id	sid	tid	token	lemma	pos
gs-4120	1	1	microsoft	microsoft	PROPN
gs-4120	1	2	word	word	NOUN
gs-4120	1	3	fullpdf07032025	fullpdf07032025	PROPN
gs-4120	1	4	georgian	georgian	ADJ
gs-4120	1	5	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4120	1	6	მეცნიერები	მეცნიერები	NOUN
gs-4120	1	7	ტ.	ტ.	VERB
gs-4120	1	8	7	7	NUM
gs-4120	1	9	n	n	PRON
gs-4120	1	10	3	3	NUM
gs-4120	1	11	,	,	PUNCT
gs-4120	1	12	2025	2025	NUM
gs-4120	1	13	676	676	NUM
gs-4120	1	14	georgian	georgian	PROPN
gs-4120	1	15	scientists	scientist	NOUN
gs-4120	1	16	ქართველი	ქართველი	ADJ
gs-4120	1	17	მეცნიერები	მეცნიერები	PROPN
gs-4120	1	18	vol	vol	NOUN
gs-4120	1	19	.	.	PUNCT
gs-4120	1	20	7	7	NUM
gs-4120	1	21	issue	issue	NOUN
gs-4120	1	22	3	3	NUM
gs-4120	1	23	,	,	PUNCT
gs-4120	1	24	2025	2025	NUM
gs-4120	1	25	https://doi.org/10.52340/gs.2025.07.03.37	https://doi.org/10.52340/gs.2025.07.03.37	PROPN
gs-4120	1	26	challenges	challenge	NOUN
gs-4120	1	27	in	in	ADP
gs-4120	1	28	the	the	DET
gs-4120	1	29	georgian	georgian	ADJ
gs-4120	1	30	energy	energy	NOUN
gs-4120	1	31	sector	sector	NOUN
gs-4120	1	32	and	and	CCONJ
gs-4120	1	33	the	the	DET
gs-4120	1	34	role	role	NOUN
gs-4120	1	35	of	of	ADP
gs-4120	1	36	ai	ai	ADJ
gs-4120	1	37	programs	program	NOUN
gs-4120	1	38	in	in	ADP
gs-4120	1	39	the	the	DET
gs-4120	1	40	development	development	NOUN
gs-4120	1	41	of	of	ADP
gs-4120	1	42	georgian	georgian	ADJ
gs-4120	1	43	power	power	NOUN
gs-4120	1	44	grid	grid	NOUN
gs-4120	1	45	.	.	PUNCT
gs-4120	2	1	tinatin	tinatin	ADJ
gs-4120	2	2	magradze	magradze	PROPN
gs-4120	2	3	ph.d	ph.d	PROPN
gs-4120	2	4	candidate	candidate	NOUN
gs-4120	2	5	,	,	PUNCT
gs-4120	2	6	east	east	PROPN
gs-4120	2	7	european	european	PROPN
gs-4120	2	8	university	university	PROPN
gs-4120	2	9	,	,	PUNCT
gs-4120	2	10	tbilisi	tbilisi	PROPN
gs-4120	2	11	,	,	PUNCT
gs-4120	2	12	georgia	georgia	PROPN
gs-4120	2	13	email	email	NOUN
gs-4120	2	14	:	:	PUNCT
gs-4120	2	15	tinatin86@gmail.com	tinatin86@gmail.com	X
gs-4120	2	16	abstract	abstract	PROPN
gs-4120	2	17	georgia	georgia	PROPN
gs-4120	2	18	's	's	PART
gs-4120	2	19	power	power	NOUN
gs-4120	2	20	grid	grid	NOUN
gs-4120	2	21	faces	face	VERB
gs-4120	2	22	challenges	challenge	NOUN
gs-4120	2	23	related	relate	VERB
gs-4120	2	24	to	to	ADP
gs-4120	2	25	its	its	PRON
gs-4120	2	26	existing	exist	VERB
gs-4120	2	27	radial	radial	ADJ
gs-4120	2	28	infrastructure	infrastructure	NOUN
gs-4120	2	29	,	,	PUNCT
gs-4120	2	30	increasing	increase	VERB
gs-4120	2	31	consumption	consumption	NOUN
gs-4120	2	32	,	,	PUNCT
gs-4120	2	33	and	and	CCONJ
gs-4120	2	34	the	the	DET
gs-4120	2	35	integration	integration	NOUN
gs-4120	2	36	of	of	ADP
gs-4120	2	37	generation	generation	NOUN
gs-4120	2	38	and	and	CCONJ
gs-4120	2	39	transit	transit	NOUN
gs-4120	2	40	capacities	capacity	NOUN
gs-4120	2	41	,	,	PUNCT
gs-4120	2	42	along	along	ADP
gs-4120	2	43	with	with	ADP
gs-4120	2	44	new	new	ADJ
gs-4120	2	45	issues	issue	NOUN
gs-4120	2	46	that	that	PRON
gs-4120	2	47	have	have	AUX
gs-4120	2	48	arisen	arise	VERB
gs-4120	2	49	in	in	ADP
gs-4120	2	50	recent	recent	ADJ
gs-4120	2	51	years	year	NOUN
gs-4120	2	52	due	due	ADP
gs-4120	2	53	to	to	ADP
gs-4120	2	54	energy	energy	NOUN
gs-4120	2	55	market	market	NOUN
gs-4120	2	56	liberalization	liberalization	NOUN
gs-4120	2	57	and	and	CCONJ
gs-4120	2	58	climate	climate	NOUN
gs-4120	2	59	change	change	NOUN
gs-4120	2	60	.	.	PUNCT
gs-4120	3	1	the	the	DET
gs-4120	3	2	liberalization	liberalization	NOUN
gs-4120	3	3	of	of	ADP
gs-4120	3	4	the	the	DET
gs-4120	3	5	energy	energy	NOUN
gs-4120	3	6	market	market	NOUN
gs-4120	3	7	has	have	AUX
gs-4120	3	8	led	lead	VERB
gs-4120	3	9	to	to	ADP
gs-4120	3	10	limits	limit	NOUN
gs-4120	3	11	on	on	ADP
gs-4120	3	12	reserve	reserve	NOUN
gs-4120	3	13	size	size	NOUN
gs-4120	3	14	and	and	CCONJ
gs-4120	3	15	systematization	systematization	NOUN
gs-4120	3	16	,	,	PUNCT
gs-4120	3	17	as	as	ADV
gs-4120	3	18	well	well	ADV
gs-4120	3	19	as	as	ADP
gs-4120	3	20	the	the	DET
gs-4120	3	21	establishment	establishment	NOUN
gs-4120	3	22	of	of	ADP
gs-4120	3	23	daily	daily	ADJ
gs-4120	3	24	,	,	PUNCT
gs-4120	3	25	hourly	hourly	ADJ
gs-4120	3	26	,	,	PUNCT
gs-4120	3	27	15	15	NUM
gs-4120	3	28	-	-	PUNCT
gs-4120	3	29	minute	minute	NOUN
gs-4120	3	30	,	,	PUNCT
gs-4120	3	31	and	and	CCONJ
gs-4120	3	32	5	5	NUM
gs-4120	3	33	-	-	PUNCT
gs-4120	3	34	minute	minute	NOUN
gs-4120	3	35	electricity	electricity	NOUN
gs-4120	3	36	trading	trading	NOUN
gs-4120	3	37	.	.	PUNCT
gs-4120	4	1	this	this	DET
gs-4120	4	2	shift	shift	NOUN
gs-4120	4	3	has	have	AUX
gs-4120	4	4	moved	move	VERB
gs-4120	4	5	operations	operation	NOUN
gs-4120	4	6	beyond	beyond	ADP
gs-4120	4	7	the	the	DET
gs-4120	4	8	comfort	comfort	NOUN
gs-4120	4	9	zone	zone	NOUN
gs-4120	4	10	of	of	ADP
gs-4120	4	11	dispatchers	dispatcher	NOUN
gs-4120	4	12	and	and	CCONJ
gs-4120	4	13	has	have	AUX
gs-4120	4	14	contributed	contribute	VERB
gs-4120	4	15	to	to	ADP
gs-4120	4	16	the	the	DET
gs-4120	4	17	automation	automation	NOUN
gs-4120	4	18	and	and	CCONJ
gs-4120	4	19	computerization	computerization	NOUN
gs-4120	4	20	of	of	ADP
gs-4120	4	21	electricity	electricity	NOUN
gs-4120	4	22	trading	trading	NOUN
gs-4120	4	23	and	and	CCONJ
gs-4120	4	24	exchanges	exchange	NOUN
gs-4120	4	25	,	,	PUNCT
gs-4120	4	26	thereby	thereby	ADV
gs-4120	4	27	increasing	increase	VERB
gs-4120	4	28	the	the	DET
gs-4120	4	29	risk	risk	NOUN
gs-4120	4	30	of	of	ADP
gs-4120	4	31	cyber	cyber	NOUN
gs-4120	4	32	attacks	attack	NOUN
gs-4120	4	33	and	and	CCONJ
gs-4120	4	34	information	information	NOUN
gs-4120	4	35	insecurity	insecurity	NOUN
gs-4120	4	36	.	.	PUNCT
gs-4120	5	1	to	to	PART
gs-4120	5	2	combat	combat	VERB
gs-4120	5	3	climate	climate	NOUN
gs-4120	5	4	change	change	NOUN
gs-4120	5	5	,	,	PUNCT
gs-4120	5	6	thermal	thermal	ADJ
gs-4120	5	7	and	and	CCONJ
gs-4120	5	8	nuclear	nuclear	ADJ
gs-4120	5	9	plants	plant	NOUN
gs-4120	5	10	are	be	AUX
gs-4120	5	11	being	be	AUX
gs-4120	5	12	paired	pair	VERB
gs-4120	5	13	with	with	ADP
gs-4120	5	14	wind	wind	NOUN
gs-4120	5	15	and	and	CCONJ
gs-4120	5	16	solar	solar	ADJ
gs-4120	5	17	variable	variable	ADJ
gs-4120	5	18	generation	generation	NOUN
gs-4120	5	19	.	.	PUNCT
gs-4120	6	1	the	the	DET
gs-4120	6	2	growing	grow	VERB
gs-4120	6	3	use	use	NOUN
gs-4120	6	4	of	of	ADP
gs-4120	6	5	renewable	renewable	ADJ
gs-4120	6	6	energy	energy	NOUN
gs-4120	6	7	sources	source	NOUN
gs-4120	6	8	requires	require	VERB
gs-4120	6	9	the	the	DET
gs-4120	6	10	development	development	NOUN
gs-4120	6	11	of	of	ADP
gs-4120	6	12	effective	effective	ADJ
gs-4120	6	13	management	management	NOUN
gs-4120	6	14	strategies	strategy	NOUN
gs-4120	6	15	to	to	PART
gs-4120	6	16	satisfy	satisfy	VERB
gs-4120	6	17	the	the	DET
gs-4120	6	18	global	global	ADJ
gs-4120	6	19	demand	demand	NOUN
gs-4120	6	20	for	for	ADP
gs-4120	6	21	clean	clean	ADJ
gs-4120	6	22	and	and	CCONJ
gs-4120	6	23	affordable	affordable	ADJ
gs-4120	6	24	energy	energy	NOUN
gs-4120	6	25	.	.	PUNCT
gs-4120	7	1	one	one	NUM
gs-4120	7	2	of	of	ADP
gs-4120	7	3	the	the	DET
gs-4120	7	4	united	united	PROPN
gs-4120	7	5	nations	nations	PROPN
gs-4120	7	6	'	'	PART
gs-4120	7	7	sustainable	sustainable	ADJ
gs-4120	7	8	development	development	NOUN
gs-4120	7	9	goals	goal	NOUN
gs-4120	7	10	is	be	AUX
gs-4120	7	11	to	to	PART
gs-4120	7	12	ensure	ensure	VERB
gs-4120	7	13	universal	universal	ADJ
gs-4120	7	14	access	access	NOUN
gs-4120	7	15	to	to	ADP
gs-4120	7	16	reliable	reliable	ADJ
gs-4120	7	17	,	,	PUNCT
gs-4120	7	18	affordable	affordable	ADJ
gs-4120	7	19	,	,	PUNCT
gs-4120	7	20	and	and	CCONJ
gs-4120	7	21	sustainable	sustainable	ADJ
gs-4120	7	22	energy	energy	NOUN
gs-4120	7	23	.	.	PUNCT
gs-4120	8	1	achieving	achieve	VERB
gs-4120	8	2	this	this	DET
gs-4120	8	3	goal	goal	NOUN
gs-4120	8	4	necessitates	necessitate	VERB
gs-4120	8	5	innovative	innovative	ADJ
gs-4120	8	6	solutions	solution	NOUN
gs-4120	8	7	and	and	CCONJ
gs-4120	8	8	modern	modern	ADJ
gs-4120	8	9	technologies	technology	NOUN
gs-4120	8	10	to	to	PART
gs-4120	8	11	tackle	tackle	VERB
gs-4120	8	12	constraints	constraint	NOUN
gs-4120	8	13	such	such	ADJ
gs-4120	8	14	as	as	ADP
gs-4120	8	15	insufficient	insufficient	ADJ
gs-4120	8	16	energy	energy	NOUN
gs-4120	8	17	generation	generation	NOUN
gs-4120	8	18	,	,	PUNCT
gs-4120	8	19	faulty	faulty	ADJ
gs-4120	8	20	transmission	transmission	NOUN
gs-4120	8	21	and	and	CCONJ
gs-4120	8	22	distribution	distribution	NOUN
gs-4120	8	23	infrastructure	infrastructure	NOUN
gs-4120	8	24	,	,	PUNCT
gs-4120	8	25	accessibility	accessibility	NOUN
gs-4120	8	26	challenges	challenge	NOUN
gs-4120	8	27	,	,	PUNCT
gs-4120	8	28	and	and	CCONJ
gs-4120	8	29	weather	weather	NOUN
gs-4120	8	30	-	-	PUNCT
gs-4120	8	31	related	relate	VERB
gs-4120	8	32	issues	issue	NOUN
gs-4120	8	33	.	.	PUNCT
gs-4120	9	1	artificial	artificial	ADJ
gs-4120	9	2	intelligence	intelligence	NOUN
gs-4120	9	3	presents	present	VERB
gs-4120	9	4	a	a	DET
gs-4120	9	5	significant	significant	ADJ
gs-4120	9	6	opportunity	opportunity	NOUN
gs-4120	9	7	to	to	PART
gs-4120	9	8	meet	meet	VERB
gs-4120	9	9	the	the	DET
gs-4120	9	10	demands	demand	NOUN
gs-4120	9	11	of	of	ADP
gs-4120	9	12	modern	modern	ADJ
gs-4120	9	13	society	society	NOUN
gs-4120	9	14	.	.	PUNCT
gs-4120	10	1	recent	recent	ADJ
gs-4120	10	2	advancements	advancement	NOUN
gs-4120	10	3	in	in	ADP
gs-4120	10	4	neural	neural	ADJ
gs-4120	10	5	network	network	NOUN
gs-4120	10	6	research	research	NOUN
gs-4120	10	7	,	,	PUNCT
gs-4120	10	8	machine	machine	NOUN
gs-4120	10	9	learning	learning	NOUN
gs-4120	10	10	,	,	PUNCT
gs-4120	10	11	and	and	CCONJ
gs-4120	10	12	cognitive	cognitive	ADJ
gs-4120	10	13	computing	computing	NOUN
gs-4120	10	14	have	have	AUX
gs-4120	10	15	created	create	VERB
gs-4120	10	16	new	new	ADJ
gs-4120	10	17	possibilities	possibility	NOUN
gs-4120	10	18	for	for	ADP
gs-4120	10	19	energy	energy	NOUN
gs-4120	10	20	management	management	NOUN
gs-4120	10	21	,	,	PUNCT
gs-4120	10	22	monitoring	monitoring	NOUN
gs-4120	10	23	,	,	PUNCT
gs-4120	10	24	and	and	CCONJ
gs-4120	10	25	optimization	optimization	NOUN
gs-4120	10	26	.	.	PUNCT
gs-4120	11	1	artificial	artificial	ADJ
gs-4120	11	2	intelligence	intelligence	NOUN
gs-4120	11	3	(	(	PUNCT
gs-4120	11	4	ai	ai	NOUN
gs-4120	11	5	)	)	PUNCT
gs-4120	11	6	programs	program	NOUN
gs-4120	11	7	can	can	AUX
gs-4120	11	8	help	help	VERB
gs-4120	11	9	minimize	minimize	VERB
gs-4120	11	10	losses	loss	NOUN
gs-4120	11	11	and	and	CCONJ
gs-4120	11	12	costs	cost	NOUN
gs-4120	11	13	,	,	PUNCT
gs-4120	11	14	promote	promote	VERB
gs-4120	11	15	clean	clean	ADJ
gs-4120	11	16	renewable	renewable	ADJ
gs-4120	11	17	energy	energy	NOUN
gs-4120	11	18	sources	source	NOUN
gs-4120	11	19	within	within	ADP
gs-4120	11	20	global	global	ADJ
gs-4120	11	21	energy	energy	NOUN
gs-4120	11	22	systems	system	NOUN
gs-4120	11	23	,	,	PUNCT
gs-4120	11	24	and	and	CCONJ
gs-4120	11	25	enhance	enhance	VERB
gs-4120	11	26	the	the	DET
gs-4120	11	27	design	design	NOUN
gs-4120	11	28	,	,	PUNCT
gs-4120	11	29	operation	operation	NOUN
gs-4120	11	30	,	,	PUNCT
gs-4120	11	31	and	and	CCONJ
gs-4120	11	32	control	control	NOUN
gs-4120	11	33	of	of	ADP
gs-4120	11	34	power	power	NOUN
gs-4120	11	35	systems	system	NOUN
gs-4120	11	36	.	.	PUNCT
gs-4120	12	1	the	the	DET
gs-4120	12	2	article	article	NOUN
gs-4120	12	3	discusses	discuss	VERB
gs-4120	12	4	the	the	DET
gs-4120	12	5	challenges	challenge	NOUN
gs-4120	12	6	and	and	CCONJ
gs-4120	12	7	opportunities	opportunity	NOUN
gs-4120	12	8	in	in	ADP
gs-4120	12	9	the	the	DET
gs-4120	12	10	energy	energy	NOUN
gs-4120	12	11	sector	sector	NOUN
gs-4120	12	12	and	and	CCONJ
gs-4120	12	13	highlights	highlight	NOUN
gs-4120	12	14	the	the	DET
gs-4120	12	15	role	role	NOUN
gs-4120	12	16	of	of	ADP
gs-4120	12	17	artificial	artificial	ADJ
gs-4120	12	18	intelligence	intelligence	NOUN
gs-4120	12	19	in	in	ADP
gs-4120	12	20	the	the	DET
gs-4120	12	21	advancement	advancement	NOUN
gs-4120	12	22	of	of	ADP
gs-4120	12	23	georgia	georgia	PROPN
gs-4120	12	24	's	's	PART
gs-4120	12	25	energy	energy	NOUN
gs-4120	12	26	system	system	NOUN
gs-4120	12	27	.	.	PUNCT
gs-4120	13	1	key	key	ADJ
gs-4120	13	2	words	word	NOUN
gs-4120	13	3	:	:	PUNCT
gs-4120	13	4	artificial	artificial	ADJ
gs-4120	13	5	intelligence	intelligence	NOUN
gs-4120	13	6	programs	program	NOUN
gs-4120	13	7	,	,	PUNCT
gs-4120	13	8	power	power	NOUN
gs-4120	13	9	grid	grid	NOUN
gs-4120	13	10	,	,	PUNCT
gs-4120	13	11	georgian	georgian	ADJ
gs-4120	13	12	state	state	NOUN
gs-4120	13	13	electrosystem	electrosystem	NOUN
gs-4120	13	14	,	,	PUNCT
gs-4120	13	15	smart	smart	ADJ
gs-4120	13	16	grid	grid	NOUN
gs-4120	13	17	,	,	PUNCT
gs-4120	13	18	remedial	remedial	ADJ
gs-4120	13	19	action	action	NOUN
gs-4120	13	20	scheme	scheme	NOUN
gs-4120	13	21	.	.	PUNCT
gs-4120	14	1	georgian	georgian	ADJ
gs-4120	14	2	scientists/ქართველი	scientists/ქართველი	PROPN
gs-4120	14	3	მეცნიერები	მეცნიერები	NOUN
gs-4120	14	4	ტ.	ტ.	VERB
gs-4120	14	5	7	7	NUM
gs-4120	14	6	n	n	PRON
gs-4120	14	7	3	3	NUM
gs-4120	14	8	,	,	PUNCT
gs-4120	14	9	2025	2025	NUM
gs-4120	14	10	677	677	NUM
gs-4120	14	11	introduction	introduction	NOUN
gs-4120	14	12	as	as	ADP
gs-4120	14	13	a	a	DET
gs-4120	14	14	product	product	NOUN
gs-4120	14	15	of	of	ADP
gs-4120	14	16	the	the	DET
gs-4120	14	17	fourth	fourth	ADJ
gs-4120	14	18	industrial	industrial	ADJ
gs-4120	14	19	revolution	revolution	NOUN
gs-4120	14	20	,	,	PUNCT
gs-4120	14	21	artificial	artificial	ADJ
gs-4120	14	22	intelligence	intelligence	NOUN
gs-4120	14	23	is	be	AUX
gs-4120	14	24	used	use	VERB
gs-4120	14	25	in	in	ADP
gs-4120	14	26	all	all	DET
gs-4120	14	27	aspects	aspect	NOUN
gs-4120	14	28	of	of	ADP
gs-4120	14	29	our	our	PRON
gs-4120	14	30	lives	life	NOUN
gs-4120	14	31	.	.	PUNCT
gs-4120	15	1	ai	ai	AUX
gs-4120	15	2	tools	tool	NOUN
gs-4120	15	3	play	play	VERB
gs-4120	15	4	an	an	DET
gs-4120	15	5	increasingly	increasingly	ADV
gs-4120	15	6	important	important	ADJ
gs-4120	15	7	role	role	NOUN
gs-4120	15	8	in	in	ADP
gs-4120	15	9	the	the	DET
gs-4120	15	10	activities	activity	NOUN
gs-4120	15	11	of	of	ADP
gs-4120	15	12	organizations	organization	NOUN
gs-4120	15	13	.	.	PUNCT
gs-4120	16	1	artificial	artificial	ADJ
gs-4120	16	2	intelligence	intelligence	NOUN
gs-4120	16	3	is	be	AUX
gs-4120	16	4	a	a	DET
gs-4120	16	5	growing	grow	VERB
gs-4120	16	6	,	,	PUNCT
gs-4120	16	7	frequently	frequently	ADV
gs-4120	16	8	discussed	discuss	VERB
gs-4120	16	9	topic	topic	NOUN
gs-4120	16	10	that	that	PRON
gs-4120	16	11	already	already	ADV
gs-4120	16	12	affects	affect	VERB
gs-4120	16	13	many	many	ADJ
gs-4120	16	14	sectors	sector	NOUN
gs-4120	16	15	of	of	ADP
gs-4120	16	16	the	the	DET
gs-4120	16	17	world	world	NOUN
gs-4120	16	18	,	,	PUNCT
gs-4120	16	19	including	include	VERB
gs-4120	16	20	education	education	NOUN
gs-4120	16	21	,	,	PUNCT
gs-4120	16	22	healthcare	healthcare	PROPN
gs-4120	16	23	,	,	PUNCT
gs-4120	16	24	manufacturing	manufacturing	NOUN
gs-4120	16	25	,	,	PUNCT
gs-4120	16	26	construction	construction	NOUN
gs-4120	16	27	,	,	PUNCT
gs-4120	16	28	industry	industry	NOUN
gs-4120	16	29	,	,	PUNCT
gs-4120	16	30	retail	retail	NOUN
gs-4120	16	31	,	,	PUNCT
gs-4120	16	32	finance	finance	NOUN
gs-4120	16	33	,	,	PUNCT
gs-4120	16	34	and	and	CCONJ
gs-4120	16	35	more	more	ADJ
gs-4120	16	36	.	.	PUNCT
gs-4120	17	1	the	the	DET
gs-4120	17	2	energy	energy	NOUN
gs-4120	17	3	sector	sector	NOUN
gs-4120	17	4	is	be	AUX
gs-4120	17	5	no	no	DET
gs-4120	17	6	exception	exception	NOUN
gs-4120	17	7	.	.	PUNCT
gs-4120	18	1	the	the	DET
gs-4120	18	2	energy	energy	NOUN
gs-4120	18	3	field	field	NOUN
gs-4120	18	4	faces	face	VERB
gs-4120	18	5	rising	rise	VERB
gs-4120	18	6	challenges	challenge	NOUN
gs-4120	18	7	related	relate	VERB
gs-4120	18	8	to	to	ADP
gs-4120	18	9	increasing	increase	VERB
gs-4120	18	10	demand	demand	NOUN
gs-4120	18	11	,	,	PUNCT
gs-4120	18	12	shifts	shift	NOUN
gs-4120	18	13	in	in	ADP
gs-4120	18	14	supply	supply	NOUN
gs-4120	18	15	and	and	CCONJ
gs-4120	18	16	demand	demand	NOUN
gs-4120	18	17	balance	balance	NOUN
gs-4120	18	18	,	,	PUNCT
gs-4120	18	19	and	and	CCONJ
gs-4120	18	20	a	a	DET
gs-4120	18	21	lack	lack	NOUN
gs-4120	18	22	of	of	ADP
gs-4120	18	23	necessary	necessary	ADJ
gs-4120	18	24	analysis	analysis	NOUN
gs-4120	18	25	within	within	ADP
gs-4120	18	26	the	the	DET
gs-4120	18	27	energy	energy	NOUN
gs-4120	18	28	management	management	NOUN
gs-4120	18	29	system	system	NOUN
gs-4120	18	30	.	.	PUNCT
gs-4120	19	1	in	in	ADP
gs-4120	19	2	developed	develop	VERB
gs-4120	19	3	countries	country	NOUN
gs-4120	19	4	,	,	PUNCT
gs-4120	19	5	the	the	DET
gs-4120	19	6	integration	integration	NOUN
gs-4120	19	7	of	of	ADP
gs-4120	19	8	artificial	artificial	ADJ
gs-4120	19	9	intelligence	intelligence	NOUN
gs-4120	19	10	and	and	CCONJ
gs-4120	19	11	related	relate	VERB
gs-4120	19	12	technologies	technology	NOUN
gs-4120	19	13	has	have	AUX
gs-4120	19	14	already	already	ADV
gs-4120	19	15	begun	begin	VERB
gs-4120	19	16	,	,	PUNCT
gs-4120	19	17	allowing	allow	VERB
gs-4120	19	18	interaction	interaction	NOUN
gs-4120	19	19	with	with	ADP
gs-4120	19	20	smart	smart	ADJ
gs-4120	19	21	systems	system	NOUN
gs-4120	19	22	and	and	CCONJ
gs-4120	19	23	smart	smart	ADJ
gs-4120	19	24	metering	metering	NOUN
gs-4120	19	25	.	.	PUNCT
gs-4120	20	1	these	these	DET
gs-4120	20	2	technologies	technology	NOUN
gs-4120	20	3	can	can	AUX
gs-4120	20	4	enhance	enhance	VERB
gs-4120	20	5	energy	energy	NOUN
gs-4120	20	6	management	management	NOUN
gs-4120	20	7	,	,	PUNCT
gs-4120	20	8	improve	improve	VERB
gs-4120	20	9	efficiency	efficiency	NOUN
gs-4120	20	10	,	,	PUNCT
gs-4120	20	11	and	and	CCONJ
gs-4120	20	12	promote	promote	VERB
gs-4120	20	13	the	the	DET
gs-4120	20	14	use	use	NOUN
gs-4120	20	15	of	of	ADP
gs-4120	20	16	renewable	renewable	ADJ
gs-4120	20	17	energy	energy	NOUN
gs-4120	20	18	sources	source	NOUN
gs-4120	20	19	.	.	PUNCT
gs-4120	21	1	the	the	DET
gs-4120	21	2	implementation	implementation	NOUN
gs-4120	21	3	of	of	ADP
gs-4120	21	4	artificial	artificial	ADJ
gs-4120	21	5	intelligence	intelligence	NOUN
gs-4120	21	6	has	have	AUX
gs-4120	21	7	also	also	ADV
gs-4120	21	8	commenced	commence	VERB
gs-4120	21	9	in	in	ADP
gs-4120	21	10	the	the	DET
gs-4120	21	11	energy	energy	NOUN
gs-4120	21	12	systems	system	NOUN
gs-4120	21	13	of	of	ADP
gs-4120	21	14	developing	develop	VERB
gs-4120	21	15	countries	country	NOUN
gs-4120	21	16	.	.	PUNCT
gs-4120	22	1	universal	universal	ADJ
gs-4120	22	2	access	access	NOUN
gs-4120	22	3	to	to	ADP
gs-4120	22	4	reliable	reliable	ADJ
gs-4120	22	5	,	,	PUNCT
gs-4120	22	6	affordable	affordable	ADJ
gs-4120	22	7	,	,	PUNCT
gs-4120	22	8	and	and	CCONJ
gs-4120	22	9	sustainable	sustainable	ADJ
gs-4120	22	10	energy	energy	NOUN
gs-4120	22	11	is	be	AUX
gs-4120	22	12	one	one	NUM
gs-4120	22	13	of	of	ADP
gs-4120	22	14	the	the	DET
gs-4120	22	15	un	un	PROPN
gs-4120	22	16	sustainable	sustainable	ADJ
gs-4120	22	17	development	development	NOUN
gs-4120	22	18	goals	goal	NOUN
gs-4120	22	19	.	.	PUNCT
gs-4120	23	1	to	to	PART
gs-4120	23	2	achieve	achieve	VERB
gs-4120	23	3	this	this	DET
gs-4120	23	4	objective	objective	NOUN
gs-4120	23	5	,	,	PUNCT
gs-4120	23	6	innovative	innovative	ADJ
gs-4120	23	7	solutions	solution	NOUN
gs-4120	23	8	and	and	CCONJ
gs-4120	23	9	modern	modern	ADJ
gs-4120	23	10	technologies	technology	NOUN
gs-4120	23	11	are	be	AUX
gs-4120	23	12	essential	essential	ADJ
gs-4120	23	13	to	to	PART
gs-4120	23	14	overcome	overcome	VERB
gs-4120	23	15	challenges	challenge	NOUN
gs-4120	23	16	associated	associate	VERB
gs-4120	23	17	with	with	ADP
gs-4120	23	18	inadequate	inadequate	ADJ
gs-4120	23	19	energy	energy	NOUN
gs-4120	23	20	generation	generation	NOUN
gs-4120	23	21	,	,	PUNCT
gs-4120	23	22	faulty	faulty	ADJ
gs-4120	23	23	transmission	transmission	NOUN
gs-4120	23	24	and	and	CCONJ
gs-4120	23	25	distribution	distribution	NOUN
gs-4120	23	26	infrastructure	infrastructure	NOUN
gs-4120	23	27	,	,	PUNCT
gs-4120	23	28	accessibility	accessibility	NOUN
gs-4120	23	29	issues	issue	NOUN
gs-4120	23	30	,	,	PUNCT
gs-4120	23	31	and	and	CCONJ
gs-4120	23	32	weather	weather	NOUN
gs-4120	23	33	-	-	PUNCT
gs-4120	23	34	related	relate	VERB
gs-4120	23	35	problems	problem	NOUN
gs-4120	23	36	.	.	PUNCT
gs-4120	24	1	artificial	artificial	ADJ
gs-4120	24	2	intelligence	intelligence	NOUN
gs-4120	24	3	programs	program	NOUN
gs-4120	24	4	can	can	AUX
gs-4120	24	5	help	help	VERB
gs-4120	24	6	reduce	reduce	VERB
gs-4120	24	7	losses	loss	NOUN
gs-4120	24	8	and	and	CCONJ
gs-4120	24	9	costs	cost	NOUN
gs-4120	24	10	,	,	PUNCT
gs-4120	24	11	promote	promote	VERB
gs-4120	24	12	clean	clean	ADJ
gs-4120	24	13	renewable	renewable	ADJ
gs-4120	24	14	energy	energy	NOUN
gs-4120	24	15	sources	source	NOUN
gs-4120	24	16	in	in	ADP
gs-4120	24	17	global	global	ADJ
gs-4120	24	18	energy	energy	NOUN
gs-4120	24	19	systems	system	NOUN
gs-4120	24	20	,	,	PUNCT
gs-4120	24	21	and	and	CCONJ
gs-4120	24	22	enhance	enhance	VERB
gs-4120	24	23	the	the	DET
gs-4120	24	24	planning	planning	NOUN
gs-4120	24	25	,	,	PUNCT
gs-4120	24	26	operation	operation	NOUN
gs-4120	24	27	,	,	PUNCT
gs-4120	24	28	and	and	CCONJ
gs-4120	24	29	control	control	NOUN
gs-4120	24	30	of	of	ADP
gs-4120	24	31	power	power	NOUN
gs-4120	24	32	systems	system	NOUN
gs-4120	24	33	.	.	PUNCT
gs-4120	25	1	omitaomu	omitaomu	PROPN
gs-4120	25	2	and	and	CCONJ
gs-4120	25	3	niu	niu	PROPN
gs-4120	25	4	(	(	PUNCT
gs-4120	25	5	omitaomu	omitaomu	INTJ
gs-4120	25	6	o.	o.	PROPN
gs-4120	25	7	a.	a.	PROPN
gs-4120	25	8	and	and	CCONJ
gs-4120	25	9	niu	niu	PROPN
gs-4120	25	10	h.	h.	PROPN
gs-4120	25	11	2021	2021	NUM
gs-4120	25	12	)	)	PUNCT
gs-4120	25	13	discuss	discuss	VERB
gs-4120	25	14	the	the	DET
gs-4120	25	15	use	use	NOUN
gs-4120	25	16	of	of	ADP
gs-4120	25	17	artificial	artificial	ADJ
gs-4120	25	18	intelligence	intelligence	NOUN
gs-4120	25	19	technologies	technology	NOUN
gs-4120	25	20	in	in	ADP
gs-4120	25	21	load	load	NOUN
gs-4120	25	22	forecasting	forecasting	NOUN
gs-4120	25	23	,	,	PUNCT
gs-4120	25	24	electrical	electrical	ADJ
gs-4120	25	25	network	network	NOUN
gs-4120	25	26	stability	stability	NOUN
gs-4120	25	27	assessment	assessment	NOUN
gs-4120	25	28	,	,	PUNCT
gs-4120	25	29	fault	fault	VERB
gs-4120	25	30	diagnosis	diagnosis	NOUN
gs-4120	25	31	,	,	PUNCT
gs-4120	25	32	and	and	CCONJ
gs-4120	25	33	smart	smart	ADJ
gs-4120	25	34	grid	grid	NOUN
gs-4120	25	35	security	security	NOUN
gs-4120	25	36	.	.	PUNCT
gs-4120	26	1	the	the	DET
gs-4120	26	2	authors	author	NOUN
gs-4120	26	3	believe	believe	VERB
gs-4120	26	4	that	that	SCONJ
gs-4120	26	5	ai	ai	VERB
gs-4120	26	6	technologies	technology	NOUN
gs-4120	26	7	can	can	AUX
gs-4120	26	8	strengthen	strengthen	VERB
gs-4120	26	9	and	and	CCONJ
gs-4120	26	10	improve	improve	VERB
gs-4120	26	11	the	the	DET
gs-4120	26	12	smart	smart	ADJ
gs-4120	26	13	network	network	NOUN
gs-4120	26	14	system	system	NOUN
gs-4120	26	15	and	and	CCONJ
gs-4120	26	16	make	make	VERB
gs-4120	26	17	it	it	PRON
gs-4120	26	18	more	more	ADV
gs-4120	26	19	reliable	reliable	ADJ
gs-4120	26	20	and	and	CCONJ
gs-4120	26	21	durable	durable	ADJ
gs-4120	26	22	.	.	PUNCT
gs-4120	27	1	szepaniuk	szepaniuk	NOUN
gs-4120	27	2	(	(	PUNCT
gs-4120	27	3	szczepaniuk	szczepaniuk	NOUN
gs-4120	27	4	h.	h.	PROPN
gs-4120	27	5	and	and	CCONJ
gs-4120	27	6	szczepaniuk	szczepaniuk	PROPN
gs-4120	27	7	e.	e.	PROPN
gs-4120	27	8	k	k	PROPN
gs-4120	27	9	,	,	PUNCT
gs-4120	27	10	2023	2023	NUM
gs-4120	27	11	)	)	PUNCT
gs-4120	27	12	describes	describe	VERB
gs-4120	27	13	in	in	ADP
gs-4120	27	14	his	his	PRON
gs-4120	27	15	research	research	NOUN
gs-4120	27	16	that	that	SCONJ
gs-4120	27	17	artificial	artificial	ADJ
gs-4120	27	18	intelligence	intelligence	NOUN
gs-4120	27	19	algorithms	algorithm	NOUN
gs-4120	27	20	can	can	AUX
gs-4120	27	21	improve	improve	VERB
gs-4120	27	22	energy	energy	NOUN
gs-4120	27	23	generation	generation	NOUN
gs-4120	27	24	,	,	PUNCT
gs-4120	27	25	distribution	distribution	NOUN
gs-4120	27	26	,	,	PUNCT
gs-4120	27	27	storage	storage	NOUN
gs-4120	27	28	,	,	PUNCT
gs-4120	27	29	consumption	consumption	NOUN
gs-4120	27	30	,	,	PUNCT
gs-4120	27	31	and	and	CCONJ
gs-4120	27	32	trading	trading	NOUN
gs-4120	27	33	processes	process	NOUN
gs-4120	27	34	in	in	ADP
gs-4120	27	35	energy	energy	NOUN
gs-4120	27	36	fields	field	NOUN
gs-4120	27	37	such	such	ADJ
gs-4120	27	38	as	as	ADP
gs-4120	27	39	smart	smart	ADJ
gs-4120	27	40	network	network	NOUN
gs-4120	27	41	management	management	NOUN
gs-4120	27	42	,	,	PUNCT
gs-4120	27	43	cybersecurity	cybersecurity	NOUN
gs-4120	27	44	,	,	PUNCT
gs-4120	27	45	energy	energy	NOUN
gs-4120	27	46	saving	saving	NOUN
gs-4120	27	47	,	,	PUNCT
gs-4120	27	48	minimizing	minimize	VERB
gs-4120	27	49	energy	energy	NOUN
gs-4120	27	50	loss	loss	NOUN
gs-4120	27	51	,	,	PUNCT
gs-4120	27	52	and	and	CCONJ
gs-4120	27	53	fault	fault	VERB
gs-4120	27	54	diagnosis	diagnosis	NOUN
gs-4120	27	55	.	.	PUNCT
gs-4120	28	1	georgia	georgia	PROPN
gs-4120	28	2	is	be	AUX
gs-4120	28	3	actively	actively	ADV
gs-4120	28	4	modernizing	modernize	VERB
gs-4120	28	5	its	its	PRON
gs-4120	28	6	electric	electric	ADJ
gs-4120	28	7	grid	grid	NOUN
gs-4120	28	8	through	through	ADP
gs-4120	28	9	a	a	DET
gs-4120	28	10	combination	combination	NOUN
gs-4120	28	11	of	of	ADP
gs-4120	28	12	state	state	NOUN
gs-4120	28	13	-	-	PUNCT
gs-4120	28	14	led	lead	VERB
gs-4120	28	15	initiatives	initiative	NOUN
gs-4120	28	16	,	,	PUNCT
gs-4120	28	17	federal	federal	ADJ
gs-4120	28	18	support	support	NOUN
gs-4120	28	19	,	,	PUNCT
gs-4120	28	20	and	and	CCONJ
gs-4120	28	21	public	public	ADJ
gs-4120	28	22	-	-	PUNCT
gs-4120	28	23	private	private	ADJ
gs-4120	28	24	partnerships	partnership	NOUN
gs-4120	28	25	.	.	PUNCT
gs-4120	29	1	these	these	DET
gs-4120	29	2	efforts	effort	NOUN
gs-4120	29	3	aim	aim	VERB
gs-4120	29	4	to	to	PART
gs-4120	29	5	enhance	enhance	VERB
gs-4120	29	6	grid	grid	NOUN
gs-4120	29	7	resilience	resilience	NOUN
gs-4120	29	8	,	,	PUNCT
gs-4120	29	9	integrate	integrate	VERB
gs-4120	29	10	renewable	renewable	ADJ
gs-4120	29	11	energy	energy	NOUN
gs-4120	29	12	sources	source	NOUN
gs-4120	29	13	,	,	PUNCT
gs-4120	29	14	and	and	CCONJ
gs-4120	29	15	improve	improve	VERB
gs-4120	29	16	service	service	NOUN
gs-4120	29	17	reliability	reliability	NOUN
gs-4120	29	18	across	across	ADP
gs-4120	29	19	the	the	DET
gs-4120	29	20	state	state	NOUN
gs-4120	29	21	.	.	PUNCT
gs-4120	30	1	currently	currently	ADV
gs-4120	30	2	,	,	PUNCT
gs-4120	30	3	traditional	traditional	ADJ
gs-4120	30	4	power	power	NOUN
gs-4120	30	5	grid	grid	NOUN
gs-4120	30	6	is	be	AUX
gs-4120	30	7	used	use	VERB
gs-4120	30	8	in	in	ADP
gs-4120	30	9	georgian	georgian	ADJ
gs-4120	30	10	state	state	NOUN
gs-4120	30	11	electrosystem	electrosystem	NOUN
gs-4120	30	12	(	(	PUNCT
gs-4120	30	13	gse	gse	PROPN
gs-4120	30	14	)	)	PUNCT
gs-4120	30	15	and	and	CCONJ
gs-4120	30	16	is	be	AUX
gs-4120	30	17	planned	plan	VERB
gs-4120	30	18	to	to	PART
gs-4120	30	19	introduce	introduce	VERB
gs-4120	30	20	a	a	DET
gs-4120	30	21	smart	smart	ADJ
gs-4120	30	22	grid	grid	NOUN
gs-4120	30	23	in	in	ADP
gs-4120	30	24	the	the	DET
gs-4120	30	25	future	future	NOUN
gs-4120	30	26	.	.	PUNCT
gs-4120	31	1	also	also	ADV
gs-4120	31	2	,	,	PUNCT
gs-4120	31	3	the	the	DET
gs-4120	31	4	company	company	NOUN
gs-4120	31	5	considers	consider	VERB
gs-4120	31	6	to	to	PART
gs-4120	31	7	replace	replace	VERB
gs-4120	31	8	the	the	DET
gs-4120	31	9	existing	exist	VERB
gs-4120	31	10	remedial	remedial	ADJ
gs-4120	31	11	action	action	NOUN
gs-4120	31	12	scheme	scheme	NOUN
gs-4120	31	13	with	with	ADP
gs-4120	31	14	an	an	DET
gs-4120	31	15	artificial	artificial	ADJ
gs-4120	31	16	intelligence	intelligence	NOUN
gs-4120	31	17	-	-	PUNCT
gs-4120	31	18	based	base	VERB
gs-4120	31	19	,	,	PUNCT
gs-4120	31	20	“	"	PUNCT
gs-4120	31	21	autonomous	autonomous	ADJ
gs-4120	31	22	ras	ras	NOUN
gs-4120	31	23	”	"	PUNCT
gs-4120	31	24	program	program	NOUN
gs-4120	31	25	.	.	PUNCT
gs-4120	32	1	the	the	DET
gs-4120	32	2	purpose	purpose	NOUN
gs-4120	32	3	of	of	ADP
gs-4120	32	4	the	the	DET
gs-4120	32	5	research	research	NOUN
gs-4120	32	6	is	be	AUX
gs-4120	32	7	to	to	PART
gs-4120	32	8	identify	identify	VERB
gs-4120	32	9	challenges	challenge	NOUN
gs-4120	32	10	in	in	ADP
gs-4120	32	11	the	the	DET
gs-4120	32	12	energy	energy	NOUN
gs-4120	32	13	market	market	NOUN
gs-4120	32	14	and	and	CCONJ
gs-4120	32	15	highlight	highlight	VERB
gs-4120	32	16	the	the	DET
gs-4120	32	17	role	role	NOUN
gs-4120	32	18	of	of	ADP
gs-4120	32	19	artificial	artificial	ADJ
gs-4120	32	20	intelligence	intelligence	NOUN
gs-4120	32	21	programs	program	NOUN
gs-4120	32	22	in	in	ADP
gs-4120	32	23	the	the	DET
gs-4120	32	24	development	development	NOUN
gs-4120	32	25	of	of	ADP
gs-4120	32	26	the	the	DET
gs-4120	32	27	georgian	georgian	ADJ
gs-4120	32	28	energy	energy	NOUN
gs-4120	32	29	system	system	NOUN
gs-4120	32	30	.	.	PUNCT
gs-4120	33	1	descriptive	descriptive	ADJ
gs-4120	33	2	research	research	NOUN
gs-4120	33	3	was	be	AUX
gs-4120	33	4	employed	employ	VERB
gs-4120	33	5	in	in	ADP
gs-4120	33	6	the	the	DET
gs-4120	33	7	report	report	NOUN
gs-4120	33	8	to	to	PART
gs-4120	33	9	outline	outline	VERB
gs-4120	33	10	the	the	DET
gs-4120	33	11	current	current	ADJ
gs-4120	33	12	situation	situation	NOUN
gs-4120	33	13	of	of	ADP
gs-4120	33	14	the	the	DET
gs-4120	33	15	georgian	georgian	ADJ
gs-4120	33	16	energy	energy	NOUN
gs-4120	33	17	market	market	NOUN
gs-4120	33	18	.	.	PUNCT
gs-4120	34	1	interviews	interview	NOUN
gs-4120	34	2	were	be	AUX
gs-4120	34	3	conducted	conduct	VERB
gs-4120	34	4	with	with	ADP
gs-4120	34	5	seven	seven	NUM
gs-4120	34	6	gse	gse	ADJ
gs-4120	34	7	georgian	georgian	ADJ
gs-4120	34	8	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4120	34	9	მეცნიერები	მეცნიერები	NOUN
gs-4120	34	10	ტ.	ტ.	VERB
gs-4120	34	11	7	7	NUM
gs-4120	34	12	n	n	DET
gs-4120	34	13	3	3	NUM
gs-4120	34	14	,	,	PUNCT
gs-4120	34	15	2025	2025	NUM
gs-4120	34	16	678	678	NUM
gs-4120	34	17	representatives	representative	NOUN
gs-4120	34	18	.	.	PUNCT
gs-4120	35	1	to	to	PART
gs-4120	35	2	obtain	obtain	VERB
gs-4120	35	3	detailed	detailed	ADJ
gs-4120	35	4	information	information	NOUN
gs-4120	35	5	,	,	PUNCT
gs-4120	35	6	secondary	secondary	ADJ
gs-4120	35	7	data	datum	NOUN
gs-4120	35	8	and	and	CCONJ
gs-4120	35	9	unstructured	unstructured	ADJ
gs-4120	35	10	interviews	interview	NOUN
gs-4120	35	11	were	be	AUX
gs-4120	35	12	reviewed	review	VERB
gs-4120	35	13	.	.	PUNCT
gs-4120	36	1	documentation	documentation	NOUN
gs-4120	36	2	and	and	CCONJ
gs-4120	36	3	statistical	statistical	ADJ
gs-4120	36	4	data	datum	NOUN
gs-4120	36	5	from	from	ADP
gs-4120	36	6	the	the	DET
gs-4120	36	7	company	company	NOUN
gs-4120	36	8	were	be	AUX
gs-4120	36	9	utilized	utilize	VERB
gs-4120	36	10	.	.	PUNCT
gs-4120	37	1	the	the	DET
gs-4120	37	2	information	information	NOUN
gs-4120	37	3	was	be	AUX
gs-4120	37	4	gathered	gather	VERB
gs-4120	37	5	using	use	VERB
gs-4120	37	6	the	the	DET
gs-4120	37	7	company	company	NOUN
gs-4120	37	8	's	's	PART
gs-4120	37	9	annual	annual	ADJ
gs-4120	37	10	reports	report	NOUN
gs-4120	37	11	.	.	PUNCT
gs-4120	38	1	the	the	DET
gs-4120	38	2	paper	paper	NOUN
gs-4120	38	3	adheres	adhere	VERB
gs-4120	38	4	to	to	ADP
gs-4120	38	5	ethical	ethical	ADJ
gs-4120	38	6	standards	standard	NOUN
gs-4120	38	7	.	.	PUNCT
gs-4120	39	1	all	all	DET
gs-4120	39	2	study	study	NOUN
gs-4120	39	3	participants	participant	NOUN
gs-4120	39	4	were	be	AUX
gs-4120	39	5	informed	inform	VERB
gs-4120	39	6	of	of	ADP
gs-4120	39	7	the	the	DET
gs-4120	39	8	study	study	NOUN
gs-4120	39	9	's	's	PART
gs-4120	39	10	goal	goal	NOUN
gs-4120	39	11	,	,	PUNCT
gs-4120	39	12	as	as	ADV
gs-4120	39	13	well	well	ADV
gs-4120	39	14	as	as	ADP
gs-4120	39	15	the	the	DET
gs-4120	39	16	associated	associated	ADJ
gs-4120	39	17	risks	risk	NOUN
gs-4120	39	18	and	and	CCONJ
gs-4120	39	19	benefits	benefit	NOUN
gs-4120	39	20	.	.	PUNCT
gs-4120	40	1	all	all	DET
gs-4120	40	2	respondents	respondent	NOUN
gs-4120	40	3	participated	participate	VERB
gs-4120	40	4	voluntarily	voluntarily	ADV
gs-4120	40	5	and	and	CCONJ
gs-4120	40	6	consented	consent	VERB
gs-4120	40	7	to	to	PART
gs-4120	40	8	make	make	VERB
gs-4120	40	9	their	their	PRON
gs-4120	40	10	data	datum	NOUN
gs-4120	40	11	and	and	CCONJ
gs-4120	40	12	company	company	NOUN
gs-4120	40	13	documentation	documentation	NOUN
gs-4120	40	14	public	public	ADJ
gs-4120	40	15	.	.	PUNCT
gs-4120	41	1	traditional	traditional	ADJ
gs-4120	41	2	and	and	CCONJ
gs-4120	41	3	smart	smart	ADJ
gs-4120	41	4	grid	grid	NOUN
gs-4120	41	5	the	the	DET
gs-4120	41	6	power	power	NOUN
gs-4120	41	7	grid	grid	NOUN
gs-4120	41	8	is	be	AUX
gs-4120	41	9	the	the	DET
gs-4120	41	10	backbone	backbone	NOUN
gs-4120	41	11	of	of	ADP
gs-4120	41	12	modern	modern	ADJ
gs-4120	41	13	energy	energy	NOUN
gs-4120	41	14	systems	system	NOUN
gs-4120	41	15	,	,	PUNCT
gs-4120	41	16	evolving	evolve	VERB
gs-4120	41	17	from	from	ADP
gs-4120	41	18	traditional	traditional	ADJ
gs-4120	41	19	infrastructures	infrastructure	NOUN
gs-4120	41	20	to	to	ADP
gs-4120	41	21	advanced	advanced	ADJ
gs-4120	41	22	smart	smart	ADJ
gs-4120	41	23	grids	grid	NOUN
gs-4120	41	24	.	.	PUNCT
gs-4120	42	1	the	the	DET
gs-4120	42	2	traditional	traditional	ADJ
gs-4120	42	3	power	power	NOUN
gs-4120	42	4	grid	grid	NOUN
gs-4120	42	5	is	be	AUX
gs-4120	42	6	a	a	DET
gs-4120	42	7	centralized	centralized	ADJ
gs-4120	42	8	system	system	NOUN
gs-4120	42	9	in	in	ADP
gs-4120	42	10	which	which	PRON
gs-4120	42	11	electricity	electricity	NOUN
gs-4120	42	12	flows	flow	VERB
gs-4120	42	13	in	in	ADP
gs-4120	42	14	a	a	DET
gs-4120	42	15	single	single	ADJ
gs-4120	42	16	direction	direction	NOUN
gs-4120	42	17	.	.	PUNCT
gs-4120	43	1	transmission	transmission	NOUN
gs-4120	43	2	and	and	CCONJ
gs-4120	43	3	distribution	distribution	NOUN
gs-4120	43	4	networks	network	NOUN
gs-4120	43	5	transport	transport	VERB
gs-4120	43	6	electricity	electricity	NOUN
gs-4120	43	7	from	from	ADP
gs-4120	43	8	the	the	DET
gs-4120	43	9	power	power	NOUN
gs-4120	43	10	station	station	NOUN
gs-4120	43	11	to	to	ADP
gs-4120	43	12	the	the	DET
gs-4120	43	13	end	end	NOUN
gs-4120	43	14	consumer	consumer	NOUN
gs-4120	43	15	.	.	PUNCT
gs-4120	44	1	in	in	ADP
gs-4120	44	2	the	the	DET
gs-4120	44	3	case	case	NOUN
gs-4120	44	4	of	of	ADP
gs-4120	44	5	a	a	DET
gs-4120	44	6	traditional	traditional	ADJ
gs-4120	44	7	power	power	NOUN
gs-4120	44	8	grid	grid	NOUN
gs-4120	44	9	,	,	PUNCT
gs-4120	44	10	the	the	DET
gs-4120	44	11	power	power	NOUN
gs-4120	44	12	producing	produce	VERB
gs-4120	44	13	station	station	NOUN
gs-4120	44	14	may	may	AUX
gs-4120	44	15	or	or	CCONJ
gs-4120	44	16	may	may	AUX
gs-4120	44	17	not	not	PART
gs-4120	44	18	be	be	AUX
gs-4120	44	19	in	in	ADP
gs-4120	44	20	the	the	DET
gs-4120	44	21	same	same	ADJ
gs-4120	44	22	geographical	geographical	ADJ
gs-4120	44	23	area	area	NOUN
gs-4120	44	24	as	as	ADP
gs-4120	44	25	the	the	DET
gs-4120	44	26	consumption	consumption	NOUN
gs-4120	44	27	locations	location	NOUN
gs-4120	44	28	.	.	PUNCT
gs-4120	45	1	as	as	ADP
gs-4120	45	2	a	a	DET
gs-4120	45	3	result	result	NOUN
gs-4120	45	4	,	,	PUNCT
gs-4120	45	5	traditional	traditional	ADJ
gs-4120	45	6	networks	network	NOUN
gs-4120	45	7	typically	typically	ADV
gs-4120	45	8	require	require	VERB
gs-4120	45	9	the	the	DET
gs-4120	45	10	transfer	transfer	NOUN
gs-4120	45	11	of	of	ADP
gs-4120	45	12	electricity	electricity	NOUN
gs-4120	45	13	over	over	ADP
gs-4120	45	14	great	great	ADJ
gs-4120	45	15	distances	distance	NOUN
gs-4120	45	16	.	.	PUNCT
gs-4120	46	1	the	the	DET
gs-4120	46	2	smart	smart	ADJ
gs-4120	46	3	grid	grid	NOUN
gs-4120	46	4	is	be	AUX
gs-4120	46	5	a	a	DET
gs-4120	46	6	next	next	ADJ
gs-4120	46	7	-	-	PUNCT
gs-4120	46	8	generation	generation	NOUN
gs-4120	46	9	energy	energy	NOUN
gs-4120	46	10	system	system	NOUN
gs-4120	46	11	that	that	PRON
gs-4120	46	12	integrates	integrate	VERB
gs-4120	46	13	existing	exist	VERB
gs-4120	46	14	energy	energy	NOUN
gs-4120	46	15	infrastructure	infrastructure	NOUN
gs-4120	46	16	with	with	ADP
gs-4120	46	17	information	information	NOUN
gs-4120	46	18	and	and	CCONJ
gs-4120	46	19	communication	communication	NOUN
gs-4120	46	20	technology	technology	NOUN
gs-4120	46	21	.	.	PUNCT
gs-4120	47	1	one	one	NUM
gs-4120	47	2	of	of	ADP
gs-4120	47	3	the	the	DET
gs-4120	47	4	benefits	benefit	NOUN
gs-4120	47	5	of	of	ADP
gs-4120	47	6	a	a	DET
gs-4120	47	7	smart	smart	ADJ
gs-4120	47	8	grid	grid	NOUN
gs-4120	47	9	is	be	AUX
gs-4120	47	10	the	the	DET
gs-4120	47	11	ability	ability	NOUN
gs-4120	47	12	to	to	PART
gs-4120	47	13	transfer	transfer	VERB
gs-4120	47	14	electricity	electricity	NOUN
gs-4120	47	15	and	and	CCONJ
gs-4120	47	16	data	datum	NOUN
gs-4120	47	17	in	in	ADP
gs-4120	47	18	both	both	DET
gs-4120	47	19	directions	direction	NOUN
gs-4120	47	20	via	via	ADP
gs-4120	47	21	communication	communication	NOUN
gs-4120	47	22	signals	signal	NOUN
gs-4120	47	23	.	.	PUNCT
gs-4120	48	1	it	it	PRON
gs-4120	48	2	is	be	AUX
gs-4120	48	3	distinguished	distinguish	VERB
gs-4120	48	4	by	by	ADP
gs-4120	48	5	a	a	DET
gs-4120	48	6	combination	combination	NOUN
gs-4120	48	7	of	of	ADP
gs-4120	48	8	distributed	distributed	ADJ
gs-4120	48	9	and	and	CCONJ
gs-4120	48	10	renewable	renewable	ADJ
gs-4120	48	11	energy	energy	NOUN
gs-4120	48	12	sources	source	NOUN
gs-4120	48	13	.	.	PUNCT
gs-4120	49	1	a	a	DET
gs-4120	49	2	smart	smart	ADJ
gs-4120	49	3	grid	grid	NOUN
gs-4120	49	4	built	build	VERB
gs-4120	49	5	on	on	ADP
gs-4120	49	6	artificial	artificial	ADJ
gs-4120	49	7	intelligence	intelligence	NOUN
gs-4120	49	8	algorithms	algorithm	NOUN
gs-4120	49	9	can	can	AUX
gs-4120	49	10	respond	respond	VERB
gs-4120	49	11	correctly	correctly	ADV
gs-4120	49	12	through	through	ADP
gs-4120	49	13	distributed	distribute	VERB
gs-4120	49	14	energy	energy	NOUN
gs-4120	49	15	management	management	NOUN
gs-4120	49	16	,	,	PUNCT
gs-4120	49	17	forecasting	forecast	VERB
gs-4120	49	18	renewable	renewable	ADJ
gs-4120	49	19	energy	energy	NOUN
gs-4120	49	20	generation	generation	NOUN
gs-4120	49	21	,	,	PUNCT
gs-4120	49	22	accurate	accurate	ADJ
gs-4120	49	23	network	network	NOUN
gs-4120	49	24	monitoring	monitoring	NOUN
gs-4120	49	25	,	,	PUNCT
gs-4120	49	26	and	and	CCONJ
gs-4120	49	27	problem	problem	NOUN
gs-4120	49	28	detection	detection	NOUN
gs-4120	49	29	.	.	PUNCT
gs-4120	50	1	table	table	NOUN
gs-4120	50	2	1	1	NUM
gs-4120	50	3	.	.	PUNCT
gs-4120	50	4	traditional	traditional	ADJ
gs-4120	50	5	and	and	CCONJ
gs-4120	50	6	smart	smart	ADJ
gs-4120	50	7	grid	grid	NOUN
gs-4120	50	8	feature	feature	NOUN
gs-4120	50	9	traditional	traditional	ADJ
gs-4120	50	10	grid	grid	NOUN
gs-4120	50	11	smart	smart	ADJ
gs-4120	50	12	grid	grid	NOUN
gs-4120	50	13	generation	generation	NOUN
gs-4120	50	14	centralized	centralize	VERB
gs-4120	50	15	,	,	PUNCT
gs-4120	50	16	fossil	fossil	ADJ
gs-4120	50	17	fuels	fuel	NOUN
gs-4120	50	18	centralized	centralize	VERB
gs-4120	50	19	and	and	CCONJ
gs-4120	50	20	decentralized	decentralize	VERB
gs-4120	50	21	,	,	PUNCT
gs-4120	50	22	renewables	renewable	NOUN
gs-4120	50	23	power	power	NOUN
gs-4120	50	24	flow	flow	NOUN
gs-4120	50	25	one	one	NUM
gs-4120	50	26	-	-	PUNCT
gs-4120	50	27	way	way	NOUN
gs-4120	50	28	two	two	NUM
gs-4120	50	29	-	-	PUNCT
gs-4120	50	30	way	way	NOUN
gs-4120	50	31	communication	communication	NOUN
gs-4120	50	32	limited	limit	VERB
gs-4120	50	33	real	real	ADJ
gs-4120	50	34	-	-	PUNCT
gs-4120	50	35	time	time	NOUN
gs-4120	50	36	,	,	PUNCT
gs-4120	50	37	digitalized	digitalize	VERB
gs-4120	50	38	monitoring	monitoring	NOUN
gs-4120	50	39	&	&	CCONJ
gs-4120	50	40	control	control	PROPN
gs-4120	50	41	minimal	minimal	ADJ
gs-4120	50	42	advanced	advanced	ADJ
gs-4120	50	43	,	,	PUNCT
gs-4120	50	44	automated	automate	VERB
gs-4120	50	45	renewable	renewable	ADJ
gs-4120	50	46	integration	integration	NOUN
gs-4120	50	47	challenging	challenge	VERB
gs-4120	50	48	facilitated	facilitate	VERB
gs-4120	50	49	consumer	consumer	NOUN
gs-4120	50	50	interaction	interaction	NOUN
gs-4120	50	51	passive	passive	ADJ
gs-4120	50	52	active	active	ADJ
gs-4120	50	53	,	,	PUNCT
gs-4120	50	54	with	with	ADP
gs-4120	50	55	feedback	feedback	NOUN
gs-4120	50	56	resilience	resilience	NOUN
gs-4120	50	57	lower	low	ADJ
gs-4120	50	58	higher	high	ADJ
gs-4120	50	59	georgian	georgian	ADJ
gs-4120	50	60	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4120	50	61	მეცნიერები	მეცნიერები	NOUN
gs-4120	50	62	ტ.	ტ.	VERB
gs-4120	50	63	7	7	NUM
gs-4120	50	64	n	n	PRON
gs-4120	50	65	3	3	NUM
gs-4120	50	66	,	,	PUNCT
gs-4120	50	67	2025	2025	NUM
gs-4120	50	68	679	679	NUM
gs-4120	50	69	remedial	remedial	ADJ
gs-4120	50	70	action	action	NOUN
gs-4120	50	71	scheme	scheme	NOUN
gs-4120	50	72	(	(	PUNCT
gs-4120	50	73	ras	ras	NOUN
gs-4120	50	74	)	)	PUNCT
gs-4120	50	75	remedial	remedial	ADJ
gs-4120	50	76	action	action	NOUN
gs-4120	50	77	scheme	scheme	NOUN
gs-4120	50	78	is	be	AUX
gs-4120	50	79	an	an	DET
gs-4120	50	80	automated	automate	VERB
gs-4120	50	81	control	control	NOUN
gs-4120	50	82	system	system	NOUN
gs-4120	50	83	used	use	VERB
gs-4120	50	84	in	in	ADP
gs-4120	50	85	electric	electric	ADJ
gs-4120	50	86	power	power	NOUN
gs-4120	50	87	systems	system	NOUN
gs-4120	50	88	to	to	PART
gs-4120	50	89	detect	detect	VERB
gs-4120	50	90	specific	specific	ADJ
gs-4120	50	91	abnormal	abnormal	ADJ
gs-4120	50	92	or	or	CCONJ
gs-4120	50	93	emergency	emergency	NOUN
gs-4120	50	94	conditions	condition	NOUN
gs-4120	50	95	and	and	CCONJ
gs-4120	50	96	respond	respond	VERB
gs-4120	50	97	quickly	quickly	ADV
gs-4120	50	98	to	to	PART
gs-4120	50	99	prevent	prevent	VERB
gs-4120	50	100	power	power	NOUN
gs-4120	50	101	system	system	NOUN
gs-4120	50	102	instability	instability	NOUN
gs-4120	50	103	,	,	PUNCT
gs-4120	50	104	overloads	overload	NOUN
gs-4120	50	105	,	,	PUNCT
gs-4120	50	106	or	or	CCONJ
gs-4120	50	107	blackouts	blackout	NOUN
gs-4120	50	108	.	.	PUNCT
gs-4120	51	1	in	in	ADP
gs-4120	51	2	georgian	georgian	ADJ
gs-4120	51	3	state	state	NOUN
gs-4120	51	4	electrosystem	electrosystem	NOUN
gs-4120	51	5	,	,	PUNCT
gs-4120	51	6	a	a	DET
gs-4120	51	7	remedial	remedial	ADJ
gs-4120	51	8	action	action	NOUN
gs-4120	51	9	scheme	scheme	NOUN
gs-4120	51	10	(	(	PUNCT
gs-4120	51	11	ras	ras	NOUN
gs-4120	51	12	)	)	PUNCT
gs-4120	51	13	has	have	AUX
gs-4120	51	14	been	be	AUX
gs-4120	51	15	introduced	introduce	VERB
gs-4120	51	16	.	.	PUNCT
gs-4120	52	1	due	due	ADP
gs-4120	52	2	to	to	ADP
gs-4120	52	3	the	the	DET
gs-4120	52	4	change	change	NOUN
gs-4120	52	5	in	in	ADP
gs-4120	52	6	the	the	DET
gs-4120	52	7	topology66	topology66	NOUN
gs-4120	52	8	of	of	ADP
gs-4120	52	9	the	the	DET
gs-4120	52	10	gse	gse	PROPN
gs-4120	52	11	grid	grid	NOUN
gs-4120	52	12	,	,	PUNCT
gs-4120	52	13	it	it	PRON
gs-4120	52	14	is	be	AUX
gs-4120	52	15	necessary	necessary	ADJ
gs-4120	52	16	to	to	PART
gs-4120	52	17	update	update	VERB
gs-4120	52	18	and	and	CCONJ
gs-4120	52	19	expand	expand	VERB
gs-4120	52	20	the	the	DET
gs-4120	52	21	ras	ras	NOUN
gs-4120	52	22	.	.	PUNCT
gs-4120	52	23	to	to	PART
gs-4120	52	24	avoid	avoid	VERB
gs-4120	52	25	disconnection	disconnection	NOUN
gs-4120	52	26	of	of	ADP
gs-4120	52	27	the	the	DET
gs-4120	52	28	electric	electric	ADJ
gs-4120	52	29	power	power	NOUN
gs-4120	52	30	system	system	NOUN
gs-4120	52	31	,	,	PUNCT
gs-4120	52	32	it	it	PRON
gs-4120	52	33	is	be	AUX
gs-4120	52	34	necessary	necessary	ADJ
gs-4120	52	35	to	to	PART
gs-4120	52	36	expand	expand	VERB
gs-4120	52	37	the	the	DET
gs-4120	52	38	grid	grid	NOUN
gs-4120	52	39	along	along	ADP
gs-4120	52	40	with	with	ADP
gs-4120	52	41	the	the	DET
gs-4120	52	42	expansion	expansion	NOUN
gs-4120	52	43	of	of	ADP
gs-4120	52	44	remedial	remedial	ADJ
gs-4120	52	45	action	action	NOUN
gs-4120	52	46	scheme	scheme	NOUN
gs-4120	52	47	.	.	PUNCT
gs-4120	53	1	expanding	expand	VERB
gs-4120	53	2	the	the	DET
gs-4120	53	3	grid	grid	NOUN
gs-4120	53	4	leads	lead	VERB
gs-4120	53	5	to	to	ADP
gs-4120	53	6	the	the	DET
gs-4120	53	7	creation	creation	NOUN
gs-4120	53	8	of	of	ADP
gs-4120	53	9	a	a	DET
gs-4120	53	10	very	very	ADV
gs-4120	53	11	large	large	ADJ
gs-4120	53	12	number	number	NOUN
gs-4120	53	13	of	of	ADP
gs-4120	53	14	possible	possible	ADJ
gs-4120	53	15	scenarios	scenario	NOUN
gs-4120	53	16	in	in	ADP
gs-4120	53	17	the	the	DET
gs-4120	53	18	ras	ras	NOUN
gs-4120	53	19	,	,	PUNCT
gs-4120	53	20	the	the	DET
gs-4120	53	21	preliminary	preliminary	ADJ
gs-4120	53	22	analysis	analysis	NOUN
gs-4120	53	23	of	of	ADP
gs-4120	53	24	which	which	PRON
gs-4120	53	25	and	and	CCONJ
gs-4120	53	26	the	the	DET
gs-4120	53	27	determination	determination	NOUN
gs-4120	53	28	of	of	ADP
gs-4120	53	29	the	the	DET
gs-4120	53	30	dosed	dose	VERB
gs-4120	53	31	shutdown	shutdown	NOUN
gs-4120	53	32	power	power	NOUN
gs-4120	53	33	,	,	PUNCT
gs-4120	53	34	only	only	ADV
gs-4120	53	35	with	with	ADP
gs-4120	53	36	human	human	ADJ
gs-4120	53	37	resources	resource	NOUN
gs-4120	53	38	,	,	PUNCT
gs-4120	53	39	are	be	AUX
gs-4120	53	40	associated	associate	VERB
gs-4120	53	41	with	with	ADP
gs-4120	53	42	great	great	ADJ
gs-4120	53	43	difficulties	difficulty	NOUN
gs-4120	53	44	.	.	PUNCT
gs-4120	54	1	therefore	therefore	ADV
gs-4120	54	2	,	,	PUNCT
gs-4120	54	3	it	it	PRON
gs-4120	54	4	is	be	AUX
gs-4120	54	5	advisable	advisable	ADJ
gs-4120	54	6	to	to	PART
gs-4120	54	7	develop	develop	VERB
gs-4120	54	8	artificial	artificial	ADJ
gs-4120	54	9	intelligence	intelligence	NOUN
gs-4120	54	10	based	base	VERB
gs-4120	54	11	remedial	remedial	ADJ
gs-4120	54	12	action	action	NOUN
gs-4120	54	13	scheme	scheme	NOUN
gs-4120	54	14	,	,	PUNCT
gs-4120	54	15	,	,	PUNCT
gs-4120	54	16	autonomous	autonomous	PROPN
gs-4120	54	17	ras	ras	X
gs-4120	54	18	”	"	PUNCT
gs-4120	54	19	.	.	PUNCT
gs-4120	55	1	use	use	NOUN
gs-4120	55	2	of	of	ADP
gs-4120	55	3	artificial	artificial	ADJ
gs-4120	55	4	intelligence	intelligence	NOUN
gs-4120	55	5	programs	program	NOUN
gs-4120	55	6	in	in	ADP
gs-4120	55	7	the	the	DET
gs-4120	55	8	energy	energy	NOUN
gs-4120	55	9	system	system	NOUN
gs-4120	55	10	:	:	PUNCT
gs-4120	55	11	•	•	NUM
gs-4120	55	12	prediction	prediction	NOUN
gs-4120	55	13	of	of	ADP
gs-4120	55	14	defects	defect	NOUN
gs-4120	55	15	in	in	ADP
gs-4120	55	16	an	an	DET
gs-4120	55	17	industry	industry	NOUN
gs-4120	55	18	where	where	SCONJ
gs-4120	55	19	equipment	equipment	NOUN
gs-4120	55	20	damage	damage	NOUN
gs-4120	55	21	is	be	AUX
gs-4120	55	22	anticipated	anticipate	VERB
gs-4120	55	23	,	,	PUNCT
gs-4120	55	24	artificial	artificial	ADJ
gs-4120	55	25	intelligence	intelligence	NOUN
gs-4120	55	26	programs	program	NOUN
gs-4120	55	27	equipped	equip	VERB
gs-4120	55	28	with	with	ADP
gs-4120	55	29	appropriate	appropriate	ADJ
gs-4120	55	30	sensors	sensor	NOUN
gs-4120	55	31	,	,	PUNCT
gs-4120	55	32	can	can	AUX
gs-4120	55	33	monitor	monitor	VERB
gs-4120	55	34	equipment	equipment	NOUN
gs-4120	55	35	and	and	CCONJ
gs-4120	55	36	detect	detect	NOUN
gs-4120	55	37	failures	failure	NOUN
gs-4120	55	38	,	,	PUNCT
gs-4120	55	39	saving	save	VERB
gs-4120	55	40	resources	resource	NOUN
gs-4120	55	41	,	,	PUNCT
gs-4120	55	42	time	time	NOUN
gs-4120	55	43	,	,	PUNCT
gs-4120	55	44	money	money	NOUN
gs-4120	55	45	,	,	PUNCT
gs-4120	55	46	and	and	CCONJ
gs-4120	55	47	even	even	ADV
gs-4120	55	48	lives	life	NOUN
gs-4120	55	49	.	.	PUNCT
gs-4120	56	1	•	•	NUM
gs-4120	56	2	recovery	recovery	NOUN
gs-4120	56	3	from	from	ADP
gs-4120	56	4	disaster	disaster	NOUN
gs-4120	56	5	consequences	consequence	NOUN
gs-4120	56	6	following	follow	VERB
gs-4120	56	7	the	the	DET
gs-4120	56	8	hurricane	hurricane	NOUN
gs-4120	56	9	that	that	PRON
gs-4120	56	10	struck	strike	VERB
gs-4120	56	11	florida	florida	PROPN
gs-4120	56	12	in	in	ADP
gs-4120	56	13	2017	2017	NUM
gs-4120	56	14	,	,	PUNCT
gs-4120	56	15	energy	energy	NOUN
gs-4120	56	16	was	be	AUX
gs-4120	56	17	restored	restore	VERB
gs-4120	56	18	in	in	ADP
gs-4120	56	19	10	10	NUM
gs-4120	56	20	days	day	NOUN
gs-4120	56	21	instead	instead	ADV
gs-4120	56	22	of	of	ADP
gs-4120	56	23	18	18	NUM
gs-4120	56	24	,	,	PUNCT
gs-4120	56	25	thanks	thank	NOUN
gs-4120	56	26	to	to	ADP
gs-4120	56	27	new	new	ADJ
gs-4120	56	28	technologies	technology	NOUN
gs-4120	56	29	like	like	ADP
gs-4120	56	30	ai	ai	VERB
gs-4120	56	31	,	,	PUNCT
gs-4120	56	32	which	which	PRON
gs-4120	56	33	could	could	AUX
gs-4120	56	34	predict	predict	VERB
gs-4120	56	35	electrical	electrical	ADJ
gs-4120	56	36	availability	availability	NOUN
gs-4120	56	37	without	without	ADP
gs-4120	56	38	negatively	negatively	ADV
gs-4120	56	39	affecting	affect	VERB
gs-4120	56	40	the	the	DET
gs-4120	56	41	system	system	NOUN
gs-4120	56	42	and	and	CCONJ
gs-4120	56	43	ensuring	ensure	VERB
gs-4120	56	44	supply	supply	NOUN
gs-4120	56	45	where	where	SCONJ
gs-4120	56	46	it	it	PRON
gs-4120	56	47	was	be	AUX
gs-4120	56	48	most	most	ADV
gs-4120	56	49	needed	need	VERB
gs-4120	56	50	.	.	PUNCT
gs-4120	57	1	•	•	NOUN
gs-4120	57	2	preventing	prevent	VERB
gs-4120	57	3	losses	loss	NOUN
gs-4120	57	4	due	due	ADJ
gs-4120	57	5	to	to	ADP
gs-4120	57	6	informal	informal	ADJ
gs-4120	57	7	connections	connection	NOUN
gs-4120	57	8	(	(	PUNCT
gs-4120	57	9	theft	theft	NOUN
gs-4120	57	10	)	)	PUNCT
gs-4120	57	11	ai	ai	VERB
gs-4120	57	12	can	can	AUX
gs-4120	57	13	be	be	AUX
gs-4120	57	14	employed	employ	VERB
gs-4120	57	15	to	to	PART
gs-4120	57	16	detect	detect	VERB
gs-4120	57	17	noncompliance	noncompliance	NOUN
gs-4120	57	18	based	base	VERB
gs-4120	57	19	on	on	ADP
gs-4120	57	20	usage	usage	NOUN
gs-4120	57	21	patterns	pattern	NOUN
gs-4120	57	22	,	,	PUNCT
gs-4120	57	23	payment	payment	NOUN
gs-4120	57	24	history	history	NOUN
gs-4120	57	25	,	,	PUNCT
gs-4120	57	26	and	and	CCONJ
gs-4120	57	27	customer	customer	NOUN
gs-4120	57	28	data	datum	NOUN
gs-4120	57	29	.	.	PUNCT
gs-4120	58	1	additionally	additionally	ADV
gs-4120	58	2	,	,	PUNCT
gs-4120	58	3	alongside	alongside	ADP
gs-4120	58	4	automated	automate	VERB
gs-4120	58	5	meters	meter	NOUN
gs-4120	58	6	,	,	PUNCT
gs-4120	58	7	monitoring	monitor	VERB
gs-4120	58	8	capabilities	capability	NOUN
gs-4120	58	9	can	can	AUX
gs-4120	58	10	be	be	AUX
gs-4120	58	11	enhanced	enhance	VERB
gs-4120	58	12	.	.	PUNCT
gs-4120	59	1	for	for	ADP
gs-4120	59	2	instance	instance	NOUN
gs-4120	59	3	,	,	PUNCT
gs-4120	59	4	brazil	brazil	PROPN
gs-4120	59	5	successfully	successfully	ADV
gs-4120	59	6	leveraged	leverage	VERB
gs-4120	59	7	this	this	DET
gs-4120	59	8	technology	technology	NOUN
gs-4120	59	9	to	to	PART
gs-4120	59	10	address	address	VERB
gs-4120	59	11	losses	loss	NOUN
gs-4120	59	12	stemming	stem	VERB
gs-4120	59	13	from	from	ADP
gs-4120	59	14	informal	informal	ADJ
gs-4120	59	15	connections	connection	NOUN
gs-4120	59	16	and	and	CCONJ
gs-4120	59	17	billing	billing	NOUN
gs-4120	59	18	errors	error	NOUN
gs-4120	59	19	.	.	PUNCT
gs-4120	60	1	(	(	PUNCT
gs-4120	60	2	makala	makala	PROPN
gs-4120	60	3	b	b	PROPN
gs-4120	60	4	,	,	PUNCT
gs-4120	60	5	tonci	tonci	NOUN
gs-4120	60	6	bakovic	bakovic	ADJ
gs-4120	60	7	t.	t.	PROPN
gs-4120	60	8	2020	2020	NUM
gs-4120	60	9	)	)	PUNCT
gs-4120	60	10	•	•	ADP
gs-4120	60	11	maintaining	maintain	VERB
gs-4120	60	12	stability	stability	NOUN
gs-4120	60	13	through	through	ADP
gs-4120	60	14	image	image	NOUN
gs-4120	60	15	processing	process	VERB
gs-4120	60	16	the	the	DET
gs-4120	60	17	uk	uk	PROPN
gs-4120	60	18	's	's	PART
gs-4120	60	19	national	national	ADJ
gs-4120	60	20	network	network	NOUN
gs-4120	60	21	utilizes	utilize	VERB
gs-4120	60	22	drones	drone	NOUN
gs-4120	60	23	to	to	PART
gs-4120	60	24	monitor	monitor	VERB
gs-4120	60	25	transmission	transmission	NOUN
gs-4120	60	26	wires	wire	NOUN
gs-4120	60	27	,	,	PUNCT
gs-4120	60	28	detecting	detect	VERB
gs-4120	60	29	faults	fault	NOUN
gs-4120	60	30	in	in	ADP
gs-4120	60	31	extensive	extensive	ADJ
gs-4120	60	32	,	,	PUNCT
gs-4120	60	33	challenging	challenging	ADJ
gs-4120	60	34	,	,	PUNCT
gs-4120	60	35	and	and	CCONJ
gs-4120	60	36	inaccessible	inaccessible	ADJ
gs-4120	60	37	areas	area	NOUN
gs-4120	60	38	.	.	PUNCT
gs-4120	61	1	(	(	PUNCT
gs-4120	61	2	vaughan	vaughan	PROPN
gs-4120	61	3	,	,	PUNCT
gs-4120	61	4	adam	adam	PROPN
gs-4120	61	5	.	.	PUNCT
gs-4120	61	6	2018	2018	NUM
gs-4120	61	7	.	.	PUNCT
gs-4120	61	8	)	)	PUNCT
gs-4120	62	1	66	66	NUM
gs-4120	62	2	change	change	NOUN
gs-4120	62	3	in	in	ADP
gs-4120	62	4	the	the	DET
gs-4120	62	5	arrangement	arrangement	NOUN
gs-4120	62	6	of	of	ADP
gs-4120	62	7	elements	element	NOUN
gs-4120	62	8	in	in	ADP
gs-4120	62	9	the	the	DET
gs-4120	62	10	electric	electric	ADJ
gs-4120	62	11	power	power	NOUN
gs-4120	62	12	system	system	NOUN
gs-4120	62	13	georgian	georgian	PROPN
gs-4120	62	14	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4120	62	15	მეცნიერები	მეცნიერები	NOUN
gs-4120	62	16	ტ.	ტ.	VERB
gs-4120	62	17	7	7	NUM
gs-4120	62	18	n	n	PRON
gs-4120	62	19	3	3	NUM
gs-4120	62	20	,	,	PUNCT
gs-4120	62	21	2025	2025	NUM
gs-4120	62	22	680	680	NUM
gs-4120	62	23	challenges	challenge	NOUN
gs-4120	62	24	in	in	ADP
gs-4120	62	25	the	the	DET
gs-4120	62	26	power	power	NOUN
gs-4120	62	27	grid	grid	NOUN
gs-4120	62	28	of	of	ADP
gs-4120	62	29	georgia	georgia	PROPN
gs-4120	62	30	the	the	DET
gs-4120	62	31	rise	rise	NOUN
gs-4120	62	32	of	of	ADP
gs-4120	62	33	prosumers	prosumer	NOUN
gs-4120	62	34	,	,	PUNCT
gs-4120	62	35	including	include	VERB
gs-4120	62	36	factories	factory	NOUN
gs-4120	62	37	,	,	PUNCT
gs-4120	62	38	facilities	facility	NOUN
gs-4120	62	39	,	,	PUNCT
gs-4120	62	40	and	and	CCONJ
gs-4120	62	41	residential	residential	ADJ
gs-4120	62	42	homes	home	NOUN
gs-4120	62	43	equipped	equip	VERB
gs-4120	62	44	with	with	ADP
gs-4120	62	45	their	their	PRON
gs-4120	62	46	own	own	ADJ
gs-4120	62	47	wind	wind	NOUN
gs-4120	62	48	or	or	CCONJ
gs-4120	62	49	solar	solar	ADJ
gs-4120	62	50	generation	generation	NOUN
gs-4120	62	51	sources	source	NOUN
gs-4120	62	52	,	,	PUNCT
gs-4120	62	53	has	have	AUX
gs-4120	62	54	become	become	VERB
gs-4120	62	55	increasingly	increasingly	ADV
gs-4120	62	56	attractive	attractive	ADJ
gs-4120	62	57	.	.	PUNCT
gs-4120	63	1	they	they	PRON
gs-4120	63	2	can	can	AUX
gs-4120	63	3	sell	sell	VERB
gs-4120	63	4	surplus	surplus	ADJ
gs-4120	63	5	energy	energy	NOUN
gs-4120	63	6	while	while	SCONJ
gs-4120	63	7	drawing	draw	VERB
gs-4120	63	8	from	from	ADP
gs-4120	63	9	the	the	DET
gs-4120	63	10	grid	grid	NOUN
gs-4120	63	11	to	to	PART
gs-4120	63	12	cover	cover	VERB
gs-4120	63	13	any	any	DET
gs-4120	63	14	deficits	deficit	NOUN
gs-4120	63	15	,	,	PUNCT
gs-4120	63	16	which	which	PRON
gs-4120	63	17	creates	create	VERB
gs-4120	63	18	additional	additional	ADJ
gs-4120	63	19	instability	instability	NOUN
gs-4120	63	20	in	in	ADP
gs-4120	63	21	the	the	DET
gs-4120	63	22	system	system	NOUN
gs-4120	63	23	and	and	CCONJ
gs-4120	63	24	complicates	complicate	VERB
gs-4120	63	25	consumption	consumption	NOUN
gs-4120	63	26	predictions	prediction	NOUN
gs-4120	63	27	.	.	PUNCT
gs-4120	64	1	another	another	DET
gs-4120	64	2	challenge	challenge	NOUN
gs-4120	64	3	is	be	AUX
gs-4120	64	4	the	the	DET
gs-4120	64	5	growing	grow	VERB
gs-4120	64	6	number	number	NOUN
gs-4120	64	7	of	of	ADP
gs-4120	64	8	electric	electric	ADJ
gs-4120	64	9	cars	car	NOUN
gs-4120	64	10	,	,	PUNCT
gs-4120	64	11	which	which	PRON
gs-4120	64	12	can	can	AUX
gs-4120	64	13	dramatically	dramatically	ADV
gs-4120	64	14	increase	increase	VERB
gs-4120	64	15	peak	peak	NOUN
gs-4120	64	16	consumption	consumption	NOUN
gs-4120	64	17	and	and	CCONJ
gs-4120	64	18	make	make	VERB
gs-4120	64	19	peak	peak	NOUN
gs-4120	64	20	coverage	coverage	NOUN
gs-4120	64	21	more	more	ADV
gs-4120	64	22	complicated	complicated	ADJ
gs-4120	64	23	if	if	SCONJ
gs-4120	64	24	countermeasures	countermeasure	NOUN
gs-4120	64	25	are	be	AUX
gs-4120	64	26	not	not	PART
gs-4120	64	27	implemented	implement	VERB
gs-4120	64	28	.	.	PUNCT
gs-4120	65	1	additionally	additionally	ADV
gs-4120	65	2	,	,	PUNCT
gs-4120	65	3	enterprises	enterprise	NOUN
gs-4120	65	4	with	with	ADP
gs-4120	65	5	highly	highly	ADV
gs-4120	65	6	variable	variable	ADJ
gs-4120	65	7	consumption	consumption	NOUN
gs-4120	65	8	,	,	PUNCT
gs-4120	65	9	particularly	particularly	ADV
gs-4120	65	10	metallurgical	metallurgical	ADJ
gs-4120	65	11	plants	plant	NOUN
gs-4120	65	12	,	,	PUNCT
gs-4120	65	13	negatively	negatively	ADV
gs-4120	65	14	impact	impact	VERB
gs-4120	65	15	the	the	DET
gs-4120	65	16	quality	quality	NOUN
gs-4120	65	17	and	and	CCONJ
gs-4120	65	18	stability	stability	NOUN
gs-4120	65	19	of	of	ADP
gs-4120	65	20	electricity	electricity	NOUN
gs-4120	65	21	.	.	PUNCT
gs-4120	66	1	electric	electric	ADJ
gs-4120	66	2	cars	car	NOUN
gs-4120	66	3	are	be	AUX
gs-4120	66	4	replacing	replace	VERB
gs-4120	66	5	internal	internal	ADJ
gs-4120	66	6	combustion	combustion	NOUN
gs-4120	66	7	engine	engine	NOUN
gs-4120	66	8	vehicles	vehicle	NOUN
gs-4120	66	9	worldwide	worldwide	ADV
gs-4120	66	10	.	.	PUNCT
gs-4120	67	1	this	this	DET
gs-4120	67	2	transition	transition	NOUN
gs-4120	67	3	leads	lead	VERB
gs-4120	67	4	,	,	PUNCT
gs-4120	67	5	on	on	ADP
gs-4120	67	6	one	one	NUM
gs-4120	67	7	hand	hand	NOUN
gs-4120	67	8	,	,	PUNCT
gs-4120	67	9	to	to	ADP
gs-4120	67	10	an	an	DET
gs-4120	67	11	increase	increase	NOUN
gs-4120	67	12	in	in	ADP
gs-4120	67	13	peak	peak	NOUN
gs-4120	67	14	consumption	consumption	NOUN
gs-4120	67	15	and	and	CCONJ
gs-4120	67	16	,	,	PUNCT
gs-4120	67	17	on	on	ADP
gs-4120	67	18	the	the	DET
gs-4120	67	19	other	other	ADJ
gs-4120	67	20	,	,	PUNCT
gs-4120	67	21	to	to	ADP
gs-4120	67	22	a	a	DET
gs-4120	67	23	potential	potential	ADJ
gs-4120	67	24	distortion	distortion	NOUN
gs-4120	67	25	of	of	ADP
gs-4120	67	26	electricity	electricity	NOUN
gs-4120	67	27	quality	quality	NOUN
gs-4120	67	28	due	due	ADP
gs-4120	67	29	to	to	ADP
gs-4120	67	30	harmonics	harmonic	NOUN
gs-4120	67	31	.	.	PUNCT
gs-4120	68	1	currently	currently	ADV
gs-4120	68	2	,	,	PUNCT
gs-4120	68	3	around	around	ADV
gs-4120	68	4	1	1	NUM
gs-4120	68	5	million	million	NUM
gs-4120	68	6	electric	electric	ADJ
gs-4120	68	7	cars	car	NOUN
gs-4120	68	8	are	be	AUX
gs-4120	68	9	registered	register	VERB
gs-4120	68	10	in	in	ADP
gs-4120	68	11	georgia	georgia	PROPN
gs-4120	68	12	.	.	PUNCT
gs-4120	69	1	the	the	DET
gs-4120	69	2	power	power	NOUN
gs-4120	69	3	consumption	consumption	NOUN
gs-4120	69	4	of	of	ADP
gs-4120	69	5	fast	fast	ADJ
gs-4120	69	6	chargers	charger	NOUN
gs-4120	69	7	for	for	ADP
gs-4120	69	8	each	each	DET
gs-4120	69	9	electric	electric	ADJ
gs-4120	69	10	car	car	NOUN
gs-4120	69	11	is	be	AUX
gs-4120	69	12	50	50	NUM
gs-4120	69	13	kw	kw	NOUN
gs-4120	69	14	,	,	PUNCT
gs-4120	69	15	while	while	SCONJ
gs-4120	69	16	standard	standard	ADJ
gs-4120	69	17	chargers	charger	NOUN
gs-4120	69	18	offer	offer	VERB
gs-4120	69	19	options	option	NOUN
gs-4120	69	20	of	of	ADP
gs-4120	69	21	3	3	NUM
gs-4120	69	22	,	,	PUNCT
gs-4120	69	23	6	6	NUM
gs-4120	69	24	,	,	PUNCT
gs-4120	69	25	and	and	CCONJ
gs-4120	69	26	20	20	NUM
gs-4120	69	27	kw	kw	NOUN
gs-4120	69	28	.	.	PUNCT
gs-4120	70	1	during	during	ADP
gs-4120	70	2	peak	peak	NOUN
gs-4120	70	3	consumption	consumption	NOUN
gs-4120	70	4	hours	hour	NOUN
gs-4120	70	5	,	,	PUNCT
gs-4120	70	6	there	there	PRON
gs-4120	70	7	may	may	AUX
gs-4120	70	8	be	be	AUX
gs-4120	70	9	a	a	DET
gs-4120	70	10	need	need	NOUN
gs-4120	70	11	for	for	ADP
gs-4120	70	12	a	a	DET
gs-4120	70	13	swift	swift	ADJ
gs-4120	70	14	but	but	CCONJ
gs-4120	70	15	short	short	ADV
gs-4120	70	16	-	-	PUNCT
gs-4120	70	17	lived	live	VERB
gs-4120	70	18	increase	increase	NOUN
gs-4120	70	19	in	in	ADP
gs-4120	70	20	imports	import	NOUN
gs-4120	70	21	.	.	PUNCT
gs-4120	71	1	to	to	PART
gs-4120	71	2	mitigate	mitigate	VERB
gs-4120	71	3	this	this	PRON
gs-4120	71	4	,	,	PUNCT
gs-4120	71	5	a	a	DET
gs-4120	71	6	powerful	powerful	ADJ
gs-4120	71	7	hydro	hydro	NOUN
gs-4120	71	8	-	-	PUNCT
gs-4120	71	9	accumulating	accumulate	VERB
gs-4120	71	10	station	station	NOUN
gs-4120	71	11	or	or	CCONJ
gs-4120	71	12	a	a	DET
gs-4120	71	13	battery	battery	NOUN
gs-4120	71	14	storage	storage	NOUN
gs-4120	71	15	facility	facility	NOUN
gs-4120	71	16	should	should	AUX
gs-4120	71	17	be	be	AUX
gs-4120	71	18	constructed	construct	VERB
gs-4120	71	19	within	within	ADP
gs-4120	71	20	the	the	DET
gs-4120	71	21	power	power	NOUN
gs-4120	71	22	system	system	NOUN
gs-4120	71	23	.	.	PUNCT
gs-4120	72	1	prosumers	prosumer	NOUN
gs-4120	72	2	are	be	AUX
gs-4120	72	3	increasingly	increasingly	ADV
gs-4120	72	4	seen	see	VERB
gs-4120	72	5	as	as	ADP
gs-4120	72	6	institutions	institution	NOUN
gs-4120	72	7	,	,	PUNCT
gs-4120	72	8	enterprises	enterprise	NOUN
gs-4120	72	9	,	,	PUNCT
gs-4120	72	10	and	and	CCONJ
gs-4120	72	11	residents	resident	NOUN
gs-4120	72	12	aim	aim	VERB
gs-4120	72	13	to	to	PART
gs-4120	72	14	establish	establish	VERB
gs-4120	72	15	autonomous	autonomous	ADJ
gs-4120	72	16	electricity	electricity	NOUN
gs-4120	72	17	supply	supply	NOUN
gs-4120	72	18	systems	system	NOUN
gs-4120	72	19	that	that	PRON
gs-4120	72	20	connect	connect	VERB
gs-4120	72	21	to	to	ADP
gs-4120	72	22	the	the	DET
gs-4120	72	23	distribution	distribution	NOUN
gs-4120	72	24	and	and	CCONJ
gs-4120	72	25	transmission	transmission	NOUN
gs-4120	72	26	networks	network	NOUN
gs-4120	72	27	.	.	PUNCT
gs-4120	73	1	if	if	SCONJ
gs-4120	73	2	the	the	DET
gs-4120	73	3	reserve	reserve	NOUN
gs-4120	73	4	capacity	capacity	NOUN
gs-4120	73	5	proves	prove	VERB
gs-4120	73	6	insufficient	insufficient	ADJ
gs-4120	73	7	,	,	PUNCT
gs-4120	73	8	significant	significant	ADJ
gs-4120	73	9	power	power	NOUN
gs-4120	73	10	shortages	shortage	NOUN
gs-4120	73	11	may	may	AUX
gs-4120	73	12	ensue	ensue	VERB
gs-4120	73	13	,	,	PUNCT
gs-4120	73	14	creating	create	VERB
gs-4120	73	15	a	a	DET
gs-4120	73	16	potential	potential	ADJ
gs-4120	73	17	risk	risk	NOUN
gs-4120	73	18	of	of	ADP
gs-4120	73	19	emergencies	emergency	NOUN
gs-4120	73	20	.	.	PUNCT
gs-4120	74	1	conversely	conversely	ADV
gs-4120	74	2	,	,	PUNCT
gs-4120	74	3	distribution	distribution	NOUN
gs-4120	74	4	networks	network	NOUN
gs-4120	74	5	,	,	PUNCT
gs-4120	74	6	typically	typically	ADV
gs-4120	74	7	designed	design	VERB
gs-4120	74	8	to	to	PART
gs-4120	74	9	deliver	deliver	VERB
gs-4120	74	10	power	power	NOUN
gs-4120	74	11	from	from	ADP
gs-4120	74	12	the	the	DET
gs-4120	74	13	system	system	NOUN
gs-4120	74	14	to	to	PART
gs-4120	74	15	end	end	VERB
gs-4120	74	16	users	user	NOUN
gs-4120	74	17	,	,	PUNCT
gs-4120	74	18	could	could	AUX
gs-4120	74	19	find	find	VERB
gs-4120	74	20	themselves	themselves	PRON
gs-4120	74	21	needing	need	VERB
gs-4120	74	22	to	to	PART
gs-4120	74	23	supply	supply	VERB
gs-4120	74	24	power	power	NOUN
gs-4120	74	25	from	from	ADP
gs-4120	74	26	users	user	NOUN
gs-4120	74	27	back	back	ADV
gs-4120	74	28	to	to	ADP
gs-4120	74	29	the	the	DET
gs-4120	74	30	transmission	transmission	NOUN
gs-4120	74	31	network	network	NOUN
gs-4120	74	32	.	.	PUNCT
gs-4120	75	1	this	this	DET
gs-4120	75	2	situation	situation	NOUN
gs-4120	75	3	may	may	AUX
gs-4120	75	4	lead	lead	VERB
gs-4120	75	5	to	to	ADP
gs-4120	75	6	higher	high	ADJ
gs-4120	75	7	voltages	voltage	NOUN
gs-4120	75	8	and	and	CCONJ
gs-4120	75	9	increased	increase	VERB
gs-4120	75	10	losses	loss	NOUN
gs-4120	75	11	.	.	PUNCT
gs-4120	76	1	therefore	therefore	ADV
gs-4120	76	2	,	,	PUNCT
gs-4120	76	3	it	it	PRON
gs-4120	76	4	is	be	AUX
gs-4120	76	5	essential	essential	ADJ
gs-4120	76	6	to	to	PART
gs-4120	76	7	accurately	accurately	ADV
gs-4120	76	8	track	track	VERB
gs-4120	76	9	the	the	DET
gs-4120	76	10	number	number	NOUN
gs-4120	76	11	of	of	ADP
gs-4120	76	12	decentralized	decentralize	VERB
gs-4120	76	13	users	user	NOUN
gs-4120	76	14	,	,	PUNCT
gs-4120	76	15	reorganize	reorganize	VERB
gs-4120	76	16	the	the	DET
gs-4120	76	17	transmission	transmission	NOUN
gs-4120	76	18	and	and	CCONJ
gs-4120	76	19	distribution	distribution	NOUN
gs-4120	76	20	system	system	NOUN
gs-4120	76	21	networks	network	NOUN
gs-4120	76	22	,	,	PUNCT
gs-4120	76	23	build	build	VERB
gs-4120	76	24	sufficient	sufficient	ADJ
gs-4120	76	25	reserve	reserve	NOUN
gs-4120	76	26	sources	source	NOUN
gs-4120	76	27	in	in	ADP
gs-4120	76	28	the	the	DET
gs-4120	76	29	system	system	NOUN
gs-4120	76	30	,	,	PUNCT
gs-4120	76	31	ensure	ensure	VERB
gs-4120	76	32	imports	import	NOUN
gs-4120	76	33	of	of	ADP
gs-4120	76	34	this	this	DET
gs-4120	76	35	reserve	reserve	NOUN
gs-4120	76	36	,	,	PUNCT
gs-4120	76	37	implement	implement	VERB
gs-4120	76	38	system	system	NOUN
gs-4120	76	39	automation	automation	NOUN
gs-4120	76	40	,	,	PUNCT
gs-4120	76	41	and	and	CCONJ
gs-4120	76	42	ultimately	ultimately	ADV
gs-4120	76	43	define	define	VERB
gs-4120	76	44	optimal	optimal	ADJ
gs-4120	76	45	storage	storage	NOUN
gs-4120	76	46	battery	battery	NOUN
gs-4120	76	47	parameters	parameter	NOUN
gs-4120	76	48	for	for	ADP
gs-4120	76	49	prosumers	prosumer	NOUN
gs-4120	76	50	.	.	PUNCT
gs-4120	77	1	metallurgical	metallurgical	ADJ
gs-4120	77	2	plants	plant	NOUN
gs-4120	77	3	present	present	VERB
gs-4120	77	4	a	a	DET
gs-4120	77	5	considerable	considerable	ADJ
gs-4120	77	6	challenge	challenge	NOUN
gs-4120	77	7	for	for	ADP
gs-4120	77	8	energy	energy	NOUN
gs-4120	77	9	systems	system	NOUN
gs-4120	77	10	due	due	ADP
gs-4120	77	11	to	to	ADP
gs-4120	77	12	their	their	PRON
gs-4120	77	13	rapid	rapid	ADJ
gs-4120	77	14	and	and	CCONJ
gs-4120	77	15	large	large	ADJ
gs-4120	77	16	fluctuations	fluctuation	NOUN
gs-4120	77	17	in	in	ADP
gs-4120	77	18	active	active	ADJ
gs-4120	77	19	and	and	CCONJ
gs-4120	77	20	reactive	reactive	ADJ
gs-4120	77	21	capacity	capacity	NOUN
gs-4120	77	22	consumption	consumption	NOUN
gs-4120	77	23	,	,	PUNCT
gs-4120	77	24	which	which	PRON
gs-4120	77	25	can	can	AUX
gs-4120	77	26	cause	cause	VERB
gs-4120	77	27	significant	significant	ADJ
gs-4120	77	28	changes	change	NOUN
gs-4120	77	29	in	in	ADP
gs-4120	77	30	frequency	frequency	NOUN
gs-4120	77	31	and	and	CCONJ
gs-4120	77	32	voltage	voltage	NOUN
gs-4120	77	33	within	within	ADP
gs-4120	77	34	small	small	ADJ
gs-4120	77	35	systems	system	NOUN
gs-4120	77	36	like	like	ADP
gs-4120	77	37	georgia	georgia	PROPN
gs-4120	77	38	.	.	PUNCT
gs-4120	78	1	they	they	PRON
gs-4120	78	2	are	be	AUX
gs-4120	78	3	also	also	ADV
gs-4120	78	4	sources	source	NOUN
gs-4120	78	5	of	of	ADP
gs-4120	78	6	harmonic	harmonic	ADJ
gs-4120	78	7	distortion	distortion	NOUN
gs-4120	78	8	.	.	PUNCT
gs-4120	79	1	challenges	challenge	NOUN
gs-4120	79	2	mainly	mainly	ADV
gs-4120	79	3	arise	arise	VERB
gs-4120	79	4	during	during	ADP
gs-4120	79	5	periods	period	NOUN
gs-4120	79	6	of	of	ADP
gs-4120	79	7	water	water	NOUN
gs-4120	79	8	scarcity	scarcity	NOUN
gs-4120	79	9	and	and	CCONJ
gs-4120	79	10	hydrogenation	hydrogenation	NOUN
gs-4120	79	11	shortages	shortage	NOUN
gs-4120	79	12	.	.	PUNCT
gs-4120	80	1	therefore	therefore	ADV
gs-4120	80	2	,	,	PUNCT
gs-4120	80	3	if	if	SCONJ
gs-4120	80	4	the	the	DET
gs-4120	80	5	potential	potential	NOUN
gs-4120	80	6	for	for	ADP
gs-4120	80	7	daily	daily	ADJ
gs-4120	80	8	minute	minute	NOUN
gs-4120	80	9	and	and	CCONJ
gs-4120	80	10	hourly	hourly	ADJ
gs-4120	80	11	balancing	balancing	NOUN
gs-4120	80	12	of	of	ADP
gs-4120	80	13	wind	wind	NOUN
gs-4120	80	14	energy	energy	NOUN
gs-4120	80	15	is	be	AUX
gs-4120	80	16	recognized	recognize	VERB
gs-4120	80	17	,	,	PUNCT
gs-4120	80	18	wind	wind	NOUN
gs-4120	80	19	generation	generation	NOUN
gs-4120	80	20	could	could	AUX
gs-4120	80	21	positively	positively	ADV
gs-4120	80	22	impact	impact	VERB
gs-4120	80	23	the	the	DET
gs-4120	80	24	adequacy	adequacy	NOUN
gs-4120	80	25	of	of	ADP
gs-4120	80	26	georgia	georgia	PROPN
gs-4120	80	27	's	's	PART
gs-4120	80	28	energy	energy	NOUN
gs-4120	80	29	system	system	NOUN
gs-4120	80	30	.	.	PUNCT
gs-4120	81	1	energy	energy	NOUN
gs-4120	81	2	consumption	consumption	NOUN
gs-4120	81	3	continues	continue	VERB
gs-4120	81	4	to	to	PART
gs-4120	81	5	increase	increase	VERB
gs-4120	81	6	annually	annually	ADV
gs-4120	81	7	(	(	PUNCT
gs-4120	81	8	see	see	VERB
gs-4120	81	9	diagram	diagram	NOUN
gs-4120	81	10	1	1	NUM
gs-4120	81	11	)	)	PUNCT
gs-4120	81	12	,	,	PUNCT
gs-4120	81	13	particularly	particularly	ADV
gs-4120	81	14	during	during	ADP
gs-4120	81	15	winter	winter	NOUN
gs-4120	81	16	,	,	PUNCT
gs-4120	81	17	(	(	PUNCT
gs-4120	81	18	see	see	VERB
gs-4120	81	19	diagram	diagram	NOUN
gs-4120	81	20	2	2	NUM
gs-4120	81	21	)	)	PUNCT
gs-4120	81	22	and	and	CCONJ
gs-4120	81	23	the	the	DET
gs-4120	81	24	country	country	NOUN
gs-4120	81	25	relies	rely	VERB
gs-4120	81	26	on	on	ADP
gs-4120	81	27	imports	import	NOUN
gs-4120	81	28	,	,	PUNCT
gs-4120	81	29	which	which	PRON
gs-4120	81	30	primarily	primarily	ADV
gs-4120	81	31	come	come	VERB
gs-4120	81	32	from	from	ADP
gs-4120	81	33	russia	russia	PROPN
gs-4120	81	34	.	.	PUNCT
gs-4120	82	1	(	(	PUNCT
gs-4120	82	2	see	see	VERB
gs-4120	82	3	diagram	diagram	NOUN
gs-4120	82	4	3	3	NUM
gs-4120	82	5	)	)	PUNCT
gs-4120	82	6	therefore	therefore	ADV
gs-4120	82	7	,	,	PUNCT
gs-4120	82	8	increasing	increase	VERB
gs-4120	82	9	generation	generation	NOUN
gs-4120	82	10	capacity	capacity	NOUN
gs-4120	82	11	is	be	AUX
gs-4120	82	12	vital	vital	ADJ
gs-4120	82	13	.	.	PUNCT
gs-4120	83	1	georgian	georgian	ADJ
gs-4120	83	2	scientists/ქართველი	scientists/ქართველი	PROPN
gs-4120	83	3	მეცნიერები	მეცნიერები	NOUN
gs-4120	83	4	ტ.	ტ.	VERB
gs-4120	83	5	7	7	NUM
gs-4120	83	6	n	n	PRON
gs-4120	83	7	3	3	NUM
gs-4120	83	8	,	,	PUNCT
gs-4120	83	9	2025	2025	NUM
gs-4120	83	10	681	681	NUM
gs-4120	83	11	diagram	diagram	NOUN
gs-4120	83	12	1	1	NUM
gs-4120	83	13	.	.	PUNCT
gs-4120	84	1	generation	generation	NOUN
gs-4120	84	2	,	,	PUNCT
gs-4120	84	3	consumption	consumption	NOUN
gs-4120	84	4	and	and	CCONJ
gs-4120	84	5	export	export	NOUN
gs-4120	84	6	2023	2023	NUM
gs-4120	84	7	2034	2034	NUM
gs-4120	84	8	diagram	diagram	NOUN
gs-4120	84	9	2	2	NUM
gs-4120	84	10	diagram	diagram	NOUN
gs-4120	84	11	3	3	NUM
gs-4120	84	12	.	.	PUNCT
gs-4120	85	1	russia	russia	PROPN
gs-4120	85	2	azerbaijan	azerbaijan	PROPN
gs-4120	85	3	armenia	armenia	PROPN
gs-4120	85	4	turkey	turkey	PROPN
gs-4120	85	5	786.55	786.55	NUM
gs-4120	85	6	3.29	3.29	NUM
gs-4120	85	7	0.00	0.00	NUM
gs-4120	85	8	0.000.18	0.000.18	NUM
gs-4120	85	9	86.33	86.33	NUM
gs-4120	85	10	78.46	78.46	NUM
gs-4120	85	11	1303.39	1303.39	NUM
gs-4120	85	12	export	export	NOUN
gs-4120	85	13	/	/	SYM
gs-4120	85	14	import	import	NOUN
gs-4120	85	15	among	among	ADP
gs-4120	85	16	countries	country	NOUN
gs-4120	85	17	2023	2023	NUM
gs-4120	85	18	(	(	PUNCT
gs-4120	85	19	mln	mln	X
gs-4120	85	20	kw	kw	NOUN
gs-4120	85	21	/	/	SYM
gs-4120	85	22	hr	hr	NOUN
gs-4120	85	23	)	)	PUNCT
gs-4120	85	24	import	import	NOUN
gs-4120	85	25	export	export	NOUN
gs-4120	85	26	georgian	georgian	PROPN
gs-4120	85	27	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4120	85	28	მეცნიერები	მეცნიერები	NOUN
gs-4120	85	29	ტ.	ტ.	VERB
gs-4120	85	30	7	7	NUM
gs-4120	85	31	n	n	PRON
gs-4120	85	32	3	3	NUM
gs-4120	85	33	,	,	PUNCT
gs-4120	85	34	2025	2025	NUM
gs-4120	85	35	682	682	NUM
gs-4120	85	36	steps	step	NOUN
gs-4120	85	37	to	to	PART
gs-4120	85	38	overcome	overcome	VERB
gs-4120	85	39	challenges	challenge	NOUN
gs-4120	85	40	in	in	ADP
gs-4120	85	41	power	power	NOUN
gs-4120	85	42	grid	grid	NOUN
gs-4120	85	43	of	of	ADP
gs-4120	85	44	georgia	georgia	PROPN
gs-4120	85	45	one	one	NUM
gs-4120	85	46	of	of	ADP
gs-4120	85	47	the	the	DET
gs-4120	85	48	solutions	solution	NOUN
gs-4120	85	49	to	to	ADP
gs-4120	85	50	the	the	DET
gs-4120	85	51	challenges	challenge	NOUN
gs-4120	85	52	faced	face	VERB
gs-4120	85	53	by	by	ADP
gs-4120	85	54	the	the	DET
gs-4120	85	55	power	power	NOUN
gs-4120	85	56	grid	grid	NOUN
gs-4120	85	57	is	be	AUX
gs-4120	85	58	constructing	construct	VERB
gs-4120	85	59	large	large	ADJ
gs-4120	85	60	reservoir	reservoir	NOUN
gs-4120	85	61	hydropower	hydropower	NOUN
gs-4120	85	62	plants	plant	NOUN
gs-4120	85	63	,	,	PUNCT
gs-4120	85	64	alongside	alongside	ADP
gs-4120	85	65	restoring	restore	VERB
gs-4120	85	66	and	and	CCONJ
gs-4120	85	67	upgrading	upgrade	VERB
gs-4120	85	68	existing	exist	VERB
gs-4120	85	69	power	power	NOUN
gs-4120	85	70	plants	plant	NOUN
gs-4120	85	71	.	.	PUNCT
gs-4120	86	1	these	these	DET
gs-4120	86	2	plants	plant	NOUN
gs-4120	86	3	provide	provide	VERB
gs-4120	86	4	capacity	capacity	NOUN
gs-4120	86	5	reserves	reserve	NOUN
gs-4120	86	6	for	for	ADP
gs-4120	86	7	future	future	ADJ
gs-4120	86	8	growth	growth	NOUN
gs-4120	86	9	while	while	SCONJ
gs-4120	86	10	also	also	ADV
gs-4120	86	11	enhancing	enhance	VERB
gs-4120	86	12	system	system	NOUN
gs-4120	86	13	stability	stability	NOUN
gs-4120	86	14	.	.	PUNCT
gs-4120	87	1	their	their	PRON
gs-4120	87	2	ability	ability	NOUN
gs-4120	87	3	to	to	PART
gs-4120	87	4	meet	meet	VERB
gs-4120	87	5	peak	peak	NOUN
gs-4120	87	6	usage	usage	NOUN
gs-4120	87	7	,	,	PUNCT
gs-4120	87	8	which	which	PRON
gs-4120	87	9	is	be	AUX
gs-4120	87	10	essential	essential	ADJ
gs-4120	87	11	for	for	ADP
gs-4120	87	12	operating	operate	VERB
gs-4120	87	13	electric	electric	ADJ
gs-4120	87	14	car	car	NOUN
gs-4120	87	15	chargers	charger	NOUN
gs-4120	87	16	and	and	CCONJ
gs-4120	87	17	integrating	integrate	VERB
gs-4120	87	18	solar	solar	ADJ
gs-4120	87	19	and	and	CCONJ
gs-4120	87	20	wind	wind	NOUN
gs-4120	87	21	farms	farm	NOUN
gs-4120	87	22	,	,	PUNCT
gs-4120	87	23	is	be	AUX
gs-4120	87	24	particularly	particularly	ADV
gs-4120	87	25	impressive	impressive	ADJ
gs-4120	87	26	.	.	PUNCT
gs-4120	88	1	the	the	DET
gs-4120	88	2	development	development	NOUN
gs-4120	88	3	of	of	ADP
gs-4120	88	4	energy	energy	NOUN
gs-4120	88	5	storage	storage	NOUN
gs-4120	88	6	facilities	facility	NOUN
gs-4120	88	7	,	,	PUNCT
gs-4120	88	8	such	such	ADJ
gs-4120	88	9	as	as	ADP
gs-4120	88	10	hydro	hydro	NOUN
gs-4120	88	11	-	-	PUNCT
gs-4120	88	12	accumulating	accumulate	VERB
gs-4120	88	13	stations	station	NOUN
gs-4120	88	14	and	and	CCONJ
gs-4120	88	15	storage	storage	NOUN
gs-4120	88	16	batteries	battery	NOUN
gs-4120	88	17	,	,	PUNCT
gs-4120	88	18	will	will	AUX
gs-4120	88	19	help	help	VERB
gs-4120	88	20	balance	balance	VERB
gs-4120	88	21	consumption	consumption	NOUN
gs-4120	88	22	schedules	schedule	NOUN
gs-4120	88	23	and	and	CCONJ
gs-4120	88	24	boost	boost	VERB
gs-4120	88	25	peak	peak	NOUN
gs-4120	88	26	capacity	capacity	NOUN
gs-4120	88	27	.	.	PUNCT
gs-4120	89	1	solar	solar	ADJ
gs-4120	89	2	-	-	PUNCT
gs-4120	89	3	powered	power	VERB
gs-4120	89	4	plants	plant	NOUN
gs-4120	89	5	can	can	AUX
gs-4120	89	6	be	be	AUX
gs-4120	89	7	linked	link	VERB
gs-4120	89	8	to	to	ADP
gs-4120	89	9	national	national	ADJ
gs-4120	89	10	consumption	consumption	NOUN
gs-4120	89	11	,	,	PUNCT
gs-4120	89	12	alleviating	alleviate	VERB
gs-4120	89	13	daytime	daytime	ADJ
gs-4120	89	14	peaks	peak	NOUN
gs-4120	89	15	.	.	PUNCT
gs-4120	90	1	however	however	ADV
gs-4120	90	2	,	,	PUNCT
gs-4120	90	3	as	as	SCONJ
gs-4120	90	4	clouds	cloud	NOUN
gs-4120	90	5	move	move	VERB
gs-4120	90	6	across	across	ADP
gs-4120	90	7	solar	solar	ADJ
gs-4120	90	8	plants	plant	NOUN
gs-4120	90	9	,	,	PUNCT
gs-4120	90	10	their	their	PRON
gs-4120	90	11	generation	generation	NOUN
gs-4120	90	12	fluctuates	fluctuate	VERB
gs-4120	90	13	significantly	significantly	ADV
gs-4120	90	14	,	,	PUNCT
gs-4120	90	15	requiring	require	VERB
gs-4120	90	16	the	the	DET
gs-4120	90	17	integration	integration	NOUN
gs-4120	90	18	of	of	ADP
gs-4120	90	19	fast	fast	ADV
gs-4120	90	20	-	-	PUNCT
gs-4120	90	21	acting	act	VERB
gs-4120	90	22	power	power	NOUN
gs-4120	90	23	reserves	reserve	NOUN
gs-4120	90	24	into	into	ADP
gs-4120	90	25	the	the	DET
gs-4120	90	26	power	power	NOUN
gs-4120	90	27	system	system	NOUN
gs-4120	90	28	to	to	PART
gs-4120	90	29	manage	manage	VERB
gs-4120	90	30	the	the	DET
gs-4120	90	31	variability	variability	NOUN
gs-4120	90	32	of	of	ADP
gs-4120	90	33	solar	solar	ADJ
gs-4120	90	34	energy	energy	NOUN
gs-4120	90	35	.	.	PUNCT
gs-4120	91	1	to	to	PART
gs-4120	91	2	tackle	tackle	VERB
gs-4120	91	3	this	this	DET
gs-4120	91	4	issue	issue	NOUN
gs-4120	91	5	,	,	PUNCT
gs-4120	91	6	accumulator	accumulator	NOUN
gs-4120	91	7	batteries	battery	NOUN
gs-4120	91	8	with	with	ADP
gs-4120	91	9	optimal	optimal	ADJ
gs-4120	91	10	specifications	specification	NOUN
gs-4120	91	11	can	can	AUX
gs-4120	91	12	be	be	AUX
gs-4120	91	13	utilized	utilize	VERB
gs-4120	91	14	alongside	alongside	ADP
gs-4120	91	15	solar	solar	ADJ
gs-4120	91	16	plants	plant	NOUN
gs-4120	91	17	to	to	PART
gs-4120	91	18	ensure	ensure	VERB
gs-4120	91	19	stable	stable	ADJ
gs-4120	91	20	solar	solar	ADJ
gs-4120	91	21	generation	generation	NOUN
gs-4120	91	22	.	.	PUNCT
gs-4120	92	1	wind	wind	NOUN
gs-4120	92	2	power	power	NOUN
gs-4120	92	3	plants	plant	NOUN
gs-4120	92	4	,	,	PUNCT
gs-4120	92	5	unlike	unlike	ADP
gs-4120	92	6	solar	solar	ADJ
gs-4120	92	7	plants	plant	NOUN
gs-4120	92	8	,	,	PUNCT
gs-4120	92	9	typically	typically	ADV
gs-4120	92	10	show	show	VERB
gs-4120	92	11	little	little	ADJ
gs-4120	92	12	correlation	correlation	NOUN
gs-4120	92	13	with	with	ADP
gs-4120	92	14	overall	overall	ADJ
gs-4120	92	15	power	power	NOUN
gs-4120	92	16	system	system	NOUN
gs-4120	92	17	usage	usage	NOUN
gs-4120	92	18	;	;	PUNCT
gs-4120	92	19	moreover	moreover	ADV
gs-4120	92	20	,	,	PUNCT
gs-4120	92	21	wind	wind	NOUN
gs-4120	92	22	generation	generation	NOUN
gs-4120	92	23	can	can	AUX
gs-4120	92	24	suddenly	suddenly	ADV
gs-4120	92	25	increase	increase	VERB
gs-4120	92	26	during	during	ADP
gs-4120	92	27	peak	peak	NOUN
gs-4120	92	28	consumption	consumption	NOUN
gs-4120	92	29	or	or	CCONJ
gs-4120	92	30	decrease	decrease	NOUN
gs-4120	92	31	during	during	ADP
gs-4120	92	32	low	low	ADJ
gs-4120	92	33	consumption	consumption	NOUN
gs-4120	92	34	.	.	PUNCT
gs-4120	93	1	therefore	therefore	ADV
gs-4120	93	2	,	,	PUNCT
gs-4120	93	3	it	it	PRON
gs-4120	93	4	is	be	AUX
gs-4120	93	5	essential	essential	ADJ
gs-4120	93	6	to	to	PART
gs-4120	93	7	have	have	VERB
gs-4120	93	8	mechanisms	mechanism	NOUN
gs-4120	93	9	in	in	ADP
gs-4120	93	10	place	place	NOUN
gs-4120	93	11	to	to	PART
gs-4120	93	12	balance	balance	VERB
gs-4120	93	13	the	the	DET
gs-4120	93	14	energy	energy	NOUN
gs-4120	93	15	system	system	NOUN
gs-4120	93	16	,	,	PUNCT
gs-4120	93	17	addressing	address	VERB
gs-4120	93	18	both	both	DET
gs-4120	93	19	excessive	excessive	ADJ
gs-4120	93	20	consumption	consumption	NOUN
gs-4120	93	21	(	(	PUNCT
gs-4120	93	22	high	high	ADJ
gs-4120	93	23	peaks	peak	NOUN
gs-4120	93	24	,	,	PUNCT
gs-4120	93	25	loss	loss	NOUN
gs-4120	93	26	of	of	ADP
gs-4120	93	27	generation	generation	NOUN
gs-4120	93	28	)	)	PUNCT
gs-4120	93	29	and	and	CCONJ
gs-4120	93	30	excess	excess	ADJ
gs-4120	93	31	generation	generation	NOUN
gs-4120	93	32	.	.	PUNCT
gs-4120	94	1	implementing	implement	VERB
gs-4120	94	2	accumulator	accumulator	NOUN
gs-4120	94	3	batteries	battery	NOUN
gs-4120	94	4	may	may	AUX
gs-4120	94	5	serve	serve	VERB
gs-4120	94	6	as	as	ADP
gs-4120	94	7	a	a	DET
gs-4120	94	8	method	method	NOUN
gs-4120	94	9	for	for	ADP
gs-4120	94	10	integrating	integrate	VERB
gs-4120	94	11	highly	highly	ADV
gs-4120	94	12	variable	variable	ADJ
gs-4120	94	13	users	user	NOUN
gs-4120	94	14	into	into	ADP
gs-4120	94	15	the	the	DET
gs-4120	94	16	network	network	NOUN
gs-4120	94	17	.	.	PUNCT
gs-4120	95	1	integration	integration	NOUN
gs-4120	95	2	with	with	ADP
gs-4120	95	3	the	the	DET
gs-4120	95	4	european	european	ADJ
gs-4120	95	5	domestic	domestic	ADJ
gs-4120	95	6	energy	energy	NOUN
gs-4120	95	7	market	market	NOUN
gs-4120	95	8	is	be	AUX
gs-4120	95	9	crucial	crucial	ADJ
gs-4120	95	10	.	.	PUNCT
gs-4120	96	1	adapting	adapt	VERB
gs-4120	96	2	entsoe	entsoe	PROPN
gs-4120	96	3	network	network	NOUN
gs-4120	96	4	rules,67	rules,67	VERB
gs-4120	96	5	the	the	DET
gs-4120	96	6	georgian	georgian	ADJ
gs-4120	96	7	state	state	NOUN
gs-4120	96	8	electro	electro	NOUN
gs-4120	96	9	system	system	NOUN
gs-4120	96	10	aims	aim	VERB
gs-4120	96	11	to	to	PART
gs-4120	96	12	connect	connect	VERB
gs-4120	96	13	with	with	ADP
gs-4120	96	14	the	the	DET
gs-4120	96	15	european	european	ADJ
gs-4120	96	16	energy	energy	NOUN
gs-4120	96	17	market	market	NOUN
gs-4120	96	18	,	,	PUNCT
gs-4120	96	19	allowing	allow	VERB
gs-4120	96	20	our	our	PRON
gs-4120	96	21	energy	energy	NOUN
gs-4120	96	22	system	system	NOUN
gs-4120	96	23	to	to	PART
gs-4120	96	24	exchange	exchange	VERB
gs-4120	96	25	electricity	electricity	NOUN
gs-4120	96	26	with	with	ADP
gs-4120	96	27	europe	europe	PROPN
gs-4120	96	28	.	.	PUNCT
gs-4120	97	1	this	this	PRON
gs-4120	97	2	will	will	AUX
gs-4120	97	3	create	create	VERB
gs-4120	97	4	additional	additional	ADJ
gs-4120	97	5	opportunities	opportunity	NOUN
gs-4120	97	6	for	for	ADP
gs-4120	97	7	incorporating	incorporate	VERB
gs-4120	97	8	renewable	renewable	ADJ
gs-4120	97	9	energy	energy	NOUN
gs-4120	97	10	sources	source	NOUN
gs-4120	97	11	into	into	ADP
gs-4120	97	12	the	the	DET
gs-4120	97	13	network	network	NOUN
gs-4120	97	14	and	and	CCONJ
gs-4120	97	15	managing	manage	VERB
gs-4120	97	16	peak	peak	NOUN
gs-4120	97	17	consumption	consumption	NOUN
gs-4120	97	18	.	.	PUNCT
gs-4120	98	1	to	to	PART
gs-4120	98	2	convert	convert	VERB
gs-4120	98	3	the	the	DET
gs-4120	98	4	challenges	challenge	NOUN
gs-4120	98	5	of	of	ADP
gs-4120	98	6	integrating	integrate	VERB
gs-4120	98	7	solar	solar	ADJ
gs-4120	98	8	and	and	CCONJ
gs-4120	98	9	wind	wind	NOUN
gs-4120	98	10	energy	energy	NOUN
gs-4120	98	11	sources	source	NOUN
gs-4120	98	12	into	into	ADP
gs-4120	98	13	opportunities	opportunity	NOUN
gs-4120	98	14	for	for	ADP
gs-4120	98	15	georgia	georgia	PROPN
gs-4120	98	16	's	's	PART
gs-4120	98	17	energy	energy	NOUN
gs-4120	98	18	system	system	NOUN
gs-4120	98	19	,	,	PUNCT
gs-4120	98	20	gse	gse	PROPN
gs-4120	98	21	has	have	AUX
gs-4120	98	22	explored	explore	VERB
gs-4120	98	23	the	the	DET
gs-4120	98	24	integration	integration	NOUN
gs-4120	98	25	potential	potential	NOUN
gs-4120	98	26	of	of	ADP
gs-4120	98	27	renewable	renewable	ADJ
gs-4120	98	28	energy	energy	NOUN
gs-4120	98	29	sources	source	NOUN
gs-4120	98	30	into	into	ADP
gs-4120	98	31	the	the	DET
gs-4120	98	32	network	network	NOUN
gs-4120	98	33	with	with	ADP
gs-4120	98	34	assistance	assistance	NOUN
gs-4120	98	35	from	from	ADP
gs-4120	98	36	the	the	DET
gs-4120	98	37	european	european	PROPN
gs-4120	98	38	consulting	consulting	PROPN
gs-4120	98	39	company	company	NOUN
gs-4120	98	40	digsilent	digsilent	NOUN
gs-4120	98	41	.	.	PUNCT
gs-4120	99	1	this	this	DET
gs-4120	99	2	study	study	NOUN
gs-4120	99	3	will	will	AUX
gs-4120	99	4	assess	assess	VERB
gs-4120	99	5	the	the	DET
gs-4120	99	6	maximum	maximum	ADJ
gs-4120	99	7	capacity	capacity	NOUN
gs-4120	99	8	of	of	ADP
gs-4120	99	9	solar	solar	ADJ
gs-4120	99	10	and	and	CCONJ
gs-4120	99	11	wind	wind	NOUN
gs-4120	99	12	power	power	NOUN
gs-4120	99	13	plants	plant	NOUN
gs-4120	99	14	that	that	PRON
gs-4120	99	15	can	can	AUX
gs-4120	99	16	be	be	AUX
gs-4120	99	17	incorporated	incorporate	VERB
gs-4120	99	18	while	while	SCONJ
gs-4120	99	19	ensuring	ensure	VERB
gs-4120	99	20	reliable	reliable	ADJ
gs-4120	99	21	and	and	CCONJ
gs-4120	99	22	sustainable	sustainable	ADJ
gs-4120	99	23	network	network	NOUN
gs-4120	99	24	operations	operation	NOUN
gs-4120	99	25	.	.	PUNCT
gs-4120	100	1	additionally	additionally	ADV
gs-4120	100	2	,	,	PUNCT
gs-4120	100	3	with	with	ADP
gs-4120	100	4	support	support	NOUN
gs-4120	100	5	from	from	ADP
gs-4120	100	6	the	the	DET
gs-4120	100	7	european	european	PROPN
gs-4120	100	8	investment	investment	PROPN
gs-4120	100	9	bank	bank	PROPN
gs-4120	100	10	(	(	PUNCT
gs-4120	100	11	eib	eib	PROPN
gs-4120	100	12	)	)	PUNCT
gs-4120	100	13	,	,	PUNCT
gs-4120	100	14	research	research	NOUN
gs-4120	100	15	is	be	AUX
gs-4120	100	16	underway	underway	ADJ
gs-4120	100	17	on	on	ADP
gs-4120	100	18	energy	energy	NOUN
gs-4120	100	19	storage	storage	NOUN
gs-4120	100	20	solutions	solution	NOUN
gs-4120	100	21	,	,	PUNCT
gs-4120	100	22	including	include	VERB
gs-4120	100	23	hydro	hydro	NOUN
gs-4120	100	24	-	-	PUNCT
gs-4120	100	25	accumulating	accumulate	VERB
gs-4120	100	26	stations	station	NOUN
gs-4120	100	27	and	and	CCONJ
gs-4120	100	28	storage	storage	NOUN
gs-4120	100	29	batteries	battery	NOUN
gs-4120	100	30	.	.	PUNCT
gs-4120	101	1	the	the	DET
gs-4120	101	2	smart	smart	ADJ
gs-4120	101	3	grid	grid	NOUN
gs-4120	101	4	plays	play	VERB
gs-4120	101	5	a	a	DET
gs-4120	101	6	crucial	crucial	ADJ
gs-4120	101	7	role	role	NOUN
gs-4120	101	8	in	in	ADP
gs-4120	101	9	integrating	integrate	VERB
gs-4120	101	10	distributed	distribute	VERB
gs-4120	101	11	and	and	CCONJ
gs-4120	101	12	renewable	renewable	ADJ
gs-4120	101	13	energies	energy	NOUN
gs-4120	101	14	.	.	PUNCT
gs-4120	102	1	as	as	SCONJ
gs-4120	102	2	the	the	DET
gs-4120	102	3	processes	process	NOUN
gs-4120	102	4	of	of	ADP
gs-4120	102	5	electricity	electricity	NOUN
gs-4120	102	6	generation	generation	NOUN
gs-4120	102	7	,	,	PUNCT
gs-4120	102	8	transmission	transmission	NOUN
gs-4120	102	9	,	,	PUNCT
gs-4120	102	10	and	and	CCONJ
gs-4120	102	11	storage	storage	NOUN
gs-4120	102	12	become	become	VERB
gs-4120	102	13	more	more	ADV
gs-4120	102	14	intensive	intensive	ADJ
gs-4120	102	15	and	and	CCONJ
gs-4120	102	16	unpredictable	unpredictable	ADJ
gs-4120	102	17	,	,	PUNCT
gs-4120	102	18	it	it	PRON
gs-4120	102	19	is	be	AUX
gs-4120	102	20	vital	vital	ADJ
gs-4120	102	21	for	for	SCONJ
gs-4120	102	22	distribution	distribution	NOUN
gs-4120	102	23	system	system	NOUN
gs-4120	102	24	operators	operator	NOUN
gs-4120	102	25	to	to	PART
gs-4120	102	26	manage	manage	VERB
gs-4120	102	27	the	the	DET
gs-4120	102	28	loads	load	NOUN
gs-4120	102	29	of	of	ADP
gs-4120	102	30	connected	connected	ADJ
gs-4120	102	31	users	user	NOUN
gs-4120	102	32	,	,	PUNCT
gs-4120	102	33	while	while	SCONJ
gs-4120	102	34	transmission	transmission	NOUN
gs-4120	102	35	system	system	NOUN
gs-4120	102	36	operators	operator	NOUN
gs-4120	102	37	oversee	oversee	VERB
gs-4120	102	38	their	their	PRON
gs-4120	102	39	consumption	consumption	NOUN
gs-4120	102	40	and	and	CCONJ
gs-4120	102	41	that	that	PRON
gs-4120	102	42	of	of	ADP
gs-4120	102	43	distribution	distribution	NOUN
gs-4120	102	44	operators	operator	NOUN
gs-4120	102	45	.	.	PUNCT
gs-4120	103	1	to	to	PART
gs-4120	103	2	facilitate	facilitate	VERB
gs-4120	103	3	this	this	PRON
gs-4120	103	4	,	,	PUNCT
gs-4120	103	5	all	all	DET
gs-4120	103	6	entities	entity	NOUN
gs-4120	103	7	involved	involve	VERB
gs-4120	103	8	in	in	ADP
gs-4120	103	9	generation	generation	NOUN
gs-4120	103	10	,	,	PUNCT
gs-4120	103	11	transmission	transmission	NOUN
gs-4120	103	12	,	,	PUNCT
gs-4120	103	13	67	67	NUM
gs-4120	103	14	https://www.entsoe.eu/network_codes/	https://www.entsoe.eu/network_codes/	PROPN
gs-4120	104	1	last	last	ADV
gs-4120	104	2	seen	see	VERB
gs-4120	104	3	06/09/2025	06/09/2025	NUM
gs-4120	104	4	georgian	georgian	ADJ
gs-4120	104	5	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4120	104	6	მეცნიერები	მეცნიერები	NOUN
gs-4120	104	7	ტ.	ტ.	VERB
gs-4120	104	8	7	7	NUM
gs-4120	104	9	n	n	PRON
gs-4120	104	10	3	3	NUM
gs-4120	104	11	,	,	PUNCT
gs-4120	104	12	2025	2025	NUM
gs-4120	104	13	683	683	NUM
gs-4120	104	14	distribution	distribution	NOUN
gs-4120	104	15	,	,	PUNCT
gs-4120	104	16	consumption	consumption	NOUN
gs-4120	104	17	,	,	PUNCT
gs-4120	104	18	and	and	CCONJ
gs-4120	104	19	storage	storage	NOUN
gs-4120	104	20	must	must	AUX
gs-4120	104	21	be	be	AUX
gs-4120	104	22	integrated	integrate	VERB
gs-4120	104	23	into	into	ADP
gs-4120	104	24	a	a	DET
gs-4120	104	25	smart	smart	ADJ
gs-4120	104	26	network	network	NOUN
gs-4120	104	27	that	that	PRON
gs-4120	104	28	manages	manage	VERB
gs-4120	104	29	consumption	consumption	NOUN
gs-4120	104	30	and	and	CCONJ
gs-4120	104	31	generation	generation	NOUN
gs-4120	104	32	at	at	ADP
gs-4120	104	33	various	various	ADJ
gs-4120	104	34	levels	level	NOUN
gs-4120	104	35	to	to	PART
gs-4120	104	36	ensure	ensure	VERB
gs-4120	104	37	energy	energy	NOUN
gs-4120	104	38	system	system	NOUN
gs-4120	104	39	reliability	reliability	NOUN
gs-4120	104	40	.	.	PUNCT
gs-4120	105	1	according	accord	VERB
gs-4120	105	2	to	to	ADP
gs-4120	105	3	the	the	DET
gs-4120	105	4	diagram	diagram	NOUN
gs-4120	105	5	1	1	NUM
gs-4120	105	6	,	,	PUNCT
gs-4120	105	7	17.5	17.5	NUM
gs-4120	105	8	-	-	SYM
gs-4120	105	9	18	18	NUM
gs-4120	105	10	%	%	NOUN
gs-4120	105	11	of	of	ADP
gs-4120	105	12	power	power	NOUN
gs-4120	105	13	generation	generation	NOUN
gs-4120	105	14	will	will	AUX
gs-4120	105	15	come	come	VERB
gs-4120	105	16	from	from	ADP
gs-4120	105	17	renewables	renewable	NOUN
gs-4120	105	18	.	.	PUNCT
gs-4120	106	1	when	when	SCONJ
gs-4120	106	2	power	power	NOUN
gs-4120	106	3	systems	system	NOUN
gs-4120	106	4	feature	feature	VERB
gs-4120	106	5	15%-30	15%-30	NUM
gs-4120	106	6	%	%	NOUN
gs-4120	106	7	of	of	ADP
gs-4120	106	8	renewable	renewable	ADJ
gs-4120	106	9	energy	energy	NOUN
gs-4120	106	10	sources	source	NOUN
gs-4120	106	11	,	,	PUNCT
gs-4120	106	12	forecasting	forecast	VERB
gs-4120	106	13	the	the	DET
gs-4120	106	14	capacity	capacity	NOUN
gs-4120	106	15	obtained	obtain	VERB
gs-4120	106	16	from	from	ADP
gs-4120	106	17	renewable	renewable	ADJ
gs-4120	106	18	resources	resource	NOUN
gs-4120	106	19	in	in	ADP
gs-4120	106	20	line	line	NOUN
gs-4120	106	21	with	with	ADP
gs-4120	106	22	current	current	ADJ
gs-4120	106	23	demand	demand	NOUN
gs-4120	106	24	becomes	become	VERB
gs-4120	106	25	increasingly	increasingly	ADV
gs-4120	106	26	important	important	ADJ
gs-4120	106	27	.	.	PUNCT
gs-4120	107	1	(	(	PUNCT
gs-4120	107	2	rhatrif	rhatrif	PROPN
gs-4120	107	3	a.e	a.e	PROPN
gs-4120	107	4	;	;	PUNCT
gs-4120	107	5	et	et	PROPN
gs-4120	107	6	.	.	PUNCT
gs-4120	108	1	al	al	PROPN
gs-4120	108	2	,	,	PUNCT
gs-4120	108	3	2024	2024	NUM
gs-4120	108	4	)	)	PUNCT
gs-4120	108	5	therefore	therefore	ADV
gs-4120	108	6	,	,	PUNCT
gs-4120	108	7	the	the	DET
gs-4120	108	8	need	need	NOUN
gs-4120	108	9	for	for	ADP
gs-4120	108	10	smart	smart	ADJ
gs-4120	108	11	technologies	technology	NOUN
gs-4120	108	12	is	be	AUX
gs-4120	108	13	significant	significant	ADJ
gs-4120	108	14	.	.	PUNCT
gs-4120	109	1	artificial	artificial	ADJ
gs-4120	109	2	intelligence	intelligence	NOUN
gs-4120	109	3	techniques	technique	NOUN
gs-4120	109	4	and	and	CCONJ
gs-4120	109	5	their	their	PRON
gs-4120	109	6	applications	application	NOUN
gs-4120	109	7	in	in	ADP
gs-4120	109	8	electric	electric	ADJ
gs-4120	109	9	power	power	NOUN
gs-4120	109	10	.	.	PUNCT
gs-4120	110	1	load	load	NOUN
gs-4120	110	2	prediction	prediction	NOUN
gs-4120	110	3	artificial	artificial	ADJ
gs-4120	110	4	intelligence	intelligence	NOUN
gs-4120	110	5	neural	neural	ADJ
gs-4120	110	6	networks	network	NOUN
gs-4120	110	7	are	be	AUX
gs-4120	110	8	used	use	VERB
gs-4120	110	9	to	to	PART
gs-4120	110	10	forecast	forecast	VERB
gs-4120	110	11	electricity	electricity	NOUN
gs-4120	110	12	demand	demand	NOUN
gs-4120	110	13	,	,	PUNCT
gs-4120	110	14	which	which	PRON
gs-4120	110	15	is	be	AUX
gs-4120	110	16	essential	essential	ADJ
gs-4120	110	17	for	for	ADP
gs-4120	110	18	providing	provide	VERB
gs-4120	110	19	reliable	reliable	ADJ
gs-4120	110	20	and	and	CCONJ
gs-4120	110	21	efficient	efficient	ADJ
gs-4120	110	22	power	power	NOUN
gs-4120	110	23	supplies	supply	NOUN
gs-4120	110	24	to	to	ADP
gs-4120	110	25	network	network	NOUN
gs-4120	110	26	operators	operator	NOUN
gs-4120	110	27	.	.	PUNCT
gs-4120	111	1	neural	neural	ADJ
gs-4120	111	2	networks	network	NOUN
gs-4120	111	3	can	can	AUX
gs-4120	111	4	accurately	accurately	ADV
gs-4120	111	5	predict	predict	VERB
gs-4120	111	6	future	future	ADJ
gs-4120	111	7	energy	energy	NOUN
gs-4120	111	8	consumption	consumption	NOUN
gs-4120	111	9	by	by	ADP
gs-4120	111	10	considering	consider	VERB
gs-4120	111	11	a	a	DET
gs-4120	111	12	wide	wide	ADJ
gs-4120	111	13	range	range	NOUN
gs-4120	111	14	of	of	ADP
gs-4120	111	15	characteristics	characteristic	NOUN
gs-4120	111	16	such	such	ADJ
gs-4120	111	17	as	as	ADP
gs-4120	111	18	the	the	DET
gs-4120	111	19	weather	weather	NOUN
gs-4120	111	20	,	,	PUNCT
gs-4120	111	21	time	time	NOUN
gs-4120	111	22	of	of	ADP
gs-4120	111	23	day	day	NOUN
gs-4120	111	24	,	,	PUNCT
gs-4120	111	25	and	and	CCONJ
gs-4120	111	26	prior	prior	ADJ
gs-4120	111	27	demand	demand	NOUN
gs-4120	111	28	.	.	PUNCT
gs-4120	112	1	renewable	renewable	ADJ
gs-4120	112	2	energy	energy	NOUN
gs-4120	112	3	prediction	prediction	NOUN
gs-4120	112	4	:	:	PUNCT
gs-4120	112	5	artificial	artificial	ADJ
gs-4120	112	6	neural	neural	ADJ
gs-4120	112	7	networks	network	NOUN
gs-4120	112	8	can	can	AUX
gs-4120	112	9	also	also	ADV
gs-4120	112	10	anticipate	anticipate	VERB
gs-4120	112	11	the	the	DET
gs-4120	112	12	effects	effect	NOUN
gs-4120	112	13	of	of	ADP
gs-4120	112	14	renewable	renewable	ADJ
gs-4120	112	15	energy	energy	NOUN
gs-4120	112	16	sources	source	NOUN
gs-4120	112	17	such	such	ADJ
gs-4120	112	18	as	as	ADP
gs-4120	112	19	solar	solar	ADJ
gs-4120	112	20	and	and	CCONJ
gs-4120	112	21	wind	wind	NOUN
gs-4120	112	22	energy	energy	NOUN
gs-4120	112	23	,	,	PUNCT
gs-4120	112	24	which	which	PRON
gs-4120	112	25	can	can	AUX
gs-4120	112	26	be	be	AUX
gs-4120	112	27	highly	highly	ADV
gs-4120	112	28	unpredictable	unpredictable	ADJ
gs-4120	112	29	and	and	CCONJ
gs-4120	112	30	challenging	challenging	ADJ
gs-4120	112	31	to	to	PART
gs-4120	112	32	forecast	forecast	VERB
gs-4120	112	33	.	.	PUNCT
gs-4120	113	1	by	by	ADP
gs-4120	113	2	accurately	accurately	ADV
gs-4120	113	3	predicting	predict	VERB
gs-4120	113	4	renewable	renewable	ADJ
gs-4120	113	5	energy	energy	NOUN
gs-4120	113	6	generation	generation	NOUN
gs-4120	113	7	,	,	PUNCT
gs-4120	113	8	neural	neural	ADJ
gs-4120	113	9	networks	network	NOUN
gs-4120	113	10	can	can	AUX
gs-4120	113	11	assist	assist	VERB
gs-4120	113	12	network	network	NOUN
gs-4120	113	13	operators	operator	NOUN
gs-4120	113	14	in	in	ADP
gs-4120	113	15	more	more	ADV
gs-4120	113	16	efficiently	efficiently	ADV
gs-4120	113	17	and	and	CCONJ
gs-4120	113	18	effectively	effectively	ADV
gs-4120	113	19	integrating	integrate	VERB
gs-4120	113	20	these	these	DET
gs-4120	113	21	resources	resource	NOUN
gs-4120	113	22	into	into	ADP
gs-4120	113	23	their	their	PRON
gs-4120	113	24	network	network	NOUN
gs-4120	113	25	.	.	PUNCT
gs-4120	114	1	energy	energy	NOUN
gs-4120	114	2	optimization	optimization	NOUN
gs-4120	114	3	neural	neural	ADJ
gs-4120	114	4	networks	network	NOUN
gs-4120	114	5	can	can	AUX
gs-4120	114	6	optimize	optimize	VERB
gs-4120	114	7	energy	energy	NOUN
gs-4120	114	8	systems	system	NOUN
gs-4120	114	9	by	by	ADP
gs-4120	114	10	determining	determine	VERB
gs-4120	114	11	the	the	DET
gs-4120	114	12	best	good	ADJ
gs-4120	114	13	schedule	schedule	NOUN
gs-4120	114	14	for	for	ADP
gs-4120	114	15	power	power	NOUN
gs-4120	114	16	plants	plant	NOUN
gs-4120	114	17	,	,	PUNCT
gs-4120	114	18	distributing	distribute	VERB
gs-4120	114	19	energy	energy	NOUN
gs-4120	114	20	resources	resource	NOUN
gs-4120	114	21	,	,	PUNCT
gs-4120	114	22	and	and	CCONJ
gs-4120	114	23	establishing	establish	VERB
gs-4120	114	24	energy	energy	NOUN
gs-4120	114	25	management	management	NOUN
gs-4120	114	26	systems	system	NOUN
gs-4120	114	27	.	.	PUNCT
gs-4120	115	1	they	they	PRON
gs-4120	115	2	can	can	AUX
gs-4120	115	3	analyze	analyze	VERB
gs-4120	115	4	trends	trend	NOUN
gs-4120	115	5	based	base	VERB
gs-4120	115	6	on	on	ADP
gs-4120	115	7	historical	historical	ADJ
gs-4120	115	8	data	datum	NOUN
gs-4120	115	9	.	.	PUNCT
gs-4120	116	1	detection	detection	NOUN
gs-4120	116	2	and	and	CCONJ
gs-4120	116	3	diagnosis	diagnosis	NOUN
gs-4120	116	4	of	of	ADP
gs-4120	116	5	faults	fault	NOUN
gs-4120	116	6	neural	neural	ADJ
gs-4120	116	7	networks	network	NOUN
gs-4120	116	8	can	can	AUX
gs-4120	116	9	detect	detect	VERB
gs-4120	116	10	and	and	CCONJ
gs-4120	116	11	diagnose	diagnose	NOUN
gs-4120	116	12	faults	fault	NOUN
gs-4120	116	13	in	in	ADP
gs-4120	116	14	energy	energy	NOUN
gs-4120	116	15	systems	system	NOUN
gs-4120	116	16	,	,	PUNCT
gs-4120	116	17	such	such	ADJ
gs-4120	116	18	as	as	ADP
gs-4120	116	19	determining	determine	VERB
gs-4120	116	20	the	the	DET
gs-4120	116	21	cause	cause	NOUN
gs-4120	116	22	of	of	ADP
gs-4120	116	23	power	power	NOUN
gs-4120	116	24	outages	outage	NOUN
gs-4120	116	25	or	or	CCONJ
gs-4120	116	26	pinpointing	pinpoint	VERB
gs-4120	116	27	equipment	equipment	NOUN
gs-4120	116	28	malfunctions	malfunction	NOUN
gs-4120	116	29	.	.	PUNCT
gs-4120	117	1	by	by	ADP
gs-4120	117	2	swiftly	swiftly	ADV
gs-4120	117	3	recognizing	recognize	VERB
gs-4120	117	4	and	and	CCONJ
gs-4120	117	5	diagnosing	diagnose	VERB
gs-4120	117	6	defects	defect	NOUN
gs-4120	117	7	neural	neural	ADJ
gs-4120	117	8	networks	network	NOUN
gs-4120	117	9	can	can	AUX
gs-4120	117	10	assist	assist	VERB
gs-4120	117	11	reduce	reduce	VERB
gs-4120	117	12	power	power	NOUN
gs-4120	117	13	outages	outage	NOUN
gs-4120	117	14	by	by	ADP
gs-4120	117	15	shortening	shorten	VERB
gs-4120	117	16	response	response	NOUN
gs-4120	117	17	time	time	NOUN
gs-4120	117	18	and	and	CCONJ
gs-4120	117	19	enhancing	enhance	VERB
gs-4120	117	20	system	system	NOUN
gs-4120	117	21	reliability	reliability	NOUN
gs-4120	117	22	.	.	PUNCT
gs-4120	118	1	energy	energy	NOUN
gs-4120	118	2	trading	trading	NOUN
gs-4120	118	3	and	and	CCONJ
gs-4120	118	4	prices	price	NOUN
gs-4120	118	5	neural	neural	ADJ
gs-4120	118	6	networks	network	NOUN
gs-4120	118	7	can	can	AUX
gs-4120	118	8	model	model	VERB
gs-4120	118	9	and	and	CCONJ
gs-4120	118	10	project	project	VERB
gs-4120	118	11	energy	energy	NOUN
gs-4120	118	12	prices	price	NOUN
gs-4120	118	13	,	,	PUNCT
gs-4120	118	14	enabling	enable	VERB
gs-4120	118	15	traders	trader	NOUN
gs-4120	118	16	to	to	PART
gs-4120	118	17	make	make	VERB
gs-4120	118	18	more	more	ADV
gs-4120	118	19	informed	informed	ADJ
gs-4120	118	20	purchasing	purchasing	NOUN
gs-4120	118	21	and	and	CCONJ
gs-4120	118	22	selling	selling	NOUN
gs-4120	118	23	decisions	decision	NOUN
gs-4120	118	24	.	.	PUNCT
gs-4120	119	1	they	they	PRON
gs-4120	119	2	can	can	AUX
gs-4120	119	3	assess	assess	VERB
gs-4120	119	4	a	a	DET
gs-4120	119	5	wide	wide	ADJ
gs-4120	119	6	range	range	NOUN
gs-4120	119	7	of	of	ADP
gs-4120	119	8	factors	factor	NOUN
gs-4120	119	9	affecting	affect	VERB
gs-4120	119	10	energy	energy	NOUN
gs-4120	119	11	prices	price	NOUN
gs-4120	119	12	,	,	PUNCT
gs-4120	119	13	such	such	ADJ
gs-4120	119	14	as	as	ADP
gs-4120	119	15	supply	supply	NOUN
gs-4120	119	16	and	and	CCONJ
gs-4120	119	17	demand	demand	NOUN
gs-4120	119	18	and	and	CCONJ
gs-4120	119	19	weather	weather	NOUN
gs-4120	119	20	.	.	PUNCT
gs-4120	120	1	conclusion	conclusion	PROPN
gs-4120	120	2	georgia	georgia	PROPN
gs-4120	120	3	's	's	PART
gs-4120	120	4	energy	energy	NOUN
gs-4120	120	5	sector	sector	NOUN
gs-4120	120	6	is	be	AUX
gs-4120	120	7	at	at	ADP
gs-4120	120	8	a	a	DET
gs-4120	120	9	crossroads	crossroad	NOUN
gs-4120	120	10	,	,	PUNCT
gs-4120	120	11	facing	face	VERB
gs-4120	120	12	a	a	DET
gs-4120	120	13	complex	complex	ADJ
gs-4120	120	14	interplay	interplay	NOUN
gs-4120	120	15	of	of	ADP
gs-4120	120	16	infrastructure	infrastructure	NOUN
gs-4120	120	17	constraints	constraint	NOUN
gs-4120	120	18	,	,	PUNCT
gs-4120	120	19	rising	rise	VERB
gs-4120	120	20	demand	demand	NOUN
gs-4120	120	21	,	,	PUNCT
gs-4120	120	22	and	and	CCONJ
gs-4120	120	23	the	the	DET
gs-4120	120	24	evolving	evolve	VERB
gs-4120	120	25	dynamics	dynamic	NOUN
gs-4120	120	26	of	of	ADP
gs-4120	120	27	liberalized	liberalize	VERB
gs-4120	120	28	energy	energy	NOUN
gs-4120	120	29	markets	market	NOUN
gs-4120	120	30	.	.	PUNCT
gs-4120	121	1	the	the	DET
gs-4120	121	2	integration	integration	NOUN
gs-4120	121	3	of	of	ADP
gs-4120	121	4	renewable	renewable	ADJ
gs-4120	121	5	energy	energy	NOUN
gs-4120	121	6	sources	source	NOUN
gs-4120	121	7	,	,	PUNCT
gs-4120	121	8	along	along	ADP
gs-4120	121	9	with	with	ADP
gs-4120	121	10	the	the	DET
gs-4120	121	11	need	need	NOUN
gs-4120	121	12	to	to	PART
gs-4120	121	13	combat	combat	VERB
gs-4120	121	14	climate	climate	NOUN
gs-4120	121	15	change	change	NOUN
gs-4120	121	16	,	,	PUNCT
gs-4120	121	17	underscores	underscore	VERB
gs-4120	121	18	the	the	DET
gs-4120	121	19	significance	significance	NOUN
gs-4120	121	20	of	of	ADP
gs-4120	121	21	adaptive	adaptive	ADJ
gs-4120	121	22	and	and	CCONJ
gs-4120	121	23	intelligent	intelligent	ADJ
gs-4120	121	24	energy	energy	NOUN
gs-4120	121	25	management	management	NOUN
gs-4120	121	26	systems	system	NOUN
gs-4120	121	27	.	.	PUNCT
gs-4120	122	1	artificial	artificial	ADJ
gs-4120	122	2	intelligence	intelligence	NOUN
gs-4120	122	3	emerges	emerge	VERB
gs-4120	122	4	as	as	ADP
gs-4120	122	5	a	a	DET
gs-4120	122	6	transformative	transformative	ADJ
gs-4120	122	7	tool	tool	NOUN
gs-4120	122	8	in	in	ADP
gs-4120	122	9	this	this	DET
gs-4120	122	10	context	context	NOUN
gs-4120	122	11	,	,	PUNCT
gs-4120	122	12	offering	offer	VERB
gs-4120	122	13	innovative	innovative	ADJ
gs-4120	122	14	solutions	solution	NOUN
gs-4120	122	15	to	to	PART
gs-4120	122	16	enhance	enhance	VERB
gs-4120	122	17	operational	operational	ADJ
gs-4120	122	18	efficiency	efficiency	NOUN
gs-4120	122	19	,	,	PUNCT
gs-4120	122	20	ensure	ensure	VERB
gs-4120	122	21	energy	energy	NOUN
gs-4120	122	22	security	security	NOUN
gs-4120	122	23	,	,	PUNCT
gs-4120	122	24	and	and	CCONJ
gs-4120	122	25	promote	promote	VERB
gs-4120	122	26	georgian	georgian	ADJ
gs-4120	122	27	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4120	122	28	მეცნიერები	მეცნიერები	NOUN
gs-4120	122	29	ტ.	ტ.	VERB
gs-4120	122	30	7	7	NUM
gs-4120	122	31	n	n	DET
gs-4120	122	32	3	3	NUM
gs-4120	122	33	,	,	PUNCT
gs-4120	122	34	2025	2025	NUM
gs-4120	122	35	684	684	NUM
gs-4120	122	36	sustainable	sustainable	ADJ
gs-4120	122	37	growth	growth	NOUN
gs-4120	122	38	.	.	PUNCT
gs-4120	123	1	georgia	georgia	PROPN
gs-4120	123	2	can	can	AUX
gs-4120	123	3	tackle	tackle	VERB
gs-4120	123	4	its	its	PRON
gs-4120	123	5	current	current	ADJ
gs-4120	123	6	challenges	challenge	NOUN
gs-4120	123	7	and	and	CCONJ
gs-4120	123	8	position	position	VERB
gs-4120	123	9	its	its	PRON
gs-4120	123	10	energy	energy	NOUN
gs-4120	123	11	system	system	NOUN
gs-4120	123	12	for	for	ADP
gs-4120	123	13	a	a	DET
gs-4120	123	14	resilient	resilient	ADJ
gs-4120	123	15	,	,	PUNCT
gs-4120	123	16	reliable	reliable	ADJ
gs-4120	123	17	,	,	PUNCT
gs-4120	123	18	and	and	CCONJ
gs-4120	123	19	sustainable	sustainable	ADJ
gs-4120	123	20	future	future	NOUN
gs-4120	123	21	by	by	ADP
gs-4120	123	22	embracing	embrace	VERB
gs-4120	123	23	ai	ai	ADJ
gs-4120	123	24	-	-	PUNCT
gs-4120	123	25	driven	drive	VERB
gs-4120	123	26	technologies	technology	NOUN
gs-4120	123	27	that	that	PRON
gs-4120	123	28	align	align	VERB
gs-4120	123	29	with	with	ADP
gs-4120	123	30	global	global	ADJ
gs-4120	123	31	development	development	NOUN
gs-4120	123	32	goals	goal	NOUN
gs-4120	123	33	.	.	PUNCT
gs-4120	124	1	bibliography	bibliography	NOUN
gs-4120	124	2	1	1	NUM
gs-4120	124	3	.	.	PUNCT
gs-4120	124	4	rhatrif	rhatrif	PROPN
gs-4120	124	5	ei	ei	PROPN
gs-4120	124	6	abderrahmane	abderrahmane	PROPN
gs-4120	124	7	,	,	PUNCT
gs-4120	124	8	bouchra	bouchra	NOUN
gs-4120	124	9	bouihia	bouihia	NOUN
gs-4120	124	10	,	,	PUNCT
gs-4120	124	11	mohammed	mohammed	PROPN
gs-4120	124	12	mestaria	mestaria	PROPN
gs-4120	124	13	,	,	PUNCT
gs-4120	124	14	challenges	challenge	NOUN
gs-4120	124	15	and	and	CCONJ
gs-4120	124	16	limitations	limitation	NOUN
gs-4120	124	17	of	of	ADP
gs-4120	124	18	artificial	artificial	ADJ
gs-4120	124	19	intelligence	intelligence	NOUN
gs-4120	124	20	implementation	implementation	NOUN
gs-4120	124	21	in	in	ADP
gs-4120	124	22	modern	modern	ADJ
gs-4120	124	23	power	power	NOUN
gs-4120	124	24	grid	grid	NOUN
gs-4120	124	25	,	,	PUNCT
gs-4120	124	26	procedia	procedia	NOUN
gs-4120	124	27	computer	computer	NOUN
gs-4120	124	28	science	science	NOUN
gs-4120	124	29	236	236	NUM
gs-4120	124	30	(	(	PUNCT
gs-4120	124	31	2024	2024	NUM
gs-4120	124	32	)	)	PUNCT
gs-4120	124	33	83–92	83–92	NUM
gs-4120	124	34	2	2	NUM
gs-4120	124	35	.	.	PUNCT
gs-4120	124	36	makala	makala	PROPN
gs-4120	124	37	b	b	PROPN
gs-4120	124	38	,	,	PUNCT
gs-4120	124	39	tonci	tonci	NOUN
gs-4120	124	40	bakovic	bakovic	ADJ
gs-4120	124	41	t.	t.	PROPN
gs-4120	124	42	artificial	artificial	ADJ
gs-4120	124	43	intelligence	intelligence	NOUN
gs-4120	124	44	in	in	ADP
gs-4120	124	45	the	the	DET
gs-4120	124	46	power	power	NOUN
gs-4120	124	47	sector	sector	NOUN
gs-4120	124	48	,	,	PUNCT
gs-4120	124	49	2020	2020	NUM
gs-4120	124	50	ifc	ifc	NOUN
gs-4120	124	51	,	,	PUNCT
gs-4120	124	52	http://www.ifc.org/thoughtleadership	http://www.ifc.org/thoughtleadership	NOUN
gs-4120	124	53	3	3	NUM
gs-4120	124	54	.	.	NOUN
gs-4120	124	55	omitaomu	omitaomu	NOUN
gs-4120	124	56	o.	o.	PROPN
gs-4120	124	57	a.	a.	PROPN
gs-4120	124	58	and	and	CCONJ
gs-4120	124	59	niu	niu	PROPN
gs-4120	124	60	h.	h.	PROPN
gs-4120	124	61	(	(	PUNCT
gs-4120	124	62	2021	2021	NUM
gs-4120	124	63	)	)	PUNCT
gs-4120	124	64	“	"	PUNCT
gs-4120	124	65	artificial	artificial	ADJ
gs-4120	124	66	intelligence	intelligence	NOUN
gs-4120	124	67	techniques	technique	NOUN
gs-4120	124	68	in	in	ADP
gs-4120	124	69	smart	smart	ADJ
gs-4120	124	70	grid	grid	NOUN
gs-4120	124	71	:	:	PUNCT
gs-4120	124	72	a	a	DET
gs-4120	124	73	survey	survey	NOUN
gs-4120	124	74	.	.	PUNCT
gs-4120	124	75	”	"	PUNCT
gs-4120	125	1	smart	smart	ADJ
gs-4120	125	2	cities	city	NOUN
gs-4120	125	3	,	,	PUNCT
gs-4120	125	4	vol	vol	NOUN
gs-4120	125	5	.	.	PROPN
gs-4120	125	6	4	4	NUM
gs-4120	125	7	,	,	PUNCT
gs-4120	125	8	no	no	INTJ
gs-4120	125	9	.	.	NOUN
gs-4120	125	10	2	2	NUM
gs-4120	125	11	,	,	PUNCT
gs-4120	125	12	pp	pp	ADJ
gs-4120	125	13	.	.	PUNCT
gs-4120	126	1	548–568	548–568	NUM
gs-4120	126	2	,	,	PUNCT
gs-4120	126	3	4	4	NUM
gs-4120	126	4	.	.	X
gs-4120	126	5	szczepaniuk	szczepaniuk	PROPN
gs-4120	126	6	h.	h.	PROPN
gs-4120	126	7	and	and	CCONJ
gs-4120	126	8	szczepaniuk	szczepaniuk	PROPN
gs-4120	126	9	e.	e.	PROPN
gs-4120	126	10	k.	k.	PROPN
gs-4120	126	11	(	(	PUNCT
gs-4120	126	12	2023	2023	NUM
gs-4120	126	13	)	)	PUNCT
gs-4120	126	14	“	"	PUNCT
gs-4120	126	15	applications	application	NOUN
gs-4120	126	16	of	of	ADP
gs-4120	126	17	artificial	artificial	ADJ
gs-4120	126	18	intelligence	intelligence	NOUN
gs-4120	126	19	algorithms	algorithm	NOUN
gs-4120	126	20	in	in	ADP
gs-4120	126	21	the	the	DET
gs-4120	126	22	energy	energy	NOUN
gs-4120	126	23	sector	sector	NOUN
gs-4120	126	24	,	,	PUNCT
gs-4120	126	25	”	"	PUNCT
gs-4120	126	26	energies	energy	NOUN
gs-4120	126	27	,	,	PUNCT
gs-4120	126	28	vol	vol	NOUN
gs-4120	126	29	.	.	PROPN
gs-4120	127	1	16	16	NUM
gs-4120	127	2	,	,	PUNCT
gs-4120	127	3	no	no	INTJ
gs-4120	127	4	.	.	NOUN
gs-4120	127	5	1	1	NUM
gs-4120	127	6	,	,	PUNCT
gs-4120	127	7	p.	p.	NOUN
gs-4120	127	8	347	347	NUM
gs-4120	127	9	,	,	PUNCT
gs-4120	127	10	jan	jan	PROPN
gs-4120	127	11	.	.	PROPN
gs-4120	127	12	2023	2023	NUM
gs-4120	127	13	,	,	PUNCT
gs-4120	127	14	5	5	NUM
gs-4120	127	15	.	.	PUNCT
gs-4120	128	1	vaughan	vaughan	PROPN
gs-4120	128	2	,	,	PUNCT
gs-4120	128	3	adam	adam	PROPN
gs-4120	128	4	.	.	PUNCT
gs-4120	128	5	2018	2018	NUM
gs-4120	128	6	.	.	PUNCT
gs-4120	129	1	“	"	PUNCT
gs-4120	129	2	ai	ai	VERB
gs-4120	129	3	and	and	CCONJ
gs-4120	129	4	drones	drone	NOUN
gs-4120	129	5	turn	turn	VERB
gs-4120	129	6	an	an	DET
gs-4120	129	7	eye	eye	NOUN
gs-4120	129	8	towards	towards	ADP
gs-4120	129	9	uk	uk	PROPN
gs-4120	129	10	’s	’s	PART
gs-4120	129	11	energy	energy	NOUN
gs-4120	129	12	infrastructure	infrastructure	NOUN
gs-4120	129	13	.	.	PUNCT
gs-4120	129	14	”	"	PUNCT
gs-4120	130	1	theguardian.com	theguardian.com	X
gs-4120	130	2	,	,	PUNCT
gs-4120	130	3	december	december	PROPN
gs-4120	130	4	2	2	NUM
gs-4120	130	5	,	,	PUNCT
gs-4120	130	6	2018	2018	NUM
gs-4120	130	7	.	.	PUNCT
gs-4120	131	1	https://www	https://www	PROPN
gs-4120	131	2	.	.	PUNCT
gs-4120	132	1	theguardian.com/business/2018/dec/02/ai-and-drones-turn-an-eye-towards-uksenergy-infrastructure	theguardian.com/business/2018/dec/02/ai-and-drones-turn-an-eye-towards-uksenergy-infrastructure	NOUN
gs-4120	132	2	6	6	NUM
gs-4120	132	3	.	.	PUNCT
gs-4120	132	4	entso	entso	NOUN
gs-4120	132	5	-	-	PUNCT
gs-4120	132	6	e	e	NOUN
gs-4120	132	7	network	network	NOUN
gs-4120	132	8	rules	rule	VERB
gs-4120	132	9	https://www.entsoe.eu/network_codes	https://www.entsoe.eu/network_codes	PROPN
gs-4120	132	10	7	7	NUM
gs-4120	132	11	.	.	PUNCT
gs-4120	132	12	international	international	ADJ
gs-4120	132	13	energy	energy	NOUN
gs-4120	132	14	agency	agency	NOUN
gs-4120	132	15	https://www.iea.org/reports/technology-roadmapsmart-grids	https://www.iea.org/reports/technology-roadmapsmart-grids	PART
gs-4120	132	16	8	8	NUM
gs-4120	132	17	.	.	PUNCT
gs-4120	133	1	sel	sel	PROPN
gs-4120	134	1	https://selinc.com/products/power-system-operations/powermanagement/remedial-action-schemes/	https://selinc.com/products/power-system-operations/powermanagement/remedial-action-schemes/	PROPN
gs-4120	134	2	9	9	NUM
gs-4120	134	3	.	.	PUNCT
gs-4120	134	4	united	united	PROPN
gs-4120	134	5	nations	nations	PROPN
gs-4120	134	6	'	'	PART
gs-4120	134	7	sustainable	sustainable	ADJ
gs-4120	134	8	development	development	NOUN
gs-4120	134	9	goals	goal	NOUN
gs-4120	134	10	:	:	PUNCT
gs-4120	134	11	https://sdgs.un.org/goals/goal7	https://sdgs.un.org/goals/goal7	NOUN