id	sid	tid	token	lemma	pos
8049g447f8v	1	1	the	the	DET
8049g447f8v	1	2	objective	objective	NOUN
8049g447f8v	1	3	of	of	ADP
8049g447f8v	1	4	this	this	DET
8049g447f8v	1	5	dissertation	dissertation	NOUN
8049g447f8v	1	6	is	be	AUX
8049g447f8v	1	7	to	to	PART
8049g447f8v	1	8	make	make	VERB
8049g447f8v	1	9	microgrids	microgrid	NOUN
8049g447f8v	1	10	,	,	PUNCT
8049g447f8v	1	11	especially	especially	ADV
8049g447f8v	1	12	utility	utility	NOUN
8049g447f8v	1	13	-	-	PUNCT
8049g447f8v	1	14	scale	scale	NOUN
8049g447f8v	1	15	ones	one	NOUN
8049g447f8v	1	16	,	,	PUNCT
8049g447f8v	1	17	play	play	VERB
8049g447f8v	1	18	a	a	DET
8049g447f8v	1	19	more	more	ADV
8049g447f8v	1	20	important	important	ADJ
8049g447f8v	1	21	role	role	NOUN
8049g447f8v	1	22	in	in	ADP
8049g447f8v	1	23	power	power	NOUN
8049g447f8v	1	24	system	system	NOUN
8049g447f8v	1	25	operations	operation	NOUN
8049g447f8v	1	26	.	.	PUNCT
8049g447f8v	2	1	equipped	equip	VERB
8049g447f8v	2	2	with	with	ADP
8049g447f8v	2	3	power	power	NOUN
8049g447f8v	2	4	electronic	electronic	ADJ
8049g447f8v	2	5	interfaces	interface	NOUN
8049g447f8v	2	6	to	to	ADP
8049g447f8v	2	7	power	power	NOUN
8049g447f8v	2	8	systems	system	NOUN
8049g447f8v	2	9	,	,	PUNCT
8049g447f8v	2	10	microgrids	microgrid	NOUN
8049g447f8v	2	11	were	be	AUX
8049g447f8v	2	12	initially	initially	ADV
8049g447f8v	2	13	used	use	VERB
8049g447f8v	2	14	to	to	PART
8049g447f8v	2	15	improve	improve	VERB
8049g447f8v	2	16	power	power	NOUN
8049g447f8v	2	17	quality	quality	NOUN
8049g447f8v	2	18	by	by	ADP
8049g447f8v	2	19	providing	provide	VERB
8049g447f8v	2	20	power	power	NOUN
8049g447f8v	2	21	services	service	NOUN
8049g447f8v	2	22	locally	locally	ADV
8049g447f8v	2	23	.	.	PUNCT
8049g447f8v	3	1	as	as	ADP
8049g447f8v	3	2	a	a	DET
8049g447f8v	3	3	new	new	ADJ
8049g447f8v	3	4	kind	kind	NOUN
8049g447f8v	3	5	of	of	ADP
8049g447f8v	3	6	energy	energy	NOUN
8049g447f8v	3	7	resource	resource	NOUN
8049g447f8v	3	8	in	in	ADP
8049g447f8v	3	9	future	future	ADJ
8049g447f8v	3	10	electric	electric	ADJ
8049g447f8v	3	11	power	power	NOUN
8049g447f8v	3	12	grids	grid	NOUN
8049g447f8v	3	13	,	,	PUNCT
8049g447f8v	3	14	microgrids	microgrid	NOUN
8049g447f8v	3	15	are	be	AUX
8049g447f8v	3	16	expected	expect	VERB
8049g447f8v	3	17	to	to	PART
8049g447f8v	3	18	contribute	contribute	VERB
8049g447f8v	3	19	more	more	ADJ
8049g447f8v	3	20	to	to	ADP
8049g447f8v	3	21	power	power	NOUN
8049g447f8v	3	22	system	system	NOUN
8049g447f8v	3	23	operations	operation	NOUN
8049g447f8v	3	24	.	.	PUNCT
8049g447f8v	4	1	both	both	CCONJ
8049g447f8v	4	2	technical	technical	ADJ
8049g447f8v	4	3	and	and	CCONJ
8049g447f8v	4	4	operational	operational	ADJ
8049g447f8v	4	5	challenges	challenge	NOUN
8049g447f8v	4	6	should	should	AUX
8049g447f8v	4	7	be	be	AUX
8049g447f8v	4	8	conquered	conquer	VERB
8049g447f8v	4	9	to	to	PART
8049g447f8v	4	10	realize	realize	VERB
8049g447f8v	4	11	this	this	DET
8049g447f8v	4	12	vision	vision	NOUN
8049g447f8v	4	13	.	.	PUNCT
8049g447f8v	5	1	the	the	DET
8049g447f8v	5	2	technical	technical	ADJ
8049g447f8v	5	3	challenge	challenge	NOUN
8049g447f8v	5	4	concerns	concern	VERB
8049g447f8v	5	5	power	power	NOUN
8049g447f8v	5	6	quality	quality	NOUN
8049g447f8v	5	7	in	in	ADP
8049g447f8v	5	8	the	the	DET
8049g447f8v	5	9	form	form	NOUN
8049g447f8v	5	10	of	of	ADP
8049g447f8v	5	11	voltage	voltage	NOUN
8049g447f8v	5	12	magnitude	magnitude	NOUN
8049g447f8v	5	13	and	and	CCONJ
8049g447f8v	5	14	frequency	frequency	NOUN
8049g447f8v	5	15	synchronization	synchronization	NOUN
8049g447f8v	5	16	.	.	PUNCT
8049g447f8v	6	1	the	the	DET
8049g447f8v	6	2	operational	operational	ADJ
8049g447f8v	6	3	challenge	challenge	NOUN
8049g447f8v	6	4	involves	involve	VERB
8049g447f8v	6	5	the	the	DET
8049g447f8v	6	6	impact	impact	NOUN
8049g447f8v	6	7	of	of	ADP
8049g447f8v	6	8	utility	utility	NOUN
8049g447f8v	6	9	-	-	PUNCT
8049g447f8v	6	10	scale	scale	NOUN
8049g447f8v	6	11	microgrids	microgrid	NOUN
8049g447f8v	6	12	on	on	ADP
8049g447f8v	6	13	deregulated	deregulated	ADJ
8049g447f8v	6	14	power	power	NOUN
8049g447f8v	6	15	market	market	NOUN
8049g447f8v	6	16	operations.before	operations.before	NOUN
8049g447f8v	6	17	widely	widely	ADV
8049g447f8v	6	18	using	use	VERB
8049g447f8v	6	19	microgrids	microgrid	NOUN
8049g447f8v	6	20	in	in	ADP
8049g447f8v	6	21	a	a	DET
8049g447f8v	6	22	power	power	NOUN
8049g447f8v	6	23	system	system	NOUN
8049g447f8v	6	24	,	,	PUNCT
8049g447f8v	6	25	stability	stability	NOUN
8049g447f8v	6	26	analysis	analysis	NOUN
8049g447f8v	6	27	is	be	AUX
8049g447f8v	6	28	necessary	necessary	ADJ
8049g447f8v	6	29	to	to	PART
8049g447f8v	6	30	ensure	ensure	VERB
8049g447f8v	6	31	high	high	ADJ
8049g447f8v	6	32	power	power	NOUN
8049g447f8v	6	33	quality	quality	NOUN
8049g447f8v	6	34	at	at	ADP
8049g447f8v	6	35	each	each	DET
8049g447f8v	6	36	microgrid	microgrid	NOUN
8049g447f8v	6	37	's	's	PART
8049g447f8v	6	38	connection	connection	NOUN
8049g447f8v	6	39	point	point	NOUN
8049g447f8v	6	40	.	.	PUNCT
8049g447f8v	7	1	it	it	PRON
8049g447f8v	7	2	is	be	AUX
8049g447f8v	7	3	assumed	assume	VERB
8049g447f8v	7	4	that	that	SCONJ
8049g447f8v	7	5	droop	droop	NOUN
8049g447f8v	7	6	control	control	NOUN
8049g447f8v	7	7	mechanisms	mechanism	NOUN
8049g447f8v	7	8	are	be	AUX
8049g447f8v	7	9	used	use	VERB
8049g447f8v	7	10	as	as	ADP
8049g447f8v	7	11	the	the	DET
8049g447f8v	7	12	primary	primary	ADJ
8049g447f8v	7	13	controllers	controller	NOUN
8049g447f8v	7	14	at	at	ADP
8049g447f8v	7	15	each	each	DET
8049g447f8v	7	16	microgrid	microgrid	NOUN
8049g447f8v	7	17	's	's	PART
8049g447f8v	7	18	point	point	NOUN
8049g447f8v	7	19	of	of	ADP
8049g447f8v	7	20	connection	connection	NOUN
8049g447f8v	7	21	.	.	PUNCT
8049g447f8v	8	1	conditions	condition	NOUN
8049g447f8v	8	2	for	for	ADP
8049g447f8v	8	3	voltage	voltage	NOUN
8049g447f8v	8	4	stability	stability	NOUN
8049g447f8v	8	5	and	and	CCONJ
8049g447f8v	8	6	frequency	frequency	NOUN
8049g447f8v	8	7	synchronization	synchronization	NOUN
8049g447f8v	8	8	are	be	AUX
8049g447f8v	8	9	derived	derive	VERB
8049g447f8v	8	10	for	for	ADP
8049g447f8v	8	11	a	a	DET
8049g447f8v	8	12	power	power	NOUN
8049g447f8v	8	13	distribution	distribution	NOUN
8049g447f8v	8	14	network	network	NOUN
8049g447f8v	8	15	with	with	ADP
8049g447f8v	8	16	microgrids	microgrid	NOUN
8049g447f8v	8	17	.	.	PUNCT
8049g447f8v	9	1	in	in	ADP
8049g447f8v	9	2	voltage	voltage	NOUN
8049g447f8v	9	3	stability	stability	NOUN
8049g447f8v	9	4	analysis	analysis	NOUN
8049g447f8v	9	5	,	,	PUNCT
8049g447f8v	9	6	uncontrollable	uncontrollable	ADJ
8049g447f8v	9	7	voltage	voltage	NOUN
8049g447f8v	9	8	drops	drop	VERB
8049g447f8v	9	9	,	,	PUNCT
8049g447f8v	9	10	i.e.	i.e.	X
8049g447f8v	9	11	voltage	voltage	NOUN
8049g447f8v	9	12	collapses	collapse	NOUN
8049g447f8v	9	13	,	,	PUNCT
8049g447f8v	9	14	are	be	AUX
8049g447f8v	9	15	identified	identify	VERB
8049g447f8v	9	16	using	use	VERB
8049g447f8v	9	17	purely	purely	ADV
8049g447f8v	9	18	algebraic	algebraic	ADJ
8049g447f8v	9	19	power	power	NOUN
8049g447f8v	9	20	flow	flow	NOUN
8049g447f8v	9	21	equations	equation	NOUN
8049g447f8v	9	22	.	.	PUNCT
8049g447f8v	10	1	using	use	VERB
8049g447f8v	10	2	only	only	ADJ
8049g447f8v	10	3	local	local	ADJ
8049g447f8v	10	4	information	information	NOUN
8049g447f8v	10	5	,	,	PUNCT
8049g447f8v	10	6	static	static	ADJ
8049g447f8v	10	7	voltage	voltage	NOUN
8049g447f8v	10	8	stability	stability	NOUN
8049g447f8v	10	9	is	be	AUX
8049g447f8v	10	10	monitored	monitor	VERB
8049g447f8v	10	11	by	by	ADP
8049g447f8v	10	12	an	an	DET
8049g447f8v	10	13	index	index	NOUN
8049g447f8v	10	14	showing	show	VERB
8049g447f8v	10	15	how	how	SCONJ
8049g447f8v	10	16	close	close	ADJ
8049g447f8v	10	17	the	the	DET
8049g447f8v	10	18	power	power	NOUN
8049g447f8v	10	19	system	system	NOUN
8049g447f8v	10	20	is	be	AUX
8049g447f8v	10	21	to	to	ADP
8049g447f8v	10	22	voltage	voltage	NOUN
8049g447f8v	10	23	collapse	collapse	NOUN
8049g447f8v	10	24	.	.	PUNCT
8049g447f8v	11	1	in	in	ADP
8049g447f8v	11	2	a	a	DET
8049g447f8v	11	3	power	power	NOUN
8049g447f8v	11	4	system	system	NOUN
8049g447f8v	11	5	that	that	PRON
8049g447f8v	11	6	is	be	AUX
8049g447f8v	11	7	far	far	ADV
8049g447f8v	11	8	from	from	ADP
8049g447f8v	11	9	voltage	voltage	NOUN
8049g447f8v	11	10	collapse	collapse	NOUN
8049g447f8v	11	11	,	,	PUNCT
8049g447f8v	11	12	frequency	frequency	ADJ
8049g447f8v	11	13	stability	stability	NOUN
8049g447f8v	11	14	analysis	analysis	NOUN
8049g447f8v	11	15	examines	examine	VERB
8049g447f8v	11	16	whether	whether	SCONJ
8049g447f8v	11	17	generators	generator	NOUN
8049g447f8v	11	18	in	in	ADP
8049g447f8v	11	19	the	the	DET
8049g447f8v	11	20	power	power	NOUN
8049g447f8v	11	21	system	system	NOUN
8049g447f8v	11	22	synchronize	synchronize	VERB
8049g447f8v	11	23	.	.	PUNCT
8049g447f8v	12	1	the	the	DET
8049g447f8v	12	2	frequency	frequency	NOUN
8049g447f8v	12	3	synchronization	synchronization	NOUN
8049g447f8v	12	4	conditions	condition	NOUN
8049g447f8v	12	5	are	be	AUX
8049g447f8v	12	6	in	in	ADP
8049g447f8v	12	7	the	the	DET
8049g447f8v	12	8	form	form	NOUN
8049g447f8v	12	9	of	of	ADP
8049g447f8v	12	10	constraints	constraint	NOUN
8049g447f8v	12	11	on	on	ADP
8049g447f8v	12	12	controller	controller	NOUN
8049g447f8v	12	13	gains	gain	NOUN
8049g447f8v	12	14	,	,	PUNCT
8049g447f8v	12	15	network	network	NOUN
8049g447f8v	12	16	parameters	parameter	NOUN
8049g447f8v	12	17	,	,	PUNCT
8049g447f8v	12	18	and	and	CCONJ
8049g447f8v	12	19	local	local	ADJ
8049g447f8v	12	20	loads	load	NOUN
8049g447f8v	12	21	.	.	PUNCT
8049g447f8v	13	1	in	in	ADP
8049g447f8v	13	2	the	the	DET
8049g447f8v	13	3	planning	planning	NOUN
8049g447f8v	13	4	stage	stage	NOUN
8049g447f8v	13	5	of	of	ADP
8049g447f8v	13	6	connecting	connect	VERB
8049g447f8v	13	7	microgrids	microgrid	NOUN
8049g447f8v	13	8	to	to	ADP
8049g447f8v	13	9	a	a	DET
8049g447f8v	13	10	power	power	NOUN
8049g447f8v	13	11	system	system	NOUN
8049g447f8v	13	12	,	,	PUNCT
8049g447f8v	13	13	these	these	DET
8049g447f8v	13	14	conditions	condition	NOUN
8049g447f8v	13	15	provide	provide	VERB
8049g447f8v	13	16	a	a	DET
8049g447f8v	13	17	frequency	frequency	NOUN
8049g447f8v	13	18	stability	stability	NOUN
8049g447f8v	13	19	guarantee.in	guarantee.in	ADP
8049g447f8v	13	20	addition	addition	NOUN
8049g447f8v	13	21	to	to	ADP
8049g447f8v	13	22	presenting	present	VERB
8049g447f8v	13	23	a	a	DET
8049g447f8v	13	24	stability	stability	NOUN
8049g447f8v	13	25	analysis	analysis	NOUN
8049g447f8v	13	26	based	base	VERB
8049g447f8v	13	27	on	on	ADP
8049g447f8v	13	28	primary	primary	ADJ
8049g447f8v	13	29	droop	droop	NOUN
8049g447f8v	13	30	control	control	NOUN
8049g447f8v	13	31	,	,	PUNCT
8049g447f8v	13	32	this	this	DET
8049g447f8v	13	33	dissertation	dissertation	NOUN
8049g447f8v	13	34	designs	design	VERB
8049g447f8v	13	35	secondary	secondary	ADJ
8049g447f8v	13	36	controllers	controller	NOUN
8049g447f8v	13	37	to	to	PART
8049g447f8v	13	38	improve	improve	VERB
8049g447f8v	13	39	voltage	voltage	NOUN
8049g447f8v	13	40	and	and	CCONJ
8049g447f8v	13	41	transient	transient	ADJ
8049g447f8v	13	42	stability	stability	NOUN
8049g447f8v	13	43	at	at	ADP
8049g447f8v	13	44	each	each	DET
8049g447f8v	13	45	microgrid	microgrid	PROPN
8049g447f8v	13	46	's	's	PART
8049g447f8v	13	47	connection	connection	NOUN
8049g447f8v	13	48	point	point	NOUN
8049g447f8v	13	49	.	.	PUNCT
8049g447f8v	14	1	microgrids	microgrids	PROPN
8049g447f8v	14	2	,	,	PUNCT
8049g447f8v	14	3	therefore	therefore	ADV
8049g447f8v	14	4	,	,	PUNCT
8049g447f8v	14	5	become	become	VERB
8049g447f8v	14	6	valuable	valuable	ADJ
8049g447f8v	14	7	resources	resource	NOUN
8049g447f8v	14	8	that	that	PRON
8049g447f8v	14	9	can	can	AUX
8049g447f8v	14	10	be	be	AUX
8049g447f8v	14	11	integrated	integrate	VERB
8049g447f8v	14	12	into	into	ADP
8049g447f8v	14	13	a	a	DET
8049g447f8v	14	14	power	power	NOUN
8049g447f8v	14	15	system	system	NOUN
8049g447f8v	14	16	with	with	ADP
8049g447f8v	14	17	minor	minor	ADJ
8049g447f8v	14	18	modifications	modification	NOUN
8049g447f8v	14	19	to	to	ADP
8049g447f8v	14	20	existing	exist	VERB
8049g447f8v	14	21	control	control	NOUN
8049g447f8v	14	22	algorithms	algorithm	NOUN
8049g447f8v	14	23	.	.	PUNCT
8049g447f8v	15	1	these	these	DET
8049g447f8v	15	2	distributed	distribute	VERB
8049g447f8v	15	3	secondary	secondary	ADJ
8049g447f8v	15	4	controllers	controller	NOUN
8049g447f8v	15	5	improve	improve	VERB
8049g447f8v	15	6	voltage	voltage	NOUN
8049g447f8v	15	7	stability	stability	NOUN
8049g447f8v	15	8	and	and	CCONJ
8049g447f8v	15	9	transient	transient	ADJ
8049g447f8v	15	10	stability	stability	NOUN
8049g447f8v	15	11	at	at	ADP
8049g447f8v	15	12	the	the	DET
8049g447f8v	15	13	connection	connection	NOUN
8049g447f8v	15	14	point	point	NOUN
8049g447f8v	15	15	of	of	ADP
8049g447f8v	15	16	each	each	DET
8049g447f8v	15	17	individual	individual	ADJ
8049g447f8v	15	18	microgrid	microgrid	PROPN
8049g447f8v	15	19	.	.	PUNCT
8049g447f8v	16	1	furthermore	furthermore	ADV
8049g447f8v	16	2	,	,	PUNCT
8049g447f8v	16	3	the	the	DET
8049g447f8v	16	4	proposed	propose	VERB
8049g447f8v	16	5	secondary	secondary	ADJ
8049g447f8v	16	6	controllers	controller	NOUN
8049g447f8v	16	7	for	for	ADP
8049g447f8v	16	8	microgrids	microgrid	NOUN
8049g447f8v	16	9	do	do	AUX
8049g447f8v	16	10	not	not	PART
8049g447f8v	16	11	deteriorate	deteriorate	VERB
8049g447f8v	16	12	frequency	frequency	NOUN
8049g447f8v	16	13	synchronization	synchronization	NOUN
8049g447f8v	16	14	of	of	ADP
8049g447f8v	16	15	the	the	DET
8049g447f8v	16	16	overall	overall	ADJ
8049g447f8v	16	17	power	power	NOUN
8049g447f8v	16	18	network	network	NOUN
8049g447f8v	16	19	.	.	PUNCT
8049g447f8v	17	1	the	the	DET
8049g447f8v	17	2	proposed	propose	VERB
8049g447f8v	17	3	secondary	secondary	ADJ
8049g447f8v	17	4	controllers	controller	NOUN
8049g447f8v	17	5	therefore	therefore	ADV
8049g447f8v	17	6	enable	enable	VERB
8049g447f8v	17	7	microgrids	microgrid	NOUN
8049g447f8v	17	8	to	to	PART
8049g447f8v	17	9	serve	serve	VERB
8049g447f8v	17	10	as	as	ADP
8049g447f8v	17	11	a	a	DET
8049g447f8v	17	12	valuable	valuable	ADJ
8049g447f8v	17	13	resource	resource	NOUN
8049g447f8v	17	14	enhancing	enhance	VERB
8049g447f8v	17	15	power	power	NOUN
8049g447f8v	17	16	security.to	security.to	X
8049g447f8v	17	17	meet	meet	VERB
8049g447f8v	17	18	the	the	DET
8049g447f8v	17	19	operational	operational	ADJ
8049g447f8v	17	20	challenge	challenge	NOUN
8049g447f8v	17	21	,	,	PUNCT
8049g447f8v	17	22	this	this	DET
8049g447f8v	17	23	dissertation	dissertation	NOUN
8049g447f8v	17	24	analyzes	analyze	VERB
8049g447f8v	17	25	the	the	DET
8049g447f8v	17	26	impact	impact	NOUN
8049g447f8v	17	27	of	of	ADP
8049g447f8v	17	28	utility	utility	NOUN
8049g447f8v	17	29	-	-	PUNCT
8049g447f8v	17	30	scale	scale	NOUN
8049g447f8v	17	31	microgrids	microgrid	NOUN
8049g447f8v	17	32	on	on	ADP
8049g447f8v	17	33	power	power	NOUN
8049g447f8v	17	34	markets	market	NOUN
8049g447f8v	17	35	and	and	CCONJ
8049g447f8v	17	36	proposes	propose	VERB
8049g447f8v	17	37	a	a	DET
8049g447f8v	17	38	management	management	NOUN
8049g447f8v	17	39	method	method	NOUN
8049g447f8v	17	40	that	that	PRON
8049g447f8v	17	41	performs	perform	VERB
8049g447f8v	17	42	better	well	ADV
8049g447f8v	17	43	than	than	ADP
8049g447f8v	17	44	the	the	DET
8049g447f8v	17	45	traditional	traditional	ADJ
8049g447f8v	17	46	approach	approach	NOUN
8049g447f8v	17	47	.	.	PUNCT
8049g447f8v	18	1	as	as	ADV
8049g447f8v	18	2	newly	newly	ADV
8049g447f8v	18	3	introduced	introduce	VERB
8049g447f8v	18	4	energy	energy	NOUN
8049g447f8v	18	5	resources	resource	NOUN
8049g447f8v	18	6	,	,	PUNCT
8049g447f8v	18	7	microgrids	microgrid	NOUN
8049g447f8v	18	8	and	and	CCONJ
8049g447f8v	18	9	renewable	renewable	ADJ
8049g447f8v	18	10	energy	energy	NOUN
8049g447f8v	18	11	resources	resource	NOUN
8049g447f8v	18	12	have	have	VERB
8049g447f8v	18	13	a	a	DET
8049g447f8v	18	14	great	great	ADJ
8049g447f8v	18	15	impact	impact	NOUN
8049g447f8v	18	16	on	on	ADP
8049g447f8v	18	17	deregulated	deregulated	ADJ
8049g447f8v	18	18	power	power	NOUN
8049g447f8v	18	19	market	market	NOUN
8049g447f8v	18	20	operations	operation	NOUN
8049g447f8v	18	21	.	.	PUNCT
8049g447f8v	19	1	this	this	DET
8049g447f8v	19	2	impact	impact	NOUN
8049g447f8v	19	3	is	be	AUX
8049g447f8v	19	4	reflected	reflect	VERB
8049g447f8v	19	5	in	in	ADP
8049g447f8v	19	6	power	power	NOUN
8049g447f8v	19	7	market	market	NOUN
8049g447f8v	19	8	performance	performance	NOUN
8049g447f8v	19	9	that	that	PRON
8049g447f8v	19	10	is	be	AUX
8049g447f8v	19	11	measured	measure	VERB
8049g447f8v	19	12	in	in	ADP
8049g447f8v	19	13	three	three	NUM
8049g447f8v	19	14	aspects	aspect	NOUN
8049g447f8v	19	15	,	,	PUNCT
8049g447f8v	19	16	including	include	VERB
8049g447f8v	19	17	i	i	PRON
8049g447f8v	19	18	)	)	PUNCT
8049g447f8v	19	19	average	average	ADJ
8049g447f8v	19	20	prices	price	NOUN
8049g447f8v	19	21	for	for	ADP
8049g447f8v	19	22	power	power	NOUN
8049g447f8v	19	23	buyers	buyer	NOUN
8049g447f8v	19	24	,	,	PUNCT
8049g447f8v	19	25	ii	ii	PROPN
8049g447f8v	19	26	)	)	PUNCT
8049g447f8v	19	27	power	power	NOUN
8049g447f8v	19	28	output	output	NOUN
8049g447f8v	19	29	from	from	ADP
8049g447f8v	19	30	these	these	DET
8049g447f8v	19	31	new	new	ADJ
8049g447f8v	19	32	energy	energy	NOUN
8049g447f8v	19	33	resources	resource	NOUN
8049g447f8v	19	34	,	,	PUNCT
8049g447f8v	19	35	and	and	CCONJ
8049g447f8v	19	36	iii	iii	X
8049g447f8v	19	37	)	)	PUNCT
8049g447f8v	19	38	market	market	NOUN
8049g447f8v	19	39	total	total	ADJ
8049g447f8v	19	40	surpluses	surplus	NOUN
8049g447f8v	19	41	.	.	PUNCT
8049g447f8v	20	1	using	use	VERB
8049g447f8v	20	2	the	the	DET
8049g447f8v	20	3	traditional	traditional	ADJ
8049g447f8v	20	4	approach	approach	NOUN
8049g447f8v	20	5	to	to	PART
8049g447f8v	20	6	ensure	ensure	VERB
8049g447f8v	20	7	a	a	DET
8049g447f8v	20	8	valid	valid	ADJ
8049g447f8v	20	9	market	market	NOUN
8049g447f8v	20	10	clearing	clearing	NOUN
8049g447f8v	20	11	point	point	NOUN
8049g447f8v	20	12	,	,	PUNCT
8049g447f8v	20	13	market	market	NOUN
8049g447f8v	20	14	operators	operator	NOUN
8049g447f8v	20	15	manage	manage	VERB
8049g447f8v	20	16	this	this	DET
8049g447f8v	20	17	impact	impact	NOUN
8049g447f8v	20	18	by	by	ADP
8049g447f8v	20	19	restricting	restrict	VERB
8049g447f8v	20	20	power	power	NOUN
8049g447f8v	20	21	supply	supply	NOUN
8049g447f8v	20	22	offers	offer	VERB
8049g447f8v	20	23	from	from	ADP
8049g447f8v	20	24	microgrids	microgrids	ADJ
8049g447f8v	20	25	and	and	CCONJ
8049g447f8v	20	26	renewable	renewable	ADJ
8049g447f8v	20	27	energy	energy	NOUN
8049g447f8v	20	28	resources	resource	NOUN
8049g447f8v	20	29	.	.	PUNCT
8049g447f8v	21	1	because	because	SCONJ
8049g447f8v	21	2	available	available	ADJ
8049g447f8v	21	3	low	low	ADJ
8049g447f8v	21	4	-	-	PUNCT
8049g447f8v	21	5	price	price	NOUN
8049g447f8v	21	6	power	power	NOUN
8049g447f8v	21	7	supply	supply	NOUN
8049g447f8v	21	8	offers	offer	NOUN
8049g447f8v	21	9	are	be	AUX
8049g447f8v	21	10	discarded	discard	VERB
8049g447f8v	21	11	by	by	ADP
8049g447f8v	21	12	market	market	NOUN
8049g447f8v	21	13	operators	operator	NOUN
8049g447f8v	21	14	,	,	PUNCT
8049g447f8v	21	15	the	the	DET
8049g447f8v	21	16	traditional	traditional	ADJ
8049g447f8v	21	17	approach	approach	NOUN
8049g447f8v	21	18	leads	lead	VERB
8049g447f8v	21	19	to	to	ADP
8049g447f8v	21	20	poor	poor	ADJ
8049g447f8v	21	21	power	power	NOUN
8049g447f8v	21	22	market	market	NOUN
8049g447f8v	21	23	performance	performance	NOUN
8049g447f8v	21	24	.	.	PUNCT
8049g447f8v	22	1	to	to	PART
8049g447f8v	22	2	achieve	achieve	VERB
8049g447f8v	22	3	better	well	ADJ
8049g447f8v	22	4	performance	performance	NOUN
8049g447f8v	22	5	,	,	PUNCT
8049g447f8v	22	6	a	a	DET
8049g447f8v	22	7	new	new	ADJ
8049g447f8v	22	8	method	method	NOUN
8049g447f8v	22	9	is	be	AUX
8049g447f8v	22	10	proposed	propose	VERB
8049g447f8v	22	11	to	to	PART
8049g447f8v	22	12	manage	manage	VERB
8049g447f8v	22	13	the	the	DET
8049g447f8v	22	14	impact	impact	NOUN
8049g447f8v	22	15	of	of	ADP
8049g447f8v	22	16	microgrids	microgrids	ADJ
8049g447f8v	22	17	and	and	CCONJ
8049g447f8v	22	18	renewable	renewable	ADJ
8049g447f8v	22	19	energy	energy	NOUN
8049g447f8v	22	20	resources	resource	NOUN
8049g447f8v	22	21	.	.	PUNCT
8049g447f8v	23	1	the	the	DET
8049g447f8v	23	2	proposed	propose	VERB
8049g447f8v	23	3	method	method	NOUN
8049g447f8v	23	4	generates	generate	VERB
8049g447f8v	23	5	lower	low	ADJ
8049g447f8v	23	6	average	average	ADJ
8049g447f8v	23	7	electricity	electricity	NOUN
8049g447f8v	23	8	prices	price	NOUN
8049g447f8v	23	9	,	,	PUNCT
8049g447f8v	23	10	greater	great	ADJ
8049g447f8v	23	11	power	power	NOUN
8049g447f8v	23	12	output	output	NOUN
8049g447f8v	23	13	from	from	ADP
8049g447f8v	23	14	new	new	ADJ
8049g447f8v	23	15	energy	energy	NOUN
8049g447f8v	23	16	resources	resource	NOUN
8049g447f8v	23	17	and	and	CCONJ
8049g447f8v	23	18	larger	large	ADJ
8049g447f8v	23	19	total	total	ADJ
8049g447f8v	23	20	surpluses	surplus	NOUN
8049g447f8v	23	21	in	in	ADP
8049g447f8v	23	22	power	power	NOUN
8049g447f8v	23	23	market	market	NOUN
8049g447f8v	23	24	operations	operation	NOUN
8049g447f8v	23	25	.	.	PUNCT
8049g447f8v	24	1	in	in	ADP
8049g447f8v	24	2	addition	addition	NOUN
8049g447f8v	24	3	,	,	PUNCT
8049g447f8v	24	4	implementing	implement	VERB
8049g447f8v	24	5	this	this	DET
8049g447f8v	24	6	proposed	propose	VERB
8049g447f8v	24	7	method	method	NOUN
8049g447f8v	24	8	requires	require	VERB
8049g447f8v	24	9	little	little	ADJ
8049g447f8v	24	10	change	change	NOUN
8049g447f8v	24	11	to	to	ADP
8049g447f8v	24	12	the	the	DET
8049g447f8v	24	13	existing	exist	VERB
8049g447f8v	24	14	information	information	NOUN
8049g447f8v	24	15	exchange	exchange	NOUN
8049g447f8v	24	16	between	between	ADP
8049g447f8v	24	17	traders	trader	NOUN
8049g447f8v	24	18	and	and	CCONJ
8049g447f8v	24	19	market	market	NOUN
8049g447f8v	24	20	operators	operator	NOUN
8049g447f8v	24	21	.	.	PUNCT
8049g447f8v	25	1	as	as	ADP
8049g447f8v	25	2	a	a	DET
8049g447f8v	25	3	result	result	NOUN
8049g447f8v	25	4	,	,	PUNCT
8049g447f8v	25	5	our	our	PRON
8049g447f8v	25	6	proposed	propose	VERB
8049g447f8v	25	7	method	method	NOUN
8049g447f8v	25	8	effectively	effectively	ADV
8049g447f8v	25	9	manages	manage	VERB
8049g447f8v	25	10	utility	utility	NOUN
8049g447f8v	25	11	-	-	PUNCT
8049g447f8v	25	12	scale	scale	NOUN
8049g447f8v	25	13	microgrids	microgrid	NOUN
8049g447f8v	25	14	so	so	SCONJ
8049g447f8v	25	15	they	they	PRON
8049g447f8v	25	16	can	can	AUX
8049g447f8v	25	17	serve	serve	VERB
8049g447f8v	25	18	a	a	DET
8049g447f8v	25	19	greater	great	ADJ
8049g447f8v	25	20	role	role	NOUN
8049g447f8v	25	21	in	in	ADP
8049g447f8v	25	22	meeting	meet	VERB
8049g447f8v	25	23	future	future	ADJ
8049g447f8v	25	24	electrical	electrical	ADJ
8049g447f8v	25	25	energy	energy	NOUN
8049g447f8v	25	26	demand.in	demand.in	NUM
8049g447f8v	25	27	summary	summary	NOUN
8049g447f8v	25	28	,	,	PUNCT
8049g447f8v	25	29	the	the	DET
8049g447f8v	25	30	main	main	ADJ
8049g447f8v	25	31	contributions	contribution	NOUN
8049g447f8v	25	32	of	of	ADP
8049g447f8v	25	33	this	this	DET
8049g447f8v	25	34	dissertation	dissertation	NOUN
8049g447f8v	25	35	are	be	AUX
8049g447f8v	25	36	solutions	solution	NOUN
8049g447f8v	25	37	to	to	ADP
8049g447f8v	25	38	technical	technical	ADJ
8049g447f8v	25	39	and	and	CCONJ
8049g447f8v	25	40	operational	operational	ADJ
8049g447f8v	25	41	problems	problem	NOUN
8049g447f8v	25	42	to	to	PART
8049g447f8v	25	43	facilitate	facilitate	VERB
8049g447f8v	25	44	greater	great	ADJ
8049g447f8v	25	45	penetration	penetration	NOUN
8049g447f8v	25	46	of	of	ADP
8049g447f8v	25	47	utility	utility	NOUN
8049g447f8v	25	48	-	-	PUNCT
8049g447f8v	25	49	scale	scale	NOUN
8049g447f8v	25	50	microgrids	microgrid	NOUN
8049g447f8v	25	51	in	in	ADP
8049g447f8v	25	52	power	power	NOUN
8049g447f8v	25	53	system	system	NOUN
8049g447f8v	25	54	operations	operation	NOUN
8049g447f8v	25	55	.	.	PUNCT
8049g447f8v	26	1	from	from	ADP
8049g447f8v	26	2	the	the	DET
8049g447f8v	26	3	technical	technical	ADJ
8049g447f8v	26	4	aspect	aspect	NOUN
8049g447f8v	26	5	,	,	PUNCT
8049g447f8v	26	6	this	this	DET
8049g447f8v	26	7	dissertation	dissertation	NOUN
8049g447f8v	26	8	analyzes	analyze	VERB
8049g447f8v	26	9	stability	stability	NOUN
8049g447f8v	26	10	and	and	CCONJ
8049g447f8v	26	11	designs	design	VERB
8049g447f8v	26	12	secondary	secondary	ADJ
8049g447f8v	26	13	controllers	controller	NOUN
8049g447f8v	26	14	to	to	PART
8049g447f8v	26	15	ensure	ensure	VERB
8049g447f8v	26	16	power	power	NOUN
8049g447f8v	26	17	quality	quality	NOUN
8049g447f8v	26	18	at	at	ADP
8049g447f8v	26	19	each	each	DET
8049g447f8v	26	20	microgrid	microgrid	NOUN
8049g447f8v	26	21	's	's	PART
8049g447f8v	26	22	connection	connection	NOUN
8049g447f8v	26	23	point	point	NOUN
8049g447f8v	26	24	.	.	PUNCT
8049g447f8v	27	1	with	with	ADP
8049g447f8v	27	2	proposed	propose	VERB
8049g447f8v	27	3	secondary	secondary	ADJ
8049g447f8v	27	4	controllers	controller	NOUN
8049g447f8v	27	5	,	,	PUNCT
8049g447f8v	27	6	each	each	DET
8049g447f8v	27	7	utility	utility	NOUN
8049g447f8v	27	8	-	-	PUNCT
8049g447f8v	27	9	scale	scale	NOUN
8049g447f8v	27	10	microgrid	microgrid	NOUN
8049g447f8v	27	11	is	be	AUX
8049g447f8v	27	12	able	able	ADJ
8049g447f8v	27	13	to	to	PART
8049g447f8v	27	14	maintain	maintain	VERB
8049g447f8v	27	15	high	high	ADJ
8049g447f8v	27	16	power	power	NOUN
8049g447f8v	27	17	quality	quality	NOUN
8049g447f8v	27	18	so	so	SCONJ
8049g447f8v	27	19	that	that	SCONJ
8049g447f8v	27	20	the	the	DET
8049g447f8v	27	21	technical	technical	ADJ
8049g447f8v	27	22	challenge	challenge	NOUN
8049g447f8v	27	23	is	be	AUX
8049g447f8v	27	24	met	meet	VERB
8049g447f8v	27	25	.	.	PUNCT
8049g447f8v	28	1	to	to	PART
8049g447f8v	28	2	solve	solve	VERB
8049g447f8v	28	3	operational	operational	ADJ
8049g447f8v	28	4	problems	problem	NOUN
8049g447f8v	28	5	,	,	PUNCT
8049g447f8v	28	6	this	this	DET
8049g447f8v	28	7	dissertation	dissertation	NOUN
8049g447f8v	28	8	investigates	investigate	VERB
8049g447f8v	28	9	the	the	DET
8049g447f8v	28	10	impact	impact	NOUN
8049g447f8v	28	11	of	of	ADP
8049g447f8v	28	12	utility	utility	NOUN
8049g447f8v	28	13	-	-	PUNCT
8049g447f8v	28	14	scale	scale	NOUN
8049g447f8v	28	15	microgrids	microgrid	NOUN
8049g447f8v	28	16	on	on	ADP
8049g447f8v	28	17	power	power	NOUN
8049g447f8v	28	18	market	market	NOUN
8049g447f8v	28	19	operations	operation	NOUN
8049g447f8v	28	20	.	.	PUNCT
8049g447f8v	29	1	to	to	PART
8049g447f8v	29	2	achieve	achieve	VERB
8049g447f8v	29	3	more	more	ADV
8049g447f8v	29	4	desirable	desirable	ADJ
8049g447f8v	29	5	market	market	NOUN
8049g447f8v	29	6	operation	operation	NOUN
8049g447f8v	29	7	results	result	NOUN
8049g447f8v	29	8	,	,	PUNCT
8049g447f8v	29	9	this	this	DET
8049g447f8v	29	10	dissertation	dissertation	NOUN
8049g447f8v	29	11	proposes	propose	VERB
8049g447f8v	29	12	a	a	DET
8049g447f8v	29	13	new	new	ADJ
8049g447f8v	29	14	method	method	NOUN
8049g447f8v	29	15	that	that	PRON
8049g447f8v	29	16	promotes	promote	VERB
8049g447f8v	29	17	greater	great	ADJ
8049g447f8v	29	18	participation	participation	NOUN
8049g447f8v	29	19	of	of	ADP
8049g447f8v	29	20	utility	utility	NOUN
8049g447f8v	29	21	-	-	PUNCT
8049g447f8v	29	22	scale	scale	NOUN
8049g447f8v	29	23	microgrids	microgrid	NOUN
8049g447f8v	29	24	in	in	ADP
8049g447f8v	29	25	the	the	DET
8049g447f8v	29	26	current	current	ADJ
8049g447f8v	29	27	power	power	NOUN
8049g447f8v	29	28	markets	market	NOUN
8049g447f8v	29	29	.	.	PUNCT
8049g447f8v	30	1	by	by	ADP
8049g447f8v	30	2	solving	solve	VERB
8049g447f8v	30	3	both	both	CCONJ
8049g447f8v	30	4	technical	technical	ADJ
8049g447f8v	30	5	and	and	CCONJ
8049g447f8v	30	6	operational	operational	ADJ
8049g447f8v	30	7	problems	problem	NOUN
8049g447f8v	30	8	,	,	PUNCT
8049g447f8v	30	9	utility	utility	NOUN
8049g447f8v	30	10	-	-	PUNCT
8049g447f8v	30	11	scale	scale	NOUN
8049g447f8v	30	12	microgrids	microgrid	NOUN
8049g447f8v	30	13	can	can	AUX
8049g447f8v	30	14	contribute	contribute	VERB
8049g447f8v	30	15	more	more	ADJ
8049g447f8v	30	16	to	to	ADP
8049g447f8v	30	17	power	power	NOUN
8049g447f8v	30	18	system	system	NOUN
8049g447f8v	30	19	operations	operation	NOUN
8049g447f8v	30	20	in	in	ADP
8049g447f8v	30	21	deregulated	deregulated	ADJ
8049g447f8v	30	22	wholesale	wholesale	ADJ
8049g447f8v	30	23	power	power	NOUN
8049g447f8v	30	24	markets	market	NOUN
8049g447f8v	30	25	.	.	PUNCT