id	sid	tid	token	lemma	pos
hjic-851	1	1	hungarian	hungarian	ADJ
hjic-851	1	2	journal	journal	NOUN
hjic-851	1	3	of	of	ADP
hjic-851	1	4	industry	industry	NOUN
hjic-851	1	5	and	and	CCONJ
hjic-851	1	6	chemistry	chemistry	NOUN
hjic-851	1	7	vol	vol	NOUN
hjic-851	1	8	.	.	PUNCT
hjic-851	1	9	47(1	47(1	NUM
hjic-851	1	10	)	)	PUNCT
hjic-851	1	11	pp	pp	ADV
hjic-851	1	12	.	.	PUNCT
hjic-851	2	1	65–70	65–70	NUM
hjic-851	2	2	(	(	PUNCT
hjic-851	2	3	2019	2019	NUM
hjic-851	2	4	)	)	PUNCT
hjic-851	2	5	hjic.mk.uni-pannon.hu	hjic.mk.uni-pannon.hu	NOUN
hjic-851	2	6	doi	doi	PROPN
hjic-851	2	7	:	:	PUNCT
hjic-851	2	8	10.33927	10.33927	NUM
hjic-851	2	9	/	/	SYM
hjic-851	2	10	hjic-2019	hjic-2019	ADJ
hjic-851	2	11	-	-	PUNCT
hjic-851	2	12	10	10	NUM
hjic-851	2	13	aggregation	aggregation	NOUN
hjic-851	2	14	of	of	ADP
hjic-851	2	15	heterogeneous	heterogeneous	ADJ
hjic-851	2	16	flexibility	flexibility	NOUN
hjic-851	2	17	resources	resource	NOUN
hjic-851	2	18	providing	provide	VERB
hjic-851	2	19	services	service	NOUN
hjic-851	2	20	for	for	ADP
hjic-851	2	21	system	system	NOUN
hjic-851	2	22	operators	operator	NOUN
hjic-851	2	23	and	and	CCONJ
hjic-851	2	24	the	the	DET
hjic-851	2	25	market	market	NOUN
hjic-851	2	26	participants	participant	NOUN
hjic-851	2	27	istván	istván	VERB
hjic-851	2	28	balázs	balázs	ADJ
hjic-851	2	29	*	*	PROPN
hjic-851	2	30	1	1	NUM
hjic-851	2	31	,	,	PUNCT
hjic-851	2	32	attila	attila	NOUN
hjic-851	2	33	fodor1	fodor1	NOUN
hjic-851	2	34	,	,	PUNCT
hjic-851	2	35	and	and	CCONJ
hjic-851	2	36	attila	attila	PROPN
hjic-851	2	37	magyar1	magyar1	X
hjic-851	3	1	1department	1department	NUM
hjic-851	3	2	of	of	ADP
hjic-851	3	3	electrical	electrical	ADJ
hjic-851	3	4	engineering	engineering	NOUN
hjic-851	3	5	and	and	CCONJ
hjic-851	3	6	information	information	NOUN
hjic-851	3	7	systems	system	NOUN
hjic-851	3	8	,	,	PUNCT
hjic-851	3	9	faculty	faculty	NOUN
hjic-851	3	10	of	of	ADP
hjic-851	3	11	information	information	NOUN
hjic-851	3	12	technology	technology	NOUN
hjic-851	3	13	,	,	PUNCT
hjic-851	3	14	university	university	NOUN
hjic-851	3	15	of	of	ADP
hjic-851	3	16	pannonia	pannonia	PROPN
hjic-851	3	17	,	,	PUNCT
hjic-851	3	18	egyetem	egyetem	NOUN
hjic-851	3	19	u.	u.	PROPN
hjic-851	3	20	10	10	NUM
hjic-851	3	21	,	,	PUNCT
hjic-851	3	22	veszprém	veszprém	NOUN
hjic-851	3	23	,	,	PUNCT
hjic-851	3	24	8200	8200	NUM
hjic-851	3	25	,	,	PUNCT
hjic-851	3	26	hungary	hungary	PROPN
hjic-851	3	27	power	power	NOUN
hjic-851	3	28	systems	system	NOUN
hjic-851	3	29	characterized	characterize	VERB
hjic-851	3	30	by	by	ADP
hjic-851	3	31	large	large	ADJ
hjic-851	3	32	,	,	PUNCT
hjic-851	3	33	centralized	centralized	ADJ
hjic-851	3	34	generation	generation	NOUN
hjic-851	3	35	sources	source	NOUN
hjic-851	3	36	and	and	CCONJ
hjic-851	3	37	the	the	DET
hjic-851	3	38	typical	typical	ADJ
hjic-851	3	39	flow	flow	NOUN
hjic-851	3	40	of	of	ADP
hjic-851	3	41	energy	energy	NOUN
hjic-851	3	42	from	from	ADP
hjic-851	3	43	the	the	DET
hjic-851	3	44	transmission	transmission	NOUN
hjic-851	3	45	grid	grid	NOUN
hjic-851	3	46	to	to	ADP
hjic-851	3	47	the	the	DET
hjic-851	3	48	distribution	distribution	NOUN
hjic-851	3	49	grid	grid	NOUN
hjic-851	3	50	towards	towards	ADP
hjic-851	3	51	consumers	consumer	NOUN
hjic-851	3	52	are	be	AUX
hjic-851	3	53	evolving	evolve	VERB
hjic-851	3	54	.	.	PUNCT
hjic-851	4	1	the	the	DET
hjic-851	4	2	increasing	increase	VERB
hjic-851	4	3	penetration	penetration	NOUN
hjic-851	4	4	of	of	ADP
hjic-851	4	5	intermittent	intermittent	ADJ
hjic-851	4	6	and	and	CCONJ
hjic-851	4	7	distributed	distribute	VERB
hjic-851	4	8	renewable	renewable	ADJ
hjic-851	4	9	energy	energy	NOUN
hjic-851	4	10	generation	generation	NOUN
hjic-851	4	11	is	be	AUX
hjic-851	4	12	forcing	force	VERB
hjic-851	4	13	system	system	NOUN
hjic-851	4	14	operators	operator	NOUN
hjic-851	4	15	to	to	PART
hjic-851	4	16	increase	increase	VERB
hjic-851	4	17	the	the	DET
hjic-851	4	18	volume	volume	NOUN
hjic-851	4	19	of	of	ADP
hjic-851	4	20	balancing	balance	VERB
hjic-851	4	21	capabilities	capability	NOUN
hjic-851	4	22	and	and	CCONJ
hjic-851	4	23	procure	procure	NOUN
hjic-851	4	24	flexibility	flexibility	NOUN
hjic-851	4	25	services	service	NOUN
hjic-851	4	26	at	at	ADP
hjic-851	4	27	the	the	DET
hjic-851	4	28	distribution	distribution	NOUN
hjic-851	4	29	grid	grid	NOUN
hjic-851	4	30	level	level	NOUN
hjic-851	4	31	that	that	PRON
hjic-851	4	32	must	must	AUX
hjic-851	4	33	be	be	AUX
hjic-851	4	34	supported	support	VERB
hjic-851	4	35	by	by	ADP
hjic-851	4	36	the	the	DET
hjic-851	4	37	aggregation	aggregation	NOUN
hjic-851	4	38	of	of	ADP
hjic-851	4	39	small	small	ADJ
hjic-851	4	40	-	-	PUNCT
hjic-851	4	41	scale	scale	NOUN
hjic-851	4	42	resources	resource	NOUN
hjic-851	4	43	connected	connect	VERB
hjic-851	4	44	at	at	ADP
hjic-851	4	45	the	the	DET
hjic-851	4	46	distribution	distribution	NOUN
hjic-851	4	47	grid	grid	NOUN
hjic-851	4	48	.	.	PUNCT
hjic-851	5	1	this	this	DET
hjic-851	5	2	paper	paper	NOUN
hjic-851	5	3	suggests	suggest	VERB
hjic-851	5	4	an	an	DET
hjic-851	5	5	aggregator	aggregator	NOUN
hjic-851	5	6	framework	framework	NOUN
hjic-851	5	7	that	that	PRON
hjic-851	5	8	provides	provide	VERB
hjic-851	5	9	services	service	NOUN
hjic-851	5	10	for	for	ADP
hjic-851	5	11	both	both	DET
hjic-851	5	12	operators	operator	NOUN
hjic-851	5	13	of	of	ADP
hjic-851	5	14	transmission	transmission	NOUN
hjic-851	5	15	and	and	CCONJ
hjic-851	5	16	distribution	distribution	NOUN
hjic-851	5	17	systems	system	NOUN
hjic-851	5	18	while	while	SCONJ
hjic-851	5	19	optimizes	optimize	VERB
hjic-851	5	20	its	its	PRON
hjic-851	5	21	portfolio	portfolio	NOUN
hjic-851	5	22	to	to	PART
hjic-851	5	23	perform	perform	VERB
hjic-851	5	24	on	on	ADP
hjic-851	5	25	wholesale	wholesale	ADJ
hjic-851	5	26	energy	energy	NOUN
hjic-851	5	27	trading	trading	NOUN
hjic-851	5	28	markets	market	NOUN
hjic-851	5	29	too	too	ADV
hjic-851	5	30	.	.	PUNCT
hjic-851	6	1	overlaying	overlay	VERB
hjic-851	6	2	phases	phase	NOUN
hjic-851	6	3	of	of	ADP
hjic-851	6	4	multi	multi	ADJ
hjic-851	6	5	-	-	ADJ
hjic-851	6	6	period	period	ADJ
hjic-851	6	7	optimization	optimization	NOUN
hjic-851	6	8	runs	run	NOUN
hjic-851	6	9	are	be	AUX
hjic-851	6	10	proposed	propose	VERB
hjic-851	6	11	that	that	SCONJ
hjic-851	6	12	incorporate	incorporate	VERB
hjic-851	6	13	stochastic	stochastic	ADJ
hjic-851	6	14	renewable	renewable	ADJ
hjic-851	6	15	energy	energy	NOUN
hjic-851	6	16	generation	generation	NOUN
hjic-851	6	17	as	as	ADV
hjic-851	6	18	well	well	ADV
hjic-851	6	19	as	as	ADP
hjic-851	6	20	load	load	VERB
hjic-851	6	21	forecasts	forecast	NOUN
hjic-851	6	22	and	and	CCONJ
hjic-851	6	23	,	,	PUNCT
hjic-851	6	24	moreover	moreover	ADV
hjic-851	6	25	,	,	PUNCT
hjic-851	6	26	the	the	DET
hjic-851	6	27	continuously	continuously	ADV
hjic-851	6	28	changing	change	VERB
hjic-851	6	29	business	business	NOUN
hjic-851	6	30	context	context	NOUN
hjic-851	6	31	while	while	SCONJ
hjic-851	6	32	enabling	enable	VERB
hjic-851	6	33	cooperation	cooperation	NOUN
hjic-851	6	34	between	between	ADP
hjic-851	6	35	optimization	optimization	NOUN
hjic-851	6	36	phases	phase	NOUN
hjic-851	6	37	throughout	throughout	ADP
hjic-851	6	38	the	the	DET
hjic-851	6	39	business	business	NOUN
hjic-851	6	40	process	process	NOUN
hjic-851	6	41	.	.	PUNCT
hjic-851	7	1	keywords	keyword	NOUN
hjic-851	7	2	:	:	PUNCT
hjic-851	7	3	generation	generation	NOUN
hjic-851	7	4	aggregator	aggregator	NOUN
hjic-851	7	5	,	,	PUNCT
hjic-851	7	6	optimization	optimization	NOUN
hjic-851	7	7	,	,	PUNCT
hjic-851	7	8	distributed	distribute	VERB
hjic-851	7	9	energy	energy	NOUN
hjic-851	7	10	resources	resource	NOUN
hjic-851	7	11	,	,	PUNCT
hjic-851	7	12	tso	tso	PROPN
hjic-851	7	13	-	-	PUNCT
hjic-851	7	14	dso	dso	PROPN
hjic-851	7	15	coordination	coordination	NOUN
hjic-851	7	16	,	,	PUNCT
hjic-851	7	17	smart	smart	ADJ
hjic-851	7	18	grid	grid	NOUN
hjic-851	7	19	1	1	NUM
hjic-851	7	20	.	.	PUNCT
hjic-851	8	1	introduction	introduction	NOUN
hjic-851	8	2	conventional	conventional	ADJ
hjic-851	8	3	power	power	NOUN
hjic-851	8	4	systems	system	NOUN
hjic-851	8	5	are	be	AUX
hjic-851	8	6	characterized	characterize	VERB
hjic-851	8	7	by	by	ADP
hjic-851	8	8	large	large	ADJ
hjic-851	8	9	generation	generation	NOUN
hjic-851	8	10	sources	source	NOUN
hjic-851	8	11	that	that	PRON
hjic-851	8	12	inject	inject	VERB
hjic-851	8	13	power	power	NOUN
hjic-851	8	14	into	into	ADP
hjic-851	8	15	the	the	DET
hjic-851	8	16	transmission	transmission	NOUN
hjic-851	8	17	grid	grid	NOUN
hjic-851	8	18	,	,	PUNCT
hjic-851	8	19	which	which	PRON
hjic-851	8	20	is	be	AUX
hjic-851	8	21	transported	transport	VERB
hjic-851	8	22	to	to	ADP
hjic-851	8	23	distribution	distribution	NOUN
hjic-851	8	24	networks	network	NOUN
hjic-851	8	25	before	before	ADP
hjic-851	8	26	being	be	AUX
hjic-851	8	27	delivered	deliver	VERB
hjic-851	8	28	to	to	ADP
hjic-851	8	29	the	the	DET
hjic-851	8	30	end	end	NOUN
hjic-851	8	31	users	user	NOUN
hjic-851	8	32	.	.	PUNCT
hjic-851	9	1	power	power	NOUN
hjic-851	9	2	flows	flow	VERB
hjic-851	9	3	one	one	NUM
hjic-851	9	4	way	way	NOUN
hjic-851	9	5	from	from	ADP
hjic-851	9	6	the	the	DET
hjic-851	9	7	high	high	ADJ
hjic-851	9	8	-	-	PUNCT
hjic-851	9	9	voltage	voltage	NOUN
hjic-851	9	10	transmission	transmission	NOUN
hjic-851	9	11	grid	grid	NOUN
hjic-851	9	12	to	to	ADP
hjic-851	9	13	the	the	DET
hjic-851	9	14	end	end	NOUN
hjic-851	9	15	user	user	NOUN
hjic-851	9	16	at	at	ADP
hjic-851	9	17	low	low	ADJ
hjic-851	9	18	-	-	PUNCT
hjic-851	9	19	voltage	voltage	NOUN
hjic-851	9	20	networks	network	NOUN
hjic-851	9	21	.	.	PUNCT
hjic-851	10	1	centralized	centralize	VERB
hjic-851	10	2	,	,	PUNCT
hjic-851	10	3	dispatchable	dispatchable	ADJ
hjic-851	10	4	and	and	CCONJ
hjic-851	10	5	predictable	predictable	ADJ
hjic-851	10	6	generation	generation	NOUN
hjic-851	10	7	provides	provide	VERB
hjic-851	10	8	flexibility	flexibility	NOUN
hjic-851	10	9	at	at	ADP
hjic-851	10	10	the	the	DET
hjic-851	10	11	transmission	transmission	NOUN
hjic-851	10	12	level	level	NOUN
hjic-851	10	13	to	to	ADP
hjic-851	10	14	the	the	DET
hjic-851	10	15	electricity	electricity	NOUN
hjic-851	10	16	system	system	NOUN
hjic-851	10	17	to	to	PART
hjic-851	10	18	balance	balance	VERB
hjic-851	10	19	generation	generation	NOUN
hjic-851	10	20	and	and	CCONJ
hjic-851	10	21	demand	demand	NOUN
hjic-851	10	22	.	.	PUNCT
hjic-851	11	1	the	the	DET
hjic-851	11	2	increasing	increase	VERB
hjic-851	11	3	amount	amount	NOUN
hjic-851	11	4	of	of	ADP
hjic-851	11	5	distributed	distributed	ADJ
hjic-851	11	6	and	and	CCONJ
hjic-851	11	7	renewable	renewable	ADJ
hjic-851	11	8	generation	generation	NOUN
hjic-851	11	9	(	(	PUNCT
hjic-851	11	10	from	from	ADP
hjic-851	11	11	around	around	ADP
hjic-851	11	12	21	21	NUM
hjic-851	11	13	%	%	NOUN
hjic-851	11	14	of	of	ADP
hjic-851	11	15	total	total	ADJ
hjic-851	11	16	net	net	ADJ
hjic-851	11	17	electricity	electricity	NOUN
hjic-851	11	18	generation	generation	NOUN
hjic-851	11	19	in	in	ADP
hjic-851	11	20	2010	2010	NUM
hjic-851	11	21	to	to	ADP
hjic-851	11	22	44	44	NUM
hjic-851	11	23	%	%	NOUN
hjic-851	11	24	in	in	ADP
hjic-851	11	25	2030	2030	NUM
hjic-851	11	26	[	[	X
hjic-851	11	27	1	1	NUM
hjic-851	11	28	]	]	PUNCT
hjic-851	11	29	)	)	PUNCT
hjic-851	11	30	has	have	AUX
hjic-851	11	31	transformed	transform	VERB
hjic-851	11	32	generation	generation	NOUN
hjic-851	11	33	into	into	ADP
hjic-851	11	34	a	a	DET
hjic-851	11	35	more	more	ADV
hjic-851	11	36	variable	variable	ADJ
hjic-851	11	37	and	and	CCONJ
hjic-851	11	38	intermittent	intermittent	ADJ
hjic-851	11	39	source	source	NOUN
hjic-851	11	40	of	of	ADP
hjic-851	11	41	energy	energy	NOUN
hjic-851	11	42	.	.	PUNCT
hjic-851	12	1	demand	demand	NOUN
hjic-851	12	2	has	have	AUX
hjic-851	12	3	become	become	VERB
hjic-851	12	4	more	more	ADV
hjic-851	12	5	active	active	ADJ
hjic-851	12	6	,	,	PUNCT
hjic-851	12	7	emphasizing	emphasize	VERB
hjic-851	12	8	the	the	DET
hjic-851	12	9	engagement	engagement	NOUN
hjic-851	12	10	of	of	ADP
hjic-851	12	11	consumers	consumer	NOUN
hjic-851	12	12	.	.	PUNCT
hjic-851	13	1	distributed	distribute	VERB
hjic-851	13	2	generation	generation	NOUN
hjic-851	13	3	(	(	PUNCT
hjic-851	13	4	dg	dg	PROPN
hjic-851	13	5	)	)	PUNCT
hjic-851	13	6	,	,	PUNCT
hjic-851	13	7	demand	demand	NOUN
hjic-851	13	8	response	response	NOUN
hjic-851	13	9	(	(	PUNCT
hjic-851	13	10	dr	dr	PROPN
hjic-851	13	11	)	)	PUNCT
hjic-851	13	12	and	and	CCONJ
hjic-851	13	13	storage	storage	NOUN
hjic-851	13	14	facilities	facility	NOUN
hjic-851	13	15	will	will	AUX
hjic-851	13	16	become	become	VERB
hjic-851	13	17	important	important	ADJ
hjic-851	13	18	components	component	NOUN
hjic-851	13	19	of	of	ADP
hjic-851	13	20	power	power	NOUN
hjic-851	13	21	systems	system	NOUN
hjic-851	13	22	in	in	ADP
hjic-851	13	23	the	the	DET
hjic-851	13	24	future	future	NOUN
hjic-851	13	25	.	.	PUNCT
hjic-851	14	1	these	these	DET
hjic-851	14	2	resources	resource	NOUN
hjic-851	14	3	are	be	AUX
hjic-851	14	4	connected	connect	VERB
hjic-851	14	5	to	to	PART
hjic-851	14	6	lowand	lowand	VERB
hjic-851	14	7	medium	medium	ADJ
hjic-851	14	8	-	-	PUNCT
hjic-851	14	9	voltage	voltage	NOUN
hjic-851	14	10	networks	network	NOUN
hjic-851	14	11	,	,	PUNCT
hjic-851	14	12	thus	thus	ADV
hjic-851	14	13	,	,	PUNCT
hjic-851	14	14	making	make	VERB
hjic-851	14	15	the	the	DET
hjic-851	14	16	distribution	distribution	NOUN
hjic-851	14	17	grid	grid	VERB
hjic-851	14	18	a	a	DET
hjic-851	14	19	crucial	crucial	ADJ
hjic-851	14	20	element	element	NOUN
hjic-851	14	21	of	of	ADP
hjic-851	14	22	the	the	DET
hjic-851	14	23	electricity	electricity	NOUN
hjic-851	14	24	sector	sector	NOUN
hjic-851	14	25	.	.	PUNCT
hjic-851	15	1	the	the	DET
hjic-851	15	2	increasing	increase	VERB
hjic-851	15	3	penetration	penetration	NOUN
hjic-851	15	4	of	of	ADP
hjic-851	15	5	intermittent	intermittent	ADJ
hjic-851	15	6	generation	generation	NOUN
hjic-851	15	7	and	and	CCONJ
hjic-851	15	8	distributed	distribute	VERB
hjic-851	15	9	energy	energy	NOUN
hjic-851	15	10	resources	resource	NOUN
hjic-851	15	11	has	have	AUX
hjic-851	15	12	already	already	ADV
hjic-851	15	13	forced	force	VERB
hjic-851	15	14	tsos	tsos	ADJ
hjic-851	15	15	(	(	PUNCT
hjic-851	15	16	transmission	transmission	NOUN
hjic-851	15	17	system	system	NOUN
hjic-851	15	18	operator	operator	NOUN
hjic-851	15	19	)	)	PUNCT
hjic-851	15	20	to	to	PART
hjic-851	15	21	increase	increase	VERB
hjic-851	15	22	the	the	DET
hjic-851	15	23	volume	volume	NOUN
hjic-851	15	24	of	of	ADP
hjic-851	15	25	balancing	balance	VERB
hjic-851	15	26	capabilities	capability	NOUN
hjic-851	15	27	and	and	CCONJ
hjic-851	15	28	start	start	VERB
hjic-851	15	29	procuring	procure	VERB
hjic-851	15	30	services	service	NOUN
hjic-851	15	31	for	for	ADP
hjic-851	15	32	*	*	NOUN
hjic-851	15	33	correspondence	correspondence	NOUN
hjic-851	15	34	:	:	PUNCT
hjic-851	16	1	balazsistvan08@protonmail.com	balazsistvan08@protonmail.com	X
hjic-851	16	2	system	system	NOUN
hjic-851	16	3	balancing	balance	VERB
hjic-851	16	4	not	not	PART
hjic-851	16	5	only	only	ADV
hjic-851	16	6	from	from	ADP
hjic-851	16	7	the	the	DET
hjic-851	16	8	transmission	transmission	NOUN
hjic-851	16	9	grids	grid	NOUN
hjic-851	16	10	but	but	CCONJ
hjic-851	16	11	also	also	ADV
hjic-851	16	12	from	from	ADP
hjic-851	16	13	distribution	distribution	NOUN
hjic-851	16	14	grids	grid	NOUN
hjic-851	16	15	.	.	PUNCT
hjic-851	17	1	an	an	DET
hjic-851	17	2	important	important	ADJ
hjic-851	17	3	concept	concept	NOUN
hjic-851	17	4	is	be	AUX
hjic-851	17	5	flexibility	flexibility	NOUN
hjic-851	17	6	,	,	PUNCT
hjic-851	17	7	that	that	PRON
hjic-851	17	8	is	be	AUX
hjic-851	17	9	the	the	DET
hjic-851	17	10	modification	modification	NOUN
hjic-851	17	11	of	of	ADP
hjic-851	17	12	generation	generation	NOUN
hjic-851	17	13	injection	injection	NOUN
hjic-851	17	14	and/or	and/or	CCONJ
hjic-851	17	15	consumption	consumption	NOUN
hjic-851	17	16	patterns	pattern	NOUN
hjic-851	17	17	in	in	ADP
hjic-851	17	18	reaction	reaction	NOUN
hjic-851	17	19	to	to	ADP
hjic-851	17	20	an	an	DET
hjic-851	17	21	external	external	ADJ
hjic-851	17	22	signal	signal	NOUN
hjic-851	17	23	(	(	PUNCT
hjic-851	17	24	price	price	NOUN
hjic-851	17	25	signal	signal	NOUN
hjic-851	17	26	or	or	CCONJ
hjic-851	17	27	activation	activation	NOUN
hjic-851	17	28	)	)	PUNCT
hjic-851	17	29	,	,	PUNCT
hjic-851	17	30	in	in	ADP
hjic-851	17	31	order	order	NOUN
hjic-851	17	32	to	to	PART
hjic-851	17	33	provide	provide	VERB
hjic-851	17	34	a	a	DET
hjic-851	17	35	service	service	NOUN
hjic-851	17	36	within	within	ADP
hjic-851	17	37	the	the	DET
hjic-851	17	38	energy	energy	NOUN
hjic-851	17	39	system	system	NOUN
hjic-851	17	40	[	[	X
hjic-851	17	41	2	2	NUM
hjic-851	17	42	]	]	PUNCT
hjic-851	17	43	.	.	PUNCT
hjic-851	18	1	it	it	PRON
hjic-851	18	2	is	be	AUX
hjic-851	18	3	the	the	DET
hjic-851	18	4	active	active	ADJ
hjic-851	18	5	management	management	NOUN
hjic-851	18	6	of	of	ADP
hjic-851	18	7	an	an	DET
hjic-851	18	8	asset	asset	NOUN
hjic-851	18	9	that	that	PRON
hjic-851	18	10	can	can	AUX
hjic-851	18	11	impact	impact	VERB
hjic-851	18	12	the	the	DET
hjic-851	18	13	balance	balance	NOUN
hjic-851	18	14	of	of	ADP
hjic-851	18	15	a	a	DET
hjic-851	18	16	system	system	NOUN
hjic-851	18	17	or	or	CCONJ
hjic-851	18	18	power	power	NOUN
hjic-851	18	19	flows	flow	NOUN
hjic-851	18	20	to	to	ADP
hjic-851	18	21	the	the	DET
hjic-851	18	22	grid	grid	NOUN
hjic-851	18	23	on	on	ADP
hjic-851	18	24	a	a	DET
hjic-851	18	25	short	short	ADJ
hjic-851	18	26	-	-	PUNCT
hjic-851	18	27	term	term	NOUN
hjic-851	18	28	basis	basis	NOUN
hjic-851	18	29	.	.	PUNCT
hjic-851	19	1	the	the	DET
hjic-851	19	2	proper	proper	ADJ
hjic-851	19	3	management	management	NOUN
hjic-851	19	4	of	of	ADP
hjic-851	19	5	available	available	ADJ
hjic-851	19	6	flexibility	flexibility	NOUN
hjic-851	19	7	,	,	PUNCT
hjic-851	19	8	both	both	CCONJ
hjic-851	19	9	in	in	ADP
hjic-851	19	10	terms	term	NOUN
hjic-851	19	11	of	of	ADP
hjic-851	19	12	generation	generation	NOUN
hjic-851	19	13	and	and	CCONJ
hjic-851	19	14	demand	demand	NOUN
hjic-851	19	15	,	,	PUNCT
hjic-851	19	16	can	can	AUX
hjic-851	19	17	help	help	VERB
hjic-851	19	18	to	to	PART
hjic-851	19	19	compensate	compensate	VERB
hjic-851	19	20	for	for	ADP
hjic-851	19	21	the	the	DET
hjic-851	19	22	lack	lack	NOUN
hjic-851	19	23	of	of	ADP
hjic-851	19	24	certainty	certainty	NOUN
hjic-851	19	25	with	with	ADP
hjic-851	19	26	regard	regard	NOUN
hjic-851	19	27	to	to	ADP
hjic-851	19	28	renewable	renewable	ADJ
hjic-851	19	29	sources	source	NOUN
hjic-851	19	30	.	.	PUNCT
hjic-851	20	1	on	on	ADP
hjic-851	20	2	the	the	DET
hjic-851	20	3	other	other	ADJ
hjic-851	20	4	hand	hand	NOUN
hjic-851	20	5	,	,	PUNCT
hjic-851	20	6	dsos	dsos	ADV
hjic-851	20	7	(	(	PUNCT
hjic-851	20	8	distribution	distribution	NOUN
hjic-851	20	9	system	system	NOUN
hjic-851	20	10	operator	operator	NOUN
hjic-851	20	11	)	)	PUNCT
hjic-851	20	12	have	have	AUX
hjic-851	20	13	started	start	VERB
hjic-851	20	14	to	to	PART
hjic-851	20	15	manage	manage	VERB
hjic-851	20	16	congestion	congestion	NOUN
hjic-851	20	17	actively	actively	ADV
hjic-851	20	18	in	in	ADP
hjic-851	20	19	their	their	PRON
hjic-851	20	20	distribution	distribution	NOUN
hjic-851	20	21	grids	grid	NOUN
hjic-851	20	22	and	and	CCONJ
hjic-851	20	23	consider	consider	VERB
hjic-851	20	24	procurement	procurement	NOUN
hjic-851	20	25	of	of	ADP
hjic-851	20	26	flexibility	flexibility	NOUN
hjic-851	20	27	services	service	NOUN
hjic-851	20	28	to	to	PART
hjic-851	20	29	redispatch	redispatch	VERB
hjic-851	20	30	the	the	DET
hjic-851	20	31	system	system	NOUN
hjic-851	20	32	at	at	ADP
hjic-851	20	33	the	the	DET
hjic-851	20	34	distribution	distribution	NOUN
hjic-851	20	35	level	level	NOUN
hjic-851	20	36	.	.	PUNCT
hjic-851	21	1	as	as	ADP
hjic-851	21	2	a	a	DET
hjic-851	21	3	result	result	NOUN
hjic-851	21	4	,	,	PUNCT
hjic-851	21	5	the	the	DET
hjic-851	21	6	same	same	ADJ
hjic-851	21	7	flexibility	flexibility	NOUN
hjic-851	21	8	resources	resource	NOUN
hjic-851	21	9	could	could	AUX
hjic-851	21	10	also	also	ADV
hjic-851	21	11	be	be	AUX
hjic-851	21	12	potentially	potentially	ADV
hjic-851	21	13	used	use	VERB
hjic-851	21	14	for	for	ADP
hjic-851	21	15	congestion	congestion	NOUN
hjic-851	21	16	management	management	NOUN
hjic-851	21	17	and	and	CCONJ
hjic-851	21	18	voltage	voltage	NOUN
hjic-851	21	19	control	control	NOUN
hjic-851	21	20	by	by	ADP
hjic-851	21	21	the	the	DET
hjic-851	21	22	tso	tso	PROPN
hjic-851	21	23	and	and	CCONJ
hjic-851	21	24	dso	dso	PROPN
hjic-851	21	25	[	[	X
hjic-851	21	26	3	3	NUM
hjic-851	21	27	]	]	PUNCT
hjic-851	21	28	.	.	PUNCT
hjic-851	22	1	conflicts	conflict	NOUN
hjic-851	22	2	of	of	ADP
hjic-851	22	3	interest	interest	NOUN
hjic-851	22	4	may	may	AUX
hjic-851	22	5	arise	arise	VERB
hjic-851	22	6	between	between	ADP
hjic-851	22	7	the	the	DET
hjic-851	22	8	tso	tso	PROPN
hjic-851	22	9	and	and	CCONJ
hjic-851	22	10	dso	dso	PROPN
hjic-851	22	11	that	that	PRON
hjic-851	22	12	must	must	AUX
hjic-851	22	13	be	be	AUX
hjic-851	22	14	managed	manage	VERB
hjic-851	22	15	by	by	ADP
hjic-851	22	16	suitable	suitable	ADJ
hjic-851	22	17	coordination	coordination	NOUN
hjic-851	22	18	schemes	scheme	NOUN
hjic-851	22	19	[	[	X
hjic-851	22	20	4	4	NUM
hjic-851	22	21	]	]	PUNCT
hjic-851	22	22	,	,	PUNCT
hjic-851	22	23	but	but	CCONJ
hjic-851	22	24	this	this	PRON
hjic-851	22	25	also	also	ADV
hjic-851	22	26	provides	provide	VERB
hjic-851	22	27	an	an	DET
hjic-851	22	28	opportunity	opportunity	NOUN
hjic-851	22	29	for	for	SCONJ
hjic-851	22	30	players	player	NOUN
hjic-851	22	31	on	on	ADP
hjic-851	22	32	the	the	DET
hjic-851	22	33	distribution	distribution	NOUN
hjic-851	22	34	grids	grid	NOUN
hjic-851	22	35	to	to	PART
hjic-851	22	36	offer	offer	VERB
hjic-851	22	37	flexibility	flexibility	NOUN
hjic-851	22	38	capabilities	capability	NOUN
hjic-851	22	39	to	to	ADP
hjic-851	22	40	multiple	multiple	ADJ
hjic-851	22	41	customers	customer	NOUN
hjic-851	22	42	resulting	result	VERB
hjic-851	22	43	in	in	ADP
hjic-851	22	44	higher	high	ADJ
hjic-851	22	45	demand	demand	NOUN
hjic-851	22	46	.	.	PUNCT
hjic-851	23	1	an	an	DET
hjic-851	23	2	aggregator	aggregator	NOUN
hjic-851	23	3	,	,	PUNCT
hjic-851	23	4	that	that	PRON
hjic-851	23	5	is	be	AUX
hjic-851	23	6	a	a	DET
hjic-851	23	7	new	new	ADJ
hjic-851	23	8	market	market	NOUN
hjic-851	23	9	agent	agent	NOUN
hjic-851	23	10	,	,	PUNCT
hjic-851	23	11	will	will	AUX
hjic-851	23	12	play	play	VERB
hjic-851	23	13	a	a	DET
hjic-851	23	14	central	central	ADJ
hjic-851	23	15	role	role	NOUN
hjic-851	23	16	in	in	ADP
hjic-851	23	17	collecting	collect	VERB
hjic-851	23	18	resources	resource	NOUN
hjic-851	23	19	on	on	ADP
hjic-851	23	20	the	the	DET
hjic-851	23	21	distribution	distribution	NOUN
hjic-851	23	22	grid	grid	NOUN
hjic-851	23	23	and	and	CCONJ
hjic-851	23	24	involving	involve	VERB
hjic-851	23	25	them	they	PRON
hjic-851	23	26	in	in	ADP
hjic-851	23	27	markets	market	NOUN
hjic-851	23	28	that	that	PRON
hjic-851	23	29	are	be	AUX
hjic-851	23	30	unavailable	unavailable	ADJ
hjic-851	23	31	for	for	ADP
hjic-851	23	32	them	they	PRON
hjic-851	23	33	individually	individually	ADV
hjic-851	23	34	.	.	PUNCT
hjic-851	24	1	usef	usef	NOUN
hjic-851	24	2	(	(	PUNCT
hjic-851	24	3	universal	universal	ADJ
hjic-851	24	4	smart	smart	ADJ
hjic-851	24	5	energy	energy	NOUN
hjic-851	24	6	mailto:balazsistvan08@protonmail.com	mailto:balazsistvan08@protonmail.com	X
hjic-851	24	7	66	66	NUM
hjic-851	24	8	balázs	balázs	PROPN
hjic-851	24	9	,	,	PUNCT
hjic-851	24	10	fodor	fodor	PROPN
hjic-851	24	11	,	,	PUNCT
hjic-851	24	12	and	and	CCONJ
hjic-851	24	13	magyar	magyar	PROPN
hjic-851	24	14	framework	framework	PROPN
hjic-851	24	15	)	)	PUNCT
hjic-851	24	16	foundation	foundation	PROPN
hjic-851	24	17	’s	’s	PART
hjic-851	24	18	aggregator	aggregator	NOUN
hjic-851	24	19	workstream	workstream	NOUN
hjic-851	24	20	analyzed	analyze	VERB
hjic-851	24	21	the	the	DET
hjic-851	24	22	different	different	ADJ
hjic-851	24	23	topics	topic	NOUN
hjic-851	24	24	related	relate	VERB
hjic-851	24	25	to	to	ADP
hjic-851	24	26	the	the	DET
hjic-851	24	27	role	role	NOUN
hjic-851	24	28	of	of	ADP
hjic-851	24	29	the	the	DET
hjic-851	24	30	aggregator	aggregator	NOUN
hjic-851	24	31	whilst	whilst	SCONJ
hjic-851	24	32	paying	pay	VERB
hjic-851	24	33	particular	particular	ADJ
hjic-851	24	34	attention	attention	NOUN
hjic-851	24	35	to	to	ADP
hjic-851	24	36	demandresponse	demandresponse	NOUN
hjic-851	24	37	aggregation	aggregation	NOUN
hjic-851	24	38	as	as	ADV
hjic-851	24	39	well	well	ADV
hjic-851	24	40	as	as	ADP
hjic-851	24	41	the	the	DET
hjic-851	24	42	relationship	relationship	NOUN
hjic-851	24	43	between	between	ADP
hjic-851	24	44	an	an	DET
hjic-851	24	45	aggregator	aggregator	NOUN
hjic-851	24	46	and	and	CCONJ
hjic-851	24	47	the	the	DET
hjic-851	24	48	brp	brp	PROPN
hjic-851	24	49	(	(	PUNCT
hjic-851	24	50	balance	balance	NOUN
hjic-851	24	51	responsible	responsible	ADJ
hjic-851	24	52	party)/supplier	party)/supplier	NOUN
hjic-851	24	53	.	.	PUNCT
hjic-851	25	1	seven	seven	NUM
hjic-851	25	2	different	different	ADJ
hjic-851	25	3	models	model	NOUN
hjic-851	25	4	to	to	PART
hjic-851	25	5	implement	implement	VERB
hjic-851	25	6	aggregation	aggregation	NOUN
hjic-851	25	7	were	be	AUX
hjic-851	25	8	identified	identify	VERB
hjic-851	25	9	,	,	PUNCT
hjic-851	25	10	and	and	CCONJ
hjic-851	25	11	advantages	advantage	NOUN
hjic-851	25	12	as	as	ADV
hjic-851	25	13	well	well	ADV
hjic-851	25	14	as	as	ADP
hjic-851	25	15	limitations	limitation	NOUN
hjic-851	25	16	evaluated	evaluate	VERB
hjic-851	25	17	[	[	X
hjic-851	25	18	5	5	NUM
hjic-851	25	19	]	]	PUNCT
hjic-851	25	20	.	.	PUNCT
hjic-851	26	1	flexibility	flexibility	NOUN
hjic-851	26	2	resources	resource	NOUN
hjic-851	26	3	were	be	AUX
hjic-851	26	4	investigated	investigate	VERB
hjic-851	26	5	in	in	ADP
hjic-851	26	6	detail	detail	NOUN
hjic-851	26	7	and	and	CCONJ
hjic-851	26	8	an	an	DET
hjic-851	26	9	information	information	NOUN
hjic-851	26	10	model	model	NOUN
hjic-851	26	11	set	set	VERB
hjic-851	26	12	up	up	ADP
hjic-851	26	13	by	by	ADP
hjic-851	26	14	smartnet	smartnet	PROPN
hjic-851	26	15	d1.2	d1.2	PROPN
hjic-851	27	1	[	[	X
hjic-851	27	2	6	6	NUM
hjic-851	27	3	]	]	PUNCT
hjic-851	27	4	that	that	PRON
hjic-851	27	5	contains	contain	VERB
hjic-851	27	6	a	a	DET
hjic-851	27	7	mathematical	mathematical	ADJ
hjic-851	27	8	description	description	NOUN
hjic-851	27	9	of	of	ADP
hjic-851	27	10	the	the	DET
hjic-851	27	11	dynamic	dynamic	ADJ
hjic-851	27	12	behaviour	behaviour	NOUN
hjic-851	27	13	of	of	ADP
hjic-851	27	14	the	the	DET
hjic-851	27	15	resource	resource	NOUN
hjic-851	27	16	,	,	PUNCT
hjic-851	27	17	its	its	PRON
hjic-851	27	18	constraints	constraint	NOUN
hjic-851	27	19	in	in	ADP
hjic-851	27	20	terms	term	NOUN
hjic-851	27	21	of	of	ADP
hjic-851	27	22	flexibility	flexibility	NOUN
hjic-851	27	23	provision	provision	NOUN
hjic-851	27	24	,	,	PUNCT
hjic-851	27	25	and	and	CCONJ
hjic-851	27	26	a	a	DET
hjic-851	27	27	formulation	formulation	NOUN
hjic-851	27	28	of	of	ADP
hjic-851	27	29	the	the	DET
hjic-851	27	30	different	different	ADJ
hjic-851	27	31	components	component	NOUN
hjic-851	27	32	of	of	ADP
hjic-851	27	33	costs	cost	NOUN
hjic-851	27	34	needed	need	VERB
hjic-851	27	35	to	to	PART
hjic-851	27	36	provide	provide	VERB
hjic-851	27	37	flexibility	flexibility	NOUN
hjic-851	27	38	.	.	PUNCT
hjic-851	28	1	the	the	DET
hjic-851	28	2	research	research	NOUN
hjic-851	28	3	project	project	NOUN
hjic-851	28	4	bestres	bestre	NOUN
hjic-851	28	5	(	(	PUNCT
hjic-851	28	6	best	good	ADJ
hjic-851	28	7	practices	practice	NOUN
hjic-851	28	8	and	and	CCONJ
hjic-851	28	9	implementation	implementation	NOUN
hjic-851	28	10	of	of	ADP
hjic-851	28	11	innovative	innovative	ADJ
hjic-851	28	12	business	business	NOUN
hjic-851	28	13	models	model	NOUN
hjic-851	28	14	for	for	ADP
hjic-851	28	15	renewable	renewable	ADJ
hjic-851	28	16	energies	energy	NOUN
hjic-851	28	17	aggregators	aggregator	NOUN
hjic-851	28	18	)	)	PUNCT
hjic-851	29	1	[	[	X
hjic-851	29	2	7	7	X
hjic-851	29	3	]	]	PUNCT
hjic-851	29	4	explored	explore	VERB
hjic-851	29	5	different	different	ADJ
hjic-851	29	6	ways	way	NOUN
hjic-851	29	7	in	in	ADP
hjic-851	29	8	which	which	PRON
hjic-851	29	9	an	an	DET
hjic-851	29	10	aggregator	aggregator	NOUN
hjic-851	29	11	can	can	AUX
hjic-851	29	12	create	create	VERB
hjic-851	29	13	value	value	NOUN
hjic-851	29	14	,	,	PUNCT
hjic-851	29	15	and	and	CCONJ
hjic-851	29	16	categorized	categorize	VERB
hjic-851	29	17	services	service	NOUN
hjic-851	29	18	that	that	PRON
hjic-851	29	19	are	be	AUX
hjic-851	29	20	provided	provide	VERB
hjic-851	29	21	into	into	ADP
hjic-851	29	22	internal	internal	ADJ
hjic-851	29	23	(	(	PUNCT
hjic-851	29	24	own	own	ADJ
hjic-851	29	25	balancing	balancing	NOUN
hjic-851	29	26	)	)	PUNCT
hjic-851	29	27	as	as	ADV
hjic-851	29	28	well	well	ADV
hjic-851	29	29	as	as	ADP
hjic-851	29	30	external	external	ADJ
hjic-851	29	31	reasons	reason	NOUN
hjic-851	29	32	(	(	PUNCT
hjic-851	29	33	wholesale	wholesale	ADJ
hjic-851	29	34	,	,	PUNCT
hjic-851	29	35	retail	retail	NOUN
hjic-851	29	36	,	,	PUNCT
hjic-851	29	37	reserve	reserve	NOUN
hjic-851	29	38	capacity	capacity	NOUN
hjic-851	29	39	mechanisms	mechanism	NOUN
hjic-851	29	40	)	)	PUNCT
hjic-851	29	41	.	.	PUNCT
hjic-851	30	1	an	an	DET
hjic-851	30	2	aggregation	aggregation	NOUN
hjic-851	30	3	function	function	NOUN
hjic-851	30	4	manages	manage	VERB
hjic-851	30	5	distributed	distribute	VERB
hjic-851	30	6	energy	energy	NOUN
hjic-851	30	7	resources	resource	NOUN
hjic-851	30	8	,	,	PUNCT
hjic-851	30	9	the	the	DET
hjic-851	30	10	optimization	optimization	NOUN
hjic-851	30	11	of	of	ADP
hjic-851	30	12	dispatch	dispatch	NOUN
hjic-851	30	13	by	by	ADP
hjic-851	30	14	taking	take	VERB
hjic-851	30	15	into	into	ADP
hjic-851	30	16	consideration	consideration	NOUN
hjic-851	30	17	the	the	DET
hjic-851	30	18	states	state	NOUN
hjic-851	30	19	of	of	ADP
hjic-851	30	20	a	a	DET
hjic-851	30	21	time	time	NOUN
hjic-851	30	22	-	-	PUNCT
hjic-851	30	23	variant	variant	NOUN
hjic-851	30	24	system	system	NOUN
hjic-851	30	25	is	be	AUX
hjic-851	30	26	a	a	DET
hjic-851	30	27	core	core	NOUN
hjic-851	30	28	capability	capability	NOUN
hjic-851	30	29	.	.	PUNCT
hjic-851	31	1	with	with	ADP
hjic-851	31	2	regard	regard	NOUN
hjic-851	31	3	to	to	ADP
hjic-851	31	4	isolated	isolated	ADJ
hjic-851	31	5	microgrids	microgrid	NOUN
hjic-851	31	6	,	,	PUNCT
hjic-851	31	7	olivares	olivares	PROPN
hjic-851	31	8	et	et	NOUN
hjic-851	31	9	al	al	PROPN
hjic-851	31	10	.	.	PUNCT
hjic-851	32	1	[	[	X
hjic-851	32	2	8	8	NUM
hjic-851	32	3	]	]	PUNCT
hjic-851	32	4	proposes	propose	VERB
hjic-851	32	5	a	a	DET
hjic-851	32	6	stochastic	stochastic	ADJ
hjic-851	32	7	-	-	PUNCT
hjic-851	32	8	predictive	predictive	ADJ
hjic-851	32	9	control	control	NOUN
hjic-851	32	10	approach	approach	NOUN
hjic-851	32	11	.	.	PUNCT
hjic-851	33	1	the	the	DET
hjic-851	33	2	uncertainty	uncertainty	NOUN
hjic-851	33	3	of	of	ADP
hjic-851	33	4	an	an	DET
hjic-851	33	5	isolated	isolated	ADJ
hjic-851	33	6	grid	grid	NOUN
hjic-851	33	7	for	for	ADP
hjic-851	33	8	a	a	DET
hjic-851	33	9	single	single	ADJ
hjic-851	33	10	purpose	purpose	NOUN
hjic-851	33	11	(	(	PUNCT
hjic-851	33	12	generation	generation	NOUN
hjic-851	33	13	and	and	CCONJ
hjic-851	33	14	load	load	NOUN
hjic-851	33	15	balancing	balancing	NOUN
hjic-851	33	16	)	)	PUNCT
hjic-851	33	17	is	be	AUX
hjic-851	33	18	addressed	address	VERB
hjic-851	33	19	,	,	PUNCT
hjic-851	33	20	a	a	DET
hjic-851	33	21	two	two	NUM
hjic-851	33	22	-	-	PUNCT
hjic-851	33	23	stage	stage	NOUN
hjic-851	33	24	stochastic	stochastic	NOUN
hjic-851	33	25	receding	recede	VERB
hjic-851	33	26	horizon	horizon	NOUN
hjic-851	33	27	approach	approach	NOUN
hjic-851	33	28	is	be	AUX
hjic-851	33	29	presented	present	VERB
hjic-851	33	30	that	that	PRON
hjic-851	33	31	can	can	AUX
hjic-851	33	32	be	be	AUX
hjic-851	33	33	generalized	generalize	VERB
hjic-851	33	34	to	to	PART
hjic-851	33	35	develop	develop	VERB
hjic-851	33	36	formulations	formulation	NOUN
hjic-851	33	37	for	for	ADP
hjic-851	33	38	marketconnected	marketconnecte	VERB
hjic-851	33	39	multi	multi	ADJ
hjic-851	33	40	-	-	ADJ
hjic-851	33	41	purpose	purpose	ADJ
hjic-851	33	42	optimization	optimization	NOUN
hjic-851	33	43	scenarios	scenario	NOUN
hjic-851	33	44	.	.	PUNCT
hjic-851	34	1	the	the	DET
hjic-851	34	2	objective	objective	NOUN
hjic-851	34	3	of	of	ADP
hjic-851	34	4	this	this	DET
hjic-851	34	5	study	study	NOUN
hjic-851	34	6	is	be	AUX
hjic-851	34	7	to	to	PART
hjic-851	34	8	develop	develop	VERB
hjic-851	34	9	a	a	DET
hjic-851	34	10	framework	framework	NOUN
hjic-851	34	11	for	for	ADP
hjic-851	34	12	an	an	DET
hjic-851	34	13	aggregator	aggregator	NOUN
hjic-851	34	14	that	that	PRON
hjic-851	34	15	implements	implement	VERB
hjic-851	34	16	the	the	DET
hjic-851	34	17	aggregator	aggregator	NOUN
hjic-851	34	18	role	role	NOUN
hjic-851	34	19	of	of	ADP
hjic-851	34	20	heterogeneous	heterogeneous	ADJ
hjic-851	34	21	distributed	distribute	VERB
hjic-851	34	22	energy	energy	NOUN
hjic-851	34	23	resource	resource	NOUN
hjic-851	34	24	management	management	NOUN
hjic-851	34	25	,	,	PUNCT
hjic-851	34	26	complies	comply	VERB
hjic-851	34	27	with	with	ADP
hjic-851	34	28	the	the	DET
hjic-851	34	29	typical	typical	ADJ
hjic-851	34	30	electricity	electricity	NOUN
hjic-851	34	31	market	market	NOUN
hjic-851	34	32	model	model	NOUN
hjic-851	34	33	,	,	PUNCT
hjic-851	34	34	follows	follow	VERB
hjic-851	34	35	its	its	PRON
hjic-851	34	36	business	business	NOUN
hjic-851	34	37	processes	process	NOUN
hjic-851	34	38	,	,	PUNCT
hjic-851	34	39	and	and	CCONJ
hjic-851	34	40	operates	operate	VERB
hjic-851	34	41	in	in	ADP
hjic-851	34	42	both	both	CCONJ
hjic-851	34	43	wholesale	wholesale	ADJ
hjic-851	34	44	energy	energy	NOUN
hjic-851	34	45	and	and	CCONJ
hjic-851	34	46	electricity	electricity	NOUN
hjic-851	34	47	balancing	balancing	NOUN
hjic-851	34	48	markets	market	NOUN
hjic-851	34	49	.	.	PUNCT
hjic-851	35	1	the	the	DET
hjic-851	35	2	present	present	ADJ
hjic-851	35	3	paper	paper	NOUN
hjic-851	35	4	provides	provide	VERB
hjic-851	35	5	novelties	novelty	NOUN
hjic-851	35	6	in	in	ADP
hjic-851	35	7	terms	term	NOUN
hjic-851	35	8	of	of	ADP
hjic-851	35	9	aggregator	aggregator	NOUN
hjic-851	35	10	roles	role	NOUN
hjic-851	35	11	.	.	PUNCT
hjic-851	36	1	it	it	PRON
hjic-851	36	2	is	be	AUX
hjic-851	36	3	based	base	VERB
hjic-851	36	4	on	on	ADP
hjic-851	36	5	a	a	DET
hjic-851	36	6	centralized	centralized	ADJ
hjic-851	36	7	approach	approach	NOUN
hjic-851	36	8	where	where	SCONJ
hjic-851	36	9	a	a	DET
hjic-851	36	10	new	new	ADJ
hjic-851	36	11	market	market	NOUN
hjic-851	36	12	agent	agent	NOUN
hjic-851	36	13	,	,	PUNCT
hjic-851	36	14	the	the	DET
hjic-851	36	15	aggregator	aggregator	NOUN
hjic-851	36	16	,	,	PUNCT
hjic-851	36	17	manages	manage	VERB
hjic-851	36	18	the	the	DET
hjic-851	36	19	flexibilities	flexibility	NOUN
hjic-851	36	20	of	of	ADP
hjic-851	36	21	a	a	DET
hjic-851	36	22	portfolio	portfolio	NOUN
hjic-851	36	23	and	and	CCONJ
hjic-851	36	24	offers	offer	VERB
hjic-851	36	25	services	service	NOUN
hjic-851	36	26	to	to	ADP
hjic-851	36	27	tso	tso	PROPN
hjic-851	36	28	,	,	PUNCT
hjic-851	36	29	dso	dso	PROPN
hjic-851	36	30	and	and	CCONJ
hjic-851	36	31	external	external	ADJ
hjic-851	36	32	brps	brps	PROPN
hjic-851	36	33	.	.	PUNCT
hjic-851	37	1	in	in	ADP
hjic-851	37	2	addition	addition	NOUN
hjic-851	37	3	,	,	PUNCT
hjic-851	37	4	it	it	PRON
hjic-851	37	5	participates	participate	VERB
hjic-851	37	6	in	in	ADP
hjic-851	37	7	wholesale	wholesale	ADJ
hjic-851	37	8	energy	energy	NOUN
hjic-851	37	9	trading	trading	NOUN
hjic-851	37	10	activities	activity	NOUN
hjic-851	37	11	and	and	CCONJ
hjic-851	37	12	co	co	VERB
hjic-851	37	13	-	-	ADJ
hjic-851	37	14	optimizes	optimize	VERB
hjic-851	37	15	resource	resource	NOUN
hjic-851	37	16	portfolios	portfolio	NOUN
hjic-851	37	17	for	for	ADP
hjic-851	37	18	both	both	DET
hjic-851	37	19	energy	energy	NOUN
hjic-851	37	20	trading	trading	NOUN
hjic-851	37	21	as	as	ADV
hjic-851	37	22	well	well	ADV
hjic-851	37	23	as	as	ADP
hjic-851	37	24	flexibility	flexibility	NOUN
hjic-851	37	25	services	service	NOUN
hjic-851	37	26	.	.	PUNCT
hjic-851	38	1	the	the	DET
hjic-851	38	2	building	building	NOUN
hjic-851	38	3	blocks	block	NOUN
hjic-851	38	4	of	of	ADP
hjic-851	38	5	such	such	DET
hjic-851	38	6	an	an	DET
hjic-851	38	7	aggregator	aggregator	NOUN
hjic-851	38	8	have	have	AUX
hjic-851	38	9	been	be	AUX
hjic-851	38	10	determined	determine	VERB
hjic-851	38	11	:	:	PUNCT
hjic-851	38	12	3	3	NUM
hjic-851	38	13	phases	phase	NOUN
hjic-851	38	14	of	of	ADP
hjic-851	38	15	an	an	DET
hjic-851	38	16	overlaying	overlay	VERB
hjic-851	38	17	optimization	optimization	NOUN
hjic-851	38	18	process	process	NOUN
hjic-851	38	19	are	be	AUX
hjic-851	38	20	recommended	recommend	VERB
hjic-851	38	21	,	,	PUNCT
hjic-851	38	22	optimization	optimization	NOUN
hjic-851	38	23	requirements	requirement	NOUN
hjic-851	38	24	are	be	AUX
hjic-851	38	25	defined	define	VERB
hjic-851	38	26	and	and	CCONJ
hjic-851	38	27	input	input	NOUN
hjic-851	38	28	/	/	SYM
hjic-851	38	29	output	output	NOUN
hjic-851	38	30	parameters	parameter	NOUN
hjic-851	38	31	determined	determine	VERB
hjic-851	38	32	to	to	PART
hjic-851	38	33	enable	enable	VERB
hjic-851	38	34	cooperation	cooperation	NOUN
hjic-851	38	35	between	between	ADP
hjic-851	38	36	optimization	optimization	NOUN
hjic-851	38	37	phases	phase	NOUN
hjic-851	38	38	throughout	throughout	ADP
hjic-851	38	39	the	the	DET
hjic-851	38	40	business	business	NOUN
hjic-851	38	41	process	process	NOUN
hjic-851	38	42	.	.	PUNCT
hjic-851	39	1	section	section	NOUN
hjic-851	39	2	1	1	NUM
hjic-851	39	3	introduced	introduce	VERB
hjic-851	39	4	challenges	challenge	NOUN
hjic-851	39	5	that	that	PRON
hjic-851	39	6	concern	concern	VERB
hjic-851	39	7	the	the	DET
hjic-851	39	8	energy	energy	NOUN
hjic-851	39	9	sector	sector	NOUN
hjic-851	39	10	,	,	PUNCT
hjic-851	39	11	defined	define	VERB
hjic-851	39	12	a	a	DET
hjic-851	39	13	problem	problem	NOUN
hjic-851	39	14	statement	statement	NOUN
hjic-851	39	15	and	and	CCONJ
hjic-851	39	16	presented	present	VERB
hjic-851	39	17	current	current	ADJ
hjic-851	39	18	research	research	NOUN
hjic-851	39	19	as	as	ADV
hjic-851	39	20	well	well	ADV
hjic-851	39	21	as	as	ADP
hjic-851	39	22	implementations	implementation	NOUN
hjic-851	39	23	.	.	PUNCT
hjic-851	40	1	section	section	NOUN
hjic-851	40	2	2	2	NUM
hjic-851	40	3	describes	describe	VERB
hjic-851	40	4	the	the	DET
hjic-851	40	5	architecture	architecture	NOUN
hjic-851	40	6	of	of	ADP
hjic-851	40	7	an	an	DET
hjic-851	40	8	aggregator	aggregator	NOUN
hjic-851	40	9	extending	extend	VERB
hjic-851	40	10	the	the	DET
hjic-851	40	11	virtual	virtual	ADJ
hjic-851	40	12	power	power	NOUN
hjic-851	40	13	plant	plant	NOUN
hjic-851	40	14	concept	concept	NOUN
hjic-851	40	15	with	with	ADP
hjic-851	40	16	heterogeneous	heterogeneous	ADJ
hjic-851	40	17	resources	resource	NOUN
hjic-851	40	18	of	of	ADP
hjic-851	40	19	flexibility	flexibility	NOUN
hjic-851	40	20	and	and	CCONJ
hjic-851	40	21	the	the	DET
hjic-851	40	22	optimization	optimization	NOUN
hjic-851	40	23	module	module	NOUN
hjic-851	40	24	.	.	PUNCT
hjic-851	41	1	differences	difference	NOUN
hjic-851	41	2	between	between	ADP
hjic-851	41	3	typical	typical	ADJ
hjic-851	41	4	aggregator	aggregator	NOUN
hjic-851	41	5	definitions	definition	NOUN
hjic-851	41	6	and	and	CCONJ
hjic-851	41	7	functions	function	NOUN
hjic-851	41	8	proposed	propose	VERB
hjic-851	41	9	in	in	ADP
hjic-851	41	10	this	this	DET
hjic-851	41	11	paper	paper	NOUN
hjic-851	41	12	are	be	AUX
hjic-851	41	13	highlighted	highlight	VERB
hjic-851	41	14	.	.	PUNCT
hjic-851	42	1	an	an	DET
hjic-851	42	2	architecture	architecture	NOUN
hjic-851	42	3	is	be	AUX
hjic-851	42	4	planned	plan	VERB
hjic-851	42	5	where	where	SCONJ
hjic-851	42	6	optimization	optimization	NOUN
hjic-851	42	7	is	be	AUX
hjic-851	42	8	separated	separate	VERB
hjic-851	42	9	from	from	ADP
hjic-851	42	10	the	the	DET
hjic-851	42	11	generator	generator	NOUN
hjic-851	42	12	control	control	NOUN
hjic-851	42	13	module	module	NOUN
hjic-851	42	14	as	as	SCONJ
hjic-851	42	15	it	it	PRON
hjic-851	42	16	has	have	VERB
hjic-851	42	17	to	to	PART
hjic-851	42	18	solve	solve	VERB
hjic-851	42	19	a	a	DET
hjic-851	42	20	much	much	ADV
hjic-851	42	21	more	more	ADV
hjic-851	42	22	complex	complex	ADJ
hjic-851	42	23	problem	problem	NOUN
hjic-851	42	24	than	than	ADP
hjic-851	42	25	regular	regular	ADJ
hjic-851	42	26	,	,	PUNCT
hjic-851	42	27	built	build	VERB
hjic-851	42	28	-	-	PUNCT
hjic-851	42	29	in	in	ADP
hjic-851	42	30	dispatch	dispatch	NOUN
hjic-851	42	31	functions	function	NOUN
hjic-851	42	32	face	face	NOUN
hjic-851	42	33	.	.	PUNCT
hjic-851	43	1	the	the	DET
hjic-851	43	2	business	business	NOUN
hjic-851	43	3	context	context	NOUN
hjic-851	43	4	is	be	AUX
hjic-851	43	5	presented	present	VERB
hjic-851	43	6	that	that	PRON
hjic-851	43	7	assumes	assume	VERB
hjic-851	43	8	a	a	DET
hjic-851	43	9	complex	complex	ADJ
hjic-851	43	10	optimization	optimization	NOUN
hjic-851	43	11	approach	approach	NOUN
hjic-851	43	12	as	as	SCONJ
hjic-851	43	13	introduced	introduce	VERB
hjic-851	43	14	in	in	ADP
hjic-851	43	15	section	section	NOUN
hjic-851	43	16	3	3	NUM
hjic-851	43	17	.	.	PUNCT
hjic-851	44	1	here	here	ADV
hjic-851	44	2	optimization	optimization	NOUN
hjic-851	44	3	requirements	requirement	NOUN
hjic-851	44	4	are	be	AUX
hjic-851	44	5	collected	collect	VERB
hjic-851	44	6	to	to	PART
hjic-851	44	7	fulfil	fulfil	VERB
hjic-851	44	8	the	the	DET
hjic-851	44	9	objectives	objective	NOUN
hjic-851	44	10	of	of	ADP
hjic-851	44	11	previous	previous	ADJ
hjic-851	44	12	sections	section	NOUN
hjic-851	44	13	and	and	CCONJ
hjic-851	44	14	to	to	PART
hjic-851	44	15	optimize	optimize	VERB
hjic-851	44	16	process	process	NOUN
hjic-851	44	17	phases	phase	NOUN
hjic-851	44	18	,	,	PUNCT
hjic-851	44	19	data	datum	NOUN
hjic-851	44	20	exchange	exchange	NOUN
hjic-851	44	21	between	between	ADP
hjic-851	44	22	phases	phase	NOUN
hjic-851	44	23	is	be	AUX
hjic-851	44	24	determined	determine	VERB
hjic-851	44	25	.	.	PUNCT
hjic-851	45	1	2	2	X
hjic-851	45	2	.	.	X
hjic-851	45	3	aggregator	aggregator	NOUN
hjic-851	45	4	framework	framework	NOUN
hjic-851	45	5	the	the	DET
hjic-851	45	6	flexibility	flexibility	NOUN
hjic-851	45	7	center	center	NOUN
hjic-851	45	8	(	(	PUNCT
hjic-851	45	9	fc	fc	X
hjic-851	45	10	)	)	PUNCT
hjic-851	45	11	is	be	AUX
hjic-851	45	12	introduced	introduce	VERB
hjic-851	45	13	in	in	ADP
hjic-851	45	14	this	this	DET
hjic-851	45	15	paper	paper	NOUN
hjic-851	45	16	as	as	ADP
hjic-851	45	17	an	an	DET
hjic-851	45	18	entity	entity	NOUN
hjic-851	45	19	that	that	PRON
hjic-851	45	20	implements	implement	VERB
hjic-851	45	21	the	the	DET
hjic-851	45	22	role	role	NOUN
hjic-851	45	23	of	of	ADP
hjic-851	45	24	the	the	DET
hjic-851	45	25	aggregator	aggregator	NOUN
hjic-851	45	26	.	.	PUNCT
hjic-851	46	1	it	it	PRON
hjic-851	46	2	is	be	AUX
hjic-851	46	3	a	a	DET
hjic-851	46	4	framework	framework	NOUN
hjic-851	46	5	of	of	ADP
hjic-851	46	6	tools	tool	NOUN
hjic-851	46	7	and	and	CCONJ
hjic-851	46	8	functions	function	NOUN
hjic-851	46	9	that	that	PRON
hjic-851	46	10	enable	enable	VERB
hjic-851	46	11	the	the	DET
hjic-851	46	12	aggregation	aggregation	NOUN
hjic-851	46	13	of	of	ADP
hjic-851	46	14	distributed	distribute	VERB
hjic-851	46	15	,	,	PUNCT
hjic-851	46	16	heterogeneous	heterogeneous	ADJ
hjic-851	46	17	flexibility	flexibility	NOUN
hjic-851	46	18	resources	resource	NOUN
hjic-851	46	19	and	and	CCONJ
hjic-851	46	20	provide	provide	VERB
hjic-851	46	21	services	service	NOUN
hjic-851	46	22	in	in	ADP
hjic-851	46	23	wholesale	wholesale	ADJ
hjic-851	46	24	markets	market	NOUN
hjic-851	46	25	.	.	PUNCT
hjic-851	47	1	components	component	NOUN
hjic-851	47	2	of	of	ADP
hjic-851	47	3	the	the	DET
hjic-851	47	4	fc	fc	PROPN
hjic-851	47	5	will	will	AUX
hjic-851	47	6	be	be	AUX
hjic-851	47	7	presented	present	VERB
hjic-851	47	8	as	as	ADV
hjic-851	47	9	well	well	ADV
hjic-851	47	10	as	as	ADP
hjic-851	47	11	its	its	PRON
hjic-851	47	12	operating	operating	NOUN
hjic-851	47	13	environment	environment	NOUN
hjic-851	47	14	in	in	ADP
hjic-851	47	15	order	order	NOUN
hjic-851	47	16	to	to	PART
hjic-851	47	17	provide	provide	VERB
hjic-851	47	18	a	a	DET
hjic-851	47	19	framework	framework	NOUN
hjic-851	47	20	for	for	ADP
hjic-851	47	21	optimization	optimization	NOUN
hjic-851	47	22	of	of	ADP
hjic-851	47	23	heterogeneous	heterogeneous	ADJ
hjic-851	47	24	energy	energy	NOUN
hjic-851	47	25	resources	resource	NOUN
hjic-851	47	26	.	.	PUNCT
hjic-851	48	1	2.1	2.1	NUM
hjic-851	48	2	aggregator	aggregator	NOUN
hjic-851	48	3	role	role	NOUN
hjic-851	48	4	according	accord	VERB
hjic-851	48	5	to	to	ADP
hjic-851	48	6	the	the	DET
hjic-851	48	7	definition	definition	NOUN
hjic-851	48	8	derived	derive	VERB
hjic-851	48	9	from	from	ADP
hjic-851	48	10	the	the	DET
hjic-851	48	11	universal	universal	ADJ
hjic-851	48	12	smart	smart	ADJ
hjic-851	48	13	energy	energy	NOUN
hjic-851	48	14	framework	framework	NOUN
hjic-851	48	15	(	(	PUNCT
hjic-851	48	16	usef	usef	PROPN
hjic-851	48	17	)	)	PUNCT
hjic-851	49	1	[	[	X
hjic-851	49	2	9	9	NUM
hjic-851	49	3	]	]	PUNCT
hjic-851	49	4	,	,	PUNCT
hjic-851	49	5	an	an	DET
hjic-851	49	6	aggregator	aggregator	NOUN
hjic-851	49	7	is	be	AUX
hjic-851	49	8	responsible	responsible	ADJ
hjic-851	49	9	for	for	ADP
hjic-851	49	10	acquiring	acquire	VERB
hjic-851	49	11	flexibility	flexibility	NOUN
hjic-851	49	12	from	from	ADP
hjic-851	49	13	prosumers	prosumer	NOUN
hjic-851	49	14	,	,	PUNCT
hjic-851	49	15	aggregating	aggregate	VERB
hjic-851	49	16	it	it	PRON
hjic-851	49	17	into	into	ADP
hjic-851	49	18	a	a	DET
hjic-851	49	19	portfolio	portfolio	NOUN
hjic-851	49	20	,	,	PUNCT
hjic-851	49	21	creating	create	VERB
hjic-851	49	22	services	service	NOUN
hjic-851	49	23	that	that	PRON
hjic-851	49	24	draw	draw	VERB
hjic-851	49	25	on	on	ADP
hjic-851	49	26	the	the	DET
hjic-851	49	27	accumulated	accumulate	VERB
hjic-851	49	28	flexibility	flexibility	NOUN
hjic-851	49	29	,	,	PUNCT
hjic-851	49	30	and	and	CCONJ
hjic-851	49	31	offering	offer	VERB
hjic-851	49	32	these	these	DET
hjic-851	49	33	flexibility	flexibility	NOUN
hjic-851	49	34	services	service	NOUN
hjic-851	49	35	to	to	ADP
hjic-851	49	36	different	different	ADJ
hjic-851	49	37	markets	market	NOUN
hjic-851	49	38	that	that	PRON
hjic-851	49	39	serve	serve	VERB
hjic-851	49	40	various	various	ADJ
hjic-851	49	41	market	market	NOUN
hjic-851	49	42	players	player	NOUN
hjic-851	49	43	.	.	PUNCT
hjic-851	50	1	in	in	ADP
hjic-851	50	2	return	return	NOUN
hjic-851	50	3	,	,	PUNCT
hjic-851	50	4	the	the	DET
hjic-851	50	5	aggregator	aggregator	NOUN
hjic-851	50	6	receives	receive	VERB
hjic-851	50	7	the	the	DET
hjic-851	50	8	value	value	NOUN
hjic-851	50	9	it	it	PRON
hjic-851	50	10	creates	create	VERB
hjic-851	50	11	on	on	ADP
hjic-851	50	12	these	these	DET
hjic-851	50	13	markets	market	NOUN
hjic-851	50	14	and	and	CCONJ
hjic-851	50	15	shares	share	VERB
hjic-851	50	16	it	it	PRON
hjic-851	50	17	with	with	ADP
hjic-851	50	18	the	the	DET
hjic-851	50	19	prosumer	prosumer	NOUN
hjic-851	50	20	as	as	ADP
hjic-851	50	21	an	an	DET
hjic-851	50	22	incentive	incentive	NOUN
hjic-851	50	23	to	to	PART
hjic-851	50	24	shift	shift	VERB
hjic-851	50	25	its	its	PRON
hjic-851	50	26	load	load	NOUN
hjic-851	50	27	.	.	PUNCT
hjic-851	51	1	in	in	ADP
hjic-851	51	2	the	the	DET
hjic-851	51	3	definition	definition	NOUN
hjic-851	51	4	above	above	ADV
hjic-851	51	5	,	,	PUNCT
hjic-851	51	6	usef	usef	PROPN
hjic-851	51	7	only	only	ADV
hjic-851	51	8	restricts	restrict	VERB
hjic-851	51	9	the	the	DET
hjic-851	51	10	scope	scope	NOUN
hjic-851	51	11	of	of	ADP
hjic-851	51	12	the	the	DET
hjic-851	51	13	aggregator	aggregator	NOUN
hjic-851	51	14	for	for	ADP
hjic-851	51	15	prosumers	prosumer	NOUN
hjic-851	51	16	by	by	ADP
hjic-851	51	17	limiting	limit	VERB
hjic-851	51	18	the	the	DET
hjic-851	51	19	activities	activity	NOUN
hjic-851	51	20	of	of	ADP
hjic-851	51	21	the	the	DET
hjic-851	51	22	aggregator	aggregator	NOUN
hjic-851	51	23	with	with	ADP
hjic-851	51	24	regard	regard	NOUN
hjic-851	51	25	to	to	AUX
hjic-851	51	26	demand	demand	VERB
hjic-851	51	27	response	response	NOUN
hjic-851	51	28	aggregation	aggregation	NOUN
hjic-851	51	29	.	.	PUNCT
hjic-851	52	1	the	the	DET
hjic-851	52	2	eu	eu	PROPN
hjic-851	52	3	commission	commission	PROPN
hjic-851	52	4	proposal	proposal	NOUN
hjic-851	52	5	for	for	ADP
hjic-851	52	6	the	the	DET
hjic-851	52	7	recast	recast	NOUN
hjic-851	52	8	of	of	ADP
hjic-851	52	9	the	the	DET
hjic-851	52	10	e	e	NOUN
hjic-851	52	11	-	-	NOUN
hjic-851	52	12	directive	directive	ADJ
hjic-851	52	13	[	[	X
hjic-851	52	14	2	2	NUM
hjic-851	52	15	]	]	PUNCT
hjic-851	52	16	defines	define	VERB
hjic-851	52	17	the	the	DET
hjic-851	52	18	aggregator	aggregator	NOUN
hjic-851	52	19	as	as	ADP
hjic-851	52	20	a	a	DET
hjic-851	52	21	market	market	NOUN
hjic-851	52	22	participant	participant	NOUN
hjic-851	52	23	that	that	PRON
hjic-851	52	24	combines	combine	VERB
hjic-851	52	25	multiple	multiple	ADJ
hjic-851	52	26	customer	customer	NOUN
hjic-851	52	27	loads	load	NOUN
hjic-851	52	28	or	or	CCONJ
hjic-851	52	29	generated	generate	VERB
hjic-851	52	30	electricity	electricity	NOUN
hjic-851	52	31	for	for	ADP
hjic-851	52	32	sale	sale	NOUN
hjic-851	52	33	,	,	PUNCT
hjic-851	52	34	purchase	purchase	NOUN
hjic-851	52	35	or	or	CCONJ
hjic-851	52	36	auction	auction	NOUN
hjic-851	52	37	in	in	ADP
hjic-851	52	38	any	any	DET
hjic-851	52	39	organised	organised	ADJ
hjic-851	52	40	energy	energy	NOUN
hjic-851	52	41	market	market	NOUN
hjic-851	52	42	.	.	PUNCT
hjic-851	53	1	in	in	ADP
hjic-851	53	2	this	this	DET
hjic-851	53	3	study	study	NOUN
hjic-851	53	4	the	the	DET
hjic-851	53	5	commission	commission	NOUN
hjic-851	53	6	’s	’s	PART
hjic-851	53	7	definition	definition	NOUN
hjic-851	53	8	is	be	AUX
hjic-851	53	9	used	use	VERB
hjic-851	53	10	that	that	PRON
hjic-851	53	11	incorporates	incorporate	VERB
hjic-851	53	12	aggregation	aggregation	NOUN
hjic-851	53	13	of	of	ADP
hjic-851	53	14	all	all	DET
hjic-851	53	15	types	type	NOUN
hjic-851	53	16	of	of	ADP
hjic-851	53	17	decentralized	decentralize	VERB
hjic-851	53	18	energy	energy	NOUN
hjic-851	53	19	resources	resource	NOUN
hjic-851	53	20	.	.	PUNCT
hjic-851	54	1	the	the	DET
hjic-851	54	2	objective	objective	NOUN
hjic-851	54	3	of	of	ADP
hjic-851	54	4	the	the	DET
hjic-851	54	5	research	research	NOUN
hjic-851	54	6	is	be	AUX
hjic-851	54	7	to	to	PART
hjic-851	54	8	identify	identify	VERB
hjic-851	54	9	optimization	optimization	NOUN
hjic-851	54	10	use	use	NOUN
hjic-851	54	11	cases	case	NOUN
hjic-851	54	12	of	of	ADP
hjic-851	54	13	an	an	DET
hjic-851	54	14	aggregator	aggregator	NOUN
hjic-851	54	15	,	,	PUNCT
hjic-851	54	16	so	so	SCONJ
hjic-851	54	17	assumptions	assumption	NOUN
hjic-851	54	18	have	have	VERB
hjic-851	54	19	to	to	PART
hjic-851	54	20	be	be	AUX
hjic-851	54	21	made	make	VERB
hjic-851	54	22	to	to	PART
hjic-851	54	23	simplify	simplify	VERB
hjic-851	54	24	the	the	DET
hjic-851	54	25	market	market	NOUN
hjic-851	54	26	environment	environment	NOUN
hjic-851	54	27	the	the	DET
hjic-851	54	28	aggregator	aggregator	NOUN
hjic-851	54	29	operates	operate	VERB
hjic-851	54	30	in	in	ADP
hjic-851	54	31	.	.	PUNCT
hjic-851	55	1	to	to	PART
hjic-851	55	2	be	be	AUX
hjic-851	55	3	able	able	ADJ
hjic-851	55	4	to	to	PART
hjic-851	55	5	ignore	ignore	VERB
hjic-851	55	6	challenges	challenge	NOUN
hjic-851	55	7	concerning	concern	VERB
hjic-851	55	8	the	the	DET
hjic-851	55	9	dissociation	dissociation	NOUN
hjic-851	55	10	of	of	ADP
hjic-851	55	11	energy	energy	NOUN
hjic-851	55	12	supply	supply	NOUN
hjic-851	55	13	/	/	SYM
hjic-851	55	14	wholesale	wholesale	ADJ
hjic-851	55	15	energy	energy	NOUN
hjic-851	55	16	trading	trading	NOUN
hjic-851	55	17	and	and	CCONJ
hjic-851	55	18	flexibility	flexibility	NOUN
hjic-851	55	19	activation	activation	NOUN
hjic-851	55	20	,	,	PUNCT
hjic-851	55	21	which	which	PRON
hjic-851	55	22	is	be	AUX
hjic-851	55	23	a	a	DET
hjic-851	55	24	significant	significant	ADJ
hjic-851	55	25	change	change	NOUN
hjic-851	55	26	to	to	ADP
hjic-851	55	27	current	current	ADJ
hjic-851	55	28	market	market	NOUN
hjic-851	55	29	models	model	NOUN
hjic-851	55	30	,	,	PUNCT
hjic-851	55	31	the	the	DET
hjic-851	55	32	fc	fc	PROPN
hjic-851	55	33	implements	implement	VERB
hjic-851	55	34	the	the	DET
hjic-851	55	35	role	role	NOUN
hjic-851	55	36	of	of	ADP
hjic-851	55	37	the	the	DET
hjic-851	55	38	aggregator	aggregator	NOUN
hjic-851	55	39	using	use	VERB
hjic-851	55	40	an	an	DET
hjic-851	55	41	integrated	integrate	VERB
hjic-851	55	42	aggregator	aggregator	NOUN
hjic-851	55	43	model	model	NOUN
hjic-851	56	1	[	[	X
hjic-851	56	2	5	5	NUM
hjic-851	56	3	]	]	PUNCT
hjic-851	56	4	.	.	PUNCT
hjic-851	57	1	following	follow	VERB
hjic-851	57	2	the	the	DET
hjic-851	57	3	integrated	integrated	ADJ
hjic-851	57	4	model	model	NOUN
hjic-851	57	5	,	,	PUNCT
hjic-851	57	6	the	the	DET
hjic-851	57	7	roles	role	NOUN
hjic-851	57	8	of	of	ADP
hjic-851	57	9	the	the	DET
hjic-851	57	10	supplier	supplier	NOUN
hjic-851	57	11	/	/	SYM
hjic-851	57	12	trader	trader	NOUN
hjic-851	57	13	and	and	CCONJ
hjic-851	57	14	aggregator	aggregator	NOUN
hjic-851	57	15	are	be	AUX
hjic-851	57	16	combined	combine	VERB
hjic-851	57	17	into	into	ADP
hjic-851	57	18	one	one	NUM
hjic-851	57	19	market	market	NOUN
hjic-851	57	20	party	party	NOUN
hjic-851	57	21	,	,	PUNCT
hjic-851	57	22	both	both	PRON
hjic-851	57	23	of	of	ADP
hjic-851	57	24	which	which	PRON
hjic-851	57	25	are	be	AUX
hjic-851	57	26	part	part	NOUN
hjic-851	57	27	of	of	ADP
hjic-851	57	28	the	the	DET
hjic-851	57	29	same	same	ADJ
hjic-851	57	30	balancing	balancing	NOUN
hjic-851	57	31	group	group	NOUN
hjic-851	57	32	,	,	PUNCT
hjic-851	57	33	contracted	contract	VERB
hjic-851	57	34	by	by	ADP
hjic-851	57	35	the	the	DET
hjic-851	57	36	same	same	ADJ
hjic-851	57	37	brp	brp	PROPN
hjic-851	57	38	.	.	PUNCT
hjic-851	58	1	since	since	SCONJ
hjic-851	58	2	compensation	compensation	NOUN
hjic-851	58	3	for	for	ADP
hjic-851	58	4	imbalances	imbalance	NOUN
hjic-851	58	5	and	and	CCONJ
hjic-851	58	6	the	the	DET
hjic-851	58	7	open	open	ADJ
hjic-851	58	8	supply	supply	NOUN
hjic-851	58	9	position	position	NOUN
hjic-851	58	10	are	be	AUX
hjic-851	58	11	unnecessary	unnecessary	ADJ
hjic-851	58	12	,	,	PUNCT
hjic-851	58	13	portfolio	portfolio	NOUN
hjic-851	58	14	optimization	optimization	NOUN
hjic-851	58	15	efforts	effort	NOUN
hjic-851	58	16	rather	rather	ADV
hjic-851	58	17	than	than	ADP
hjic-851	58	18	market	market	NOUN
hjic-851	58	19	issues	issue	NOUN
hjic-851	58	20	remain	remain	VERB
hjic-851	58	21	the	the	DET
hjic-851	58	22	primary	primary	ADJ
hjic-851	58	23	focus	focus	NOUN
hjic-851	58	24	.	.	PUNCT
hjic-851	59	1	definitions	definition	NOUN
hjic-851	59	2	and	and	CCONJ
hjic-851	59	3	implementations	implementation	NOUN
hjic-851	59	4	of	of	ADP
hjic-851	59	5	an	an	DET
hjic-851	59	6	aggregator	aggregator	NOUN
hjic-851	59	7	,	,	PUNCT
hjic-851	59	8	as	as	SCONJ
hjic-851	59	9	referenced	reference	VERB
hjic-851	59	10	in	in	ADP
hjic-851	59	11	section	section	NOUN
hjic-851	59	12	1	1	NUM
hjic-851	59	13	,	,	PUNCT
hjic-851	59	14	outline	outline	VERB
hjic-851	59	15	a	a	DET
hjic-851	59	16	model	model	NOUN
hjic-851	59	17	aggregator	aggregator	NOUN
hjic-851	59	18	as	as	ADP
hjic-851	59	19	a	a	DET
hjic-851	59	20	hungarian	hungarian	ADJ
hjic-851	59	21	journal	journal	NOUN
hjic-851	59	22	of	of	ADP
hjic-851	59	23	industry	industry	NOUN
hjic-851	59	24	and	and	CCONJ
hjic-851	59	25	chemistry	chemistry	NOUN
hjic-851	59	26	aggregation	aggregation	NOUN
hjic-851	59	27	of	of	ADP
hjic-851	59	28	heterogeneous	heterogeneous	ADJ
hjic-851	59	29	flexibility	flexibility	NOUN
hjic-851	59	30	resources	resource	VERB
hjic-851	59	31	67	67	NUM
hjic-851	59	32	service	service	NOUN
hjic-851	59	33	provider	provider	NOUN
hjic-851	59	34	that	that	PRON
hjic-851	59	35	responds	respond	VERB
hjic-851	59	36	to	to	ADP
hjic-851	59	37	external	external	ADJ
hjic-851	59	38	requirements	requirement	NOUN
hjic-851	59	39	.	.	PUNCT
hjic-851	60	1	in	in	ADP
hjic-851	60	2	this	this	DET
hjic-851	60	3	study	study	NOUN
hjic-851	60	4	,	,	PUNCT
hjic-851	60	5	the	the	DET
hjic-851	60	6	role	role	NOUN
hjic-851	60	7	of	of	ADP
hjic-851	60	8	the	the	DET
hjic-851	60	9	aggregator	aggregator	NOUN
hjic-851	60	10	is	be	AUX
hjic-851	60	11	extended	extend	VERB
hjic-851	60	12	to	to	PART
hjic-851	60	13	operate	operate	VERB
hjic-851	60	14	on	on	ADP
hjic-851	60	15	the	the	DET
hjic-851	60	16	wholesale	wholesale	ADJ
hjic-851	60	17	energy	energy	NOUN
hjic-851	60	18	markets	market	NOUN
hjic-851	60	19	as	as	ADV
hjic-851	60	20	well	well	ADV
hjic-851	60	21	,	,	PUNCT
hjic-851	60	22	in	in	ADP
hjic-851	60	23	cooperation	cooperation	NOUN
hjic-851	60	24	with	with	ADP
hjic-851	60	25	its	its	PRON
hjic-851	60	26	brp	brp	PROPN
hjic-851	60	27	/	/	SYM
hjic-851	60	28	energy	energy	NOUN
hjic-851	60	29	trader	trader	NOUN
hjic-851	60	30	.	.	PUNCT
hjic-851	61	1	it	it	PRON
hjic-851	61	2	is	be	AUX
hjic-851	61	3	proposed	propose	VERB
hjic-851	61	4	that	that	SCONJ
hjic-851	61	5	the	the	DET
hjic-851	61	6	flexibility	flexibility	NOUN
hjic-851	61	7	center	center	NOUN
hjic-851	61	8	should	should	AUX
hjic-851	61	9	both	both	CCONJ
hjic-851	61	10	fulfil	fulfil	VERB
hjic-851	61	11	external	external	ADJ
hjic-851	61	12	requests	request	NOUN
hjic-851	61	13	and	and	CCONJ
hjic-851	61	14	participate	participate	VERB
hjic-851	61	15	in	in	ADP
hjic-851	61	16	energy	energy	NOUN
hjic-851	61	17	trading	trading	NOUN
hjic-851	61	18	to	to	PART
hjic-851	61	19	optimize	optimize	VERB
hjic-851	61	20	economic	economic	ADJ
hjic-851	61	21	gain	gain	NOUN
hjic-851	61	22	.	.	PUNCT
hjic-851	62	1	2.2	2.2	NUM
hjic-851	62	2	architecture	architecture	NOUN
hjic-851	62	3	the	the	DET
hjic-851	62	4	proposed	propose	VERB
hjic-851	62	5	flexibility	flexibility	NOUN
hjic-851	62	6	center	center	NOUN
hjic-851	62	7	contains	contain	VERB
hjic-851	62	8	individual	individual	ADJ
hjic-851	62	9	modules	module	NOUN
hjic-851	62	10	that	that	PRON
hjic-851	62	11	cooperate	cooperate	VERB
hjic-851	62	12	to	to	PART
hjic-851	62	13	implement	implement	VERB
hjic-851	62	14	the	the	DET
hjic-851	62	15	roles	role	NOUN
hjic-851	62	16	of	of	ADP
hjic-851	62	17	aggregation	aggregation	NOUN
hjic-851	62	18	.	.	PUNCT
hjic-851	63	1	the	the	DET
hjic-851	63	2	scada	scada	PROPN
hjic-851	63	3	(	(	PUNCT
hjic-851	63	4	supervisory	supervisory	ADJ
hjic-851	63	5	control	control	NOUN
hjic-851	63	6	and	and	CCONJ
hjic-851	63	7	data	datum	NOUN
hjic-851	63	8	acquisition	acquisition	NOUN
hjic-851	63	9	)	)	PUNCT
hjic-851	63	10	system	system	NOUN
hjic-851	63	11	is	be	AUX
hjic-851	63	12	responsible	responsible	ADJ
hjic-851	63	13	for	for	ADP
hjic-851	63	14	data	data	NOUN
hjic-851	63	15	acquisition	acquisition	NOUN
hjic-851	63	16	and	and	CCONJ
hjic-851	63	17	control	control	NOUN
hjic-851	63	18	.	.	PUNCT
hjic-851	64	1	it	it	PRON
hjic-851	64	2	can	can	AUX
hjic-851	64	3	be	be	AUX
hjic-851	64	4	considered	consider	VERB
hjic-851	64	5	as	as	ADP
hjic-851	64	6	a	a	DET
hjic-851	64	7	low	low	ADJ
hjic-851	64	8	-	-	PUNCT
hjic-851	64	9	level	level	NOUN
hjic-851	64	10	interface	interface	NOUN
hjic-851	64	11	to	to	ADP
hjic-851	64	12	the	the	DET
hjic-851	64	13	controlled	control	VERB
hjic-851	64	14	resources	resource	NOUN
hjic-851	64	15	.	.	PUNCT
hjic-851	65	1	standard	standard	ADJ
hjic-851	65	2	building	building	NOUN
hjic-851	65	3	block	block	NOUN
hjic-851	65	4	.	.	PUNCT
hjic-851	66	1	the	the	DET
hjic-851	66	2	aglc	aglc	NOUN
hjic-851	66	3	(	(	PUNCT
hjic-851	66	4	automatic	automatic	ADJ
hjic-851	66	5	generator	generator	NOUN
hjic-851	66	6	loading	loading	NOUN
hjic-851	66	7	control	control	NOUN
hjic-851	66	8	)	)	PUNCT
hjic-851	66	9	module	module	NOUN
hjic-851	66	10	controls	control	VERB
hjic-851	66	11	power	power	NOUN
hjic-851	66	12	levels	level	NOUN
hjic-851	66	13	concerning	concern	VERB
hjic-851	66	14	elements	element	NOUN
hjic-851	66	15	of	of	ADP
hjic-851	66	16	the	the	DET
hjic-851	66	17	portfolio	portfolio	NOUN
hjic-851	66	18	using	use	VERB
hjic-851	66	19	scada	scada	PROPN
hjic-851	66	20	services	service	NOUN
hjic-851	66	21	based	base	VERB
hjic-851	66	22	on	on	ADP
hjic-851	66	23	the	the	DET
hjic-851	66	24	expected	expect	VERB
hjic-851	66	25	optimized	optimize	VERB
hjic-851	66	26	dispatch	dispatch	NOUN
hjic-851	66	27	.	.	PUNCT
hjic-851	67	1	standard	standard	ADJ
hjic-851	67	2	building	building	NOUN
hjic-851	67	3	block	block	NOUN
hjic-851	67	4	.	.	PUNCT
hjic-851	68	1	the	the	DET
hjic-851	68	2	forecast	forecast	NOUN
hjic-851	68	3	module	module	NOUN
hjic-851	68	4	provides	provide	VERB
hjic-851	68	5	forecasts	forecast	NOUN
hjic-851	68	6	with	with	ADP
hjic-851	68	7	regard	regard	NOUN
hjic-851	68	8	to	to	ADP
hjic-851	68	9	generation	generation	NOUN
hjic-851	68	10	,	,	PUNCT
hjic-851	68	11	consumption	consumption	NOUN
hjic-851	68	12	volumes	volume	NOUN
hjic-851	68	13	and	and	CCONJ
hjic-851	68	14	market	market	NOUN
hjic-851	68	15	prices	price	NOUN
hjic-851	68	16	.	.	PUNCT
hjic-851	69	1	generation	generation	NOUN
hjic-851	69	2	and	and	CCONJ
hjic-851	69	3	consumption	consumption	NOUN
hjic-851	69	4	is	be	AUX
hjic-851	69	5	forecast	forecast	VERB
hjic-851	69	6	as	as	ADP
hjic-851	69	7	a	a	DET
hjic-851	69	8	standard	standard	ADJ
hjic-851	69	9	function	function	NOUN
hjic-851	69	10	for	for	ADP
hjic-851	69	11	any	any	DET
hjic-851	69	12	implementations	implementation	NOUN
hjic-851	69	13	that	that	PRON
hjic-851	69	14	control	control	VERB
hjic-851	69	15	intermittent	intermittent	ADJ
hjic-851	69	16	resources	resource	NOUN
hjic-851	69	17	.	.	PUNCT
hjic-851	70	1	however	however	ADV
hjic-851	70	2	,	,	PUNCT
hjic-851	70	3	price	price	NOUN
hjic-851	70	4	forecasting	forecasting	NOUN
hjic-851	70	5	is	be	AUX
hjic-851	70	6	an	an	DET
hjic-851	70	7	additional	additional	ADJ
hjic-851	70	8	function	function	NOUN
hjic-851	70	9	required	require	VERB
hjic-851	70	10	by	by	ADP
hjic-851	70	11	the	the	DET
hjic-851	70	12	trading	trading	NOUN
hjic-851	70	13	responsibility	responsibility	NOUN
hjic-851	70	14	of	of	ADP
hjic-851	70	15	the	the	DET
hjic-851	70	16	flexibility	flexibility	NOUN
hjic-851	70	17	center	center	NOUN
hjic-851	70	18	.	.	PUNCT
hjic-851	71	1	the	the	DET
hjic-851	71	2	proposed	propose	VERB
hjic-851	71	3	architecture	architecture	NOUN
hjic-851	71	4	of	of	ADP
hjic-851	71	5	the	the	DET
hjic-851	71	6	aggregator	aggregator	NOUN
hjic-851	71	7	defines	define	VERB
hjic-851	71	8	optimization	optimization	NOUN
hjic-851	71	9	as	as	ADP
hjic-851	71	10	an	an	DET
hjic-851	71	11	individual	individual	ADJ
hjic-851	71	12	module	module	NOUN
hjic-851	71	13	.	.	PUNCT
hjic-851	72	1	according	accord	VERB
hjic-851	72	2	to	to	ADP
hjic-851	72	3	the	the	DET
hjic-851	72	4	proposed	propose	VERB
hjic-851	72	5	architecture	architecture	NOUN
hjic-851	72	6	,	,	PUNCT
hjic-851	72	7	it	it	PRON
hjic-851	72	8	has	have	VERB
hjic-851	72	9	an	an	DET
hjic-851	72	10	extended	extended	ADJ
hjic-851	72	11	responsibility	responsibility	NOUN
hjic-851	72	12	,	,	PUNCT
hjic-851	72	13	enabling	enable	VERB
hjic-851	72	14	the	the	DET
hjic-851	72	15	flexibility	flexibility	NOUN
hjic-851	72	16	center	center	NOUN
hjic-851	72	17	to	to	PART
hjic-851	72	18	control	control	VERB
hjic-851	72	19	a	a	DET
hjic-851	72	20	diverse	diverse	ADJ
hjic-851	72	21	portfolio	portfolio	NOUN
hjic-851	72	22	of	of	ADP
hjic-851	72	23	distributed	distribute	VERB
hjic-851	72	24	resources	resource	NOUN
hjic-851	72	25	and	and	CCONJ
hjic-851	72	26	optimize	optimize	VERB
hjic-851	72	27	their	their	PRON
hjic-851	72	28	capacities	capacity	NOUN
hjic-851	72	29	in	in	ADP
hjic-851	72	30	order	order	NOUN
hjic-851	72	31	to	to	PART
hjic-851	72	32	both	both	PRON
hjic-851	72	33	participate	participate	VERB
hjic-851	72	34	in	in	ADP
hjic-851	72	35	wholesale	wholesale	ADJ
hjic-851	72	36	energy	energy	NOUN
hjic-851	72	37	markets	market	NOUN
hjic-851	72	38	and	and	CCONJ
hjic-851	72	39	fulfil	fulfil	VERB
hjic-851	72	40	external	external	ADJ
hjic-851	72	41	requests	request	NOUN
hjic-851	72	42	for	for	ADP
hjic-851	72	43	flexibility	flexibility	NOUN
hjic-851	72	44	activation	activation	NOUN
hjic-851	72	45	.	.	PUNCT
hjic-851	73	1	2.3	2.3	NUM
hjic-851	73	2	services	service	NOUN
hjic-851	73	3	offered	offer	VERB
hjic-851	73	4	and	and	CCONJ
hjic-851	73	5	customers	customer	NOUN
hjic-851	73	6	the	the	DET
hjic-851	73	7	flexibility	flexibility	NOUN
hjic-851	73	8	center	center	NOUN
hjic-851	73	9	provides	provide	VERB
hjic-851	73	10	services	service	NOUN
hjic-851	73	11	for	for	ADP
hjic-851	73	12	its	its	PRON
hjic-851	73	13	customers	customer	NOUN
hjic-851	73	14	in	in	ADP
hjic-851	73	15	terms	term	NOUN
hjic-851	73	16	of	of	ADP
hjic-851	73	17	aggregating	aggregate	VERB
hjic-851	73	18	the	the	DET
hjic-851	73	19	flexibility	flexibility	NOUN
hjic-851	73	20	capabilities	capability	NOUN
hjic-851	73	21	of	of	ADP
hjic-851	73	22	distributed	distribute	VERB
hjic-851	73	23	resources	resource	NOUN
hjic-851	73	24	.	.	PUNCT
hjic-851	74	1	in	in	ADP
hjic-851	74	2	terms	term	NOUN
hjic-851	74	3	of	of	ADP
hjic-851	74	4	the	the	DET
hjic-851	74	5	fc	fc	PROPN
hjic-851	74	6	,	,	PUNCT
hjic-851	74	7	the	the	DET
hjic-851	74	8	reason	reason	NOUN
hjic-851	74	9	why	why	SCONJ
hjic-851	74	10	a	a	DET
hjic-851	74	11	customer	customer	NOUN
hjic-851	74	12	requested	request	VERB
hjic-851	74	13	flexibility	flexibility	NOUN
hjic-851	74	14	is	be	AUX
hjic-851	74	15	irrelevant	irrelevant	ADJ
hjic-851	74	16	.	.	PUNCT
hjic-851	75	1	however	however	ADV
hjic-851	75	2	,	,	PUNCT
hjic-851	75	3	to	to	PART
hjic-851	75	4	prepare	prepare	VERB
hjic-851	75	5	high	high	ADJ
hjic-851	75	6	-	-	PUNCT
hjic-851	75	7	quality	quality	NOUN
hjic-851	75	8	services	service	NOUN
hjic-851	75	9	that	that	PRON
hjic-851	75	10	meet	meet	VERB
hjic-851	75	11	the	the	DET
hjic-851	75	12	technical	technical	ADJ
hjic-851	75	13	requirements	requirement	NOUN
hjic-851	75	14	of	of	ADP
hjic-851	75	15	the	the	DET
hjic-851	75	16	customer	customer	NOUN
hjic-851	75	17	and	and	CCONJ
hjic-851	75	18	are	be	AUX
hjic-851	75	19	profitable	profitable	ADJ
hjic-851	75	20	for	for	SCONJ
hjic-851	75	21	the	the	DET
hjic-851	75	22	fc	fc	PROPN
hjic-851	75	23	,	,	PUNCT
hjic-851	75	24	a	a	DET
hjic-851	75	25	set	set	NOUN
hjic-851	75	26	of	of	ADP
hjic-851	75	27	offered	offer	VERB
hjic-851	75	28	services	service	NOUN
hjic-851	75	29	has	have	VERB
hjic-851	75	30	to	to	PART
hjic-851	75	31	be	be	AUX
hjic-851	75	32	defined	define	VERB
hjic-851	75	33	.	.	PUNCT
hjic-851	76	1	fig	fig	NOUN
hjic-851	76	2	.	.	PUNCT
hjic-851	77	1	1	1	NUM
hjic-851	77	2	presents	present	NOUN
hjic-851	77	3	connections	connection	NOUN
hjic-851	77	4	between	between	ADP
hjic-851	77	5	flexibility	flexibility	NOUN
hjic-851	77	6	providers	provider	NOUN
hjic-851	77	7	,	,	PUNCT
hjic-851	77	8	the	the	DET
hjic-851	77	9	flexibility	flexibility	NOUN
hjic-851	77	10	center	center	NOUN
hjic-851	77	11	and	and	CCONJ
hjic-851	77	12	customers	customer	NOUN
hjic-851	77	13	.	.	PUNCT
hjic-851	78	1	the	the	DET
hjic-851	78	2	flexibility	flexibility	NOUN
hjic-851	78	3	center	center	NOUN
hjic-851	78	4	provides	provide	VERB
hjic-851	78	5	services	service	NOUN
hjic-851	78	6	to	to	ADP
hjic-851	78	7	potential	potential	ADJ
hjic-851	78	8	customers	customer	NOUN
hjic-851	78	9	:	:	PUNCT
hjic-851	78	10	internal	internal	PROPN
hjic-851	78	11	brp	brp	PROPN
hjic-851	78	12	:	:	PUNCT
hjic-851	78	13	fc	fc	PROPN
hjic-851	78	14	provides	provide	VERB
hjic-851	78	15	optimal	optimal	ADJ
hjic-851	78	16	dispatch	dispatch	NOUN
hjic-851	78	17	of	of	ADP
hjic-851	78	18	the	the	DET
hjic-851	78	19	portfolio	portfolio	NOUN
hjic-851	78	20	and	and	CCONJ
hjic-851	78	21	trading	trading	NOUN
hjic-851	78	22	recommendations	recommendation	NOUN
hjic-851	78	23	to	to	PART
hjic-851	78	24	maximize	maximize	VERB
hjic-851	78	25	profit	profit	NOUN
hjic-851	78	26	on	on	ADP
hjic-851	78	27	the	the	DET
hjic-851	78	28	day	day	NOUN
hjic-851	78	29	-	-	PUNCT
hjic-851	78	30	ahead	ahead	NOUN
hjic-851	78	31	and	and	CCONJ
hjic-851	78	32	intraday	intraday	NOUN
hjic-851	78	33	energy	energy	NOUN
hjic-851	78	34	markets	market	NOUN
hjic-851	78	35	.	.	PUNCT
hjic-851	79	1	fc	fc	PROPN
hjic-851	79	2	can	can	AUX
hjic-851	79	3	use	use	VERB
hjic-851	79	4	the	the	DET
hjic-851	79	5	portfolio	portfolio	NOUN
hjic-851	79	6	of	of	ADP
hjic-851	79	7	its	its	PRON
hjic-851	79	8	own	own	ADJ
hjic-851	79	9	balancing	balancing	NOUN
hjic-851	79	10	group	group	NOUN
hjic-851	79	11	to	to	PART
hjic-851	79	12	minimize	minimize	VERB
hjic-851	79	13	imbalance	imbalance	NOUN
hjic-851	79	14	costs	cost	NOUN
hjic-851	79	15	of	of	ADP
hjic-851	79	16	providing	provide	VERB
hjic-851	79	17	such	such	DET
hjic-851	79	18	a	a	DET
hjic-851	79	19	service	service	NOUN
hjic-851	79	20	for	for	ADP
hjic-851	79	21	the	the	DET
hjic-851	79	22	balance	balance	NOUN
hjic-851	79	23	responsible	responsible	ADJ
hjic-851	79	24	party	party	NOUN
hjic-851	79	25	(	(	PUNCT
hjic-851	79	26	brp	brp	PROPN
hjic-851	79	27	)	)	PUNCT
hjic-851	79	28	of	of	ADP
hjic-851	79	29	the	the	DET
hjic-851	79	30	balancing	balance	VERB
hjic-851	79	31	group	group	NOUN
hjic-851	79	32	near	near	ADP
hjic-851	79	33	the	the	DET
hjic-851	79	34	delivery	delivery	NOUN
hjic-851	79	35	time	time	NOUN
hjic-851	79	36	.	.	PUNCT
hjic-851	80	1	tso	tso	PROPN
hjic-851	80	2	:	:	PUNCT
hjic-851	80	3	tso	tso	PROPN
hjic-851	80	4	procures	procure	VERB
hjic-851	80	5	balancing	balance	VERB
hjic-851	80	6	reserves	reserve	NOUN
hjic-851	80	7	to	to	PART
hjic-851	80	8	ensure	ensure	VERB
hjic-851	80	9	resources	resource	NOUN
hjic-851	80	10	for	for	ADP
hjic-851	80	11	load	load	NOUN
hjic-851	80	12	-	-	PUNCT
hjic-851	80	13	frequency	frequency	NOUN
hjic-851	80	14	control	control	NOUN
hjic-851	80	15	.	.	PUNCT
hjic-851	81	1	fc	fc	PROPN
hjic-851	81	2	can	can	AUX
hjic-851	81	3	bid	bid	VERB
hjic-851	81	4	on	on	ADP
hjic-851	81	5	both	both	PRON
hjic-851	81	6	balancing	balance	VERB
hjic-851	81	7	capacity	capacity	NOUN
hjic-851	81	8	and	and	CCONJ
hjic-851	81	9	balancing	balance	VERB
hjic-851	81	10	the	the	DET
hjic-851	81	11	energy	energy	NOUN
hjic-851	81	12	market	market	NOUN
hjic-851	81	13	by	by	ADP
hjic-851	81	14	offering	offer	VERB
hjic-851	81	15	frequency	frequency	NOUN
hjic-851	81	16	restoration	restoration	NOUN
hjic-851	81	17	reserves	reserve	NOUN
hjic-851	81	18	(	(	PUNCT
hjic-851	81	19	frr	frr	PROPN
hjic-851	81	20	)	)	PUNCT
hjic-851	81	21	.	.	PUNCT
hjic-851	82	1	tso	tso	PROPN
hjic-851	82	2	dso	dso	PROPN
hjic-851	82	3	internal	internal	PROPN
hjic-851	82	4	brp	brp	PROPN
hjic-851	82	5	external	external	PROPN
hjic-851	82	6	brp	brp	PROPN
hjic-851	82	7	scada	scada	PROPN
hjic-851	82	8	flexibility	flexibility	PROPN
hjic-851	82	9	center	center	PROPN
hjic-851	82	10	optimization	optimization	NOUN
hjic-851	82	11	forecast	forecast	NOUN
hjic-851	82	12	aglc	aglc	NOUN
hjic-851	82	13	distributed	distribute	VERB
hjic-851	82	14	generation	generation	NOUN
hjic-851	82	15	demand	demand	NOUN
hjic-851	82	16	response	response	NOUN
hjic-851	82	17	energy	energy	NOUN
hjic-851	82	18	strorage	strorage	NOUN
hjic-851	82	19	c	c	PROPN
hjic-851	82	20	u	u	NOUN
hjic-851	82	21	st	st	PROPN
hjic-851	82	22	o	o	X
hjic-851	82	23	m	m	VERB
hjic-851	82	24	e	e	NOUN
hjic-851	82	25	rs	rs	NOUN
hjic-851	82	26	fl	fl	INTJ
hjic-851	82	27	ex	ex	INTJ
hjic-851	82	28	ib	ib	PROPN
hjic-851	82	29	ili	ili	PROPN
hjic-851	82	30	ty	ty	INTJ
hjic-851	82	31	p	p	X
hjic-851	82	32	ro	ro	X
hjic-851	82	33	vi	vi	PROPN
hjic-851	83	1	d	d	X
hjic-851	83	2	e	e	NOUN
hjic-851	83	3	rs	rs	NOUN
hjic-851	83	4	a	a	DET
hjic-851	83	5	gg	gg	PROPN
hjic-851	83	6	re	re	X
hjic-851	83	7	ga	ga	PROPN
hjic-851	83	8	to	to	ADP
hjic-851	83	9	r	r	NOUN
hjic-851	83	10	1	1	NUM
hjic-851	83	11	2	2	NUM
hjic-851	83	12	4	4	NUM
hjic-851	83	13	3	3	NUM
hjic-851	83	14	nondispatchable	nondispatchable	ADJ
hjic-851	83	15	load	load	NOUN
hjic-851	83	16	figure	figure	NOUN
hjic-851	83	17	1	1	NUM
hjic-851	83	18	:	:	PUNCT
hjic-851	83	19	flexibility	flexibility	NOUN
hjic-851	83	20	center	center	NOUN
hjic-851	83	21	services	service	NOUN
hjic-851	83	22	and	and	CCONJ
hjic-851	83	23	operational	operational	ADJ
hjic-851	83	24	context	context	NOUN
hjic-851	83	25	dso	dso	PROPN
hjic-851	83	26	:	:	PUNCT
hjic-851	83	27	dso	dso	PROPN
hjic-851	83	28	’s	’s	PART
hjic-851	83	29	will	will	AUX
hjic-851	83	30	be	be	AUX
hjic-851	83	31	empowered	empower	VERB
hjic-851	83	32	to	to	PART
hjic-851	83	33	actively	actively	ADV
hjic-851	83	34	purchase	purchase	VERB
hjic-851	83	35	local	local	ADJ
hjic-851	83	36	flexibility	flexibility	NOUN
hjic-851	83	37	capabilities	capability	NOUN
hjic-851	83	38	to	to	PART
hjic-851	83	39	mitigate	mitigate	VERB
hjic-851	83	40	voltage	voltage	NOUN
hjic-851	83	41	and	and	CCONJ
hjic-851	83	42	grid	grid	NOUN
hjic-851	83	43	congestion	congestion	NOUN
hjic-851	83	44	problems	problem	NOUN
hjic-851	83	45	due	due	ADJ
hjic-851	83	46	to	to	ADP
hjic-851	83	47	the	the	DET
hjic-851	83	48	increasing	increase	VERB
hjic-851	83	49	penetration	penetration	NOUN
hjic-851	83	50	of	of	ADP
hjic-851	83	51	intermittent	intermittent	ADJ
hjic-851	83	52	and	and	CCONJ
hjic-851	83	53	distributed	distribute	VERB
hjic-851	83	54	energy	energy	NOUN
hjic-851	83	55	resources	resource	NOUN
hjic-851	83	56	in	in	ADP
hjic-851	83	57	the	the	DET
hjic-851	83	58	distribution	distribution	NOUN
hjic-851	83	59	system	system	NOUN
hjic-851	83	60	.	.	PUNCT
hjic-851	84	1	fc	fc	PROPN
hjic-851	84	2	can	can	AUX
hjic-851	84	3	bid	bid	VERB
hjic-851	84	4	on	on	ADP
hjic-851	84	5	future	future	ADJ
hjic-851	84	6	local	local	ADJ
hjic-851	84	7	flexibility	flexibility	NOUN
hjic-851	84	8	markets	market	NOUN
hjic-851	84	9	by	by	ADP
hjic-851	84	10	offering	offer	VERB
hjic-851	84	11	services	service	NOUN
hjic-851	84	12	for	for	ADP
hjic-851	84	13	congestion	congestion	NOUN
hjic-851	84	14	management	management	NOUN
hjic-851	84	15	in	in	ADP
hjic-851	84	16	the	the	DET
hjic-851	84	17	distribution	distribution	NOUN
hjic-851	84	18	network	network	NOUN
hjic-851	84	19	[	[	X
hjic-851	84	20	9	9	NUM
hjic-851	84	21	]	]	PUNCT
hjic-851	84	22	.	.	PUNCT
hjic-851	85	1	voltage	voltage	NOUN
hjic-851	85	2	/	/	SYM
hjic-851	85	3	reactive	reactive	ADJ
hjic-851	85	4	power	power	NOUN
hjic-851	85	5	controls	control	NOUN
hjic-851	85	6	may	may	AUX
hjic-851	85	7	also	also	ADV
hjic-851	85	8	be	be	AUX
hjic-851	85	9	a	a	DET
hjic-851	85	10	positive	positive	ADJ
hjic-851	85	11	use	use	NOUN
hjic-851	85	12	case	case	NOUN
hjic-851	85	13	,	,	PUNCT
hjic-851	85	14	but	but	CCONJ
hjic-851	85	15	these	these	PRON
hjic-851	85	16	are	be	AUX
hjic-851	85	17	not	not	PART
hjic-851	85	18	considered	consider	VERB
hjic-851	85	19	in	in	ADP
hjic-851	85	20	this	this	DET
hjic-851	85	21	study	study	NOUN
hjic-851	85	22	.	.	PUNCT
hjic-851	86	1	external	external	ADJ
hjic-851	86	2	brp	brp	PROPN
hjic-851	86	3	:	:	PUNCT
hjic-851	86	4	similarly	similarly	ADV
hjic-851	86	5	to	to	ADP
hjic-851	86	6	the	the	DET
hjic-851	86	7	internal	internal	PROPN
hjic-851	86	8	brp	brp	PROPN
hjic-851	86	9	service	service	PROPN
hjic-851	86	10	,	,	PUNCT
hjic-851	86	11	it	it	PRON
hjic-851	86	12	is	be	AUX
hjic-851	86	13	also	also	ADV
hjic-851	86	14	economically	economically	ADV
hjic-851	86	15	worthwhile	worthwhile	ADJ
hjic-851	86	16	to	to	PART
hjic-851	86	17	balance	balance	VERB
hjic-851	86	18	an	an	DET
hjic-851	86	19	external	external	ADJ
hjic-851	86	20	brp	brp	NOUN
hjic-851	86	21	portfolio	portfolio	NOUN
hjic-851	87	1	[	[	X
hjic-851	87	2	10	10	NUM
hjic-851	87	3	]	]	PUNCT
hjic-851	87	4	.	.	PUNCT
hjic-851	88	1	2.4	2.4	NUM
hjic-851	88	2	flexibility	flexibility	NOUN
hjic-851	88	3	resources	resource	NOUN
hjic-851	88	4	distributed	distribute	VERB
hjic-851	88	5	generation	generation	NOUN
hjic-851	88	6	refers	refer	VERB
hjic-851	88	7	to	to	ADP
hjic-851	88	8	power	power	NOUN
hjic-851	88	9	generation	generation	NOUN
hjic-851	88	10	facilities	facility	NOUN
hjic-851	88	11	connected	connect	VERB
hjic-851	88	12	to	to	ADP
hjic-851	88	13	the	the	DET
hjic-851	88	14	distribution	distribution	NOUN
hjic-851	88	15	grid	grid	NOUN
hjic-851	88	16	.	.	PUNCT
hjic-851	89	1	it	it	PRON
hjic-851	89	2	may	may	AUX
hjic-851	89	3	consist	consist	VERB
hjic-851	89	4	of	of	ADP
hjic-851	89	5	predictable	predictable	ADJ
hjic-851	89	6	,	,	PUNCT
hjic-851	89	7	dispatchable	dispatchable	ADJ
hjic-851	89	8	and	and	CCONJ
hjic-851	89	9	intermittent	intermittent	ADJ
hjic-851	89	10	generation	generation	NOUN
hjic-851	89	11	.	.	PUNCT
hjic-851	90	1	demand	demand	NOUN
hjic-851	90	2	response	response	NOUN
hjic-851	90	3	is	be	AUX
hjic-851	90	4	defined	define	VERB
hjic-851	90	5	as	as	ADP
hjic-851	90	6	the	the	DET
hjic-851	90	7	changes	change	NOUN
hjic-851	90	8	in	in	ADP
hjic-851	90	9	energy	energy	NOUN
hjic-851	90	10	use	use	NOUN
hjic-851	90	11	by	by	ADP
hjic-851	90	12	end	end	NOUN
hjic-851	90	13	users	user	NOUN
hjic-851	90	14	(	(	PUNCT
hjic-851	90	15	domestic	domestic	ADJ
hjic-851	90	16	and	and	CCONJ
hjic-851	90	17	industrial	industrial	ADJ
hjic-851	90	18	)	)	PUNCT
hjic-851	90	19	from	from	ADP
hjic-851	90	20	their	their	PRON
hjic-851	90	21	current	current	ADJ
hjic-851	90	22	/	/	SYM
hjic-851	90	23	normal	normal	ADJ
hjic-851	90	24	consumption	consumption	NOUN
hjic-851	90	25	patterns	pattern	NOUN
hjic-851	90	26	in	in	ADP
hjic-851	90	27	response	response	NOUN
hjic-851	90	28	to	to	ADP
hjic-851	90	29	market	market	NOUN
hjic-851	90	30	signals	signal	NOUN
hjic-851	90	31	.	.	PUNCT
hjic-851	91	1	energy	energy	NOUN
hjic-851	91	2	storage	storage	NOUN
hjic-851	91	3	can	can	AUX
hjic-851	91	4	be	be	AUX
hjic-851	91	5	used	use	VERB
hjic-851	91	6	to	to	PART
hjic-851	91	7	store	store	VERB
hjic-851	91	8	an	an	DET
hjic-851	91	9	excess	excess	NOUN
hjic-851	91	10	of	of	ADP
hjic-851	91	11	energy	energy	NOUN
hjic-851	91	12	during	during	ADP
hjic-851	91	13	high	high	ADJ
hjic-851	91	14	generation	generation	NOUN
hjic-851	91	15	periods	period	NOUN
hjic-851	91	16	and	and	CCONJ
hjic-851	91	17	transform	transform	VERB
hjic-851	91	18	it	it	PRON
hjic-851	91	19	back	back	ADV
hjic-851	91	20	into	into	ADP
hjic-851	91	21	electricity	electricity	NOUN
hjic-851	91	22	during	during	ADP
hjic-851	91	23	periods	period	NOUN
hjic-851	91	24	of	of	ADP
hjic-851	91	25	high	high	ADJ
hjic-851	91	26	demand	demand	NOUN
hjic-851	91	27	or	or	CCONJ
hjic-851	91	28	to	to	PART
hjic-851	91	29	balance	balance	VERB
hjic-851	91	30	the	the	DET
hjic-851	91	31	power	power	NOUN
hjic-851	91	32	system	system	NOUN
hjic-851	91	33	.	.	PUNCT
hjic-851	92	1	a	a	DET
hjic-851	92	2	non	non	ADJ
hjic-851	92	3	-	-	ADJ
hjic-851	92	4	dispatchable	dispatchable	ADJ
hjic-851	92	5	load	load	NOUN
hjic-851	92	6	is	be	AUX
hjic-851	92	7	the	the	DET
hjic-851	92	8	consumption	consumption	NOUN
hjic-851	92	9	of	of	ADP
hjic-851	92	10	an	an	DET
hjic-851	92	11	end	end	NOUN
hjic-851	92	12	user	user	NOUN
hjic-851	92	13	that	that	PRON
hjic-851	92	14	does	do	AUX
hjic-851	92	15	not	not	PART
hjic-851	92	16	participate	participate	VERB
hjic-851	92	17	in	in	ADP
hjic-851	92	18	demand	demand	NOUN
hjic-851	92	19	response	response	NOUN
hjic-851	92	20	programs	program	NOUN
hjic-851	92	21	.	.	PUNCT
hjic-851	93	1	3	3	X
hjic-851	93	2	.	.	X
hjic-851	93	3	optimization	optimization	NOUN
hjic-851	93	4	phases	phase	NOUN
hjic-851	93	5	markets	market	NOUN
hjic-851	93	6	,	,	PUNCT
hjic-851	93	7	in	in	ADP
hjic-851	93	8	which	which	PRON
hjic-851	93	9	the	the	DET
hjic-851	93	10	fc	fc	PROPN
hjic-851	93	11	operates	operate	VERB
hjic-851	93	12	,	,	PUNCT
hjic-851	93	13	change	change	VERB
hjic-851	93	14	over	over	ADP
hjic-851	93	15	time	time	NOUN
hjic-851	93	16	during	during	ADP
hjic-851	93	17	the	the	DET
hjic-851	93	18	same	same	ADJ
hjic-851	93	19	delivery	delivery	NOUN
hjic-851	93	20	period	period	NOUN
hjic-851	93	21	.	.	PUNCT
hjic-851	94	1	information	information	NOUN
hjic-851	94	2	on	on	ADP
hjic-851	94	3	the	the	DET
hjic-851	94	4	market	market	NOUN
hjic-851	94	5	,	,	PUNCT
hjic-851	94	6	assets	asset	NOUN
hjic-851	94	7	of	of	ADP
hjic-851	94	8	the	the	DET
hjic-851	94	9	portfolio	portfolio	NOUN
hjic-851	94	10	,	,	PUNCT
hjic-851	94	11	contractual	contractual	ADJ
hjic-851	94	12	commitments	commitment	NOUN
hjic-851	94	13	and	and	CCONJ
hjic-851	94	14	weather	weather	NOUN
hjic-851	94	15	conditions	condition	NOUN
hjic-851	94	16	all	all	PRON
hjic-851	94	17	change	change	VERB
hjic-851	94	18	over	over	ADP
hjic-851	94	19	time	time	NOUN
hjic-851	94	20	and	and	CCONJ
hjic-851	94	21	the	the	DET
hjic-851	94	22	fc	fc	PROPN
hjic-851	94	23	optimization	optimization	NOUN
hjic-851	94	24	function	function	NOUN
hjic-851	94	25	has	have	VERB
hjic-851	94	26	to	to	PART
hjic-851	94	27	reflect	reflect	VERB
hjic-851	94	28	such	such	ADJ
hjic-851	94	29	changes	change	NOUN
hjic-851	94	30	.	.	PUNCT
hjic-851	95	1	an	an	DET
hjic-851	95	2	optimization	optimization	NOUN
hjic-851	95	3	approach	approach	NOUN
hjic-851	95	4	is	be	AUX
hjic-851	95	5	proposed	propose	VERB
hjic-851	95	6	that	that	PRON
hjic-851	95	7	takes	take	VERB
hjic-851	95	8	into	into	ADP
hjic-851	95	9	consideration	consideration	NOUN
hjic-851	95	10	the	the	DET
hjic-851	95	11	changing	change	VERB
hjic-851	95	12	objectives	objective	NOUN
hjic-851	95	13	and	and	CCONJ
hjic-851	95	14	status	status	NOUN
hjic-851	95	15	of	of	ADP
hjic-851	95	16	the	the	DET
hjic-851	95	17	optimization	optimization	NOUN
hjic-851	95	18	phases	phase	NOUN
hjic-851	95	19	.	.	PUNCT
hjic-851	96	1	47(1	47(1	NUM
hjic-851	96	2	)	)	PUNCT
hjic-851	96	3	pp	pp	ADV
hjic-851	96	4	.	.	PUNCT
hjic-851	97	1	65–70	65–70	NUM
hjic-851	97	2	(	(	PUNCT
hjic-851	97	3	2019	2019	NUM
hjic-851	97	4	)	)	PUNCT
hjic-851	97	5	68	68	NUM
hjic-851	97	6	balázs	balázs	NOUN
hjic-851	97	7	,	,	PUNCT
hjic-851	97	8	fodor	fodor	PROPN
hjic-851	97	9	,	,	PUNCT
hjic-851	97	10	and	and	CCONJ
hjic-851	97	11	magyar	magyar	PROPN
hjic-851	97	12	0	0	NUM
hjic-851	97	13	3	3	NUM
hjic-851	97	14	6	6	NUM
hjic-851	97	15	9	9	NUM
hjic-851	97	16	12	12	NUM
hjic-851	97	17	15	15	NUM
hjic-851	97	18	18	18	NUM
hjic-851	97	19	21	21	NUM
hjic-851	97	20	0	0	NUM
hjic-851	97	21	3	3	NUM
hjic-851	97	22	6	6	NUM
hjic-851	97	23	9	9	NUM
hjic-851	97	24	12	12	NUM
hjic-851	97	25	15	15	NUM
hjic-851	97	26	18	18	NUM
hjic-851	97	27	21	21	NUM
hjic-851	97	28	day	day	NOUN
hjic-851	97	29	:	:	PUNCT
hjic-851	97	30	d-1	d-1	PROPN
hjic-851	97	31	day	day	NOUN
hjic-851	97	32	:	:	PUNCT
hjic-851	98	1	d	d	X
hjic-851	98	2	da	da	NOUN
hjic-851	98	3	:	:	PUNCT
hjic-851	98	4	d	d	X
hjic-851	98	5	d	d	X
hjic-851	98	6	ay	ay	INTJ
hjic-851	98	7	ah	ah	INTJ
hjic-851	98	8	ea	ea	PROPN
hjic-851	98	9	d	d	NOUN
hjic-851	98	10	in	in	ADP
hjic-851	98	11	tr	tr	NOUN
hjic-851	98	12	ad	ad	NOUN
hjic-851	98	13	ay	ay	NOUN
hjic-851	98	14	i	i	PROPN
hjic-851	98	15	d	d	PROPN
hjic-851	98	16	:	:	PUNCT
hjic-851	98	17	d	d	X
hjic-851	98	18	/	/	SYM
hjic-851	98	19	h	h	NOUN
hjic-851	98	20	00:00	00:00	NUM
hjic-851	98	21	i	i	PROPN
hjic-851	98	22	d	d	NOUN
hjic-851	98	23	:	:	PUNCT
hjic-851	98	24	d	d	X
hjic-851	98	25	/	/	SYM
hjic-851	98	26	h	h	NOUN
hjic-851	98	27	01:00	01:00	NUM
hjic-851	99	1	i	i	PROPN
hjic-851	99	2	d	d	PROPN
hjic-851	99	3	:	:	PUNCT
hjic-851	99	4	d-1	d-1	PROPN
hjic-851	99	5	/	/	SYM
hjic-851	99	6	h	h	PROPN
hjic-851	99	7	23:00	23:00	NUM
hjic-851	99	8	i	i	NOUN
hjic-851	99	9	d	d	PROPN
hjic-851	99	10	:	:	PUNCT
hjic-851	99	11	d-1	d-1	PROPN
hjic-851	99	12	/	/	SYM
hjic-851	99	13	h	h	PROPN
hjic-851	99	14	10:00	10:00	NUM
hjic-851	100	1	i	i	PROPN
hjic-851	100	2	d	d	PROPN
hjic-851	100	3	:	:	PUNCT
hjic-851	100	4	d-1	d-1	PROPN
hjic-851	100	5	/	/	SYM
hjic-851	100	6	h	h	PROPN
hjic-851	100	7	09:00	09:00	NUM
hjic-851	100	8	…	…	PUNCT
hjic-851	100	9	…	…	PUNCT
hjic-851	101	1	i	i	PRON
hjic-851	101	2	d	d	NOUN
hjic-851	101	3	:	:	PUNCT
hjic-851	101	4	d	d	X
hjic-851	101	5	/	/	SYM
hjic-851	101	6	h	h	NOUN
hjic-851	101	7	18:00	18:00	NUM
hjic-851	101	8	i	i	NOUN
hjic-851	101	9	d	d	PROPN
hjic-851	101	10	:	:	PUNCT
hjic-851	101	11	d	d	X
hjic-851	101	12	/	/	SYM
hjic-851	101	13	h	h	NOUN
hjic-851	101	14	18:00	18:00	NUM
hjic-851	101	15	period	period	NOUN
hjic-851	101	16	1	1	NUM
hjic-851	101	17	results	result	NOUN
hjic-851	101	18	period	period	NOUN
hjic-851	101	19	2	2	NUM
hjic-851	101	20	results	result	VERB
hjic-851	101	21	18:00	18:00	NUM
hjic-851	101	22	18:10	18:10	NUM
hjic-851	101	23	18:20	18:20	NUM
hjic-851	101	24	18:30	18:30	NUM
hjic-851	101	25	18:40	18:40	NUM
hjic-851	101	26	18:50	18:50	NUM
hjic-851	101	27	19:00	19:00	NUM
hjic-851	101	28	20:0019:10	20:0019:10	NUM
hjic-851	101	29	19:20	19:20	NUM
hjic-851	101	30	19:30	19:30	NUM
hjic-851	101	31	19:40	19:40	NUM
hjic-851	101	32	19:50	19:50	NUM
hjic-851	101	33	g&l	g&l	PROPN
hjic-851	101	34	18:00	18:00	NUM
hjic-851	101	35	g&l	g&l	PROPN
hjic-851	101	36	18:05	18:05	NUM
hjic-851	101	37	g	g	NOUN
hjic-851	101	38	en	en	INTJ
hjic-851	101	39	er	er	INTJ
hjic-851	101	40	at	at	ADP
hjic-851	101	41	io	io	PROPN
hjic-851	101	42	n	n	PROPN
hjic-851	101	43	&	&	CCONJ
hjic-851	101	44	lo	lo	PROPN
hjic-851	101	45	ad	ad	NOUN
hjic-851	101	46	d	d	NOUN
hjic-851	101	47	is	be	AUX
hjic-851	101	48	p	p	NOUN
hjic-851	101	49	at	at	ADP
hjic-851	101	50	ch	ch	NOUN
hjic-851	101	51	…	…	PUNCT
hjic-851	101	52	g&l	g&l	PROPN
hjic-851	101	53	18:40	18:40	NUM
hjic-851	101	54	g&l	g&l	NOUN
hjic-851	101	55	19:20	19:20	NUM
hjic-851	101	56	…	…	PUNCT
hjic-851	101	57	…	…	PUNCT
hjic-851	101	58	figure	figure	NOUN
hjic-851	101	59	2	2	NUM
hjic-851	101	60	:	:	PUNCT
hjic-851	101	61	examples	example	NOUN
hjic-851	101	62	of	of	ADP
hjic-851	101	63	optimization	optimization	NOUN
hjic-851	101	64	phases	phase	NOUN
hjic-851	101	65	and	and	CCONJ
hjic-851	101	66	look	look	VERB
hjic-851	101	67	-	-	PUNCT
hjic-851	101	68	ahead	ahead	NOUN
hjic-851	101	69	windows	window	NOUN
hjic-851	101	70	3	3	NUM
hjic-851	101	71	phases	phase	NOUN
hjic-851	101	72	are	be	AUX
hjic-851	101	73	identified	identify	VERB
hjic-851	101	74	that	that	PRON
hjic-851	101	75	are	be	AUX
hjic-851	101	76	built	build	VERB
hjic-851	101	77	upon	upon	SCONJ
hjic-851	101	78	each	each	DET
hjic-851	101	79	other	other	ADJ
hjic-851	101	80	.	.	PUNCT
hjic-851	102	1	each	each	DET
hjic-851	102	2	phase	phase	NOUN
hjic-851	102	3	shares	share	VERB
hjic-851	102	4	the	the	DET
hjic-851	102	5	same	same	ADJ
hjic-851	102	6	primary	primary	ADJ
hjic-851	102	7	objective	objective	NOUN
hjic-851	102	8	to	to	PART
hjic-851	102	9	maximize	maximize	VERB
hjic-851	102	10	profit	profit	NOUN
hjic-851	102	11	,	,	PUNCT
hjic-851	102	12	but	but	CCONJ
hjic-851	102	13	the	the	DET
hjic-851	102	14	objective	objective	ADJ
hjic-851	102	15	function	function	NOUN
hjic-851	102	16	,	,	PUNCT
hjic-851	102	17	set	set	NOUN
hjic-851	102	18	of	of	ADP
hjic-851	102	19	variables	variable	NOUN
hjic-851	102	20	,	,	PUNCT
hjic-851	102	21	parameters	parameter	NOUN
hjic-851	102	22	and	and	CCONJ
hjic-851	102	23	constraints	constraint	NOUN
hjic-851	102	24	may	may	AUX
hjic-851	102	25	differ	differ	VERB
hjic-851	102	26	as	as	ADP
hjic-851	102	27	the	the	DET
hjic-851	102	28	time	time	NOUN
hjic-851	102	29	of	of	ADP
hjic-851	102	30	delivery	delivery	NOUN
hjic-851	102	31	approaches	approach	NOUN
hjic-851	102	32	and	and	CCONJ
hjic-851	102	33	former	former	ADJ
hjic-851	102	34	calculations	calculation	NOUN
hjic-851	102	35	/	/	SYM
hjic-851	102	36	forecasts	forecast	NOUN
hjic-851	102	37	become	become	VERB
hjic-851	102	38	reality	reality	NOUN
hjic-851	102	39	.	.	PUNCT
hjic-851	103	1	in	in	ADP
hjic-851	103	2	order	order	NOUN
hjic-851	103	3	to	to	PART
hjic-851	103	4	prepare	prepare	VERB
hjic-851	103	5	a	a	DET
hjic-851	103	6	consistent	consistent	ADJ
hjic-851	103	7	optimization	optimization	NOUN
hjic-851	103	8	framework	framework	NOUN
hjic-851	103	9	for	for	ADP
hjic-851	103	10	the	the	DET
hjic-851	103	11	fc	fc	PROPN
hjic-851	103	12	,	,	PUNCT
hjic-851	103	13	optimization	optimization	NOUN
hjic-851	103	14	phases	phase	NOUN
hjic-851	103	15	are	be	AUX
hjic-851	103	16	identified	identify	VERB
hjic-851	103	17	and	and	CCONJ
hjic-851	103	18	descriptions	description	NOUN
hjic-851	103	19	provided	provide	VERB
hjic-851	103	20	.	.	PUNCT
hjic-851	104	1	fig	fig	NOUN
hjic-851	104	2	.	.	PUNCT
hjic-851	105	1	2	2	NUM
hjic-851	105	2	depicts	depict	VERB
hjic-851	105	3	an	an	DET
hjic-851	105	4	example	example	NOUN
hjic-851	105	5	of	of	ADP
hjic-851	105	6	overlaying	overlay	VERB
hjic-851	105	7	optimization	optimization	NOUN
hjic-851	105	8	runs	run	NOUN
hjic-851	105	9	.	.	PUNCT
hjic-851	106	1	day	day	NOUN
hjic-851	106	2	-	-	PUNCT
hjic-851	106	3	ahead	ahead	NOUN
hjic-851	106	4	planning	planning	NOUN
hjic-851	106	5	is	be	AUX
hjic-851	106	6	run	run	VERB
hjic-851	106	7	once	once	ADV
hjic-851	106	8	a	a	DET
hjic-851	106	9	day	day	NOUN
hjic-851	106	10	,	,	PUNCT
hjic-851	106	11	intraday	intraday	NOUN
hjic-851	106	12	planning	planning	NOUN
hjic-851	106	13	is	be	AUX
hjic-851	106	14	initiated	initiate	VERB
hjic-851	106	15	every	every	DET
hjic-851	106	16	hour	hour	NOUN
hjic-851	106	17	,	,	PUNCT
hjic-851	106	18	and	and	CCONJ
hjic-851	106	19	generation	generation	NOUN
hjic-851	106	20	and	and	CCONJ
hjic-851	106	21	load	load	NOUN
hjic-851	106	22	dispatch	dispatch	NOUN
hjic-851	106	23	is	be	AUX
hjic-851	106	24	executed	execute	VERB
hjic-851	106	25	every	every	DET
hjic-851	106	26	5	5	NUM
hjic-851	106	27	minutes	minute	NOUN
hjic-851	106	28	.	.	PUNCT
hjic-851	107	1	once	once	ADV
hjic-851	107	2	initiated	initiate	VERB
hjic-851	107	3	,	,	PUNCT
hjic-851	107	4	all	all	DET
hjic-851	107	5	optimization	optimization	NOUN
hjic-851	107	6	runs	run	NOUN
hjic-851	107	7	have	have	VERB
hjic-851	107	8	to	to	PART
hjic-851	107	9	update	update	VERB
hjic-851	107	10	optimization	optimization	NOUN
hjic-851	107	11	parameters	parameter	NOUN
hjic-851	107	12	so	so	SCONJ
hjic-851	107	13	they	they	PRON
hjic-851	107	14	can	can	AUX
hjic-851	107	15	provide	provide	VERB
hjic-851	107	16	progressively	progressively	ADV
hjic-851	107	17	more	more	ADV
hjic-851	107	18	precise	precise	ADJ
hjic-851	107	19	results	result	NOUN
hjic-851	107	20	.	.	PUNCT
hjic-851	108	1	3.1	3.1	NUM
hjic-851	108	2	requirements	requirement	NOUN
hjic-851	108	3	of	of	ADP
hjic-851	108	4	optimization	optimization	NOUN
hjic-851	108	5	requirements	requirement	NOUN
hjic-851	108	6	of	of	ADP
hjic-851	108	7	wholesale	wholesale	ADJ
hjic-851	108	8	energy	energy	NOUN
hjic-851	108	9	and	and	CCONJ
hjic-851	108	10	flexibility	flexibility	NOUN
hjic-851	108	11	activation	activation	NOUN
hjic-851	108	12	call	call	NOUN
hjic-851	108	13	for	for	ADP
hjic-851	108	14	a	a	DET
hjic-851	108	15	complex	complex	ADJ
hjic-851	108	16	optimization	optimization	NOUN
hjic-851	108	17	approach	approach	NOUN
hjic-851	108	18	.	.	PUNCT
hjic-851	109	1	in	in	ADP
hjic-851	109	2	this	this	DET
hjic-851	109	3	paper	paper	NOUN
hjic-851	109	4	,	,	PUNCT
hjic-851	109	5	common	common	ADJ
hjic-851	109	6	optimization	optimization	NOUN
hjic-851	109	7	requirements	requirement	NOUN
hjic-851	109	8	are	be	AUX
hjic-851	109	9	identified	identify	VERB
hjic-851	109	10	,	,	PUNCT
hjic-851	109	11	however	however	ADV
hjic-851	109	12	,	,	PUNCT
hjic-851	109	13	detailed	detailed	ADJ
hjic-851	109	14	formulations	formulation	NOUN
hjic-851	109	15	will	will	AUX
hjic-851	109	16	be	be	AUX
hjic-851	109	17	developed	develop	VERB
hjic-851	109	18	as	as	ADP
hjic-851	109	19	part	part	NOUN
hjic-851	109	20	of	of	ADP
hjic-851	109	21	future	future	ADJ
hjic-851	109	22	research	research	NOUN
hjic-851	109	23	.	.	PUNCT
hjic-851	110	1	the	the	DET
hjic-851	110	2	flexibility	flexibility	NOUN
hjic-851	110	3	center	center	NOUN
hjic-851	110	4	as	as	ADP
hjic-851	110	5	an	an	DET
hjic-851	110	6	aggregator	aggregator	NOUN
hjic-851	110	7	manages	manage	VERB
hjic-851	110	8	distributed	distribute	VERB
hjic-851	110	9	resources	resource	NOUN
hjic-851	110	10	that	that	PRON
hjic-851	110	11	use	use	VERB
hjic-851	110	12	the	the	DET
hjic-851	110	13	grid	grid	NOUN
hjic-851	110	14	but	but	CCONJ
hjic-851	110	15	does	do	AUX
hjic-851	110	16	not	not	PART
hjic-851	110	17	operate	operate	VERB
hjic-851	110	18	the	the	DET
hjic-851	110	19	grid	grid	NOUN
hjic-851	110	20	.	.	PUNCT
hjic-851	111	1	it	it	PRON
hjic-851	111	2	is	be	AUX
hjic-851	111	3	not	not	PART
hjic-851	111	4	responsible	responsible	ADJ
hjic-851	111	5	for	for	ADP
hjic-851	111	6	nor	nor	CCONJ
hjic-851	111	7	able	able	ADJ
hjic-851	111	8	to	to	PART
hjic-851	111	9	perform	perform	VERB
hjic-851	111	10	network	network	NOUN
hjic-851	111	11	monitoring	monitoring	NOUN
hjic-851	111	12	and	and	CCONJ
hjic-851	111	13	control	control	NOUN
hjic-851	111	14	,	,	PUNCT
hjic-851	111	15	thus	thus	ADV
hjic-851	111	16	,	,	PUNCT
hjic-851	111	17	the	the	DET
hjic-851	111	18	grid	grid	NOUN
hjic-851	111	19	is	be	AUX
hjic-851	111	20	not	not	PART
hjic-851	111	21	modeled	model	VERB
hjic-851	111	22	,	,	PUNCT
hjic-851	111	23	rather	rather	ADV
hjic-851	111	24	an	an	DET
hjic-851	111	25	economic	economic	ADJ
hjic-851	111	26	dispatch	dispatch	NOUN
hjic-851	111	27	problem	problem	NOUN
hjic-851	111	28	is	be	AUX
hjic-851	111	29	solved	solve	VERB
hjic-851	111	30	by	by	ADP
hjic-851	111	31	fc	fc	PROPN
hjic-851	111	32	optimization	optimization	NOUN
hjic-851	111	33	.	.	PUNCT
hjic-851	112	1	due	due	ADP
hjic-851	112	2	to	to	ADP
hjic-851	112	3	uncertainties	uncertainty	NOUN
hjic-851	112	4	concerning	concern	VERB
hjic-851	112	5	consumption	consumption	NOUN
hjic-851	112	6	and	and	CCONJ
hjic-851	112	7	intermittent	intermittent	ADJ
hjic-851	112	8	renewable	renewable	ADJ
hjic-851	112	9	generation	generation	NOUN
hjic-851	112	10	,	,	PUNCT
hjic-851	112	11	a	a	DET
hjic-851	112	12	stochastic	stochastic	ADJ
hjic-851	112	13	optimization	optimization	NOUN
hjic-851	112	14	function	function	NOUN
hjic-851	112	15	has	have	VERB
hjic-851	112	16	to	to	PART
hjic-851	112	17	manage	manage	VERB
hjic-851	112	18	multiple	multiple	ADJ
hjic-851	112	19	,	,	PUNCT
hjic-851	112	20	probability	probability	NOUN
hjic-851	112	21	-	-	PUNCT
hjic-851	112	22	weighted	weight	VERB
hjic-851	112	23	load	load	NOUN
hjic-851	112	24	and	and	CCONJ
hjic-851	112	25	generation	generation	NOUN
hjic-851	112	26	scenarios	scenario	NOUN
hjic-851	112	27	.	.	PUNCT
hjic-851	113	1	energy	energy	NOUN
hjic-851	113	2	storage	storage	NOUN
hjic-851	113	3	,	,	PUNCT
hjic-851	113	4	ramping	ramp	VERB
hjic-851	113	5	and	and	CCONJ
hjic-851	113	6	unit	unit	NOUN
hjic-851	113	7	commitment	commitment	NOUN
hjic-851	113	8	considerations	consideration	NOUN
hjic-851	113	9	require	require	VERB
hjic-851	113	10	a	a	DET
hjic-851	113	11	multi	multi	ADJ
hjic-851	113	12	-	-	ADJ
hjic-851	113	13	period	period	ADJ
hjic-851	113	14	planning	planning	NOUN
hjic-851	113	15	horizon	horizon	NOUN
hjic-851	113	16	.	.	PUNCT
hjic-851	114	1	objective	objective	ADJ
hjic-851	114	2	functions	function	NOUN
hjic-851	114	3	are	be	AUX
hjic-851	114	4	formulated	formulate	VERB
hjic-851	114	5	to	to	PART
hjic-851	114	6	maximize	maximize	VERB
hjic-851	114	7	profit	profit	NOUN
hjic-851	114	8	and	and	CCONJ
hjic-851	114	9	optimization	optimization	NOUN
hjic-851	114	10	phases	phase	NOUN
hjic-851	114	11	share	share	VERB
hjic-851	114	12	execution	execution	NOUN
hjic-851	114	13	results	result	NOUN
hjic-851	114	14	,	,	PUNCT
hjic-851	114	15	but	but	CCONJ
hjic-851	114	16	they	they	PRON
hjic-851	114	17	all	all	PRON
hjic-851	114	18	solve	solve	VERB
hjic-851	114	19	a	a	DET
hjic-851	114	20	different	different	ADJ
hjic-851	114	21	optimization	optimization	NOUN
hjic-851	114	22	problem	problem	NOUN
hjic-851	114	23	.	.	PUNCT
hjic-851	115	1	variables	variable	NOUN
hjic-851	115	2	,	,	PUNCT
hjic-851	115	3	parameters	parameter	NOUN
hjic-851	115	4	,	,	PUNCT
hjic-851	115	5	cost	cost	NOUN
hjic-851	115	6	functions	function	NOUN
hjic-851	115	7	and	and	CCONJ
hjic-851	115	8	constraints	constraint	NOUN
hjic-851	115	9	must	must	AUX
hjic-851	115	10	be	be	AUX
hjic-851	115	11	aligned	align	VERB
hjic-851	115	12	accordingly	accordingly	ADV
hjic-851	115	13	.	.	PUNCT
hjic-851	116	1	contractual	contractual	ADJ
hjic-851	116	2	commitments	commitment	NOUN
hjic-851	116	3	have	have	VERB
hjic-851	116	4	no	no	DET
hjic-851	116	5	cancellation	cancellation	NOUN
hjic-851	116	6	value	value	NOUN
hjic-851	116	7	,	,	PUNCT
hjic-851	116	8	these	these	PRON
hjic-851	116	9	are	be	AUX
hjic-851	116	10	obligatory	obligatory	ADJ
hjic-851	116	11	constraints	constraint	NOUN
hjic-851	116	12	.	.	PUNCT
hjic-851	117	1	orders	order	NOUN
hjic-851	117	2	from	from	ADP
hjic-851	117	3	contracted	contract	VERB
hjic-851	117	4	customers	customer	NOUN
hjic-851	117	5	(	(	PUNCT
hjic-851	117	6	tso	tso	PROPN
hjic-851	117	7	,	,	PUNCT
hjic-851	117	8	dso	dso	PROPN
hjic-851	117	9	,	,	PUNCT
hjic-851	117	10	brp	brp	PROPN
hjic-851	117	11	)	)	PUNCT
hjic-851	117	12	must	must	AUX
hjic-851	117	13	be	be	AUX
hjic-851	117	14	superposed	superpose	VERB
hjic-851	117	15	to	to	ADP
hjic-851	117	16	fulfil	fulfil	VERB
hjic-851	117	17	expectations	expectation	NOUN
hjic-851	117	18	and	and	CCONJ
hjic-851	117	19	incorporated	incorporate	VERB
hjic-851	117	20	into	into	ADP
hjic-851	117	21	the	the	DET
hjic-851	117	22	portfolio	portfolio	NOUN
hjic-851	117	23	optimization	optimization	NOUN
hjic-851	117	24	model	model	NOUN
hjic-851	117	25	.	.	PROPN
hjic-851	118	1	3.2	3.2	NUM
hjic-851	118	2	day	day	NOUN
hjic-851	118	3	-	-	PUNCT
hjic-851	118	4	ahead	ahead	NOUN
hjic-851	118	5	planning	plan	VERB
hjic-851	118	6	the	the	DET
hjic-851	118	7	goal	goal	NOUN
hjic-851	118	8	of	of	ADP
hjic-851	118	9	the	the	DET
hjic-851	118	10	day	day	NOUN
hjic-851	118	11	-	-	PUNCT
hjic-851	118	12	ahead	ahead	NOUN
hjic-851	118	13	planning	planning	NOUN
hjic-851	118	14	phase	phase	NOUN
hjic-851	118	15	is	be	AUX
hjic-851	118	16	to	to	PART
hjic-851	118	17	provide	provide	VERB
hjic-851	118	18	portfolio	portfolio	NOUN
hjic-851	118	19	dispatch	dispatch	NOUN
hjic-851	118	20	for	for	ADP
hjic-851	118	21	schedule	schedule	NOUN
hjic-851	118	22	nominations	nomination	NOUN
hjic-851	118	23	containing	contain	VERB
hjic-851	118	24	make	make	VERB
hjic-851	118	25	-	-	PUNCT
hjic-851	118	26	or	or	CCONJ
hjic-851	118	27	-	-	PUNCT
hjic-851	118	28	buy	buy	VERB
hjic-851	118	29	recommendations	recommendation	NOUN
hjic-851	118	30	based	base	VERB
hjic-851	118	31	on	on	ADP
hjic-851	118	32	market	market	NOUN
hjic-851	118	33	price	price	NOUN
hjic-851	118	34	forecasts	forecast	NOUN
hjic-851	118	35	.	.	PUNCT
hjic-851	119	1	since	since	SCONJ
hjic-851	119	2	this	this	PRON
hjic-851	119	3	is	be	AUX
hjic-851	119	4	performed	perform	VERB
hjic-851	119	5	on	on	ADP
hjic-851	119	6	a	a	DET
hjic-851	119	7	daily	daily	ADJ
hjic-851	119	8	basis	basis	NOUN
hjic-851	119	9	,	,	PUNCT
hjic-851	119	10	the	the	DET
hjic-851	119	11	run	run	NOUN
hjic-851	119	12	time	time	NOUN
hjic-851	119	13	is	be	AUX
hjic-851	119	14	not	not	PART
hjic-851	119	15	critical	critical	ADJ
hjic-851	119	16	.	.	PUNCT
hjic-851	120	1	multi	multi	ADJ
hjic-851	120	2	-	-	ADJ
hjic-851	120	3	stage	stage	ADJ
hjic-851	120	4	stochastic	stochastic	ADJ
hjic-851	120	5	unit	unit	NOUN
hjic-851	120	6	commitment	commitment	NOUN
hjic-851	120	7	and	and	CCONJ
hjic-851	120	8	economic	economic	ADJ
hjic-851	120	9	dispatch	dispatch	NOUN
hjic-851	120	10	optimization	optimization	NOUN
hjic-851	120	11	are	be	AUX
hjic-851	120	12	recommended	recommend	VERB
hjic-851	120	13	to	to	PART
hjic-851	120	14	mitigate	mitigate	VERB
hjic-851	120	15	generation	generation	NOUN
hjic-851	120	16	and	and	CCONJ
hjic-851	120	17	load	load	VERB
hjic-851	120	18	uncertainties	uncertainty	NOUN
hjic-851	120	19	.	.	PUNCT
hjic-851	121	1	periods	period	NOUN
hjic-851	121	2	of	of	ADP
hjic-851	121	3	15	15	NUM
hjic-851	121	4	minutes	minute	NOUN
hjic-851	121	5	in	in	ADP
hjic-851	121	6	duration	duration	NOUN
hjic-851	121	7	are	be	AUX
hjic-851	121	8	necessary	necessary	ADJ
hjic-851	121	9	to	to	PART
hjic-851	121	10	meet	meet	VERB
hjic-851	121	11	the	the	DET
hjic-851	121	12	requirements	requirement	NOUN
hjic-851	121	13	of	of	ADP
hjic-851	121	14	the	the	DET
hjic-851	121	15	nomination	nomination	NOUN
hjic-851	121	16	process	process	NOUN
hjic-851	121	17	.	.	PUNCT
hjic-851	122	1	input	input	NOUN
hjic-851	122	2	parameters	parameter	NOUN
hjic-851	122	3	for	for	ADP
hjic-851	122	4	day	day	NOUN
hjic-851	122	5	-	-	PUNCT
hjic-851	122	6	ahead	ahead	NOUN
hjic-851	122	7	planning	planning	NOUN
hjic-851	122	8	are	be	AUX
hjic-851	122	9	reserved	reserve	VERB
hjic-851	122	10	flexibility	flexibility	NOUN
hjic-851	122	11	capacities	capacity	NOUN
hjic-851	122	12	,	,	PUNCT
hjic-851	122	13	contractual	contractual	ADJ
hjic-851	122	14	commitments	commitment	NOUN
hjic-851	122	15	(	(	PUNCT
hjic-851	122	16	e.g.	e.g.	ADV
hjic-851	122	17	reserved	reserved	ADJ
hjic-851	122	18	capacities	capacity	NOUN
hjic-851	122	19	,	,	PUNCT
hjic-851	122	20	commercial	commercial	ADJ
hjic-851	122	21	contracts	contract	NOUN
hjic-851	122	22	)	)	PUNCT
hjic-851	122	23	,	,	PUNCT
hjic-851	122	24	the	the	DET
hjic-851	122	25	state	state	NOUN
hjic-851	122	26	of	of	ADP
hjic-851	122	27	the	the	DET
hjic-851	122	28	system	system	NOUN
hjic-851	122	29	at	at	ADP
hjic-851	122	30	the	the	DET
hjic-851	122	31	beginning	beginning	NOUN
hjic-851	122	32	of	of	ADP
hjic-851	122	33	day	day	NOUN
hjic-851	122	34	d	d	NOUN
hjic-851	122	35	according	accord	VERB
hjic-851	122	36	to	to	ADP
hjic-851	122	37	the	the	DET
hjic-851	122	38	previous	previous	ADJ
hjic-851	122	39	intraday	intraday	NOUN
hjic-851	122	40	run	run	NOUN
hjic-851	122	41	,	,	PUNCT
hjic-851	122	42	technical	technical	ADJ
hjic-851	122	43	and	and	CCONJ
hjic-851	122	44	price	price	NOUN
hjic-851	122	45	parameters	parameter	NOUN
hjic-851	122	46	with	with	ADP
hjic-851	122	47	regard	regard	NOUN
hjic-851	122	48	to	to	ADP
hjic-851	122	49	the	the	DET
hjic-851	122	50	assets	asset	NOUN
hjic-851	122	51	of	of	ADP
hjic-851	122	52	the	the	DET
hjic-851	122	53	portfolio	portfolio	NOUN
hjic-851	122	54	,	,	PUNCT
hjic-851	122	55	the	the	DET
hjic-851	122	56	generation	generation	NOUN
hjic-851	122	57	forecast	forecast	NOUN
hjic-851	122	58	of	of	ADP
hjic-851	122	59	intermittent	intermittent	ADJ
hjic-851	122	60	resources	resource	NOUN
hjic-851	122	61	,	,	PUNCT
hjic-851	122	62	the	the	DET
hjic-851	122	63	consumption	consumption	NOUN
hjic-851	122	64	forecast	forecast	NOUN
hjic-851	122	65	of	of	ADP
hjic-851	122	66	loads	load	NOUN
hjic-851	122	67	,	,	PUNCT
hjic-851	122	68	and	and	CCONJ
hjic-851	122	69	the	the	DET
hjic-851	122	70	day	day	NOUN
hjic-851	122	71	-	-	PUNCT
hjic-851	122	72	ahead	ahead	NOUN
hjic-851	122	73	spot	spot	NOUN
hjic-851	122	74	price	price	NOUN
hjic-851	122	75	forecast	forecast	NOUN
hjic-851	122	76	.	.	PUNCT
hjic-851	123	1	the	the	DET
hjic-851	123	2	outhungarian	outhungarian	ADJ
hjic-851	123	3	journal	journal	NOUN
hjic-851	123	4	of	of	ADP
hjic-851	123	5	industry	industry	NOUN
hjic-851	123	6	and	and	CCONJ
hjic-851	123	7	chemistry	chemistry	NOUN
hjic-851	123	8	aggregation	aggregation	NOUN
hjic-851	123	9	of	of	ADP
hjic-851	123	10	heterogeneous	heterogeneous	ADJ
hjic-851	123	11	flexibility	flexibility	NOUN
hjic-851	123	12	resources	resource	VERB
hjic-851	123	13	69	69	NUM
hjic-851	123	14	table	table	NOUN
hjic-851	123	15	1	1	NUM
hjic-851	123	16	:	:	PUNCT
hjic-851	123	17	timeframes	timeframe	NOUN
hjic-851	123	18	of	of	ADP
hjic-851	123	19	phases	phase	NOUN
hjic-851	123	20	phase	phase	NOUN
hjic-851	123	21	interval	interval	NOUN
hjic-851	123	22	number	number	NOUN
hjic-851	123	23	of	of	ADP
hjic-851	123	24	runs	run	NOUN
hjic-851	123	25	periods	period	VERB
hjic-851	123	26	da	da	PROPN
hjic-851	123	27	1	1	NUM
hjic-851	123	28	calendar	calendar	NOUN
hjic-851	123	29	day	day	NOUN
hjic-851	123	30	1	1	NUM
hjic-851	123	31	/	/	SYM
hjic-851	123	32	day	day	NOUN
hjic-851	123	33	96×	96×	NUM
hjic-851	123	34	15	15	NUM
hjic-851	123	35	min	min	NOUN
hjic-851	123	36	periods	period	NOUN
hjic-851	123	37	i	i	PROPN
hjic-851	123	38	d	d	PROPN
hjic-851	123	39	24	24	NUM
hjic-851	123	40	hours	hour	NOUN
hjic-851	123	41	24	24	NUM
hjic-851	123	42	/	/	SYM
hjic-851	123	43	day	day	NOUN
hjic-851	124	1	96×	96×	NUM
hjic-851	124	2	15	15	NUM
hjic-851	124	3	min	min	NOUN
hjic-851	124	4	periods	period	NOUN
hjic-851	124	5	g&l	g&l	PROPN
hjic-851	124	6	60−5	60−5	PROPN
hjic-851	124	7	mins	min	NOUN
hjic-851	124	8	12	12	NUM
hjic-851	124	9	/	/	SYM
hjic-851	124	10	hour	hour	NOUN
hjic-851	124	11	12−1×	12−1×	NUM
hjic-851	124	12	5	5	NUM
hjic-851	124	13	min	min	NOUN
hjic-851	124	14	periods	period	NOUN
hjic-851	124	15	put	put	NOUN
hjic-851	124	16	contains	contain	VERB
hjic-851	124	17	the	the	DET
hjic-851	124	18	power	power	NOUN
hjic-851	124	19	dispatch	dispatch	NOUN
hjic-851	124	20	of	of	ADP
hjic-851	124	21	the	the	DET
hjic-851	124	22	portfolio	portfolio	NOUN
hjic-851	124	23	including	include	VERB
hjic-851	124	24	binary	binary	ADJ
hjic-851	124	25	unit	unit	NOUN
hjic-851	124	26	commitment	commitment	NOUN
hjic-851	124	27	decisions	decision	NOUN
hjic-851	124	28	and	and	CCONJ
hjic-851	124	29	day	day	NOUN
hjic-851	124	30	-	-	PUNCT
hjic-851	124	31	ahead	ahead	NOUN
hjic-851	124	32	trading	trading	NOUN
hjic-851	124	33	recommendations	recommendation	NOUN
hjic-851	124	34	.	.	PUNCT
hjic-851	125	1	table	table	NOUN
hjic-851	125	2	1	1	NUM
hjic-851	125	3	summarizes	summarize	NOUN
hjic-851	125	4	optimization	optimization	NOUN
hjic-851	125	5	intervals	interval	NOUN
hjic-851	125	6	and	and	CCONJ
hjic-851	125	7	the	the	DET
hjic-851	125	8	duration	duration	NOUN
hjic-851	125	9	of	of	ADP
hjic-851	125	10	each	each	DET
hjic-851	125	11	phase	phase	NOUN
hjic-851	125	12	.	.	PUNCT
hjic-851	126	1	the	the	DET
hjic-851	126	2	results	result	NOUN
hjic-851	126	3	of	of	ADP
hjic-851	126	4	day	day	NOUN
hjic-851	126	5	-	-	PUNCT
hjic-851	126	6	ahead	ahead	NOUN
hjic-851	126	7	optimization	optimization	NOUN
hjic-851	126	8	are	be	AUX
hjic-851	126	9	inputted	inputte	VERB
hjic-851	126	10	into	into	ADP
hjic-851	126	11	schedule	schedule	NOUN
hjic-851	126	12	nominations	nomination	NOUN
hjic-851	126	13	and	and	CCONJ
hjic-851	126	14	dayahead	dayahead	VERB
hjic-851	126	15	trading	trade	VERB
hjic-851	126	16	so	so	ADV
hjic-851	126	17	a	a	DET
hjic-851	126	18	calendar	calendar	NOUN
hjic-851	126	19	day	day	NOUN
hjic-851	126	20	is	be	AUX
hjic-851	126	21	covered	cover	VERB
hjic-851	126	22	but	but	CCONJ
hjic-851	126	23	executed	execute	VERB
hjic-851	126	24	according	accord	VERB
hjic-851	126	25	to	to	ADP
hjic-851	126	26	nomination	nomination	NOUN
hjic-851	126	27	schedules	schedule	NOUN
hjic-851	126	28	from	from	ADP
hjic-851	126	29	the	the	DET
hjic-851	126	30	middle	middle	NOUN
hjic-851	126	31	of	of	ADP
hjic-851	126	32	the	the	DET
hjic-851	126	33	previous	previous	ADJ
hjic-851	126	34	day	day	NOUN
hjic-851	126	35	.	.	PUNCT
hjic-851	127	1	3.3	3.3	NUM
hjic-851	127	2	intraday	intraday	NOUN
hjic-851	127	3	operation	operation	NOUN
hjic-851	127	4	the	the	DET
hjic-851	127	5	primary	primary	ADJ
hjic-851	127	6	objective	objective	NOUN
hjic-851	127	7	of	of	ADP
hjic-851	127	8	the	the	DET
hjic-851	127	9	intraday	intraday	NOUN
hjic-851	127	10	run	run	NOUN
hjic-851	127	11	is	be	AUX
hjic-851	127	12	to	to	PART
hjic-851	127	13	determine	determine	VERB
hjic-851	127	14	the	the	DET
hjic-851	127	15	system	system	NOUN
hjic-851	127	16	state	state	NOUN
hjic-851	127	17	at	at	ADP
hjic-851	127	18	the	the	DET
hjic-851	127	19	end	end	NOUN
hjic-851	127	20	of	of	ADP
hjic-851	127	21	the	the	DET
hjic-851	127	22	first	first	ADJ
hjic-851	127	23	hour	hour	NOUN
hjic-851	127	24	which	which	PRON
hjic-851	127	25	is	be	AUX
hjic-851	127	26	then	then	ADV
hjic-851	127	27	used	use	VERB
hjic-851	127	28	by	by	ADP
hjic-851	127	29	generation	generation	NOUN
hjic-851	127	30	and	and	CCONJ
hjic-851	127	31	load	load	NOUN
hjic-851	127	32	dispatch	dispatch	NOUN
hjic-851	127	33	as	as	ADP
hjic-851	127	34	a	a	DET
hjic-851	127	35	target	target	NOUN
hjic-851	127	36	state	state	NOUN
hjic-851	127	37	(	(	PUNCT
hjic-851	127	38	19:00	19:00	NUM
hjic-851	127	39	according	accord	VERB
hjic-851	127	40	to	to	ADP
hjic-851	127	41	the	the	DET
hjic-851	127	42	example	example	NOUN
hjic-851	127	43	in	in	ADP
hjic-851	127	44	fig	fig	NOUN
hjic-851	127	45	.	.	PUNCT
hjic-851	128	1	2	2	NUM
hjic-851	128	2	)	)	PUNCT
hjic-851	128	3	.	.	PUNCT
hjic-851	129	1	it	it	PRON
hjic-851	129	2	can	can	AUX
hjic-851	129	3	also	also	ADV
hjic-851	129	4	be	be	AUX
hjic-851	129	5	used	use	VERB
hjic-851	129	6	to	to	ADP
hjic-851	129	7	fine	fine	ADJ
hjic-851	129	8	-	-	PUNCT
hjic-851	129	9	tune	tune	NOUN
hjic-851	129	10	day	day	NOUN
hjic-851	129	11	-	-	PUNCT
hjic-851	129	12	ahead	ahead	NOUN
hjic-851	129	13	results	result	NOUN
hjic-851	129	14	and	and	CCONJ
hjic-851	129	15	produce	produce	VERB
hjic-851	129	16	inputs	input	NOUN
hjic-851	129	17	for	for	ADP
hjic-851	129	18	intraday	intraday	NOUN
hjic-851	129	19	trading	trading	NOUN
hjic-851	129	20	and	and	CCONJ
hjic-851	129	21	schedule	schedule	NOUN
hjic-851	129	22	modifications	modification	NOUN
hjic-851	129	23	.	.	PUNCT
hjic-851	130	1	intraday	intraday	NOUN
hjic-851	130	2	optimization	optimization	NOUN
hjic-851	130	3	takes	take	VERB
hjic-851	130	4	into	into	ADP
hjic-851	130	5	consideration	consideration	NOUN
hjic-851	130	6	unit	unit	NOUN
hjic-851	130	7	commitment	commitment	NOUN
hjic-851	130	8	decisions	decision	NOUN
hjic-851	130	9	,	,	PUNCT
hjic-851	130	10	nominated	nominate	VERB
hjic-851	130	11	day	day	NOUN
hjic-851	130	12	-	-	PUNCT
hjic-851	130	13	ahead	ahead	NOUN
hjic-851	130	14	as	as	ADV
hjic-851	130	15	well	well	ADV
hjic-851	130	16	as	as	ADP
hjic-851	130	17	intraday	intraday	NOUN
hjic-851	130	18	schedules	schedule	NOUN
hjic-851	130	19	,	,	PUNCT
hjic-851	130	20	reserved	reserved	ADJ
hjic-851	130	21	capacities	capacity	NOUN
hjic-851	130	22	,	,	PUNCT
hjic-851	130	23	more	more	ADV
hjic-851	130	24	precise	precise	ADJ
hjic-851	130	25	weather	weather	NOUN
hjic-851	130	26	as	as	ADV
hjic-851	130	27	well	well	ADV
hjic-851	130	28	as	as	ADP
hjic-851	130	29	price	price	NOUN
hjic-851	130	30	forecasts	forecast	NOUN
hjic-851	130	31	,	,	PUNCT
hjic-851	130	32	portfolio	portfolio	NOUN
hjic-851	130	33	parameters	parameter	NOUN
hjic-851	130	34	and	and	CCONJ
hjic-851	130	35	the	the	DET
hjic-851	130	36	current	current	ADJ
hjic-851	130	37	state	state	NOUN
hjic-851	130	38	of	of	ADP
hjic-851	130	39	the	the	DET
hjic-851	130	40	system	system	NOUN
hjic-851	130	41	provided	provide	VERB
hjic-851	130	42	by	by	ADP
hjic-851	130	43	the	the	DET
hjic-851	130	44	scada	scada	PROPN
hjic-851	130	45	module	module	NOUN
hjic-851	130	46	,	,	PUNCT
hjic-851	130	47	price	price	NOUN
hjic-851	130	48	parameters	parameter	NOUN
hjic-851	130	49	of	of	ADP
hjic-851	130	50	the	the	DET
hjic-851	130	51	assets	asset	NOUN
hjic-851	130	52	from	from	ADP
hjic-851	130	53	the	the	DET
hjic-851	130	54	portfolio	portfolio	NOUN
hjic-851	130	55	,	,	PUNCT
hjic-851	130	56	and	and	CCONJ
hjic-851	130	57	activation	activation	NOUN
hjic-851	130	58	orders	order	NOUN
hjic-851	130	59	from	from	ADP
hjic-851	130	60	customers	customer	NOUN
hjic-851	130	61	.	.	PUNCT
hjic-851	131	1	it	it	PRON
hjic-851	131	2	is	be	AUX
hjic-851	131	3	executed	execute	VERB
hjic-851	131	4	hourly	hourly	ADV
hjic-851	131	5	by	by	ADP
hjic-851	131	6	applying	apply	VERB
hjic-851	131	7	a	a	DET
hjic-851	131	8	24	24	NUM
hjic-851	131	9	-	-	PUNCT
hjic-851	131	10	hour	hour	NOUN
hjic-851	131	11	look	look	NOUN
hjic-851	131	12	-	-	PUNCT
hjic-851	131	13	ahead	ahead	NOUN
hjic-851	131	14	window	window	NOUN
hjic-851	131	15	.	.	PUNCT
hjic-851	132	1	the	the	DET
hjic-851	132	2	run	run	NOUN
hjic-851	132	3	-	-	PUNCT
hjic-851	132	4	time	time	NOUN
hjic-851	132	5	is	be	AUX
hjic-851	132	6	critical	critical	ADJ
hjic-851	132	7	and	and	CCONJ
hjic-851	132	8	the	the	DET
hjic-851	132	9	unit	unit	NOUN
hjic-851	132	10	commitment	commitment	NOUN
hjic-851	132	11	is	be	AUX
hjic-851	132	12	not	not	PART
hjic-851	132	13	revised	revise	VERB
hjic-851	132	14	,	,	PUNCT
hjic-851	132	15	but	but	CCONJ
hjic-851	132	16	probability	probability	NOUN
hjic-851	132	17	-	-	PUNCT
hjic-851	132	18	weighted	weight	VERB
hjic-851	132	19	generation	generation	NOUN
hjic-851	132	20	and	and	CCONJ
hjic-851	132	21	load	load	VERB
hjic-851	132	22	scenarios	scenario	NOUN
hjic-851	132	23	still	still	ADV
hjic-851	132	24	need	need	VERB
hjic-851	132	25	to	to	PART
hjic-851	132	26	be	be	AUX
hjic-851	132	27	generated	generate	VERB
hjic-851	132	28	for	for	ADP
hjic-851	132	29	stochastic	stochastic	ADJ
hjic-851	132	30	optimization	optimization	NOUN
hjic-851	132	31	.	.	PUNCT
hjic-851	133	1	multi	multi	ADJ
hjic-851	133	2	-	-	ADJ
hjic-851	133	3	period	period	ADJ
hjic-851	133	4	stochastic	stochastic	ADJ
hjic-851	133	5	optimization	optimization	NOUN
hjic-851	133	6	is	be	AUX
hjic-851	133	7	recommended	recommend	VERB
hjic-851	133	8	.	.	PUNCT
hjic-851	134	1	the	the	DET
hjic-851	134	2	duration	duration	NOUN
hjic-851	134	3	of	of	ADP
hjic-851	134	4	periods	period	NOUN
hjic-851	134	5	is	be	AUX
hjic-851	134	6	15	15	NUM
hjic-851	134	7	minutes	minute	NOUN
hjic-851	134	8	to	to	PART
hjic-851	134	9	support	support	VERB
hjic-851	134	10	intraday	intraday	NOUN
hjic-851	134	11	trading	trading	NOUN
hjic-851	134	12	.	.	PUNCT
hjic-851	135	1	3.4	3.4	NUM
hjic-851	135	2	direct	direct	ADJ
hjic-851	135	3	generation	generation	NOUN
hjic-851	135	4	and	and	CCONJ
hjic-851	135	5	load	load	NOUN
hjic-851	135	6	dispatch	dispatch	NOUN
hjic-851	135	7	intraday	intraday	NOUN
hjic-851	135	8	optimization	optimization	NOUN
hjic-851	135	9	performs	perform	VERB
hjic-851	135	10	a	a	DET
hjic-851	135	11	24	24	NUM
hjic-851	135	12	-	-	PUNCT
hjic-851	135	13	hour	hour	NOUN
hjic-851	135	14	run	run	NOUN
hjic-851	135	15	and	and	CCONJ
hjic-851	135	16	determines	determine	VERB
hjic-851	135	17	a	a	DET
hjic-851	135	18	target	target	NOUN
hjic-851	135	19	system	system	NOUN
hjic-851	135	20	state	state	NOUN
hjic-851	135	21	for	for	ADP
hjic-851	135	22	a	a	DET
hjic-851	135	23	direct	direct	ADJ
hjic-851	135	24	generation	generation	NOUN
hjic-851	135	25	and	and	CCONJ
hjic-851	135	26	load	load	NOUN
hjic-851	135	27	dispatch	dispatch	NOUN
hjic-851	135	28	run	run	NOUN
hjic-851	135	29	to	to	PART
hjic-851	135	30	calculate	calculate	VERB
hjic-851	135	31	optimized	optimize	VERB
hjic-851	135	32	dispatch	dispatch	NOUN
hjic-851	135	33	for	for	ADP
hjic-851	135	34	the	the	DET
hjic-851	135	35	automatic	automatic	ADJ
hjic-851	135	36	generator	generator	NOUN
hjic-851	135	37	loading	loading	NOUN
hjic-851	135	38	control	control	NOUN
hjic-851	135	39	module	module	NOUN
hjic-851	135	40	.	.	PUNCT
hjic-851	136	1	here	here	ADV
hjic-851	136	2	the	the	DET
hjic-851	136	3	optimization	optimization	NOUN
hjic-851	136	4	interval	interval	NOUN
hjic-851	136	5	is	be	AUX
hjic-851	136	6	1	1	NUM
hjic-851	136	7	hour	hour	NOUN
hjic-851	136	8	and	and	CCONJ
hjic-851	136	9	the	the	DET
hjic-851	136	10	duration	duration	NOUN
hjic-851	136	11	of	of	ADP
hjic-851	136	12	calculations	calculation	NOUN
hjic-851	136	13	is	be	AUX
hjic-851	136	14	5	5	NUM
hjic-851	136	15	minutes	minute	NOUN
hjic-851	136	16	.	.	PUNCT
hjic-851	137	1	the	the	DET
hjic-851	137	2	result	result	NOUN
hjic-851	137	3	of	of	ADP
hjic-851	137	4	the	the	DET
hjic-851	137	5	first	first	ADJ
hjic-851	137	6	period	period	NOUN
hjic-851	137	7	is	be	AUX
hjic-851	137	8	used	use	VERB
hjic-851	137	9	by	by	ADP
hjic-851	137	10	the	the	DET
hjic-851	137	11	aglc	aglc	NOUN
hjic-851	137	12	to	to	PART
hjic-851	137	13	directly	directly	ADV
hjic-851	137	14	control	control	VERB
hjic-851	137	15	the	the	DET
hjic-851	137	16	assets	asset	NOUN
hjic-851	137	17	of	of	ADP
hjic-851	137	18	the	the	DET
hjic-851	137	19	portfolio	portfolio	NOUN
hjic-851	137	20	.	.	PUNCT
hjic-851	138	1	the	the	DET
hjic-851	138	2	initial	initial	ADJ
hjic-851	138	3	parameter	parameter	NOUN
hjic-851	138	4	set	set	NOUN
hjic-851	138	5	is	be	AUX
hjic-851	138	6	the	the	DET
hjic-851	138	7	actual	actual	ADJ
hjic-851	138	8	system	system	NOUN
hjic-851	138	9	state	state	NOUN
hjic-851	138	10	provided	provide	VERB
hjic-851	138	11	by	by	ADP
hjic-851	138	12	the	the	DET
hjic-851	138	13	scada	scada	PROPN
hjic-851	138	14	module	module	NOUN
hjic-851	138	15	,	,	PUNCT
hjic-851	138	16	the	the	DET
hjic-851	138	17	target	target	NOUN
hjic-851	138	18	state	state	NOUN
hjic-851	138	19	is	be	AUX
hjic-851	138	20	determined	determine	VERB
hjic-851	138	21	by	by	ADP
hjic-851	138	22	the	the	DET
hjic-851	138	23	intraday	intraday	NOUN
hjic-851	138	24	run	run	NOUN
hjic-851	138	25	.	.	PUNCT
hjic-851	139	1	it	it	PRON
hjic-851	139	2	also	also	ADV
hjic-851	139	3	follows	follow	VERB
hjic-851	139	4	the	the	DET
hjic-851	139	5	shrinking	shrink	VERB
hjic-851	139	6	horizon	horizon	NOUN
hjic-851	139	7	model	model	NOUN
hjic-851	139	8	by	by	ADP
hjic-851	139	9	being	be	AUX
hjic-851	139	10	executed	execute	VERB
hjic-851	139	11	every	every	DET
hjic-851	139	12	5	5	NUM
hjic-851	139	13	minutes	minute	NOUN
hjic-851	139	14	and	and	CCONJ
hjic-851	139	15	performing	perform	VERB
hjic-851	139	16	calculations	calculation	NOUN
hjic-851	139	17	up	up	ADP
hjic-851	139	18	until	until	ADP
hjic-851	139	19	the	the	DET
hjic-851	139	20	hourly	hourly	ADJ
hjic-851	139	21	target	target	NOUN
hjic-851	139	22	.	.	PUNCT
hjic-851	140	1	results	result	NOUN
hjic-851	140	2	must	must	AUX
hjic-851	140	3	be	be	AUX
hjic-851	140	4	sent	send	VERB
hjic-851	140	5	to	to	PART
hjic-851	140	6	aglc	aglc	VERB
hjic-851	140	7	to	to	PART
hjic-851	140	8	control	control	VERB
hjic-851	140	9	assets	asset	NOUN
hjic-851	140	10	since	since	SCONJ
hjic-851	140	11	the	the	DET
hjic-851	140	12	run	run	NOUN
hjic-851	140	13	-	-	PUNCT
hjic-851	140	14	time	time	NOUN
hjic-851	140	15	is	be	AUX
hjic-851	140	16	extremely	extremely	ADV
hjic-851	140	17	critical	critical	ADJ
hjic-851	140	18	.	.	PUNCT
hjic-851	141	1	a	a	DET
hjic-851	141	2	deterministic	deterministic	ADJ
hjic-851	141	3	optimization	optimization	NOUN
hjic-851	141	4	linear	linear	NOUN
hjic-851	141	5	programming	programming	NOUN
hjic-851	141	6	formulation	formulation	NOUN
hjic-851	141	7	is	be	AUX
hjic-851	141	8	proposed	propose	VERB
hjic-851	141	9	.	.	PUNCT
hjic-851	142	1	4	4	X
hjic-851	142	2	.	.	X
hjic-851	142	3	conclusion	conclusion	NOUN
hjic-851	142	4	in	in	ADP
hjic-851	142	5	this	this	DET
hjic-851	142	6	paper	paper	NOUN
hjic-851	142	7	,	,	PUNCT
hjic-851	142	8	an	an	DET
hjic-851	142	9	aggregator	aggregator	NOUN
hjic-851	142	10	framework	framework	NOUN
hjic-851	142	11	was	be	AUX
hjic-851	142	12	presented	present	VERB
hjic-851	142	13	that	that	PRON
hjic-851	142	14	aims	aim	VERB
hjic-851	142	15	to	to	PART
hjic-851	142	16	manage	manage	VERB
hjic-851	142	17	distributed	distribute	VERB
hjic-851	142	18	energy	energy	NOUN
hjic-851	142	19	resources	resource	NOUN
hjic-851	142	20	,	,	PUNCT
hjic-851	142	21	provide	provide	VERB
hjic-851	142	22	services	service	NOUN
hjic-851	142	23	for	for	ADP
hjic-851	142	24	system	system	NOUN
hjic-851	142	25	operators	operator	NOUN
hjic-851	142	26	,	,	PUNCT
hjic-851	142	27	support	support	NOUN
hjic-851	142	28	brps	brps	VERB
hjic-851	142	29	to	to	PART
hjic-851	142	30	minimize	minimize	VERB
hjic-851	142	31	imbalances	imbalance	NOUN
hjic-851	142	32	in	in	ADP
hjic-851	142	33	the	the	DET
hjic-851	142	34	balancing	balancing	NOUN
hjic-851	142	35	group	group	NOUN
hjic-851	142	36	,	,	PUNCT
hjic-851	142	37	and	and	CCONJ
hjic-851	142	38	determine	determine	VERB
hjic-851	142	39	energy	energy	NOUN
hjic-851	142	40	trading	trading	NOUN
hjic-851	142	41	volumes	volume	NOUN
hjic-851	142	42	in	in	ADP
hjic-851	142	43	day	day	NOUN
hjic-851	142	44	-	-	PUNCT
hjic-851	142	45	ahead	ahead	NOUN
hjic-851	142	46	and	and	CCONJ
hjic-851	142	47	intraday	intraday	NOUN
hjic-851	142	48	markets	market	NOUN
hjic-851	142	49	.	.	PUNCT
hjic-851	143	1	3	3	NUM
hjic-851	143	2	phases	phase	NOUN
hjic-851	143	3	of	of	ADP
hjic-851	143	4	overlaying	overlay	VERB
hjic-851	143	5	process	process	NOUN
hjic-851	143	6	optimization	optimization	NOUN
hjic-851	143	7	were	be	AUX
hjic-851	143	8	recommended	recommend	VERB
hjic-851	143	9	in	in	ADP
hjic-851	143	10	line	line	NOUN
hjic-851	143	11	with	with	ADP
hjic-851	143	12	a	a	DET
hjic-851	143	13	regular	regular	ADJ
hjic-851	143	14	marketing	marketing	NOUN
hjic-851	143	15	process	process	NOUN
hjic-851	143	16	.	.	PUNCT
hjic-851	144	1	a.	a.	NOUN
hjic-851	144	2	appendix	appendix	PROPN
hjic-851	144	3	:	:	PUNCT
hjic-851	144	4	acronyms	acronyms	PROPN
hjic-851	144	5	abbr	abbr	PROPN
hjic-851	144	6	.	.	PUNCT
hjic-851	145	1	description	description	NOUN
hjic-851	145	2	aglc	aglc	VERB
hjic-851	145	3	automatic	automatic	ADJ
hjic-851	145	4	generator	generator	NOUN
hjic-851	145	5	loading	loading	NOUN
hjic-851	145	6	control	control	NOUN
hjic-851	145	7	brp	brp	PROPN
hjic-851	145	8	balance	balance	PROPN
hjic-851	145	9	responsible	responsible	ADJ
hjic-851	145	10	party	party	NOUN
hjic-851	145	11	bsp	bsp	NOUN
hjic-851	145	12	balancing	balance	VERB
hjic-851	145	13	service	service	NOUN
hjic-851	145	14	provider	provider	NOUN
hjic-851	145	15	dg	dg	NOUN
hjic-851	145	16	distributed	distribute	VERB
hjic-851	145	17	generation	generation	NOUN
hjic-851	145	18	dr	dr	PROPN
hjic-851	145	19	demand	demand	PROPN
hjic-851	145	20	response	response	NOUN
hjic-851	145	21	dso	dso	PROPN
hjic-851	145	22	distribution	distribution	NOUN
hjic-851	145	23	system	system	NOUN
hjic-851	145	24	operator	operator	NOUN
hjic-851	145	25	fc	fc	PROPN
hjic-851	145	26	flexibility	flexibility	NOUN
hjic-851	145	27	center	center	PROPN
hjic-851	145	28	scada	scada	PROPN
hjic-851	145	29	supervisory	supervisory	ADJ
hjic-851	145	30	control	control	NOUN
hjic-851	145	31	and	and	CCONJ
hjic-851	145	32	data	datum	NOUN
hjic-851	145	33	acquisition	acquisition	NOUN
hjic-851	145	34	tso	tso	PROPN
hjic-851	145	35	transmission	transmission	NOUN
hjic-851	145	36	system	system	NOUN
hjic-851	145	37	operator	operator	NOUN
hjic-851	145	38	b.	b.	NOUN
hjic-851	145	39	appendix	appendix	PROPN
hjic-851	145	40	:	:	PUNCT
hjic-851	145	41	definitions	definition	NOUN
hjic-851	145	42	balancing	balance	VERB
hjic-851	145	43	group	group	NOUN
hjic-851	145	44	:	:	PUNCT
hjic-851	145	45	a	a	DET
hjic-851	145	46	group	group	NOUN
hjic-851	145	47	of	of	ADP
hjic-851	145	48	market	market	NOUN
hjic-851	145	49	participants	participant	NOUN
hjic-851	145	50	(	(	PUNCT
hjic-851	145	51	consumers	consumer	NOUN
hjic-851	145	52	,	,	PUNCT
hjic-851	145	53	producers	producer	NOUN
hjic-851	145	54	,	,	PUNCT
hjic-851	145	55	traders	trader	NOUN
hjic-851	145	56	)	)	PUNCT
hjic-851	145	57	who	who	PRON
hjic-851	145	58	optimize	optimize	VERB
hjic-851	145	59	costs	cost	NOUN
hjic-851	145	60	by	by	ADP
hjic-851	145	61	netting	net	VERB
hjic-851	145	62	deviations	deviation	NOUN
hjic-851	145	63	(	(	PUNCT
hjic-851	145	64	imbalances	imbalance	NOUN
hjic-851	145	65	)	)	PUNCT
hjic-851	145	66	and	and	CCONJ
hjic-851	145	67	reduce	reduce	VERB
hjic-851	145	68	overall	overall	ADJ
hjic-851	145	69	deviations	deviation	NOUN
hjic-851	145	70	between	between	ADP
hjic-851	145	71	the	the	DET
hjic-851	145	72	projected	project	VERB
hjic-851	145	73	and	and	CCONJ
hjic-851	145	74	reported	report	VERB
hjic-851	145	75	electricity	electricity	NOUN
hjic-851	145	76	usage	usage	NOUN
hjic-851	145	77	.	.	PUNCT
hjic-851	146	1	balance	balance	NOUN
hjic-851	146	2	responsible	responsible	ADJ
hjic-851	146	3	party	party	NOUN
hjic-851	146	4	:	:	PUNCT
hjic-851	146	5	a	a	DET
hjic-851	146	6	chosen	choose	VERB
hjic-851	146	7	representative	representative	NOUN
hjic-851	146	8	of	of	ADP
hjic-851	146	9	a	a	DET
hjic-851	146	10	balancing	balance	VERB
hjic-851	146	11	group	group	NOUN
hjic-851	146	12	who	who	PRON
hjic-851	146	13	is	be	AUX
hjic-851	146	14	responsible	responsible	ADJ
hjic-851	146	15	for	for	ADP
hjic-851	146	16	the	the	DET
hjic-851	146	17	imbalance	imbalance	NOUN
hjic-851	146	18	of	of	ADP
hjic-851	146	19	the	the	DET
hjic-851	146	20	group	group	NOUN
hjic-851	146	21	.	.	PUNCT
hjic-851	147	1	balancing	balance	VERB
hjic-851	147	2	service	service	NOUN
hjic-851	147	3	provider	provider	NOUN
hjic-851	147	4	:	:	PUNCT
hjic-851	147	5	a	a	DET
hjic-851	147	6	market	market	NOUN
hjic-851	147	7	participant	participant	NOUN
hjic-851	147	8	providing	provide	VERB
hjic-851	147	9	balancing	balance	VERB
hjic-851	147	10	services	service	NOUN
hjic-851	147	11	to	to	ADP
hjic-851	147	12	the	the	DET
hjic-851	147	13	tso	tso	PROPN
hjic-851	147	14	.	.	PROPN
hjic-851	147	15	balancing	balance	VERB
hjic-851	147	16	services	service	NOUN
hjic-851	147	17	:	:	PUNCT
hjic-851	147	18	(	(	PUNCT
hjic-851	147	19	1	1	X
hjic-851	147	20	)	)	PUNCT
hjic-851	147	21	balancing	balance	VERB
hjic-851	147	22	energy	energy	NOUN
hjic-851	147	23	is	be	AUX
hjic-851	147	24	energy	energy	NOUN
hjic-851	147	25	used	use	VERB
hjic-851	147	26	by	by	ADP
hjic-851	147	27	tso	tso	PROPN
hjic-851	147	28	to	to	PART
hjic-851	147	29	perform	perform	VERB
hjic-851	147	30	balancing	balancing	NOUN
hjic-851	147	31	and	and	CCONJ
hjic-851	147	32	(	(	PUNCT
hjic-851	147	33	2	2	X
hjic-851	147	34	)	)	PUNCT
hjic-851	147	35	balancing	balance	VERB
hjic-851	147	36	capacity	capacity	NOUN
hjic-851	147	37	,	,	PUNCT
hjic-851	147	38	namely	namely	ADV
hjic-851	147	39	a	a	DET
hjic-851	147	40	volume	volume	NOUN
hjic-851	147	41	of	of	ADP
hjic-851	147	42	capacity	capacity	NOUN
hjic-851	147	43	that	that	PRON
hjic-851	147	44	a	a	DET
hjic-851	147	45	bsp	bsp	NOUN
hjic-851	147	46	has	have	AUX
hjic-851	147	47	agreed	agree	VERB
hjic-851	147	48	to	to	PART
hjic-851	147	49	hold	hold	VERB
hjic-851	147	50	to	to	ADP
hjic-851	147	51	and	and	CCONJ
hjic-851	147	52	in	in	ADP
hjic-851	147	53	respect	respect	NOUN
hjic-851	147	54	of	of	ADP
hjic-851	147	55	to	to	PART
hjic-851	147	56	which	which	PRON
hjic-851	147	57	the	the	DET
hjic-851	147	58	bsp	bsp	NOUN
hjic-851	147	59	has	have	AUX
hjic-851	147	60	agreed	agree	VERB
hjic-851	147	61	to	to	PART
hjic-851	147	62	submit	submit	VERB
hjic-851	147	63	bids	bid	NOUN
hjic-851	147	64	for	for	ADP
hjic-851	147	65	a	a	DET
hjic-851	147	66	corresponding	corresponding	ADJ
hjic-851	147	67	volume	volume	NOUN
hjic-851	147	68	of	of	ADP
hjic-851	147	69	balancing	balance	VERB
hjic-851	147	70	energy	energy	NOUN
hjic-851	147	71	to	to	ADP
hjic-851	147	72	the	the	DET
hjic-851	147	73	tso	tso	PROPN
hjic-851	147	74	.	.	PROPN
hjic-851	147	75	balancing	balancing	NOUN
hjic-851	147	76	:	:	PUNCT
hjic-851	147	77	balancing	balancing	NOUN
hjic-851	147	78	encompasses	encompass	VERB
hjic-851	147	79	all	all	DET
hjic-851	147	80	actions	action	NOUN
hjic-851	147	81	and	and	CCONJ
hjic-851	147	82	processes	process	NOUN
hjic-851	147	83	through	through	ADP
hjic-851	147	84	which	which	PRON
hjic-851	147	85	tso	tso	PROPN
hjic-851	147	86	ensures	ensure	VERB
hjic-851	147	87	the	the	DET
hjic-851	147	88	system	system	NOUN
hjic-851	147	89	frequency	frequency	NOUN
hjic-851	147	90	is	be	AUX
hjic-851	147	91	within	within	ADP
hjic-851	147	92	a	a	DET
hjic-851	147	93	predefined	predefine	VERB
hjic-851	147	94	stability	stability	NOUN
hjic-851	147	95	range	range	NOUN
hjic-851	147	96	and	and	CCONJ
hjic-851	147	97	complies	complie	NOUN
hjic-851	147	98	with	with	ADP
hjic-851	147	99	the	the	DET
hjic-851	147	100	amount	amount	NOUN
hjic-851	147	101	of	of	ADP
hjic-851	147	102	reserves	reserve	NOUN
hjic-851	147	103	needed	need	VERB
hjic-851	147	104	with	with	ADP
hjic-851	147	105	respect	respect	NOUN
hjic-851	147	106	to	to	ADP
hjic-851	147	107	the	the	DET
hjic-851	147	108	required	require	VERB
hjic-851	147	109	quality	quality	NOUN
hjic-851	147	110	.	.	PUNCT
hjic-851	148	1	47(1	47(1	NUM
hjic-851	148	2	)	)	PUNCT
hjic-851	148	3	pp	pp	ADV
hjic-851	148	4	.	.	PUNCT
hjic-851	149	1	65–70	65–70	NUM
hjic-851	149	2	(	(	PUNCT
hjic-851	149	3	2019	2019	NUM
hjic-851	149	4	)	)	PUNCT
hjic-851	149	5	70	70	NUM
hjic-851	149	6	balázs	balázs	PROPN
hjic-851	149	7	,	,	PUNCT
hjic-851	149	8	fodor	fodor	PROPN
hjic-851	149	9	,	,	PUNCT
hjic-851	149	10	and	and	CCONJ
hjic-851	149	11	magyar	magyar	ADJ
hjic-851	149	12	distribution	distribution	NOUN
hjic-851	149	13	system	system	NOUN
hjic-851	149	14	operator	operator	NOUN
hjic-851	149	15	:	:	PUNCT
hjic-851	149	16	responsible	responsible	ADJ
hjic-851	149	17	for	for	ADP
hjic-851	149	18	providing	provide	VERB
hjic-851	149	19	and	and	CCONJ
hjic-851	149	20	operating	operate	VERB
hjic-851	149	21	low-	low-	NOUN
hjic-851	149	22	,	,	PUNCT
hjic-851	149	23	mediumand	mediumand	VERB
hjic-851	149	24	high	high	ADJ
hjic-851	149	25	-	-	PUNCT
hjic-851	149	26	voltage	voltage	NOUN
hjic-851	149	27	networks	network	NOUN
hjic-851	149	28	for	for	ADP
hjic-851	149	29	the	the	DET
hjic-851	149	30	regional	regional	ADJ
hjic-851	149	31	distribution	distribution	NOUN
hjic-851	149	32	of	of	ADP
hjic-851	149	33	electricity	electricity	NOUN
hjic-851	149	34	as	as	ADV
hjic-851	149	35	well	well	ADV
hjic-851	149	36	as	as	ADP
hjic-851	149	37	for	for	ADP
hjic-851	149	38	the	the	DET
hjic-851	149	39	supply	supply	NOUN
hjic-851	149	40	of	of	ADP
hjic-851	149	41	lower	low	ADJ
hjic-851	149	42	-	-	PUNCT
hjic-851	149	43	level	level	NOUN
hjic-851	149	44	distribution	distribution	NOUN
hjic-851	149	45	systems	system	NOUN
hjic-851	149	46	and	and	CCONJ
hjic-851	149	47	directly	directly	ADV
hjic-851	149	48	connected	connect	VERB
hjic-851	149	49	customers	customer	NOUN
hjic-851	149	50	.	.	PUNCT
hjic-851	150	1	transmission	transmission	NOUN
hjic-851	150	2	system	system	NOUN
hjic-851	150	3	operator	operator	NOUN
hjic-851	150	4	:	:	PUNCT
hjic-851	150	5	responsible	responsible	ADJ
hjic-851	150	6	for	for	ADP
hjic-851	150	7	providing	provide	VERB
hjic-851	150	8	and	and	CCONJ
hjic-851	150	9	operating	operate	VERB
hjic-851	150	10	highand	highand	ADV
hjic-851	150	11	extra	extra	ADJ
hjic-851	150	12	high	high	ADJ
hjic-851	150	13	-	-	PUNCT
hjic-851	150	14	voltage	voltage	NOUN
hjic-851	150	15	networks	network	NOUN
hjic-851	150	16	for	for	ADP
hjic-851	150	17	the	the	DET
hjic-851	150	18	long	long	ADJ
hjic-851	150	19	-	-	PUNCT
hjic-851	150	20	distance	distance	NOUN
hjic-851	150	21	transmission	transmission	NOUN
hjic-851	150	22	of	of	ADP
hjic-851	150	23	electricity	electricity	NOUN
hjic-851	150	24	as	as	ADV
hjic-851	150	25	well	well	ADV
hjic-851	150	26	as	as	ADP
hjic-851	150	27	for	for	ADP
hjic-851	150	28	the	the	DET
hjic-851	150	29	supply	supply	NOUN
hjic-851	150	30	of	of	ADP
hjic-851	150	31	lower	low	ADJ
hjic-851	150	32	-	-	PUNCT
hjic-851	150	33	level	level	NOUN
hjic-851	150	34	regional	regional	ADJ
hjic-851	150	35	distribution	distribution	NOUN
hjic-851	150	36	systems	system	NOUN
hjic-851	150	37	and	and	CCONJ
hjic-851	150	38	directly	directly	ADV
hjic-851	150	39	connected	connect	VERB
hjic-851	150	40	customers	customer	NOUN
hjic-851	150	41	.	.	PUNCT
hjic-851	151	1	prosumer	prosumer	PROPN
hjic-851	151	2	/	/	SYM
hjic-851	151	3	active	active	ADJ
hjic-851	151	4	customer	customer	NOUN
hjic-851	151	5	:	:	PUNCT
hjic-851	151	6	customers	customer	NOUN
hjic-851	151	7	who	who	PRON
hjic-851	151	8	consume	consume	VERB
hjic-851	151	9	,	,	PUNCT
hjic-851	151	10	store	store	VERB
hjic-851	151	11	or	or	CCONJ
hjic-851	151	12	sell	sell	VERB
hjic-851	151	13	electricity	electricity	NOUN
hjic-851	151	14	generated	generate	VERB
hjic-851	151	15	on	on	ADP
hjic-851	151	16	their	their	PRON
hjic-851	151	17	premises	premise	NOUN
hjic-851	151	18	,	,	PUNCT
hjic-851	151	19	or	or	CCONJ
hjic-851	151	20	participate	participate	VERB
hjic-851	151	21	in	in	ADP
hjic-851	151	22	demand	demand	NOUN
hjic-851	151	23	response	response	NOUN
hjic-851	151	24	or	or	CCONJ
hjic-851	151	25	energy	energy	NOUN
hjic-851	151	26	efficiency	efficiency	NOUN
hjic-851	151	27	schemes	scheme	NOUN
hjic-851	151	28	provided	provide	VERB
hjic-851	151	29	that	that	SCONJ
hjic-851	151	30	these	these	DET
hjic-851	151	31	activities	activity	NOUN
hjic-851	151	32	do	do	AUX
hjic-851	151	33	not	not	PART
hjic-851	151	34	constitute	constitute	VERB
hjic-851	151	35	their	their	PRON
hjic-851	151	36	primary	primary	ADJ
hjic-851	151	37	commercial	commercial	ADJ
hjic-851	151	38	or	or	CCONJ
hjic-851	151	39	professional	professional	ADJ
hjic-851	151	40	activity	activity	NOUN
hjic-851	151	41	.	.	PUNCT
hjic-851	152	1	demand	demand	NOUN
hjic-851	152	2	response	response	NOUN
hjic-851	152	3	:	:	PUNCT
hjic-851	152	4	the	the	DET
hjic-851	152	5	change	change	NOUN
hjic-851	152	6	of	of	ADP
hjic-851	152	7	electricity	electricity	NOUN
hjic-851	152	8	load	load	NOUN
hjic-851	152	9	by	by	ADP
hjic-851	152	10	final	final	ADJ
hjic-851	152	11	customers	customer	NOUN
hjic-851	152	12	from	from	ADP
hjic-851	152	13	their	their	PRON
hjic-851	152	14	normal	normal	ADJ
hjic-851	152	15	or	or	CCONJ
hjic-851	152	16	current	current	ADJ
hjic-851	152	17	consumption	consumption	NOUN
hjic-851	152	18	patterns	pattern	NOUN
hjic-851	152	19	in	in	ADP
hjic-851	152	20	response	response	NOUN
hjic-851	152	21	to	to	ADP
hjic-851	152	22	market	market	NOUN
hjic-851	152	23	signals	signal	NOUN
hjic-851	152	24	,	,	PUNCT
hjic-851	152	25	including	include	VERB
hjic-851	152	26	timevariable	timevariable	ADJ
hjic-851	152	27	electricity	electricity	NOUN
hjic-851	152	28	prices	price	NOUN
hjic-851	152	29	or	or	CCONJ
hjic-851	152	30	incentive	incentive	NOUN
hjic-851	152	31	payments	payment	NOUN
hjic-851	152	32	,	,	PUNCT
hjic-851	152	33	or	or	CCONJ
hjic-851	152	34	in	in	ADP
hjic-851	152	35	response	response	NOUN
hjic-851	152	36	to	to	ADP
hjic-851	152	37	acceptance	acceptance	NOUN
hjic-851	152	38	of	of	ADP
hjic-851	152	39	the	the	DET
hjic-851	152	40	final	final	ADJ
hjic-851	152	41	customer	customer	NOUN
hjic-851	152	42	’s	’s	PART
hjic-851	152	43	bid	bid	NOUN
hjic-851	152	44	.	.	PUNCT
hjic-851	153	1	references	reference	NOUN
hjic-851	153	2	[	[	X
hjic-851	153	3	1	1	NUM
hjic-851	153	4	]	]	PUNCT
hjic-851	153	5	merino	merino	NOUN
hjic-851	153	6	,	,	PUNCT
hjic-851	153	7	j.	j.	PROPN
hjic-851	153	8	;	;	PUNCT
hjic-851	153	9	gómez	gómez	NOUN
hjic-851	153	10	,	,	PUNCT
hjic-851	153	11	i.	i.	PROPN
hjic-851	153	12	;	;	PUNCT
hjic-851	153	13	turienzo	turienzo	PROPN
hjic-851	153	14	,	,	PUNCT
hjic-851	153	15	e.	e.	PROPN
hjic-851	153	16	;	;	PUNCT
hjic-851	153	17	madina	madina	PROPN
hjic-851	153	18	,	,	PUNCT
hjic-851	153	19	c.	c.	PROPN
hjic-851	153	20	:	:	PUNCT
hjic-851	153	21	ancillary	ancillary	ADJ
hjic-851	153	22	service	service	NOUN
hjic-851	153	23	provision	provision	NOUN
hjic-851	153	24	by	by	ADP
hjic-851	153	25	res	re	NOUN
hjic-851	153	26	and	and	CCONJ
hjic-851	153	27	dsm	dsm	NOUN
hjic-851	153	28	connected	connect	VERB
hjic-851	153	29	at	at	ADP
hjic-851	153	30	distribution	distribution	NOUN
hjic-851	153	31	level	level	NOUN
hjic-851	153	32	in	in	ADP
hjic-851	153	33	the	the	DET
hjic-851	153	34	future	future	ADJ
hjic-851	153	35	power	power	NOUN
hjic-851	153	36	system	system	NOUN
hjic-851	153	37	,	,	PUNCT
hjic-851	153	38	tech	tech	NOUN
hjic-851	153	39	.	.	PUNCT
hjic-851	154	1	rep	rep	PROPN
hjic-851	154	2	.	.	PROPN
hjic-851	154	3	,	,	PUNCT
hjic-851	154	4	smartnet	smartnet	PROPN
hjic-851	154	5	project	project	PROPN
hjic-851	154	6	d	d	PROPN
hjic-851	154	7	,	,	PUNCT
hjic-851	154	8	2016	2016	NUM
hjic-851	154	9	,	,	PUNCT
hjic-851	154	10	http://smartnet-project.eu/wp-content/	http://smartnet-project.eu/wp-content/	PROPN
hjic-851	154	11	uploads/2016/12	uploads/2016/12	NOUN
hjic-851	154	12	/	/	SYM
hjic-851	154	13	d1	d1	NOUN
hjic-851	154	14	-	-	PUNCT
hjic-851	154	15	1_20161220_v1.0.pdf	1_20161220_v1.0.pdf	PROPN
hjic-851	155	1	[	[	X
hjic-851	155	2	2	2	NUM
hjic-851	155	3	]	]	X
hjic-851	155	4	european	european	PROPN
hjic-851	155	5	commission	commission	PROPN
hjic-851	155	6	:	:	PUNCT
hjic-851	155	7	proposal	proposal	NOUN
hjic-851	155	8	for	for	ADP
hjic-851	155	9	a	a	DET
hjic-851	155	10	directive	directive	NOUN
hjic-851	155	11	of	of	ADP
hjic-851	155	12	the	the	DET
hjic-851	155	13	european	european	ADJ
hjic-851	155	14	parliament	parliament	NOUN
hjic-851	155	15	and	and	CCONJ
hjic-851	155	16	of	of	ADP
hjic-851	155	17	the	the	DET
hjic-851	155	18	council	council	NOUN
hjic-851	155	19	on	on	ADP
hjic-851	155	20	common	common	ADJ
hjic-851	155	21	rules	rule	NOUN
hjic-851	155	22	for	for	ADP
hjic-851	155	23	the	the	DET
hjic-851	155	24	internal	internal	ADJ
hjic-851	155	25	market	market	NOUN
hjic-851	155	26	in	in	ADP
hjic-851	155	27	electricity	electricity	NOUN
hjic-851	155	28	,	,	PUNCT
hjic-851	155	29	2017	2017	NUM
hjic-851	155	30	[	[	SYM
hjic-851	155	31	3	3	NUM
hjic-851	155	32	]	]	X
hjic-851	155	33	de	de	X
hjic-851	155	34	jong	jong	PROPN
hjic-851	155	35	,	,	PUNCT
hjic-851	155	36	g.	g.	PROPN
hjic-851	155	37	;	;	PUNCT
hjic-851	155	38	franz	franz	PROPN
hjic-851	155	39	,	,	PUNCT
hjic-851	155	40	o.	o.	PROPN
hjic-851	155	41	;	;	PUNCT
hjic-851	155	42	hermans	hermans	PROPN
hjic-851	155	43	,	,	PUNCT
hjic-851	155	44	p.	p.	NOUN
hjic-851	155	45	;	;	PUNCT
hjic-851	155	46	lallemand	lallemand	PROPN
hjic-851	155	47	,	,	PUNCT
hjic-851	155	48	m.	m.	NOUN
hjic-851	155	49	:	:	PUNCT
hjic-851	155	50	tso	tso	PROPN
hjic-851	155	51	-	-	PUNCT
hjic-851	155	52	dso	dso	PROPN
hjic-851	155	53	data	data	PROPN
hjic-851	155	54	management	management	NOUN
hjic-851	155	55	report	report	NOUN
hjic-851	155	56	,	,	PUNCT
hjic-851	155	57	tech	tech	PROPN
hjic-851	155	58	.	.	PUNCT
hjic-851	156	1	rep	rep	PROPN
hjic-851	156	2	.	.	PROPN
hjic-851	156	3	,	,	PUNCT
hjic-851	156	4	cedec	cedec	PROPN
hjic-851	156	5	,	,	PUNCT
hjic-851	156	6	edso	edso	NOUN
hjic-851	156	7	,	,	PUNCT
hjic-851	156	8	entso	entso	NOUN
hjic-851	156	9	-	-	PUNCT
hjic-851	156	10	e	e	NOUN
hjic-851	156	11	,	,	PUNCT
hjic-851	156	12	eurelectric	eurelectric	ADJ
hjic-851	156	13	,	,	PUNCT
hjic-851	156	14	geode	geode	NOUN
hjic-851	156	15	,	,	PUNCT
hjic-851	156	16	2016	2016	NUM
hjic-851	156	17	[	[	X
hjic-851	156	18	4	4	NUM
hjic-851	156	19	]	]	X
hjic-851	156	20	gerard	gerard	PROPN
hjic-851	156	21	,	,	PUNCT
hjic-851	156	22	h.	h.	PROPN
hjic-851	156	23	;	;	PUNCT
hjic-851	156	24	rivero	rivero	PROPN
hjic-851	156	25	,	,	PUNCT
hjic-851	156	26	e.	e.	PROPN
hjic-851	156	27	;	;	PUNCT
hjic-851	156	28	six	six	NUM
hjic-851	156	29	,	,	PUNCT
hjic-851	156	30	d.	d.	NOUN
hjic-851	156	31	:	:	PUNCT
hjic-851	156	32	basic	basic	ADJ
hjic-851	156	33	schemes	scheme	NOUN
hjic-851	156	34	for	for	ADP
hjic-851	156	35	tso	tso	PROPN
hjic-851	156	36	-	-	PUNCT
hjic-851	156	37	dso	dso	PROPN
hjic-851	156	38	coordination	coordination	NOUN
hjic-851	156	39	and	and	CCONJ
hjic-851	156	40	ancillary	ancillary	ADJ
hjic-851	156	41	services	service	NOUN
hjic-851	156	42	provision	provision	NOUN
hjic-851	156	43	,	,	PUNCT
hjic-851	156	44	tech	tech	NOUN
hjic-851	156	45	.	.	PUNCT
hjic-851	156	46	rep	rep	PROPN
hjic-851	156	47	.	.	PROPN
hjic-851	156	48	,	,	PUNCT
hjic-851	156	49	smartnet	smartnet	PROPN
hjic-851	156	50	project	project	PROPN
hjic-851	156	51	d	d	PROPN
hjic-851	156	52	,	,	PUNCT
hjic-851	156	53	2016	2016	NUM
hjic-851	156	54	,	,	PUNCT
hjic-851	156	55	http://smartnet-project.eu/wp-content/	http://smartnet-project.eu/wp-content/	PROPN
hjic-851	156	56	uploads/2016/12	uploads/2016/12	NOUN
hjic-851	156	57	/	/	SYM
hjic-851	156	58	d1.3_20161202_v1.0.pdf	d1.3_20161202_v1.0.pdf	NOUN
hjic-851	156	59	[	[	X
hjic-851	156	60	5	5	NUM
hjic-851	156	61	]	]	PUNCT
hjic-851	156	62	de	de	PROPN
hjic-851	156	63	heer	heer	PROPN
hjic-851	156	64	,	,	PUNCT
hjic-851	156	65	h.	h.	PROPN
hjic-851	156	66	;	;	PUNCT
hjic-851	156	67	van	van	PROPN
hjic-851	156	68	der	der	PROPN
hjic-851	156	69	laan	laan	PROPN
hjic-851	156	70	,	,	PUNCT
hjic-851	156	71	m.	m.	NOUN
hjic-851	156	72	:	:	PUNCT
hjic-851	156	73	recommended	recommend	VERB
hjic-851	156	74	practices	practice	NOUN
hjic-851	156	75	and	and	CCONJ
hjic-851	156	76	key	key	ADJ
hjic-851	156	77	considerations	consideration	NOUN
hjic-851	156	78	for	for	ADP
hjic-851	156	79	a	a	DET
hjic-851	156	80	regulatory	regulatory	ADJ
hjic-851	156	81	framework	framework	NOUN
hjic-851	156	82	and	and	CCONJ
hjic-851	156	83	market	market	NOUN
hjic-851	156	84	design	design	NOUN
hjic-851	156	85	on	on	ADP
hjic-851	156	86	explicit	explicit	ADJ
hjic-851	156	87	demand	demand	NOUN
hjic-851	156	88	response	response	NOUN
hjic-851	156	89	,	,	PUNCT
hjic-851	156	90	tech	tech	NOUN
hjic-851	156	91	.	.	PUNCT
hjic-851	157	1	rep	rep	PROPN
hjic-851	157	2	.	.	PROPN
hjic-851	157	3	,	,	PUNCT
hjic-851	157	4	universal	universal	ADJ
hjic-851	157	5	smart	smart	ADJ
hjic-851	157	6	energy	energy	NOUN
hjic-851	157	7	framework	framework	NOUN
hjic-851	157	8	,	,	PUNCT
hjic-851	157	9	2017	2017	NUM
hjic-851	157	10	[	[	SYM
hjic-851	157	11	6	6	NUM
hjic-851	157	12	]	]	PUNCT
hjic-851	157	13	le	le	X
hjic-851	157	14	baut	baut	PROPN
hjic-851	157	15	,	,	PUNCT
hjic-851	157	16	j.	j.	PROPN
hjic-851	157	17	;	;	PUNCT
hjic-851	157	18	leclerq	leclerq	PROPN
hjic-851	157	19	,	,	PUNCT
hjic-851	157	20	g.	g.	PROPN
hjic-851	157	21	;	;	PUNCT
hjic-851	157	22	viganò	viganò	NOUN
hjic-851	157	23	,	,	PUNCT
hjic-851	157	24	g.	g.	PROPN
hjic-851	157	25	;	;	PUNCT
hjic-851	157	26	degefa	degefa	PROPN
hjic-851	157	27	,	,	PUNCT
hjic-851	157	28	m.z	m.z	PROPN
hjic-851	157	29	.	.	PUNCT
hjic-851	157	30	:	:	PUNCT
hjic-851	157	31	characterization	characterization	NOUN
hjic-851	157	32	of	of	ADP
hjic-851	157	33	flexibility	flexibility	NOUN
hjic-851	157	34	resources	resource	NOUN
hjic-851	157	35	and	and	CCONJ
hjic-851	157	36	distribution	distribution	NOUN
hjic-851	157	37	networks	network	NOUN
hjic-851	157	38	,	,	PUNCT
hjic-851	157	39	tech	tech	NOUN
hjic-851	157	40	.	.	PUNCT
hjic-851	158	1	rep	rep	PROPN
hjic-851	158	2	.	.	PROPN
hjic-851	158	3	,	,	PUNCT
hjic-851	158	4	smartnet	smartnet	PROPN
hjic-851	158	5	project	project	PROPN
hjic-851	158	6	d	d	PROPN
hjic-851	158	7	,	,	PUNCT
hjic-851	158	8	2017	2017	NUM
hjic-851	158	9	,	,	PUNCT
hjic-851	158	10	http://smartnet-project.eu/wp-content/	http://smartnet-project.eu/wp-content/	PROPN
hjic-851	158	11	uploads/2017/05	uploads/2017/05	X
hjic-851	158	12	/	/	SYM
hjic-851	158	13	d1.2_20170522_v1.1.pdf	d1.2_20170522_v1.1.pdf	PROPN
hjic-851	158	14	[	[	PUNCT
hjic-851	158	15	7	7	NUM
hjic-851	158	16	]	]	SYM
hjic-851	158	17	verhaegen	verhaegen	NOUN
hjic-851	158	18	,	,	PUNCT
hjic-851	158	19	r.	r.	PROPN
hjic-851	158	20	;	;	PUNCT
hjic-851	158	21	dierckxsens	dierckxsens	PROPN
hjic-851	158	22	,	,	PUNCT
hjic-851	158	23	c.	c.	PROPN
hjic-851	158	24	:	:	PUNCT
hjic-851	158	25	existing	exist	VERB
hjic-851	158	26	business	business	NOUN
hjic-851	158	27	models	model	NOUN
hjic-851	158	28	for	for	ADP
hjic-851	158	29	renewable	renewable	ADJ
hjic-851	158	30	energy	energy	NOUN
hjic-851	158	31	aggregators	aggregator	NOUN
hjic-851	158	32	,	,	PUNCT
hjic-851	158	33	2016	2016	NUM
hjic-851	158	34	,	,	PUNCT
hjic-851	158	35	2689723	2689723	NUM
hjic-851	158	36	http	http	NOUN
hjic-851	158	37	:	:	PUNCT
hjic-851	158	38	//bestres.eu	//bestres.eu	SYM
hjic-851	158	39	/	/	SYM
hjic-851	158	40	wp	wp	NOUN
hjic-851	158	41	-	-	PUNCT
hjic-851	158	42	content	content	NOUN
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