry	NOUN
ajema-6580	102	27	are	be	AUX
ajema-6580	102	28	paving	pave	VERB
ajema-6580	102	29	the	the	DET
ajema-6580	102	30	way	way	NOUN
ajema-6580	102	31	for	for	ADP
ajema-6580	102	32	innovative	innovative	ADJ
ajema-6580	102	33	solutions	solution	NOUN
ajema-6580	102	34	.	.	PUNCT
ajema-6580	103	1	moving	move	VERB
ajema-6580	103	2	forward	forward	ADV
ajema-6580	103	3	,	,	PUNCT
ajema-6580	103	4	the	the	DET
ajema-6580	103	5	successful	successful	ADJ
ajema-6580	103	6	adoption	adoption	NOUN
ajema-6580	103	7	of	of	ADP
ajema-6580	103	8	ai	ai	NOUN
ajema-6580	103	9	in	in	ADP
ajema-6580	103	10	power	power	NOUN
ajema-6580	103	11	systems	system	NOUN
ajema-6580	103	12	will	will	AUX
ajema-6580	103	13	require	require	VERB
ajema-6580	103	14	a	a	DET
ajema-6580	103	15	clear	clear	ADJ
ajema-6580	103	16	roadmap	roadmap	NOUN
ajema-6580	103	17	,	,	PUNCT
ajema-6580	103	18	robust	robust	ADJ
ajema-6580	103	19	infrastructure	infrastructure	NOUN
ajema-6580	103	20	,	,	PUNCT
ajema-6580	103	21	and	and	CCONJ
ajema-6580	103	22	a	a	DET
ajema-6580	103	23	skilled	skilled	ADJ
ajema-6580	103	24	workforce	workforce	NOUN
ajema-6580	103	25	.	.	PUNCT
ajema-6580	104	1	emphasis	emphasis	NOUN
ajema-6580	104	2	on	on	ADP
ajema-6580	104	3	training	training	NOUN
ajema-6580	104	4	programs	program	NOUN
ajema-6580	104	5	for	for	ADP
ajema-6580	104	6	engineers	engineer	NOUN
ajema-6580	104	7	and	and	CCONJ
ajema-6580	104	8	fostering	foster	VERB
ajema-6580	104	9	partnerships	partnership	NOUN
ajema-6580	104	10	will	will	AUX
ajema-6580	104	11	ensure	ensure	VERB
ajema-6580	104	12	the	the	DET
ajema-6580	104	13	long	long	ADJ
ajema-6580	104	14	-	-	PUNCT
ajema-6580	104	15	term	term	NOUN
ajema-6580	104	16	sustainability	sustainability	NOUN
ajema-6580	104	17	of	of	ADP
ajema-6580	104	18	these	these	DET
ajema-6580	104	19	systems	system	NOUN
ajema-6580	104	20	.	.	PUNCT
ajema-6580	105	1	by	by	ADP
ajema-6580	105	2	addressing	address	VERB
ajema-6580	105	3	these	these	DET
ajema-6580	105	4	challenges	challenge	NOUN
ajema-6580	105	5	and	and	CCONJ
ajema-6580	105	6	leveraging	leverage	VERB
ajema-6580	105	7	the	the	DET
ajema-6580	105	8	opportunities	opportunity	NOUN
ajema-6580	105	9	ai	ai	VERB
ajema-6580	105	10	presents	present	NOUN
ajema-6580	105	11	,	,	PUNCT
ajema-6580	105	12	power	power	NOUN
ajema-6580	105	13	systems	system	NOUN
ajema-6580	105	14	can	can	AUX
ajema-6580	105	15	become	become	VERB
ajema-6580	105	16	more	more	ADV
ajema-6580	105	17	efficient	efficient	ADJ
ajema-6580	105	18	,	,	PUNCT
ajema-6580	105	19	resilient	resilient	ADJ
ajema-6580	105	20	,	,	PUNCT
ajema-6580	105	21	and	and	CCONJ
ajema-6580	105	22	adaptive	adaptive	ADJ
ajema-6580	105	23	to	to	ADP
ajema-6580	105	24	the	the	DET
ajema-6580	105	25	growing	grow	VERB
ajema-6580	105	26	energy	energy	NOUN
ajema-6580	105	27	demands	demand	NOUN
ajema-6580	105	28	of	of	ADP
ajema-6580	105	29	the	the	DET
ajema-6580	105	30	future	future	NOUN
ajema-6580	105	31	.	.	PUNCT
ajema-6580	106	1	references	reference	NOUN
ajema-6580	106	2	1	1	NUM
ajema-6580	106	3	.	.	PUNCT
ajema-6580	107	1	babu	babu	PROPN
ajema-6580	107	2	ts	ts	PROPN
ajema-6580	107	3	,	,	PUNCT
ajema-6580	107	4	gurrala	gurrala	PROPN
ajema-6580	107	5	g	g	PROPN
ajema-6580	107	6	,	,	PUNCT
ajema-6580	107	7	suganthan	suganthan	PROPN
ajema-6580	107	8	pn	pn	PROPN
ajema-6580	107	9	.	.	PROPN
ajema-6580	107	10	artificial	artificial	ADJ
ajema-6580	107	11	intelligence	intelligence	NOUN
ajema-6580	107	12	techniques	technique	NOUN
ajema-6580	107	13	for	for	ADP
ajema-6580	107	14	electric	electric	ADJ
ajema-6580	107	15	power	power	NOUN
ajema-6580	107	16	systems	system	NOUN
ajema-6580	107	17	:	:	PUNCT
ajema-6580	107	18	a	a	DET
ajema-6580	107	19	review	review	NOUN
ajema-6580	107	20	.	.	PUNCT
ajema-6580	108	1	ieee	ieee	NOUN
ajema-6580	108	2	transactions	transaction	NOUN
ajema-6580	108	3	on	on	ADP
ajema-6580	108	4	evolutionary	evolutionary	ADJ
ajema-6580	108	5	computation	computation	NOUN
ajema-6580	108	6	.	.	PUNCT
ajema-6580	109	1	2021;25(3):345	2021;25(3):345	NUM
ajema-6580	109	2	-	-	SYM
ajema-6580	109	3	67	67	NUM
ajema-6580	109	4	.	.	NOUN
ajema-6580	109	5	2	2	NUM
ajema-6580	109	6	.	.	X
ajema-6580	109	7	mohammadi	mohammadi	PROPN
ajema-6580	109	8	m	m	PROPN
ajema-6580	109	9	,	,	PUNCT
ajema-6580	109	10	mohammadi	mohammadi	NOUN
ajema-6580	109	11	-	-	PUNCT
ajema-6580	109	12	ivatloo	ivatloo	ADJ
ajema-6580	109	13	b	b	NOUN
ajema-6580	109	14	,	,	PUNCT
ajema-6580	109	15	asadi	asadi	PROPN
ajema-6580	109	16	s.	s.	PROPN
ajema-6580	109	17	application	application	NOUN
ajema-6580	109	18	of	of	ADP
ajema-6580	109	19	machine	machine	NOUN
ajema-6580	109	20	learning	learn	VERB
ajema-6580	109	21	in	in	ADP
ajema-6580	109	22	smart	smart	ADJ
ajema-6580	109	23	grid	grid	NOUN
ajema-6580	109	24	:	:	PUNCT
ajema-6580	109	25	a	a	DET
ajema-6580	109	26	review	review	NOUN
ajema-6580	109	27	.	.	PUNCT
ajema-6580	110	1	renewable	renewable	ADJ
ajema-6580	110	2	and	and	CCONJ
ajema-6580	110	3	sustainable	sustainable	ADJ
ajema-6580	110	4	energy	energy	NOUN
ajema-6580	110	5	reviews	review	NOUN
ajema-6580	110	6	.	.	PUNCT
ajema-6580	111	1	2020;128:109891	2020;128:109891	NUM
ajema-6580	111	2	.	.	PUNCT
ajema-6580	112	1	3	3	X
ajema-6580	112	2	.	.	X
ajema-6580	112	3	kirschen	kirschen	PROPN
ajema-6580	112	4	ds	ds	PROPN
ajema-6580	112	5	,	,	PUNCT
ajema-6580	112	6	strbac	strbac	ADJ
ajema-6580	112	7	g.	g.	NOUN
ajema-6580	112	8	fundamentals	fundamental	NOUN
ajema-6580	112	9	of	of	ADP
ajema-6580	112	10	power	power	NOUN
ajema-6580	112	11	system	system	NOUN
ajema-6580	112	12	economics	economic	NOUN
ajema-6580	112	13	.	.	PUNCT
ajema-6580	113	1	2nd	2nd	ADJ
ajema-6580	113	2	ed	ed	NOUN
ajema-6580	113	3	.	.	PUNCT
ajema-6580	113	4	wiley	wiley	PROPN
ajema-6580	113	5	;	;	PUNCT
ajema-6580	113	6	2019	2019	NUM
ajema-6580	113	7	.	.	PUNCT
ajema-6580	114	1	4	4	X
ajema-6580	114	2	.	.	X
ajema-6580	114	3	teuvo	teuvo	PROPN
ajema-6580	115	1	kohonen	kohonen	PROPN
ajema-6580	115	2	.	.	PUNCT
ajema-6580	116	1	self	self	NOUN
ajema-6580	116	2	-	-	PUNCT
ajema-6580	116	3	organizing	organize	VERB
ajema-6580	116	4	maps	map	NOUN
ajema-6580	116	5	.	.	PUNCT
ajema-6580	117	1	springer	springer	NOUN
ajema-6580	117	2	science	science	PROPN
ajema-6580	117	3	&	&	CCONJ
ajema-6580	117	4	business	business	NOUN
ajema-6580	117	5	media	medium	NOUN
ajema-6580	117	6	.	.	PUNCT
ajema-6580	118	1	2012;30:34955	2012;30:34955	NUM
ajema-6580	118	2	.	.	X
ajema-6580	119	1	5	5	NUM
ajema-6580	119	2	.	.	X
ajema-6580	119	3	haupt	haupt	PROPN
ajema-6580	119	4	rl	rl	PROPN
ajema-6580	119	5	,	,	PUNCT
ajema-6580	119	6	haupt	haupt	PROPN
ajema-6580	119	7	se	se	PROPN
ajema-6580	119	8	.	.	X
ajema-6580	119	9	practical	practical	ADJ
ajema-6580	119	10	genetic	genetic	ADJ
ajema-6580	119	11	algorithms	algorithm	NOUN
ajema-6580	119	12	.	.	PUNCT
ajema-6580	120	1	2nd	2nd	ADJ
ajema-6580	120	2	ed	ed	NOUN
ajema-6580	120	3	.	.	PUNCT
ajema-6580	121	1	wiley	wiley	PROPN
ajema-6580	121	2	-	-	PUNCT
ajema-6580	121	3	interscience	interscience	PROPN
ajema-6580	121	4	;	;	PUNCT
ajema-6580	121	5	2004	2004	NUM
ajema-6580	121	6	.	.	PUNCT
ajema-6580	122	1	6	6	NUM
ajema-6580	122	2	.	.	X
ajema-6580	122	3	babu	babu	PROPN
ajema-6580	122	4	ts	ts	PROPN
ajema-6580	122	5	,	,	PUNCT
ajema-6580	122	6	gurrala	gurrala	PROPN
ajema-6580	122	7	g	g	PROPN
ajema-6580	122	8	,	,	PUNCT
ajema-6580	122	9	suganthan	suganthan	PROPN
ajema-6580	122	10	pn	pn	PROPN
ajema-6580	122	11	.	.	PROPN
ajema-6580	122	12	artificial	artificial	ADJ
ajema-6580	122	13	intelligence	intelligence	NOUN
ajema-6580	122	14	techniques	technique	NOUN
ajema-6580	122	15	for	for	ADP
ajema-6580	122	16	electric	electric	ADJ
ajema-6580	122	17	power	power	NOUN
ajema-6580	122	18	systems	system	NOUN
ajema-6580	122	19	:	:	PUNCT
ajema-6580	122	20	a	a	DET
ajema-6580	122	21	review	review	NOUN
ajema-6580	122	22	.	.	PUNCT
ajema-6580	123	1	ieee	ieee	NOUN
ajema-6580	123	2	transactions	transaction	NOUN
ajema-6580	123	3	on	on	ADP
ajema-6580	123	4	evolutionary	evolutionary	ADJ
ajema-6580	123	5	computation	computation	NOUN
ajema-6580	123	6	.	.	PUNCT
ajema-6580	124	1	2021;25(3):345	2021;25(3):345	NUM
ajema-6580	124	2	-	-	SYM
ajema-6580	124	3	67	67	NUM
ajema-6580	124	4	.	.	PUNCT
ajema-6580	124	5	46	46	NUM
ajema-6580	124	6	journal	journal	NOUN
ajema-6580	124	7	of	of	ADP
ajema-6580	124	8	engineering	engineering	NOUN
ajema-6580	124	9	,	,	PUNCT
ajema-6580	124	10	mechanics	mechanic	NOUN
ajema-6580	124	11	and	and	CCONJ
ajema-6580	124	12	architecture	architecture	NOUN
ajema-6580	124	13	www	www	NOUN
ajema-6580	124	14	.	.	PUNCT
ajema-6580	125	1	grnjournal.us	grnjournal.us	X
ajema-6580	125	2	7	7	NUM
ajema-6580	125	3	.	.	PUNCT
ajema-6580	125	4	mohammadi	mohammadi	PROPN
ajema-6580	125	5	m	m	PROPN
ajema-6580	125	6	,	,	PUNCT
ajema-6580	125	7	mohammadi	mohammadi	NOUN
ajema-6580	125	8	-	-	PUNCT
ajema-6580	125	9	ivatloo	ivatloo	ADJ
ajema-6580	125	10	b	b	NOUN
ajema-6580	125	11	,	,	PUNCT
ajema-6580	125	12	asadi	asadi	PROPN
ajema-6580	125	13	s.	s.	PROPN
ajema-6580	125	14	application	application	NOUN
ajema-6580	125	15	of	of	ADP
ajema-6580	125	16	machine	machine	NOUN
ajema-6580	125	17	learning	learn	VERB
ajema-6580	125	18	in	in	ADP
ajema-6580	125	19	smart	smart	ADJ
ajema-6580	125	20	grid	grid	NOUN
ajema-6580	125	21	:	:	PUNCT
ajema-6580	125	22	a	a	DET
ajema-6580	125	23	review	review	NOUN
ajema-6580	125	24	.	.	PUNCT
ajema-6580	126	1	renewable	renewable	ADJ
ajema-6580	126	2	and	and	CCONJ
ajema-6580	126	3	sustainable	sustainable	ADJ
ajema-6580	126	4	energy	energy	NOUN
ajema-6580	126	5	reviews	review	NOUN
ajema-6580	126	6	.	.	PUNCT
ajema-6580	127	1	2020;128:109891	2020;128:109891	NUM
ajema-6580	127	2	.	.	PUNCT
ajema-6580	128	1	8	8	NUM
ajema-6580	128	2	.	.	X
ajema-6580	129	1	gellings	gelling	NOUN
ajema-6580	129	2	cw	cw	VERB
ajema-6580	129	3	.	.	PUNCT
ajema-6580	130	1	the	the	DET
ajema-6580	130	2	smart	smart	ADJ
ajema-6580	130	3	grid	grid	NOUN
ajema-6580	130	4	:	:	PUNCT
ajema-6580	130	5	enabling	enable	VERB
ajema-6580	130	6	energy	energy	NOUN
ajema-6580	130	7	efficiency	efficiency	NOUN
ajema-6580	130	8	and	and	CCONJ
ajema-6580	130	9	demand	demand	NOUN
ajema-6580	130	10	response	response	NOUN
ajema-6580	130	11	.	.	PUNCT
ajema-6580	131	1	crc	crc	PROPN
ajema-6580	131	2	press	press	PROPN
ajema-6580	131	3	;	;	PUNCT
ajema-6580	131	4	2009	2009	NUM
ajema-6580	131	5	.	.	PUNCT
ajema-6580	132	1	9	9	X
ajema-6580	132	2	.	.	X
ajema-6580	132	3	he	he	PRON
ajema-6580	132	4	y	y	PROPN
ajema-6580	132	5	,	,	PUNCT
ajema-6580	132	6	wang	wang	PROPN
ajema-6580	132	7	h	h	PROPN
ajema-6580	132	8	,	,	PUNCT
ajema-6580	132	9	yan	yan	PROPN
ajema-6580	132	10	m	m	PROPN
ajema-6580	132	11	,	,	PUNCT
ajema-6580	132	12	li	li	PROPN
ajema-6580	132	13	c.	c.	PROPN
ajema-6580	132	14	fault	fault	PROPN
ajema-6580	132	15	detection	detection	NOUN
ajema-6580	132	16	and	and	CCONJ
ajema-6580	132	17	diagnosis	diagnosis	NOUN
ajema-6580	132	18	in	in	ADP
ajema-6580	132	19	power	power	NOUN
ajema-6580	132	20	systems	system	NOUN
ajema-6580	132	21	based	base	VERB
ajema-6580	132	22	on	on	ADP
ajema-6580	132	23	machine	machine	NOUN
ajema-6580	132	24	learning	learning	NOUN
ajema-6580	132	25	:	:	PUNCT
ajema-6580	132	26	a	a	DET
ajema-6580	132	27	review	review	NOUN
ajema-6580	132	28	.	.	PUNCT
ajema-6580	133	1	energies	energy	NOUN
ajema-6580	133	2	.	.	PUNCT
ajema-6580	134	1	2020;13(3):670	2020;13(3):670	NOUN
ajema-6580	134	2	.	.	PUNCT
ajema-6580	135	1	10	10	NUM
ajema-6580	135	2	.	.	PUNCT
ajema-6580	136	1	zhang	zhang	PROPN
ajema-6580	136	2	l	l	PROPN
ajema-6580	136	3	,	,	PUNCT
ajema-6580	136	4	qin	qin	PROPN
ajema-6580	136	5	y	y	PROPN
ajema-6580	136	6	,	,	PUNCT
ajema-6580	136	7	he	he	PRON
ajema-6580	136	8	y	y	PROPN
ajema-6580	136	9	,	,	PUNCT
ajema-6580	136	10	zeng	zeng	PROPN
ajema-6580	136	11	f.	f.	PROPN
ajema-6580	136	12	machine	machine	PROPN
ajema-6580	136	13	learning	learning	NOUN
ajema-6580	136	14	-	-	PUNCT
ajema-6580	136	15	based	base	VERB
ajema-6580	136	16	fault	fault	NOUN
ajema-6580	136	17	diagnosis	diagnosis	NOUN
ajema-6580	136	18	for	for	ADP
ajema-6580	136	19	power	power	NOUN
ajema-6580	136	20	equipment	equipment	NOUN
ajema-6580	136	21	.	.	PUNCT
ajema-6580	137	1	electric	electric	ADJ
ajema-6580	137	2	power	power	PROPN
ajema-6580	137	3	systems	system	NOUN
ajema-6580	137	4	research	research	NOUN
ajema-6580	137	5	.	.	PUNCT
ajema-6580	138	1	2019;170:251	2019;170:251	NUM
ajema-6580	138	2	-	-	SYM
ajema-6580	138	3	62	62	NUM
ajema-6580	138	4	.	.	PUNCT
ajema-6580	139	1	11	11	NUM
ajema-6580	139	2	.	.	PUNCT
ajema-6580	140	1	kundur	kundur	PROPN
ajema-6580	140	2	p	p	X
ajema-6580	140	3	,	,	PUNCT
ajema-6580	140	4	balu	balu	PROPN
ajema-6580	140	5	nj	nj	PROPN
ajema-6580	140	6	,	,	PUNCT
ajema-6580	140	7	lauby	lauby	PROPN
ajema-6580	140	8	mg	mg	PROPN
ajema-6580	140	9	.	.	PUNCT
ajema-6580	141	1	power	power	NOUN
ajema-6580	141	2	system	system	NOUN
ajema-6580	141	3	stability	stability	NOUN
ajema-6580	141	4	and	and	CCONJ
ajema-6580	141	5	control	control	NOUN
ajema-6580	141	6	.	.	PUNCT
ajema-6580	142	1	mcgraw	mcgraw	PROPN
ajema-6580	142	2	-	-	PUNCT
ajema-6580	142	3	hill	hill	PROPN
ajema-6580	142	4	;	;	PUNCT
ajema-6580	142	5	1994	1994	NUM
ajema-6580	142	6	.	.	PUNCT
ajema-6580	143	1	12	12	NUM
ajema-6580	143	2	.	.	PUNCT
ajema-6580	143	3	schuller	schuller	PROPN
ajema-6580	143	4	a	a	PROPN
ajema-6580	143	5	,	,	PUNCT
ajema-6580	143	6	rieger	rieger	PROPN
ajema-6580	143	7	a	a	PROPN
ajema-6580	143	8	,	,	PUNCT
ajema-6580	143	9	flath	flath	NOUN
ajema-6580	143	10	cm	cm	PROPN
ajema-6580	143	11	.	.	PUNCT
ajema-6580	144	1	frequency	frequency	NOUN
ajema-6580	144	2	stability	stability	NOUN
ajema-6580	144	3	in	in	ADP
ajema-6580	144	4	power	power	NOUN
ajema-6580	144	5	systems	system	NOUN
ajema-6580	144	6	:	:	PUNCT
ajema-6580	144	7	ai	ai	VERB
ajema-6580	144	8	applications	application	NOUN
ajema-6580	144	9	.	.	PUNCT
ajema-6580	145	1	energy	energy	NOUN
ajema-6580	145	2	policy	policy	NOUN
ajema-6580	145	3	.	.	PUNCT
ajema-6580	146	1	2018;113:157	2018;113:157	NUM
ajema-6580	146	2	-	-	SYM
ajema-6580	146	3	69	69	NUM
ajema-6580	146	4	.	.	PUNCT
ajema-6580	147	1	13	13	NUM
ajema-6580	147	2	.	.	PUNCT
ajema-6580	148	1	pineda	pineda	PROPN
ajema-6580	148	2	s	s	PROPN
ajema-6580	148	3	,	,	PUNCT
ajema-6580	148	4	conejo	conejo	PROPN
ajema-6580	148	5	aj	aj	PROPN
ajema-6580	148	6	.	.	PROPN
ajema-6580	149	1	renewable	renewable	ADJ
ajema-6580	149	2	energy	energy	NOUN
ajema-6580	149	3	integration	integration	NOUN
ajema-6580	149	4	into	into	ADP
ajema-6580	149	5	power	power	NOUN
ajema-6580	149	6	grids	grid	NOUN
ajema-6580	149	7	.	.	PUNCT
ajema-6580	150	1	energy	energy	NOUN
ajema-6580	150	2	economics	economic	NOUN
ajema-6580	150	3	.	.	PUNCT
ajema-6580	151	1	2020;89:104839	2020;89:104839	X
ajema-6580	151	2	.	.	NOUN
ajema-6580	151	3	14	14	NUM
ajema-6580	151	4	.	.	X
ajema-6580	151	5	goodarzi	goodarzi	NOUN
ajema-6580	151	6	h	h	PROPN
ajema-6580	151	7	,	,	PUNCT
ajema-6580	151	8	sadiq	sadiq	PROPN
ajema-6580	151	9	ma	ma	PROPN
ajema-6580	151	10	,	,	PUNCT
ajema-6580	151	11	rezaei	rezaei	PROPN
ajema-6580	151	12	f.	f.	PROPN
ajema-6580	151	13	ai	ai	PROPN
ajema-6580	151	14	models	model	NOUN
ajema-6580	151	15	for	for	ADP
ajema-6580	151	16	renewable	renewable	ADJ
ajema-6580	151	17	energy	energy	NOUN
ajema-6580	151	18	forecasting	forecasting	NOUN
ajema-6580	151	19	.	.	PUNCT
ajema-6580	152	1	renewable	renewable	ADJ
ajema-6580	152	2	energy	energy	NOUN
ajema-6580	152	3	.	.	PUNCT
ajema-6580	153	1	2021;175:1221	2021;175:1221	NUM
ajema-6580	153	2	-	-	SYM
ajema-6580	153	3	31	31	NUM
ajema-6580	153	4	.	.	PUNCT
ajema-6580	154	1	15	15	NUM
ajema-6580	154	2	.	.	PUNCT
ajema-6580	154	3	weron	weron	PROPN
ajema-6580	154	4	r.	r.	PROPN
ajema-6580	154	5	electricity	electricity	NOUN
ajema-6580	154	6	price	price	NOUN
ajema-6580	154	7	forecasting	forecasting	NOUN
ajema-6580	154	8	:	:	PUNCT
ajema-6580	154	9	a	a	DET
ajema-6580	154	10	review	review	NOUN
ajema-6580	154	11	of	of	ADP
ajema-6580	154	12	the	the	DET
ajema-6580	154	13	state	state	NOUN
ajema-6580	154	14	-	-	PUNCT
ajema-6580	154	15	of	of	ADP
ajema-6580	154	16	-	-	PUNCT
ajema-6580	154	17	the	the	DET
ajema-6580	154	18	-	-	PUNCT
ajema-6580	154	19	art	art	NOUN
ajema-6580	154	20	with	with	ADP
ajema-6580	154	21	a	a	DET
ajema-6580	154	22	look	look	NOUN
ajema-6580	154	23	into	into	ADP
ajema-6580	154	24	the	the	DET
ajema-6580	154	25	future	future	NOUN
ajema-6580	154	26	.	.	PUNCT
ajema-6580	155	1	international	international	ADJ
ajema-6580	155	2	journal	journal	PROPN
ajema-6580	155	3	of	of	ADP
ajema-6580	155	4	forecasting	forecasting	NOUN
ajema-6580	155	5	.	.	PUNCT
ajema-6580	156	1	2014;30(4):1030	2014;30(4):1030	PROPN
ajema-6580	156	2	-	-	SYM
ajema-6580	156	3	81	81	NUM
ajema-6580	156	4	.	.	PUNCT
ajema-6580	156	5	16	16	NUM
ajema-6580	156	6	.	.	PUNCT
ajema-6580	157	1	conejo	conejo	PROPN
ajema-6580	157	2	aj	aj	PROPN
ajema-6580	157	3	,	,	PUNCT
ajema-6580	157	4	morales	morales	PROPN
ajema-6580	157	5	jm	jm	PROPN
ajema-6580	157	6	,	,	PUNCT
ajema-6580	157	7	baringo	baringo	PROPN
ajema-6580	157	8	l.	l.	PROPN
ajema-6580	157	9	real	real	ADJ
ajema-6580	157	10	-	-	PUNCT
ajema-6580	157	11	time	time	NOUN
ajema-6580	157	12	electricity	electricity	NOUN
ajema-6580	157	13	market	market	NOUN
ajema-6580	157	14	optimization	optimization	NOUN
ajema-6580	157	15	.	.	PUNCT
ajema-6580	158	1	springer	springer	NOUN
ajema-6580	158	2	;	;	PUNCT
ajema-6580	158	3	2010	2010	NUM
ajema-6580	158	4	.	.	PUNCT
ajema-6580	159	1	17	17	NUM
ajema-6580	159	2	.	.	PUNCT
ajema-6580	159	3	mohammadi	mohammadi	PROPN
ajema-6580	159	4	m	m	PROPN
ajema-6580	159	5	,	,	PUNCT
ajema-6580	159	6	mohammadi	mohammadi	NOUN
ajema-6580	159	7	-	-	PUNCT
ajema-6580	159	8	ivatloo	ivatloo	ADJ
ajema-6580	159	9	b	b	NOUN
ajema-6580	159	10	,	,	PUNCT
ajema-6580	159	11	asadi	asadi	PROPN
ajema-6580	159	12	s.	s.	PROPN
ajema-6580	159	13	application	application	NOUN
ajema-6580	159	14	of	of	ADP
ajema-6580	159	15	machine	machine	NOUN
ajema-6580	159	16	learning	learn	VERB
ajema-6580	159	17	in	in	ADP
ajema-6580	159	18	smart	smart	ADJ
ajema-6580	159	19	grid	grid	NOUN
ajema-6580	159	20	:	:	PUNCT
ajema-6580	159	21	a	a	DET
ajema-6580	159	22	review	review	NOUN
ajema-6580	159	23	.	.	PUNCT
ajema-6580	160	1	renewable	renewable	ADJ
ajema-6580	160	2	and	and	CCONJ
ajema-6580	160	3	sustainable	sustainable	ADJ
ajema-6580	160	4	energy	energy	NOUN
ajema-6580	160	5	reviews	review	NOUN
ajema-6580	160	6	.	.	PUNCT
ajema-6580	161	1	2020;128:109891	2020;128:109891	NUM
ajema-6580	161	2	.	.	PUNCT
ajema-6580	162	1	18	18	NUM
ajema-6580	162	2	.	.	PUNCT
ajema-6580	163	1	sun	sun	PROPN
ajema-6580	163	2	y	y	PROPN
ajema-6580	163	3	,	,	PUNCT
ajema-6580	163	4	wang	wang	PROPN
ajema-6580	163	5	j	j	PROPN
ajema-6580	163	6	,	,	PUNCT
ajema-6580	163	7	xu	xu	PROPN
ajema-6580	163	8	h.	h.	PROPN
ajema-6580	163	9	challenges	challenge	NOUN
ajema-6580	163	10	and	and	CCONJ
ajema-6580	163	11	opportunities	opportunity	NOUN
ajema-6580	163	12	in	in	ADP
ajema-6580	163	13	data	data	NOUN
ajema-6580	163	14	-	-	PUNCT
ajema-6580	163	15	driven	drive	VERB
ajema-6580	163	16	power	power	NOUN
ajema-6580	163	17	system	system	NOUN
ajema-6580	163	18	operations	operation	NOUN
ajema-6580	163	19	.	.	PUNCT
ajema-6580	164	1	electric	electric	ADJ
ajema-6580	164	2	power	power	NOUN
ajema-6580	164	3	systems	system	NOUN
ajema-6580	164	4	research	research	NOUN
ajema-6580	164	5	.	.	PUNCT
ajema-6580	165	1	2021;189:106663	2021;189:106663	X
ajema-6580	165	2	.	.	PUNCT
ajema-6580	166	1	19	19	NUM
ajema-6580	166	2	.	.	PUNCT
ajema-6580	166	3	goodfellow	goodfellow	PROPN
ajema-6580	166	4	i	i	PROPN
ajema-6580	166	5	,	,	PUNCT
ajema-6580	166	6	bengio	bengio	PROPN
ajema-6580	166	7	y	y	PROPN
ajema-6580	166	8	,	,	PUNCT
ajema-6580	166	9	courville	courville	ADJ
ajema-6580	166	10	a.	a.	NOUN
ajema-6580	166	11	deep	deep	ADJ
ajema-6580	166	12	learning	learning	NOUN
ajema-6580	166	13	.	.	PUNCT
ajema-6580	167	1	mit	mit	PROPN
ajema-6580	167	2	press	press	NOUN
ajema-6580	167	3	;	;	PUNCT
ajema-6580	167	4	2016	2016	NUM
ajema-6580	167	5	.	.	PUNCT
ajema-6580	168	1	20	20	NUM
ajema-6580	168	2	.	.	PUNCT
ajema-6580	169	1	zhang	zhang	PROPN
ajema-6580	170	1	q	q	PROPN
ajema-6580	170	2	,	,	PUNCT
ajema-6580	170	3	yang	yang	PROPN
ajema-6580	170	4	lt	lt	PROPN
ajema-6580	170	5	,	,	PUNCT
ajema-6580	170	6	chen	chen	PROPN
ajema-6580	170	7	z	z	PROPN
ajema-6580	170	8	,	,	PUNCT
ajema-6580	170	9	li	li	PROPN
ajema-6580	170	10	p.	p.	NOUN
ajema-6580	170	11	computational	computational	ADJ
ajema-6580	170	12	challenges	challenge	NOUN
ajema-6580	170	13	in	in	ADP
ajema-6580	170	14	big	big	ADJ
ajema-6580	170	15	data	datum	NOUN
ajema-6580	170	16	analytics	analytic	NOUN
ajema-6580	170	17	for	for	ADP
ajema-6580	170	18	ai	ai	PROPN
ajema-6580	170	19	applications	application	NOUN
ajema-6580	170	20	in	in	ADP
ajema-6580	170	21	power	power	NOUN
ajema-6580	170	22	systems	system	NOUN
ajema-6580	170	23	.	.	PUNCT
ajema-6580	171	1	ieee	ieee	NOUN
ajema-6580	171	2	transactions	transaction	NOUN
ajema-6580	171	3	on	on	ADP
ajema-6580	171	4	industrial	industrial	ADJ
ajema-6580	171	5	informatics	informatic	NOUN
ajema-6580	171	6	.	.	PUNCT
ajema-6580	172	1	2018;15(3):1502	2018;15(3):1502	NUM
ajema-6580	172	2	-	-	SYM
ajema-6580	172	3	10	10	NUM
ajema-6580	172	4	.	.	PUNCT
ajema-6580	173	1	21	21	NUM
ajema-6580	173	2	.	.	PUNCT
ajema-6580	174	1	kundur	kundur	PROPN
ajema-6580	174	2	p	p	X
ajema-6580	174	3	,	,	PUNCT
ajema-6580	174	4	balu	balu	PROPN
ajema-6580	174	5	nj	nj	PROPN
ajema-6580	174	6	,	,	PUNCT
ajema-6580	174	7	lauby	lauby	PROPN
ajema-6580	174	8	mg	mg	PROPN
ajema-6580	174	9	.	.	PUNCT
ajema-6580	175	1	power	power	NOUN
ajema-6580	175	2	system	system	NOUN
ajema-6580	175	3	stability	stability	NOUN
ajema-6580	175	4	and	and	CCONJ
ajema-6580	175	5	control	control	NOUN
ajema-6580	175	6	.	.	PUNCT
ajema-6580	176	1	mcgraw	mcgraw	PROPN
ajema-6580	176	2	-	-	PUNCT
ajema-6580	176	3	hill	hill	PROPN
ajema-6580	176	4	;	;	PUNCT
ajema-6580	176	5	1994	1994	NUM
ajema-6580	176	6	.	.	PUNCT
ajema-6580	177	1	22	22	NUM
ajema-6580	177	2	.	.	PUNCT
ajema-6580	178	1	gungor	gungor	PROPN
ajema-6580	178	2	vc	vc	PROPN
ajema-6580	178	3	,	,	PUNCT
ajema-6580	178	4	sahin	sahin	PROPN
ajema-6580	178	5	d	d	PROPN
ajema-6580	178	6	,	,	PUNCT
ajema-6580	178	7	kocak	kocak	PROPN
ajema-6580	178	8	t	t	PROPN
ajema-6580	178	9	,	,	PUNCT
ajema-6580	178	10	ergut	ergut	VERB
ajema-6580	178	11	s.	s.	PROPN
ajema-6580	178	12	smart	smart	PROPN
ajema-6580	178	13	grid	grid	PROPN
ajema-6580	178	14	technologies	technology	NOUN
ajema-6580	178	15	:	:	PUNCT
ajema-6580	178	16	communication	communication	NOUN
ajema-6580	178	17	technologies	technology	NOUN
ajema-6580	178	18	and	and	CCONJ
ajema-6580	178	19	standards	standard	NOUN
ajema-6580	178	20	.	.	PUNCT
ajema-6580	179	1	ieee	ieee	NOUN
ajema-6580	179	2	transactions	transaction	NOUN
ajema-6580	179	3	on	on	ADP
ajema-6580	179	4	industrial	industrial	ADJ
ajema-6580	179	5	informatics	informatic	NOUN
ajema-6580	179	6	.	.	PUNCT
ajema-6580	180	1	2013;9(1):50	2013;9(1):50	NUM
ajema-6580	180	2	-	-	SYM
ajema-6580	180	3	65	65	NUM
ajema-6580	180	4	.	.	PUNCT
ajema-6580	181	1	23	23	NUM
ajema-6580	181	2	.	.	PUNCT
ajema-6580	182	1	srivastava	srivastava	PROPN
ajema-6580	182	2	ak	ak	PROPN
ajema-6580	182	3	,	,	PUNCT
ajema-6580	182	4	manic	manic	ADJ
ajema-6580	182	5	m.	m.	NOUN
ajema-6580	182	6	cyber	cyber	PROPN
ajema-6580	182	7	-	-	PUNCT
ajema-6580	182	8	physical	physical	ADJ
ajema-6580	182	9	system	system	NOUN
ajema-6580	182	10	security	security	NOUN
ajema-6580	182	11	for	for	ADP
ajema-6580	182	12	smart	smart	ADJ
ajema-6580	182	13	grid	grid	NOUN
ajema-6580	182	14	.	.	PUNCT
ajema-6580	183	1	ieee	ieee	NOUN
ajema-6580	183	2	transactions	transaction	NOUN
ajema-6580	183	3	on	on	ADP
ajema-6580	183	4	smart	smart	ADJ
ajema-6580	183	5	grid	grid	NOUN
ajema-6580	183	6	.	.	PUNCT
ajema-6580	184	1	2020;11(5):4100	2020;11(5):4100	NUM
ajema-6580	184	2	-	-	SYM
ajema-6580	184	3	12	12	NUM
ajema-6580	184	4	.	.	PUNCT
ajema-6580	185	1	24	24	NUM
ajema-6580	185	2	.	.	PUNCT
ajema-6580	186	1	liu	liu	PROPN
ajema-6580	186	2	x	x	PROPN
ajema-6580	186	3	,	,	PUNCT
ajema-6580	186	4	liu	liu	PROPN
ajema-6580	186	5	j	j	PROPN
ajema-6580	186	6	,	,	PUNCT
ajema-6580	186	7	chen	chen	PROPN
ajema-6580	186	8	x.	x.	PROPN
ajema-6580	186	9	cybersecurity	cybersecurity	NOUN
ajema-6580	186	10	challenges	challenge	NOUN
ajema-6580	186	11	in	in	ADP
ajema-6580	186	12	ai	ai	ADJ
ajema-6580	186	13	-	-	PUNCT
ajema-6580	186	14	driven	drive	VERB
ajema-6580	186	15	power	power	NOUN
ajema-6580	186	16	systems	system	NOUN
ajema-6580	186	17	.	.	PUNCT
ajema-6580	187	1	energies	energy	NOUN
ajema-6580	187	2	.	.	PUNCT
ajema-6580	188	1	2021;14(3):742	2021;14(3):742	NUM
ajema-6580	188	2	.	.	PUNCT
ajema-6580	189	1	25	25	NUM
ajema-6580	189	2	.	.	PUNCT
ajema-6580	190	1	mittelstadt	mittelstadt	PROPN
ajema-6580	190	2	bd	bd	PROPN
ajema-6580	190	3	,	,	PUNCT
ajema-6580	190	4	allo	allo	PROPN
ajema-6580	190	5	p	p	NOUN
ajema-6580	190	6	,	,	PUNCT
ajema-6580	190	7	taddeo	taddeo	NOUN
ajema-6580	190	8	m	m	PROPN
ajema-6580	190	9	,	,	PUNCT
ajema-6580	190	10	wachter	wachter	NOUN
ajema-6580	190	11	s	s	PROPN
ajema-6580	190	12	,	,	PUNCT
ajema-6580	190	13	floridi	floridi	PROPN
ajema-6580	190	14	l.	l.	PROPN
ajema-6580	190	15	the	the	DET
ajema-6580	190	16	ethics	ethic	NOUN
ajema-6580	190	17	of	of	ADP
ajema-6580	190	18	algorithms	algorithm	NOUN
ajema-6580	190	19	:	:	PUNCT
ajema-6580	190	20	mapping	map	VERB
ajema-6580	190	21	the	the	DET
ajema-6580	190	22	debate	debate	NOUN
ajema-6580	190	23	.	.	PUNCT
ajema-6580	191	1	big	big	ADJ
ajema-6580	191	2	data	datum	NOUN
ajema-6580	191	3	&	&	CCONJ
ajema-6580	191	4	society	society	NOUN
ajema-6580	191	5	.	.	PUNCT
ajema-6580	192	1	2016;3(2):1	2016;3(2):1	PROPN
ajema-6580	192	2	-	-	PUNCT
ajema-6580	192	3	21	21	NUM
ajema-6580	192	4	.	.	PUNCT
ajema-6580	192	5	26	26	NUM
ajema-6580	192	6	.	.	PUNCT
ajema-6580	193	1	awad	awad	PROPN
ajema-6580	193	2	e	e	PROPN
ajema-6580	193	3	,	,	PUNCT
ajema-6580	193	4	dsouza	dsouza	PROPN
ajema-6580	193	5	s	s	PROPN
ajema-6580	193	6	,	,	PUNCT
ajema-6580	193	7	kim	kim	PROPN
ajema-6580	193	8	r	r	PROPN
ajema-6580	193	9	,	,	PUNCT
ajema-6580	193	10	et	et	PROPN
ajema-6580	193	11	al	al	PROPN
ajema-6580	193	12	.	.	PUNCT
ajema-6580	194	1	the	the	DET
ajema-6580	194	2	moral	moral	ADJ
ajema-6580	194	3	machine	machine	NOUN
ajema-6580	194	4	experiment	experiment	NOUN
ajema-6580	194	5	.	.	PUNCT
ajema-6580	195	1	nature	nature	NOUN
ajema-6580	195	2	.	.	PUNCT
ajema-6580	196	1	2018;563(7729):59	2018;563(7729):59	ADJ
ajema-6580	196	2	-	-	SYM
ajema-6580	196	3	64	64	NUM
ajema-6580	196	4	.	.	PUNCT
ajema-6580	197	1	27	27	NUM
ajema-6580	197	2	.	.	PUNCT
ajema-6580	197	3	mohammadi	mohammadi	PROPN
ajema-6580	197	4	m	m	PROPN
ajema-6580	197	5	,	,	PUNCT
ajema-6580	197	6	mohammadi	mohammadi	NOUN
ajema-6580	197	7	-	-	PUNCT
ajema-6580	197	8	ivatloo	ivatloo	ADJ
ajema-6580	197	9	b	b	NOUN
ajema-6580	197	10	,	,	PUNCT
ajema-6580	197	11	asadi	asadi	PROPN
ajema-6580	197	12	s.	s.	PROPN
ajema-6580	197	13	application	application	NOUN
ajema-6580	197	14	of	of	ADP
ajema-6580	197	15	machine	machine	NOUN
ajema-6580	197	16	learning	learn	VERB
ajema-6580	197	17	in	in	ADP
ajema-6580	197	18	smart	smart	ADJ
ajema-6580	197	19	grid	grid	NOUN
ajema-6580	197	20	:	:	PUNCT
ajema-6580	197	21	a	a	DET
ajema-6580	197	22	review	review	NOUN
ajema-6580	197	23	.	.	PUNCT
ajema-6580	198	1	renewable	renewable	ADJ
ajema-6580	198	2	and	and	CCONJ
ajema-6580	198	3	sustainable	sustainable	ADJ
ajema-6580	198	4	energy	energy	NOUN
ajema-6580	198	5	reviews	review	NOUN
ajema-6580	198	6	.	.	PUNCT
ajema-6580	199	1	2020;128:109891	2020;128:109891	NUM
ajema-6580	199	2	.	.	PUNCT
ajema-6580	200	1	28	28	NUM
ajema-6580	200	2	.	.	PUNCT
ajema-6580	201	1	sun	sun	PROPN
ajema-6580	201	2	y	y	PROPN
ajema-6580	201	3	,	,	PUNCT
ajema-6580	201	4	wang	wang	PROPN
ajema-6580	201	5	j	j	PROPN
ajema-6580	201	6	,	,	PUNCT
ajema-6580	201	7	xu	xu	PROPN
ajema-6580	201	8	h.	h.	PROPN
ajema-6580	201	9	challenges	challenge	NOUN
ajema-6580	201	10	and	and	CCONJ
ajema-6580	201	11	opportunities	opportunity	NOUN
ajema-6580	201	12	in	in	ADP
ajema-6580	201	13	data	data	NOUN
ajema-6580	201	14	-	-	PUNCT
ajema-6580	201	15	driven	drive	VERB
ajema-6580	201	16	power	power	NOUN
ajema-6580	201	17	system	system	NOUN
ajema-6580	201	18	operations	operation	NOUN
ajema-6580	201	19	.	.	PUNCT
ajema-6580	202	1	electric	electric	ADJ
ajema-6580	202	2	power	power	NOUN
ajema-6580	202	3	systems	system	NOUN
ajema-6580	202	4	research	research	NOUN
ajema-6580	202	5	.	.	PUNCT
ajema-6580	203	1	2021;189:106663	2021;189:106663	X
ajema-6580	203	2	.	.	PUNCT
ajema-6580	204	1	47	47	NUM
ajema-6580	204	2	journal	journal	NOUN
ajema-6580	204	3	of	of	ADP
ajema-6580	204	4	engineering	engineering	NOUN
ajema-6580	204	5	,	,	PUNCT
ajema-6580	204	6	mechanics	mechanic	NOUN
ajema-6580	204	7	and	and	CCONJ
ajema-6580	204	8	architecture	architecture	NOUN
ajema-6580	204	9	www	www	NOUN
ajema-6580	204	10	.	.	PUNCT
ajema-6580	205	1	grnjournal.us	grnjournal.us	X
ajema-6580	205	2	29	29	NUM
ajema-6580	205	3	.	.	PUNCT
ajema-6580	206	1	zhang	zhang	PROPN
ajema-6580	207	1	q	q	PROPN
ajema-6580	207	2	,	,	PUNCT
ajema-6580	207	3	yang	yang	PROPN
ajema-6580	207	4	lt	lt	PROPN
ajema-6580	207	5	,	,	PUNCT
ajema-6580	207	6	chen	chen	PROPN
ajema-6580	207	7	z	z	PROPN
ajema-6580	207	8	,	,	PUNCT
ajema-6580	207	9	li	li	PROPN
ajema-6580	207	10	p.	p.	NOUN
ajema-6580	207	11	computational	computational	ADJ
ajema-6580	207	12	challenges	challenge	NOUN
ajema-6580	207	13	in	in	ADP
ajema-6580	207	14	big	big	ADJ
ajema-6580	207	15	data	datum	NOUN
ajema-6580	207	16	analytics	analytic	NOUN
ajema-6580	207	17	for	for	ADP
ajema-6580	207	18	ai	ai	PROPN
ajema-6580	207	19	applications	application	NOUN
ajema-6580	207	20	in	in	ADP
ajema-6580	207	21	power	power	NOUN
ajema-6580	207	22	systems	system	NOUN
ajema-6580	207	23	.	.	PUNCT
ajema-6580	208	1	ieee	ieee	NOUN
ajema-6580	208	2	transactions	transaction	NOUN
ajema-6580	208	3	on	on	ADP
ajema-6580	208	4	industrial	industrial	ADJ
ajema-6580	208	5	informatics	informatic	NOUN
ajema-6580	208	6	.	.	PUNCT
ajema-6580	209	1	2018;15(3):1502	2018;15(3):1502	NUM
ajema-6580	209	2	-	-	SYM
ajema-6580	209	3	10	10	NUM
ajema-6580	209	4	.	.	PUNCT
ajema-6580	210	1	30	30	NUM
ajema-6580	210	2	.	.	PUNCT
ajema-6580	211	1	pineda	pineda	PROPN
ajema-6580	211	2	s	s	PROPN
ajema-6580	211	3	,	,	PUNCT
ajema-6580	211	4	conejo	conejo	PROPN
ajema-6580	211	5	aj	aj	PROPN
ajema-6580	211	6	.	.	PROPN
ajema-6580	212	1	renewable	renewable	ADJ
ajema-6580	212	2	energy	energy	NOUN
ajema-6580	212	3	integration	integration	NOUN
ajema-6580	212	4	into	into	ADP
ajema-6580	212	5	power	power	NOUN
ajema-6580	212	6	grids	grid	NOUN
ajema-6580	212	7	.	.	PUNCT
ajema-6580	213	1	energy	energy	NOUN
ajema-6580	213	2	economics	economic	NOUN
ajema-6580	213	3	.	.	PUNCT
ajema-6580	214	1	2020;89:104839	2020;89:104839	X
ajema-6580	214	2	.	.	NOUN
ajema-6580	214	3	31	31	NUM
ajema-6580	214	4	.	.	PUNCT
ajema-6580	214	5	goodarzi	goodarzi	NOUN
ajema-6580	214	6	h	h	PROPN
ajema-6580	214	7	,	,	PUNCT
ajema-6580	214	8	sadiq	sadiq	PROPN
ajema-6580	214	9	ma	ma	PROPN
ajema-6580	214	10	,	,	PUNCT
ajema-6580	214	11	rezaei	rezaei	PROPN
ajema-6580	214	12	f.	f.	PROPN
ajema-6580	214	13	ai	ai	PROPN
ajema-6580	214	14	models	model	NOUN
ajema-6580	214	15	for	for	ADP
ajema-6580	214	16	renewable	renewable	ADJ
ajema-6580	214	17	energy	energy	NOUN
ajema-6580	214	18	forecasting	forecasting	NOUN
ajema-6580	214	19	.	.	PUNCT
ajema-6580	215	1	renewable	renewable	ADJ
ajema-6580	215	2	energy	energy	NOUN
ajema-6580	215	3	.	.	PUNCT
ajema-6580	216	1	2021;175:1221	2021;175:1221	NUM
ajema-6580	216	2	-	-	SYM
ajema-6580	216	3	31	31	NUM
ajema-6580	216	4	.	.	PUNCT
ajema-6580	217	1	32	32	NUM
ajema-6580	217	2	.	.	PUNCT
ajema-6580	218	1	weron	weron	PROPN
ajema-6580	218	2	r.	r.	PROPN
ajema-6580	218	3	electricity	electricity	NOUN
ajema-6580	218	4	price	price	NOUN
ajema-6580	218	5	forecasting	forecasting	NOUN
ajema-6580	218	6	:	:	PUNCT
ajema-6580	218	7	a	a	DET
ajema-6580	218	8	review	review	NOUN
ajema-6580	218	9	of	of	ADP
ajema-6580	218	10	the	the	DET
ajema-6580	218	11	state	state	NOUN
ajema-6580	218	12	-	-	PUNCT
ajema-6580	218	13	of	of	ADP
ajema-6580	218	14	-	-	PUNCT
ajema-6580	218	15	the	the	DET
ajema-6580	218	16	-	-	PUNCT
ajema-6580	218	17	art	art	NOUN
ajema-6580	218	18	with	with	ADP
ajema-6580	218	19	a	a	DET
ajema-6580	218	20	look	look	NOUN
ajema-6580	218	21	into	into	ADP
ajema-6580	218	22	the	the	DET
ajema-6580	218	23	future	future	NOUN
ajema-6580	218	24	.	.	PUNCT
ajema-6580	219	1	international	international	ADJ
ajema-6580	219	2	journal	journal	PROPN
ajema-6580	219	3	of	of	ADP
ajema-6580	219	4	forecasting	forecasting	NOUN
ajema-6580	219	5	.	.	PUNCT
ajema-6580	220	1	2014;30(4):1030	2014;30(4):1030	PROPN
ajema-6580	220	2	-	-	SYM
ajema-6580	220	3	81	81	NUM
ajema-6580	220	4	.	.	PUNCT
ajema-6580	221	1	33	33	NUM
ajema-6580	221	2	.	.	PUNCT
ajema-6580	222	1	srivastava	srivastava	PROPN
ajema-6580	222	2	ak	ak	PROPN
ajema-6580	222	3	,	,	PUNCT
ajema-6580	222	4	manic	manic	ADJ
ajema-6580	222	5	m.	m.	NOUN
ajema-6580	222	6	cyber	cyber	PROPN
ajema-6580	222	7	-	-	PUNCT
ajema-6580	222	8	physical	physical	ADJ
ajema-6580	222	9	system	system	NOUN
ajema-6580	222	10	security	security	NOUN
ajema-6580	222	11	for	for	ADP
ajema-6580	222	12	smart	smart	ADJ
ajema-6580	222	13	grid	grid	NOUN
ajema-6580	222	14	.	.	PUNCT
ajema-6580	223	1	ieee	ieee	NOUN
ajema-6580	223	2	transactions	transaction	NOUN
ajema-6580	223	3	on	on	ADP
ajema-6580	223	4	smart	smart	ADJ
ajema-6580	223	5	grid	grid	NOUN
ajema-6580	223	6	.	.	PUNCT
ajema-6580	224	1	2020;11(5):4100	2020;11(5):4100	NUM
ajema-6580	224	2	-	-	SYM
ajema-6580	224	3	12	12	NUM
ajema-6580	224	4	.	.	PUNCT
ajema-6580	225	1	34	34	NUM
ajema-6580	225	2	.	.	PUNCT
ajema-6580	226	1	liu	liu	PROPN
ajema-6580	226	2	x	x	PROPN
ajema-6580	226	3	,	,	PUNCT
ajema-6580	226	4	liu	liu	PROPN
ajema-6580	226	5	j	j	PROPN
ajema-6580	226	6	,	,	PUNCT
ajema-6580	226	7	chen	chen	PROPN
ajema-6580	226	8	x.	x.	PROPN
ajema-6580	226	9	cybersecurity	cybersecurity	NOUN
ajema-6580	226	10	challenges	challenge	NOUN
ajema-6580	226	11	in	in	ADP
ajema-6580	226	12	ai	ai	ADJ
ajema-6580	226	13	-	-	PUNCT
ajema-6580	226	14	driven	drive	VERB
ajema-6580	226	15	power	power	NOUN
ajema-6580	226	16	systems	system	NOUN
ajema-6580	226	17	.	.	PUNCT
ajema-6580	227	1	energies	energy	NOUN
ajema-6580	227	2	.	.	PUNCT
ajema-6580	228	1	2021;14(3):742	2021;14(3):742	NUM
ajema-6580	228	2	.	.	PUNCT
ajema-6580	229	1	35	35	NUM
ajema-6580	229	2	.	.	PUNCT
ajema-6580	230	1	haupt	haupt	PROPN
ajema-6580	230	2	rl	rl	PROPN
ajema-6580	230	3	,	,	PUNCT
ajema-6580	230	4	haupt	haupt	PROPN
ajema-6580	230	5	se	se	PROPN
ajema-6580	230	6	.	.	X
ajema-6580	230	7	practical	practical	ADJ
ajema-6580	230	8	genetic	genetic	ADJ
ajema-6580	230	9	algorithms	algorithm	NOUN
ajema-6580	230	10	.	.	PUNCT
ajema-6580	231	1	2nd	2nd	ADJ
ajema-6580	231	2	ed	ed	NOUN
ajema-6580	231	3	.	.	PUNCT
ajema-6580	232	1	wiley	wiley	PROPN
ajema-6580	232	2	-	-	PUNCT
ajema-6580	232	3	interscience	interscience	PROPN
ajema-6580	232	4	;	;	PUNCT
ajema-6580	232	5	2004	2004	NUM
ajema-6580	232	6	.	.	PUNCT
ajema-6580	233	1	36	36	NUM
ajema-6580	233	2	.	.	X
ajema-6580	234	1	conejo	conejo	PROPN
ajema-6580	234	2	aj	aj	PROPN
ajema-6580	234	3	,	,	PUNCT
ajema-6580	234	4	morales	morales	PROPN
ajema-6580	234	5	jm	jm	PROPN
ajema-6580	234	6	,	,	PUNCT
ajema-6580	234	7	baringo	baringo	PROPN
ajema-6580	234	8	l.	l.	PROPN
ajema-6580	234	9	real	real	ADJ
ajema-6580	234	10	-	-	PUNCT
ajema-6580	234	11	time	time	NOUN
ajema-6580	234	12	electricity	electricity	NOUN
ajema-6580	234	13	market	market	NOUN
ajema-6580	234	14	optimization	optimization	NOUN
ajema-6580	234	15	.	.	PUNCT
ajema-6580	235	1	springer	springer	NOUN
ajema-6580	235	2	;	;	PUNCT
ajema-6580	235	3	2010	2010	NUM
ajema-6580	235	4	.	.	PUNCT
ajema-6580	236	1	37	37	NUM
ajema-6580	236	2	.	.	PUNCT
ajema-6580	237	1	goodfellow	goodfellow	PROPN
ajema-6580	237	2	i	i	PROPN
ajema-6580	237	3	,	,	PUNCT
ajema-6580	237	4	bengio	bengio	PROPN
ajema-6580	237	5	y	y	PROPN
ajema-6580	237	6	,	,	PUNCT
ajema-6580	237	7	courville	courville	ADJ
ajema-6580	237	8	a.	a.	NOUN
ajema-6580	237	9	deep	deep	ADJ
ajema-6580	237	10	learning	learning	NOUN
ajema-6580	237	11	.	.	PUNCT
ajema-6580	238	1	mit	mit	PROPN
ajema-6580	238	2	press	press	NOUN
ajema-6580	238	3	;	;	PUNCT
ajema-6580	238	4	2016	2016	NUM
ajema-6580	238	5	.	.	PUNCT
ajema-6580	239	1	38	38	NUM
ajema-6580	239	2	.	.	PUNCT
ajema-6580	239	3	mohammadi	mohammadi	PROPN
ajema-6580	239	4	m	m	PROPN
ajema-6580	239	5	,	,	PUNCT
ajema-6580	239	6	mohammadi	mohammadi	NOUN
ajema-6580	239	7	-	-	PUNCT
ajema-6580	239	8	ivatloo	ivatloo	ADJ
ajema-6580	239	9	b	b	NOUN
ajema-6580	239	10	,	,	PUNCT
ajema-6580	239	11	asadi	asadi	PROPN
ajema-6580	239	12	s.	s.	PROPN
ajema-6580	239	13	application	application	NOUN
ajema-6580	239	14	of	of	ADP
ajema-6580	239	15	machine	machine	NOUN
ajema-6580	239	16	learning	learn	VERB
ajema-6580	239	17	in	in	ADP
ajema-6580	239	18	smart	smart	ADJ
ajema-6580	239	19	grid	grid	NOUN
ajema-6580	239	20	:	:	PUNCT
ajema-6580	239	21	a	a	DET
ajema-6580	239	22	review	review	NOUN
ajema-6580	239	23	.	.	PUNCT
ajema-6580	240	1	renewable	renewable	ADJ
ajema-6580	240	2	and	and	CCONJ
ajema-6580	240	3	sustainable	sustainable	ADJ
ajema-6580	240	4	energy	energy	NOUN
ajema-6580	240	5	reviews	review	NOUN
ajema-6580	240	6	.	.	PUNCT
ajema-6580	241	1	2020;128:109891	2020;128:109891	NUM
ajema-6580	241	2	.	.	PUNCT
ajema-6580	242	1	39	39	NUM
ajema-6580	242	2	.	.	PUNCT
ajema-6580	243	1	zhang	zhang	PROPN
ajema-6580	244	1	q	q	PROPN
ajema-6580	244	2	,	,	PUNCT
ajema-6580	244	3	yang	yang	PROPN
ajema-6580	244	4	lt	lt	PROPN
ajema-6580	244	5	,	,	PUNCT
ajema-6580	244	6	chen	chen	PROPN
ajema-6580	244	7	z	z	PROPN
ajema-6580	244	8	,	,	PUNCT
ajema-6580	244	9	li	li	PROPN
ajema-6580	244	10	p.	p.	NOUN
ajema-6580	244	11	computational	computational	ADJ
ajema-6580	244	12	challenges	challenge	NOUN
ajema-6580	244	13	in	in	ADP
ajema-6580	244	14	big	big	ADJ
ajema-6580	244	15	data	datum	NOUN
ajema-6580	244	16	analytics	analytic	NOUN
ajema-6580	244	17	for	for	ADP
ajema-6580	244	18	ai	ai	PROPN
ajema-6580	244	19	applications	application	NOUN
ajema-6580	244	20	in	in	ADP
ajema-6580	244	21	power	power	NOUN
ajema-6580	244	22	systems	system	NOUN
ajema-6580	244	23	.	.	PUNCT
ajema-6580	245	1	ieee	ieee	NOUN
ajema-6580	245	2	transactions	transaction	NOUN
ajema-6580	245	3	on	on	ADP
ajema-6580	245	4	industrial	industrial	ADJ
ajema-6580	245	5	informatics	informatic	NOUN
ajema-6580	245	6	.	.	PUNCT
ajema-6580	246	1	2018;15(3):1502	2018;15(3):1502	NUM
ajema-6580	246	2	-	-	SYM
ajema-6580	246	3	10	10	NUM
ajema-6580	246	4	.	.	PUNCT
ajema-6580	247	1	40	40	NUM
ajema-6580	247	2	.	.	PUNCT
ajema-6580	248	1	sun	sun	PROPN
ajema-6580	248	2	y	y	PROPN
ajema-6580	248	3	,	,	PUNCT
ajema-6580	248	4	wang	wang	PROPN
ajema-6580	248	5	j	j	PROPN
ajema-6580	248	6	,	,	PUNCT
ajema-6580	248	7	xu	xu	PROPN
ajema-6580	248	8	h.	h.	PROPN
ajema-6580	248	9	challenges	challenge	NOUN
ajema-6580	248	10	and	and	CCONJ
ajema-6580	248	11	opportunities	opportunity	NOUN
ajema-6580	248	12	in	in	ADP
ajema-6580	248	13	data	data	NOUN
ajema-6580	248	14	-	-	PUNCT
ajema-6580	248	15	driven	drive	VERB
ajema-6580	248	16	power	power	NOUN
ajema-6580	248	17	system	system	NOUN
ajema-6580	248	18	operations	operation	NOUN
ajema-6580	248	19	.	.	PUNCT
ajema-6580	249	1	electric	electric	ADJ
ajema-6580	249	2	power	power	NOUN
ajema-6580	249	3	systems	system	NOUN
ajema-6580	249	4	research	research	NOUN
ajema-6580	249	5	.	.	PUNCT
ajema-6580	250	1	2021;189:106663	2021;189:106663	X
ajema-6580	250	2	.	.	PUNCT
ajema-6580	251	1	41	41	NUM
ajema-6580	251	2	.	.	PUNCT
ajema-6580	252	1	haupt	haupt	PROPN
ajema-6580	252	2	rl	rl	PROPN
ajema-6580	252	3	,	,	PUNCT
ajema-6580	252	4	haupt	haupt	PROPN
ajema-6580	252	5	se	se	PROPN
ajema-6580	252	6	.	.	X
ajema-6580	252	7	practical	practical	ADJ
ajema-6580	252	8	genetic	genetic	ADJ
ajema-6580	252	9	algorithms	algorithm	NOUN
ajema-6580	252	10	.	.	PUNCT
ajema-6580	253	1	2nd	2nd	ADJ
ajema-6580	253	2	ed	ed	NOUN
ajema-6580	253	3	.	.	PUNCT
ajema-6580	254	1	wiley	wiley	PROPN
ajema-6580	254	2	-	-	PUNCT
ajema-6580	254	3	interscience	interscience	PROPN
ajema-6580	254	4	;	;	PUNCT
ajema-6580	254	5	2004	2004	NUM
ajema-6580	254	6	.	.	PUNCT
ajema-6580	255	1	42	42	NUM
ajema-6580	255	2	.	.	PUNCT
ajema-6580	256	1	pineda	pineda	PROPN
ajema-6580	256	2	s	s	PROPN
ajema-6580	256	3	,	,	PUNCT
ajema-6580	256	4	conejo	conejo	PROPN
ajema-6580	256	5	aj	aj	PROPN
ajema-6580	256	6	.	.	PROPN
ajema-6580	257	1	renewable	renewable	ADJ
ajema-6580	257	2	energy	energy	NOUN
ajema-6580	257	3	integration	integration	NOUN
ajema-6580	257	4	into	into	ADP
ajema-6580	257	5	power	power	NOUN
ajema-6580	257	6	grids	grid	NOUN
ajema-6580	257	7	.	.	PUNCT
ajema-6580	258	1	energy	energy	NOUN
ajema-6580	258	2	economics	economic	NOUN
ajema-6580	258	3	.	.	PUNCT
ajema-6580	259	1	2020;89:104839	2020;89:104839	X
ajema-6580	259	2	.	.	NOUN
ajema-6580	259	3	43	43	NUM
ajema-6580	259	4	.	.	PUNCT
ajema-6580	260	1	gungor	gungor	PROPN
ajema-6580	260	2	vc	vc	PROPN
ajema-6580	260	3	,	,	PUNCT
ajema-6580	260	4	sahin	sahin	PROPN
ajema-6580	260	5	d	d	PROPN
ajema-6580	260	6	,	,	PUNCT
ajema-6580	260	7	kocak	kocak	PROPN
ajema-6580	260	8	t	t	PROPN
ajema-6580	260	9	,	,	PUNCT
ajema-6580	260	10	ergut	ergut	VERB
ajema-6580	260	11	s.	s.	PROPN
ajema-6580	260	12	smart	smart	PROPN
ajema-6580	260	13	grid	grid	PROPN
ajema-6580	260	14	technologies	technology	NOUN
ajema-6580	260	15	:	:	PUNCT
ajema-6580	260	16	communication	communication	NOUN
ajema-6580	260	17	technologies	technology	NOUN
ajema-6580	260	18	and	and	CCONJ
ajema-6580	260	19	standards	standard	NOUN
ajema-6580	260	20	.	.	PUNCT
ajema-6580	261	1	ieee	ieee	NOUN
ajema-6580	261	2	transactions	transaction	NOUN
ajema-6580	261	3	on	on	ADP
ajema-6580	261	4	industrial	industrial	ADJ
ajema-6580	261	5	informatics	informatic	NOUN
ajema-6580	261	6	.	.	PUNCT
ajema-6580	262	1	2013;9(1):50	2013;9(1):50	NUM
ajema-6580	262	2	-	-	SYM
ajema-6580	262	3	65	65	NUM
ajema-6580	262	4	.	.	PUNCT
ajema-6580	263	1	44	44	NUM
ajema-6580	263	2	.	.	PUNCT
ajema-6580	264	1	weron	weron	PROPN
ajema-6580	264	2	r.	r.	PROPN
ajema-6580	264	3	electricity	electricity	NOUN
ajema-6580	264	4	price	price	NOUN
ajema-6580	264	5	forecasting	forecasting	NOUN
ajema-6580	264	6	:	:	PUNCT
ajema-6580	264	7	a	a	DET
ajema-6580	264	8	review	review	NOUN
ajema-6580	264	9	of	of	ADP
ajema-6580	264	10	the	the	DET
ajema-6580	264	11	state	state	NOUN
ajema-6580	264	12	-	-	PUNCT
ajema-6580	264	13	of	of	ADP
ajema-6580	264	14	-	-	PUNCT
ajema-6580	264	15	the	the	DET
ajema-6580	264	16	-	-	PUNCT
ajema-6580	264	17	art	art	NOUN
ajema-6580	264	18	with	with	ADP
ajema-6580	264	19	a	a	DET
ajema-6580	264	20	look	look	NOUN
ajema-6580	264	21	into	into	ADP
ajema-6580	264	22	the	the	DET
ajema-6580	264	23	future	future	NOUN
ajema-6580	264	24	.	.	PUNCT
ajema-6580	265	1	international	international	ADJ
ajema-6580	265	2	journal	journal	PROPN
ajema-6580	265	3	of	of	ADP
ajema-6580	265	4	forecasting	forecasting	NOUN
ajema-6580	265	5	.	.	PUNCT
ajema-6580	266	1	2014;30(4):1030	2014;30(4):1030	PROPN
ajema-6580	266	2	-	-	SYM
ajema-6580	266	3	81	81	NUM
ajema-6580	266	4	.	.	PUNCT
ajema-6580	266	5	45	45	NUM
ajema-6580	266	6	.	.	PUNCT
ajema-6580	266	7	srivastava	srivastava	PROPN
ajema-6580	266	8	ak	ak	PROPN
ajema-6580	266	9	,	,	PUNCT
ajema-6580	266	10	manic	manic	ADJ
ajema-6580	266	11	m.	m.	NOUN
ajema-6580	266	12	cyber	cyber	PROPN
ajema-6580	266	13	-	-	PUNCT
ajema-6580	266	14	physical	physical	ADJ
ajema-6580	266	15	system	system	NOUN
ajema-6580	266	16	security	security	NOUN
ajema-6580	266	17	for	for	ADP
ajema-6580	266	18	smart	smart	ADJ
ajema-6580	266	19	grid	grid	NOUN
ajema-6580	266	20	.	.	PUNCT
ajema-6580	267	1	ieee	ieee	NOUN
ajema-6580	267	2	transactions	transaction	NOUN
ajema-6580	267	3	on	on	ADP
ajema-6580	267	4	smart	smart	ADJ
ajema-6580	267	5	grid	grid	NOUN
ajema-6580	267	6	.	.	PUNCT
ajema-6580	268	1	2020;11(5):4100	2020;11(5):4100	NUM
ajema-6580	268	2	-	-	SYM
ajema-6580	268	3	12	12	NUM
ajema-6580	268	4	.	.	PUNCT
ajema-6580	269	1	46	46	NUM
ajema-6580	269	2	.	.	PUNCT
ajema-6580	270	1	liu	liu	PROPN
ajema-6580	270	2	x	x	PROPN
ajema-6580	270	3	,	,	PUNCT
ajema-6580	270	4	liu	liu	PROPN
ajema-6580	270	5	j	j	PROPN
ajema-6580	270	6	,	,	PUNCT
ajema-6580	270	7	chen	chen	PROPN
ajema-6580	270	8	x.	x.	PROPN
ajema-6580	270	9	cybersecurity	cybersecurity	NOUN
ajema-6580	270	10	challenges	challenge	NOUN
ajema-6580	270	11	in	in	ADP
ajema-6580	270	12	ai	ai	ADJ
ajema-6580	270	13	-	-	PUNCT
ajema-6580	270	14	driven	drive	VERB
ajema-6580	270	15	power	power	NOUN
ajema-6580	270	16	systems	system	NOUN
ajema-6580	270	17	.	.	PUNCT
ajema-6580	271	1	energies	energy	NOUN
ajema-6580	271	2	.	.	PUNCT
ajema-6580	272	1	2021;14(3):742	2021;14(3):742	NUM
ajema-6580	272	2	.	.	PUNCT
ajema-6580	273	1	47	47	NUM
ajema-6580	273	2	.	.	PUNCT
ajema-6580	274	1	awad	awad	PROPN
ajema-6580	274	2	e	e	PROPN
ajema-6580	274	3	,	,	PUNCT
ajema-6580	274	4	dsouza	dsouza	PROPN
ajema-6580	274	5	s	s	PROPN
ajema-6580	274	6	,	,	PUNCT
ajema-6580	274	7	kim	kim	PROPN
ajema-6580	274	8	r	r	PROPN
ajema-6580	274	9	,	,	PUNCT
ajema-6580	274	10	et	et	PROPN
ajema-6580	274	11	al	al	PROPN
ajema-6580	274	12	.	.	PUNCT
ajema-6580	275	1	the	the	DET
ajema-6580	275	2	moral	moral	ADJ
ajema-6580	275	3	machine	machine	NOUN
ajema-6580	275	4	experiment	experiment	NOUN
ajema-6580	275	5	.	.	PUNCT
ajema-6580	276	1	nature	nature	NOUN
ajema-6580	276	2	.	.	PUNCT
ajema-6580	277	1	2018;563(7729):59	2018;563(7729):59	ADJ
ajema-6580	277	2	-	-	SYM
ajema-6580	277	3	64	64	NUM
ajema-6580	277	4	.	.	PUNCT