id	sid	tid	token	lemma	pos
essd-673	1	1	http://www.press.ierek.com	http://www.press.ierek.com	PROPN
essd-673	1	2	issn	issn	PROPN
essd-673	1	3	(	(	PUNCT
essd-673	1	4	print	print	NOUN
essd-673	1	5	:	:	PUNCT
essd-673	1	6	2357	2357	NUM
essd-673	1	7	-	-	SYM
essd-673	1	8	0849	0849	NUM
essd-673	1	9	,	,	PUNCT
essd-673	1	10	online	online	ADJ
essd-673	1	11	:	:	PUNCT
essd-673	1	12	2357	2357	NUM
essd-673	1	13	-	-	SYM
essd-673	1	14	0857	0857	NUM
essd-673	1	15	)	)	PUNCT
essd-673	1	16	environmental	environmental	ADJ
essd-673	1	17	science	science	NOUN
essd-673	1	18	and	and	CCONJ
essd-673	1	19	sustainable	sustainable	ADJ
essd-673	1	20	development	development	NOUN
essd-673	1	21	pg	pg	NOUN
essd-673	1	22	.	.	PROPN
essd-673	1	23	1	1	NUM
essd-673	1	24	doi	doi	NOUN
essd-673	1	25	:	:	PUNCT
essd-673	1	26	10.21625	10.21625	NUM
essd-673	1	27	/	/	SYM
essd-673	1	28	essd.v4i3.673	essd.v4i3.673	PROPN
essd-673	1	29	optimal	optimal	ADJ
essd-673	1	30	sizing	sizing	NOUN
essd-673	1	31	and	and	CCONJ
essd-673	1	32	design	design	NOUN
essd-673	1	33	of	of	ADP
essd-673	1	34	isolated	isolated	ADJ
essd-673	1	35	micro	micro	ADJ
essd-673	1	36	-	-	ADJ
essd-673	1	37	grid	grid	ADJ
essd-673	1	38	systems	system	NOUN
essd-673	1	39	alaa	alaa	PROPN
essd-673	1	40	m.	m.	PROPN
essd-673	1	41	abdel	abdel	PROPN
essd-673	1	42	-	-	PUNCT
essd-673	1	43	hamed1	hamed1	PROPN
essd-673	1	44	,	,	PUNCT
essd-673	1	45	kamel	kamel	PROPN
essd-673	1	46	ellissy1	ellissy1	PROPN
essd-673	1	47	,	,	PUNCT
essd-673	1	48	ahmed	ahmed	PROPN
essd-673	1	49	r.	r.	PROPN
essd-673	1	50	adly2	adly2	PROPN
essd-673	1	51	,	,	PUNCT
essd-673	1	52	h.	h.	PROPN
essd-673	1	53	abdelfattah3	abdelfattah3	NOUN
essd-673	1	54	1	1	NUM
essd-673	1	55	electrical	electrical	ADJ
essd-673	1	56	power	power	NOUN
essd-673	1	57	&	&	CCONJ
essd-673	1	58	machines	machines	PROPN
essd-673	1	59	department	department	PROPN
essd-673	1	60	,	,	PUNCT
essd-673	1	61	high	high	PROPN
essd-673	1	62	institute	institute	PROPN
essd-673	1	63	of	of	ADP
essd-673	1	64	engineering	engineering	PROPN
essd-673	1	65	,	,	PUNCT
essd-673	1	66	el	el	PROPN
essd-673	1	67	-	-	PUNCT
essd-673	1	68	shorouk	shorouk	PROPN
essd-673	1	69	academy	academy	PROPN
essd-673	1	70	,	,	PUNCT
essd-673	1	71	cairo	cairo	PROPN
essd-673	1	72	,	,	PUNCT
essd-673	1	73	egypt	egypt	PROPN
essd-673	1	74	2	2	NUM
essd-673	1	75	nuclear	nuclear	ADJ
essd-673	1	76	research	research	NOUN
essd-673	1	77	center	center	NOUN
essd-673	1	78	,	,	PUNCT
essd-673	1	79	atomic	atomic	ADJ
essd-673	1	80	energy	energy	NOUN
essd-673	1	81	authority	authority	NOUN
essd-673	1	82	,	,	PUNCT
essd-673	1	83	egypt	egypt	PROPN
essd-673	1	84	3	3	NUM
essd-673	1	85	electrical	electrical	ADJ
essd-673	1	86	power	power	NOUN
essd-673	1	87	and	and	CCONJ
essd-673	1	88	engineering	engineering	NOUN
essd-673	1	89	department	department	NOUN
essd-673	1	90	,	,	PUNCT
essd-673	1	91	faculty	faculty	NOUN
essd-673	1	92	of	of	ADP
essd-673	1	93	industrial	industrial	ADJ
essd-673	1	94	education	education	NOUN
essd-673	1	95	,	,	PUNCT
essd-673	1	96	suez	suez	PROPN
essd-673	1	97	university	university	PROPN
essd-673	1	98	,	,	PUNCT
essd-673	1	99	cairo	cairo	PROPN
essd-673	1	100	,	,	PUNCT
essd-673	1	101	egypt	egypt	PROPN
essd-673	1	102	abstract	abstract	PROPN
essd-673	1	103	micro	micro	PROPN
essd-673	1	104	-	-	NOUN
essd-673	1	105	grid	grid	ADJ
essd-673	1	106	and	and	CCONJ
essd-673	1	107	standalone	standalone	ADJ
essd-673	1	108	schemes	scheme	NOUN
essd-673	1	109	are	be	AUX
essd-673	1	110	emerging	emerge	VERB
essd-673	1	111	as	as	ADP
essd-673	1	112	a	a	DET
essd-673	1	113	viable	viable	ADJ
essd-673	1	114	mixed	mixed	ADJ
essd-673	1	115	source	source	NOUN
essd-673	1	116	of	of	ADP
essd-673	1	117	electricity	electricity	NOUN
essd-673	1	118	due	due	ADP
essd-673	1	119	to	to	ADP
essd-673	1	120	interconnected	interconnected	ADJ
essd-673	1	121	costly	costly	ADJ
essd-673	1	122	central	central	ADJ
essd-673	1	123	power	power	NOUN
essd-673	1	124	plants	plant	NOUN
essd-673	1	125	and	and	CCONJ
essd-673	1	126	associated	associated	ADJ
essd-673	1	127	faults	fault	NOUN
essd-673	1	128	as	as	ADV
essd-673	1	129	well	well	ADV
essd-673	1	130	as	as	ADP
essd-673	1	131	brownouts	brownout	NOUN
essd-673	1	132	and	and	CCONJ
essd-673	1	133	blackouts	blackout	NOUN
essd-673	1	134	in	in	ADP
essd-673	1	135	additions	addition	NOUN
essd-673	1	136	to	to	ADP
essd-673	1	137	costly	costly	ADJ
essd-673	1	138	fuels	fuel	NOUN
essd-673	1	139	.	.	PUNCT
essd-673	2	1	micro	micro	NOUN
essd-673	2	2	-	-	NOUN
essd-673	2	3	grid	grid	ADJ
essd-673	2	4	(	(	PUNCT
essd-673	2	5	mg	mg	PROPN
essd-673	2	6	)	)	PUNCT
essd-673	2	7	is	be	AUX
essd-673	2	8	gaining	gain	VERB
essd-673	2	9	very	very	ADJ
essd-673	2	10	importance	importance	NOUN
essd-673	2	11	to	to	PART
essd-673	2	12	avoid	avoid	VERB
essd-673	2	13	or	or	CCONJ
essd-673	2	14	decrease	decrease	VERB
essd-673	2	15	these	these	DET
essd-673	2	16	problems	problem	NOUN
essd-673	2	17	.	.	PUNCT
essd-673	3	1	the	the	DET
essd-673	3	2	objective	objective	NOUN
essd-673	3	3	of	of	ADP
essd-673	3	4	this	this	DET
essd-673	3	5	paper	paper	NOUN
essd-673	3	6	is	be	AUX
essd-673	3	7	to	to	PART
essd-673	3	8	design	design	VERB
essd-673	3	9	an	an	DET
essd-673	3	10	optimal	optimal	ADJ
essd-673	3	11	sizing	sizing	NOUN
essd-673	3	12	and	and	CCONJ
essd-673	3	13	energy	energy	NOUN
essd-673	3	14	management	management	NOUN
essd-673	3	15	scheme	scheme	NOUN
essd-673	3	16	of	of	ADP
essd-673	3	17	an	an	DET
essd-673	3	18	isolated	isolated	ADJ
essd-673	3	19	mg	mg	PROPN
essd-673	3	20	.	.	PUNCT
essd-673	4	1	the	the	DET
essd-673	4	2	mg	mg	PROPN
essd-673	4	3	is	be	AUX
essd-673	4	4	suggested	suggest	VERB
essd-673	4	5	to	to	PART
essd-673	4	6	supply	supply	VERB
essd-673	4	7	load	load	NOUN
essd-673	4	8	located	locate	VERB
essd-673	4	9	in	in	ADP
essd-673	4	10	el	el	PROPN
essd-673	4	11	-	-	PUNCT
essd-673	4	12	shorouk	shorouk	PROPN
essd-673	4	13	academy	academy	PROPN
essd-673	4	14	,	,	PUNCT
essd-673	4	15	egypt	egypt	PROPN
essd-673	4	16	between	between	ADP
essd-673	4	17	30.119	30.119	NUM
essd-673	4	18	latitudes	latitude	NOUN
essd-673	4	19	and	and	CCONJ
essd-673	4	20	31.605	31.605	NUM
essd-673	4	21	longitudes	longitude	NOUN
essd-673	4	22	.	.	PUNCT
essd-673	5	1	the	the	DET
essd-673	5	2	components	component	NOUN
essd-673	5	3	of	of	ADP
essd-673	5	4	the	the	DET
essd-673	5	5	mg	mg	PROPN
essd-673	5	6	are	be	AUX
essd-673	5	7	selected	select	VERB
essd-673	5	8	and	and	CCONJ
essd-673	5	9	designed	design	VERB
essd-673	5	10	for	for	ADP
essd-673	5	11	achieving	achieve	VERB
essd-673	5	12	minimum	minimum	ADJ
essd-673	5	13	total	total	ADJ
essd-673	5	14	investment	investment	NOUN
essd-673	5	15	cost	cost	NOUN
essd-673	5	16	(	(	PUNCT
essd-673	5	17	tic	tic	NOUN
essd-673	5	18	)	)	PUNCT
essd-673	5	19	with	with	ADP
essd-673	5	20	co2	co2	NOUN
essd-673	5	21	emissions	emission	NOUN
essd-673	5	22	limitations	limitation	NOUN
essd-673	5	23	.	.	PUNCT
essd-673	6	1	this	this	PRON
essd-673	6	2	is	be	AUX
essd-673	6	3	accomplished	accomplish	VERB
essd-673	6	4	by	by	ADP
essd-673	6	5	a	a	DET
essd-673	6	6	search	search	NOUN
essd-673	6	7	and	and	CCONJ
essd-673	6	8	optimization	optimization	NOUN
essd-673	6	9	matlab	matlab	PROPN
essd-673	6	10	code	code	PROPN
essd-673	6	11	used	use	VERB
essd-673	6	12	with	with	ADP
essd-673	6	13	particle	particle	NOUN
essd-673	6	14	swarm	swarm	NOUN
essd-673	6	15	optimization	optimization	NOUN
essd-673	6	16	(	(	PUNCT
essd-673	6	17	pso	pso	NOUN
essd-673	6	18	)	)	PUNCT
essd-673	6	19	and	and	CCONJ
essd-673	6	20	genetic	genetic	ADJ
essd-673	6	21	algorithm	algorithm	NOUN
essd-673	6	22	(	(	PUNCT
essd-673	6	23	ga	ga	NOUN
essd-673	6	24	)	)	PUNCT
essd-673	6	25	techniques	technique	NOUN
essd-673	6	26	.	.	PUNCT
essd-673	7	1	the	the	DET
essd-673	7	2	use	use	NOUN
essd-673	7	3	of	of	ADP
essd-673	7	4	diesel	diesel	NOUN
essd-673	7	5	generators	generator	NOUN
essd-673	7	6	(	(	PUNCT
essd-673	7	7	dgs	dgs	NOUN
essd-673	7	8	)	)	PUNCT
essd-673	7	9	is	be	AUX
essd-673	7	10	minimized	minimize	VERB
essd-673	7	11	by	by	ADP
essd-673	7	12	limiting	limit	VERB
essd-673	7	13	the	the	DET
essd-673	7	14	gaseous	gaseous	ADJ
essd-673	7	15	co2	co2	NOUN
essd-673	7	16	emissions	emission	NOUN
essd-673	7	17	as	as	ADP
essd-673	7	18	per	per	ADP
essd-673	7	19	targeted	target	VERB
essd-673	7	20	allowable	allowable	ADJ
essd-673	7	21	amount	amount	NOUN
essd-673	7	22	.	.	PUNCT
essd-673	8	1	a	a	DET
essd-673	8	2	comparison	comparison	NOUN
essd-673	8	3	is	be	AUX
essd-673	8	4	accomplished	accomplish	VERB
essd-673	8	5	for	for	ADP
essd-673	8	6	investigating	investigate	VERB
essd-673	8	7	the	the	DET
essd-673	8	8	co2	co2	NOUN
essd-673	8	9	emissions	emission	NOUN
essd-673	8	10	constraints	constraint	VERB
essd-673	8	11	effects	effect	NOUN
essd-673	8	12	on	on	ADP
essd-673	8	13	the	the	DET
essd-673	8	14	tic	tic	NOUN
essd-673	8	15	in	in	ADP
essd-673	8	16	$	$	SYM
essd-673	8	17	/year	/year	NOUN
essd-673	8	18	and	and	CCONJ
essd-673	8	19	annual	annual	ADJ
essd-673	8	20	cost	cost	NOUN
essd-673	8	21	of	of	ADP
essd-673	8	22	energy	energy	NOUN
essd-673	8	23	in	in	ADP
essd-673	8	24	$	$	SYM
essd-673	8	25	/kwh	/kwh	NOUN
essd-673	8	26	.	.	PUNCT
essd-673	9	1	the	the	DET
essd-673	9	2	obtained	obtain	VERB
essd-673	9	3	results	result	NOUN
essd-673	9	4	verified	verify	VERB
essd-673	9	5	and	and	CCONJ
essd-673	9	6	demonstrated	demonstrate	VERB
essd-673	9	7	that	that	SCONJ
essd-673	9	8	the	the	DET
essd-673	9	9	designed	design	VERB
essd-673	9	10	mg	mg	PROPN
essd-673	9	11	configuration	configuration	NOUN
essd-673	9	12	scheme	scheme	NOUN
essd-673	9	13	is	be	AUX
essd-673	9	14	able	able	ADJ
essd-673	9	15	to	to	PART
essd-673	9	16	feed	feed	VERB
essd-673	9	17	the	the	DET
essd-673	9	18	energy	energy	NOUN
essd-673	9	19	entailed	entail	VERB
essd-673	9	20	by	by	ADP
essd-673	9	21	the	the	DET
essd-673	9	22	suggested	suggest	VERB
essd-673	9	23	load	load	NOUN
essd-673	9	24	cost	cost	VERB
essd-673	9	25	effectively	effectively	ADV
essd-673	9	26	and	and	CCONJ
essd-673	9	27	environmental	environmental	ADJ
essd-673	9	28	friendly	friendly	ADJ
essd-673	9	29	.	.	PUNCT
essd-673	10	1	©	©	ADP
essd-673	10	2	2019	2019	NUM
essd-673	10	3	the	the	DET
essd-673	10	4	authors	author	NOUN
essd-673	10	5	.	.	PUNCT
essd-673	11	1	published	publish	VERB
essd-673	11	2	by	by	ADP
essd-673	11	3	ierek	ierek	PROPN
essd-673	11	4	press	press	NOUN
essd-673	11	5	.	.	PUNCT
essd-673	12	1	this	this	PRON
essd-673	12	2	is	be	AUX
essd-673	12	3	an	an	DET
essd-673	12	4	open	open	ADJ
essd-673	12	5	access	access	NOUN
essd-673	12	6	article	article	NOUN
essd-673	12	7	under	under	ADP
essd-673	12	8	the	the	DET
essd-673	12	9	cc	cc	NOUN
essd-673	12	10	by	by	ADP
essd-673	12	11	license	license	NOUN
essd-673	12	12	(	(	PUNCT
essd-673	12	13	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
essd-673	12	14	)	)	PUNCT
essd-673	12	15	.	.	PUNCT
essd-673	13	1	peer	peer	NOUN
essd-673	13	2	-	-	PUNCT
essd-673	13	3	review	review	NOUN
essd-673	13	4	under	under	ADP
essd-673	13	5	responsibility	responsibility	NOUN
essd-673	13	6	of	of	ADP
essd-673	13	7	essd	essd	NOUN
essd-673	13	8	’s	’s	PART
essd-673	13	9	international	international	ADJ
essd-673	13	10	scientific	scientific	ADJ
essd-673	13	11	committee	committee	NOUN
essd-673	13	12	of	of	ADP
essd-673	13	13	reviewers	reviewer	NOUN
essd-673	13	14	.	.	PUNCT
essd-673	14	1	keywords	keyword	NOUN
essd-673	14	2	micro	micro	NOUN
essd-673	14	3	-	-	NOUN
essd-673	14	4	grid	grid	ADJ
essd-673	14	5	(	(	PUNCT
essd-673	14	6	mg	mg	PROPN
essd-673	14	7	)	)	PUNCT
essd-673	14	8	;	;	PUNCT
essd-673	14	9	optimal	optimal	ADJ
essd-673	14	10	design	design	NOUN
essd-673	14	11	;	;	PUNCT
essd-673	14	12	optimal	optimal	ADJ
essd-673	14	13	control	control	NOUN
essd-673	14	14	;	;	PUNCT
essd-673	14	15	ga	ga	PROPN
essd-673	14	16	;	;	PUNCT
essd-673	14	17	pso	pso	NOUN
essd-673	14	18	.	.	PUNCT
essd-673	15	1	nomenclature	nomenclature	ADJ
essd-673	15	2	bfoa	bfoa	NOUN
essd-673	15	3	bacterial	bacterial	ADJ
essd-673	15	4	foraging	forage	VERB
essd-673	15	5	optimization	optimization	NOUN
essd-673	15	6	algorithm	algorithm	NOUN
essd-673	15	7	der	der	NOUN
essd-673	15	8	distributed	distribute	VERB
essd-673	15	9	energy	energy	NOUN
essd-673	15	10	resources	resource	NOUN
essd-673	15	11	epf	epf	ADJ
essd-673	15	12	energy	energy	NOUN
essd-673	15	13	pattern	pattern	NOUN
essd-673	15	14	factor	factor	NOUN
essd-673	15	15	fc	fc	PROPN
essd-673	15	16	fuel	fuel	NOUN
essd-673	15	17	consumption	consumption	NOUN
essd-673	15	18	es	es	ADP
essd-673	15	19	energy	energy	NOUN
essd-673	15	20	storage	storage	PROPN
essd-673	15	21	ga	ga	PROPN
essd-673	15	22	genetic	genetic	ADJ
essd-673	15	23	algorithm	algorithm	NOUN
essd-673	15	24	mg	mg	PROPN
essd-673	15	25	micro	micro	PROPN
essd-673	15	26	-	-	ADJ
essd-673	15	27	grid	grid	ADJ
essd-673	15	28	mppt	mppt	NOUN
essd-673	15	29	maximum	maximum	PROPN
essd-673	15	30	power	power	NOUN
essd-673	15	31	point	point	NOUN
essd-673	15	32	tracker	tracker	NOUN
essd-673	15	33	pso	pso	NOUN
essd-673	15	34	particle	particle	NOUN
essd-673	15	35	swarm	swarm	NOUN
essd-673	15	36	optimization	optimization	NOUN
essd-673	15	37	pv	pv	NOUN
essd-673	15	38	photovoltaic	photovoltaic	NOUN
essd-673	15	39	soc	soc	NOUN
essd-673	15	40	state	state	NOUN
essd-673	15	41	of	of	ADP
essd-673	15	42	charge	charge	NOUN
essd-673	15	43	http://www.press.ierek.com/	http://www.press.ierek.com/	PROPN
essd-673	15	44	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
essd-673	15	45	https://crossmark.crossref.org/dialog/?doi=10.21625/essd.v4i3.673&domain=press.ierek.com	https://crossmark.crossref.org/dialog/?doi=10.21625/essd.v4i3.673&domain=press.ierek.com	X
essd-673	15	46	abde	abde	PROPN
essd-673	15	47	-	-	PUNCT
essd-673	15	48	hamed/	hamed/	NUM
essd-673	15	49	environmental	environmental	ADJ
essd-673	15	50	science	science	NOUN
essd-673	15	51	and	and	CCONJ
essd-673	15	52	sustainable	sustainable	ADJ
essd-673	15	53	development	development	NOUN
essd-673	15	54	pg	pg	NOUN
essd-673	15	55	.	.	PROPN
essd-673	15	56	2	2	NUM
essd-673	15	57	tic	tic	ADJ
essd-673	15	58	total	total	NOUN
essd-673	15	59	investment	investment	NOUN
essd-673	15	60	cost	cost	NOUN
essd-673	15	61	wt	wt	PROPN
essd-673	15	62	total	total	ADJ
essd-673	15	63	investment	investment	NOUN
essd-673	15	64	cost	cost	NOUN
essd-673	15	65	1	1	NUM
essd-673	15	66	.	.	PUNCT
essd-673	16	1	introduction	introduction	NOUN
essd-673	16	2	micro	micro	PROPN
essd-673	16	3	grid	grid	PROPN
essd-673	16	4	is	be	AUX
essd-673	16	5	a	a	DET
essd-673	16	6	standalone	standalone	NOUN
essd-673	16	7	“	"	PUNCT
essd-673	16	8	a	a	DET
essd-673	16	9	local	local	ADJ
essd-673	16	10	energy	energy	NOUN
essd-673	16	11	provider	provider	NOUN
essd-673	16	12	which	which	PRON
essd-673	16	13	reduces	reduce	VERB
essd-673	16	14	energy	energy	NOUN
essd-673	16	15	expense	expense	NOUN
essd-673	16	16	and	and	CCONJ
essd-673	16	17	gas	gas	NOUN
essd-673	16	18	emissions	emission	NOUN
essd-673	16	19	by	by	ADP
essd-673	16	20	using	use	VERB
essd-673	16	21	distributed	distribute	VERB
essd-673	16	22	energy	energy	NOUN
essd-673	16	23	resources	resource	NOUN
essd-673	16	24	(	(	PUNCT
essd-673	16	25	ders	der	NOUN
essd-673	16	26	)	)	PUNCT
essd-673	16	27	”	"	PUNCT
essd-673	16	28	.	.	PUNCT
essd-673	17	1	mg	mg	PROPN
essd-673	17	2	is	be	AUX
essd-673	17	3	treated	treat	VERB
essd-673	17	4	to	to	PART
essd-673	17	5	be	be	AUX
essd-673	17	6	a	a	DET
essd-673	17	7	promising	promising	ADJ
essd-673	17	8	choice	choice	NOUN
essd-673	17	9	or	or	CCONJ
essd-673	17	10	even	even	ADV
essd-673	17	11	an	an	DET
essd-673	17	12	alternative	alternative	NOUN
essd-673	17	13	to	to	ADP
essd-673	17	14	existing	exist	VERB
essd-673	17	15	centralized	centralized	ADJ
essd-673	17	16	or	or	CCONJ
essd-673	17	17	traditional	traditional	ADJ
essd-673	17	18	grids	grid	NOUN
essd-673	17	19	(	(	PUNCT
essd-673	17	20	zhang	zhang	PROPN
essd-673	17	21	,	,	PUNCT
essd-673	17	22	2013	2013	NUM
essd-673	17	23	)	)	PUNCT
essd-673	17	24	.	.	PUNCT
essd-673	18	1	mgs	mgs	PROPN
essd-673	18	2	apply	apply	VERB
essd-673	18	3	a	a	DET
essd-673	18	4	diversity	diversity	NOUN
essd-673	18	5	of	of	ADP
essd-673	18	6	distributed	distribute	VERB
essd-673	18	7	generation	generation	NOUN
essd-673	18	8	units	unit	NOUN
essd-673	18	9	.	.	PUNCT
essd-673	19	1	these	these	DET
essd-673	19	2	units	unit	NOUN
essd-673	19	3	includes	include	VERB
essd-673	19	4	photovoltaic	photovoltaic	NOUN
essd-673	19	5	(	(	PUNCT
essd-673	19	6	pv	pv	NOUN
essd-673	19	7	)	)	PUNCT
essd-673	19	8	modules	module	NOUN
essd-673	19	9	,	,	PUNCT
essd-673	19	10	wind	wind	NOUN
essd-673	19	11	turbines	turbine	NOUN
essd-673	19	12	(	(	PUNCT
essd-673	19	13	wt	wt	NOUN
essd-673	19	14	)	)	PUNCT
essd-673	19	15	and	and	CCONJ
essd-673	19	16	energy	energy	NOUN
essd-673	19	17	storage	storage	NOUN
essd-673	19	18	(	(	PUNCT
essd-673	19	19	es	es	NOUN
essd-673	19	20	)	)	PUNCT
essd-673	19	21	such	such	ADJ
essd-673	19	22	as	as	ADP
essd-673	19	23	batteries	battery	NOUN
essd-673	19	24	(	(	PUNCT
essd-673	19	25	shi	shi	PROPN
essd-673	19	26	,	,	PUNCT
essd-673	19	27	xie	xie	PROPN
essd-673	19	28	,	,	PUNCT
essd-673	19	29	chu	chu	PROPN
essd-673	19	30	,	,	PUNCT
essd-673	19	31	&	&	CCONJ
essd-673	19	32	,	,	PUNCT
essd-673	19	33	gadh	gadh	NOUN
essd-673	19	34	,	,	PUNCT
essd-673	19	35	2014	2014	NUM
essd-673	19	36	)	)	PUNCT
essd-673	19	37	.	.	PUNCT
essd-673	20	1	it	it	PRON
essd-673	20	2	is	be	AUX
essd-673	20	3	noted	note	VERB
essd-673	20	4	that	that	SCONJ
essd-673	20	5	very	very	ADV
essd-673	20	6	large	large	ADJ
essd-673	20	7	number	number	NOUN
essd-673	20	8	of	of	ADP
essd-673	20	9	population	population	NOUN
essd-673	20	10	in	in	ADP
essd-673	20	11	the	the	DET
essd-673	20	12	developing	develop	VERB
essd-673	20	13	regions	region	NOUN
essd-673	20	14	currently	currently	ADV
essd-673	20	15	lose	lose	VERB
essd-673	20	16	grid	grid	NOUN
essd-673	20	17	based	base	VERB
essd-673	20	18	electric	electric	ADJ
essd-673	20	19	current	current	ADJ
essd-673	20	20	services	service	NOUN
essd-673	20	21	.	.	PUNCT
essd-673	21	1	mgs	mgs	PROPN
essd-673	21	2	represent	represent	VERB
essd-673	21	3	an	an	DET
essd-673	21	4	important	important	ADJ
essd-673	21	5	option	option	NOUN
essd-673	21	6	for	for	ADP
essd-673	21	7	reducing	reduce	VERB
essd-673	21	8	the	the	DET
essd-673	21	9	electricity	electricity	NOUN
essd-673	21	10	gap	gap	NOUN
essd-673	21	11	in	in	ADP
essd-673	21	12	very	very	ADJ
essd-673	21	13	parts	part	NOUN
essd-673	21	14	of	of	ADP
essd-673	21	15	developing	develop	VERB
essd-673	21	16	world	world	NOUN
essd-673	21	17	in	in	ADP
essd-673	21	18	the	the	DET
essd-673	21	19	case	case	NOUN
essd-673	21	20	of	of	ADP
essd-673	21	21	grid	grid	NOUN
essd-673	21	22	extension	extension	NOUN
essd-673	21	23	is	be	AUX
essd-673	21	24	unpractical	unpractical	ADJ
essd-673	21	25	(	(	PUNCT
essd-673	21	26	zhang	zhang	PROPN
essd-673	21	27	,	,	PUNCT
essd-673	21	28	2013	2013	NUM
essd-673	21	29	)	)	PUNCT
essd-673	21	30	.	.	PUNCT
essd-673	22	1	proper	proper	ADJ
essd-673	22	2	selection	selection	NOUN
essd-673	22	3	of	of	ADP
essd-673	22	4	ders	der	NOUN
essd-673	22	5	and	and	CCONJ
essd-673	22	6	optimal	optimal	ADJ
essd-673	22	7	sizing	sizing	NOUN
essd-673	22	8	for	for	ADP
essd-673	22	9	them	they	PRON
essd-673	22	10	,	,	PUNCT
essd-673	22	11	for	for	ADP
essd-673	22	12	specific	specific	ADJ
essd-673	22	13	goal	goal	NOUN
essd-673	22	14	or	or	CCONJ
essd-673	22	15	objective	objective	NOUN
essd-673	22	16	,	,	PUNCT
essd-673	22	17	are	be	AUX
essd-673	22	18	challenging	challenge	VERB
essd-673	22	19	and	and	CCONJ
essd-673	22	20	very	very	ADV
essd-673	22	21	important	important	ADJ
essd-673	22	22	tasks	task	NOUN
essd-673	22	23	in	in	ADP
essd-673	22	24	the	the	DET
essd-673	22	25	designing	designing	NOUN
essd-673	22	26	of	of	ADP
essd-673	22	27	isolated	isolated	ADJ
essd-673	22	28	mgs	mgs	NOUN
essd-673	22	29	.	.	PUNCT
essd-673	23	1	this	this	PRON
essd-673	23	2	is	be	AUX
essd-673	23	3	because	because	SCONJ
essd-673	23	4	the	the	DET
essd-673	23	5	coordination	coordination	NOUN
essd-673	23	6	between	between	ADP
essd-673	23	7	the	the	DET
essd-673	23	8	mg	mg	PROPN
essd-673	23	9	units	unit	NOUN
essd-673	23	10	with	with	ADP
essd-673	23	11	adds	add	NOUN
essd-673	23	12	of	of	ADP
essd-673	23	13	constraints	constraint	NOUN
essd-673	23	14	is	be	AUX
essd-673	23	15	complicated	complicate	VERB
essd-673	23	16	(	(	PUNCT
essd-673	23	17	hassanzadehfard	hassanzadehfard	NOUN
essd-673	23	18	,	,	PUNCT
essd-673	23	19	tafreshi	tafreshi	NOUN
essd-673	23	20	,	,	PUNCT
essd-673	23	21	&	&	CCONJ
essd-673	23	22	hakimi	hakimi	PROPN
essd-673	23	23	,	,	PUNCT
essd-673	23	24	2011	2011	NUM
essd-673	23	25	)	)	PUNCT
essd-673	23	26	.	.	PUNCT
essd-673	24	1	a	a	DET
essd-673	24	2	nonlinear	nonlinear	ADJ
essd-673	24	3	optimization	optimization	NOUN
essd-673	24	4	problem	problem	NOUN
essd-673	24	5	is	be	AUX
essd-673	24	6	to	to	PART
essd-673	24	7	be	be	AUX
essd-673	24	8	formulated	formulate	VERB
essd-673	24	9	using	use	VERB
essd-673	24	10	the	the	DET
essd-673	24	11	basic	basic	ADJ
essd-673	24	12	problem	problem	NOUN
essd-673	24	13	.	.	PUNCT
essd-673	25	1	this	this	DET
essd-673	25	2	optimization	optimization	NOUN
essd-673	25	3	problem	problem	NOUN
essd-673	25	4	can	can	AUX
essd-673	25	5	be	be	AUX
essd-673	25	6	then	then	ADV
essd-673	25	7	solved	solve	VERB
essd-673	25	8	by	by	ADP
essd-673	25	9	a	a	DET
essd-673	25	10	desired	desire	VERB
essd-673	25	11	suitable	suitable	ADJ
essd-673	25	12	optimising	optimise	VERB
essd-673	25	13	technique	technique	NOUN
essd-673	25	14	.	.	PUNCT
essd-673	26	1	there	there	PRON
essd-673	26	2	are	be	VERB
essd-673	26	3	number	number	NOUN
essd-673	26	4	of	of	ADP
essd-673	26	5	optimization	optimization	NOUN
essd-673	26	6	techniques	technique	NOUN
essd-673	26	7	which	which	PRON
essd-673	26	8	are	be	AUX
essd-673	26	9	used	use	VERB
essd-673	26	10	for	for	ADP
essd-673	26	11	the	the	DET
essd-673	26	12	design	design	NOUN
essd-673	26	13	of	of	ADP
essd-673	26	14	mgs	mgs	NOUN
essd-673	26	15	(	(	PUNCT
essd-673	26	16	paudel	paudel	PROPN
essd-673	26	17	,	,	PUNCT
essd-673	26	18	shrestha	shrestha	NOUN
essd-673	26	19	,	,	PUNCT
essd-673	26	20	&	&	CCONJ
essd-673	26	21	adhikari	adhikari	PROPN
essd-673	26	22	,	,	PUNCT
essd-673	26	23	2011	2011	NUM
essd-673	26	24	)	)	PUNCT
essd-673	26	25	such	such	ADJ
essd-673	26	26	as	as	ADP
essd-673	26	27	the	the	DET
essd-673	26	28	graphical	graphical	ADJ
essd-673	26	29	construction	construction	NOUN
essd-673	26	30	methods	method	NOUN
essd-673	26	31	(	(	PUNCT
essd-673	26	32	borowy	borowy	X
essd-673	26	33	&	&	CCONJ
essd-673	26	34	salameh	salameh	NOUN
essd-673	26	35	,	,	PUNCT
essd-673	26	36	1996	1996	NUM
essd-673	26	37	)	)	PUNCT
essd-673	26	38	,	,	PUNCT
essd-673	26	39	linear	linear	ADJ
essd-673	26	40	programming	programming	NOUN
essd-673	26	41	(	(	PUNCT
essd-673	26	42	chedid	chedid	NOUN
essd-673	26	43	&	&	CCONJ
essd-673	26	44	rehman	rehman	PROPN
essd-673	26	45	,	,	PUNCT
essd-673	26	46	1997	1997	NUM
essd-673	26	47	)	)	PUNCT
essd-673	26	48	,	,	PUNCT
essd-673	26	49	iterative	iterative	NOUN
essd-673	26	50	approach	approach	NOUN
essd-673	26	51	(	(	PUNCT
essd-673	26	52	yang	yang	PROPN
essd-673	26	53	&	&	CCONJ
essd-673	26	54	zhou	zhou	PROPN
essd-673	26	55	,	,	PUNCT
essd-673	26	56	2007	2007	NUM
essd-673	26	57	)	)	PUNCT
essd-673	26	58	,	,	PUNCT
essd-673	26	59	ga	ga	PROPN
essd-673	26	60	(	(	PUNCT
essd-673	26	61	zhou	zhou	PROPN
essd-673	26	62	,	,	PUNCT
essd-673	26	63	yang	yang	PROPN
essd-673	26	64	,	,	PUNCT
essd-673	26	65	&	&	CCONJ
essd-673	26	66	fang	fang	X
essd-673	26	67	,	,	PUNCT
essd-673	26	68	2008	2008	NUM
essd-673	26	69	)	)	PUNCT
essd-673	26	70	,	,	PUNCT
essd-673	26	71	and	and	CCONJ
essd-673	26	72	bacterial	bacterial	ADJ
essd-673	26	73	foraging	forage	VERB
essd-673	26	74	(	(	PUNCT
essd-673	26	75	noroozian	noroozian	PROPN
essd-673	26	76	&	&	CCONJ
essd-673	26	77	vahedi	vahedi	PROPN
essd-673	26	78	,	,	PUNCT
essd-673	26	79	2010	2010	NUM
essd-673	26	80	)	)	PUNCT
essd-673	26	81	and	and	CCONJ
essd-673	26	82	so	so	ADV
essd-673	26	83	on	on	ADV
essd-673	26	84	.	.	PUNCT
essd-673	27	1	the	the	DET
essd-673	27	2	goal	goal	NOUN
essd-673	27	3	for	for	ADP
essd-673	27	4	each	each	DET
essd-673	27	5	designer	designer	NOUN
essd-673	27	6	is	be	AUX
essd-673	27	7	to	to	PART
essd-673	27	8	determine	determine	VERB
essd-673	27	9	the	the	DET
essd-673	27	10	best	good	ADJ
essd-673	27	11	optimal	optimal	ADJ
essd-673	27	12	objective	objective	ADJ
essd-673	27	13	/	/	SYM
essd-673	27	14	fitness	fitness	NOUN
essd-673	27	15	function	function	NOUN
essd-673	27	16	value	value	NOUN
essd-673	27	17	for	for	ADP
essd-673	27	18	a	a	DET
essd-673	27	19	given	give	VERB
essd-673	27	20	configuration	configuration	NOUN
essd-673	27	21	whichever	whichever	PRON
essd-673	27	22	the	the	DET
essd-673	27	23	optimization	optimization	NOUN
essd-673	27	24	method	method	NOUN
essd-673	27	25	.	.	PUNCT
essd-673	28	1	rui	rui	PROPN
essd-673	28	2	huang	huang	PROPN
essd-673	28	3	et	et	PROPN
essd-673	28	4	al	al	PROPN
essd-673	28	5	.	.	PUNCT
essd-673	29	1	in	in	ADP
essd-673	29	2	(	(	PUNCT
essd-673	29	3	huang	huang	PROPN
essd-673	29	4	,	,	PUNCT
essd-673	29	5	wang	wang	PROPN
essd-673	29	6	,	,	PUNCT
essd-673	29	7	chu	chu	PROPN
essd-673	29	8	,	,	PUNCT
essd-673	29	9	gadh	gadh	NOUN
essd-673	29	10	,	,	PUNCT
essd-673	29	11	&	&	CCONJ
essd-673	29	12	song	song	PROPN
essd-673	29	13	,	,	PUNCT
essd-673	29	14	2014	2014	NUM
essd-673	29	15	)	)	PUNCT
essd-673	29	16	studied	study	VERB
essd-673	29	17	and	and	CCONJ
essd-673	29	18	proposed	propose	VERB
essd-673	29	19	an	an	DET
essd-673	29	20	approach	approach	NOUN
essd-673	29	21	to	to	PART
essd-673	29	22	find	find	VERB
essd-673	29	23	the	the	DET
essd-673	29	24	optimal	optimal	ADJ
essd-673	29	25	placements	placement	NOUN
essd-673	29	26	and	and	CCONJ
essd-673	29	27	sizes	size	NOUN
essd-673	29	28	of	of	ADP
essd-673	29	29	a	a	DET
essd-673	29	30	mg	mg	PROPN
essd-673	29	31	components	component	NOUN
essd-673	29	32	.	.	PUNCT
essd-673	30	1	to	to	PART
essd-673	30	2	solve	solve	VERB
essd-673	30	3	the	the	DET
essd-673	30	4	optimization	optimization	NOUN
essd-673	30	5	problem	problem	NOUN
essd-673	30	6	,	,	PUNCT
essd-673	30	7	ga	ga	PROPN
essd-673	30	8	is	be	AUX
essd-673	30	9	used	use	VERB
essd-673	30	10	and	and	CCONJ
essd-673	30	11	compared	compare	VERB
essd-673	30	12	with	with	ADP
essd-673	30	13	a	a	DET
essd-673	30	14	mathematical	mathematical	ADJ
essd-673	30	15	optimization	optimization	NOUN
essd-673	30	16	method	method	NOUN
essd-673	30	17	(	(	PUNCT
essd-673	30	18	nonlinear	nonlinear	ADJ
essd-673	30	19	programming	programming	NOUN
essd-673	30	20	)	)	PUNCT
essd-673	30	21	.	.	PUNCT
essd-673	31	1	a	a	DET
essd-673	31	2	comprehensive	comprehensive	ADJ
essd-673	31	3	objective	objective	ADJ
essd-673	31	4	function	function	NOUN
essd-673	31	5	with	with	ADP
essd-673	31	6	practical	practical	ADJ
essd-673	31	7	constraints	constraint	NOUN
essd-673	31	8	which	which	PRON
essd-673	31	9	take	take	VERB
essd-673	31	10	all	all	DET
essd-673	31	11	the	the	DET
essd-673	31	12	important	important	ADJ
essd-673	31	13	factors	factor	NOUN
essd-673	31	14	that	that	PRON
essd-673	31	15	will	will	AUX
essd-673	31	16	affect	affect	VERB
essd-673	31	17	the	the	DET
essd-673	31	18	reliability	reliability	NOUN
essd-673	31	19	of	of	ADP
essd-673	31	20	the	the	DET
essd-673	31	21	power	power	NOUN
essd-673	31	22	grid	grid	NOUN
essd-673	31	23	,	,	PUNCT
essd-673	31	24	into	into	ADP
essd-673	31	25	account	account	NOUN
essd-673	31	26	is	be	AUX
essd-673	31	27	proposed	propose	VERB
essd-673	31	28	.	.	PUNCT
essd-673	32	1	the	the	DET
essd-673	32	2	analysis	analysis	NOUN
essd-673	32	3	on	on	ADP
essd-673	32	4	results	result	NOUN
essd-673	32	5	shows	show	VERB
essd-673	32	6	that	that	SCONJ
essd-673	32	7	ga	ga	PROPN
essd-673	32	8	maintains	maintain	VERB
essd-673	32	9	a	a	DET
essd-673	32	10	delicate	delicate	ADJ
essd-673	32	11	balance	balance	NOUN
essd-673	32	12	between	between	ADP
essd-673	32	13	performance	performance	NOUN
essd-673	32	14	and	and	CCONJ
essd-673	32	15	complexity	complexity	NOUN
essd-673	32	16	.	.	PUNCT
essd-673	33	1	it	it	PRON
essd-673	33	2	is	be	AUX
essd-673	33	3	concluded	conclude	VERB
essd-673	33	4	that	that	SCONJ
essd-673	33	5	ga	ga	PROPN
essd-673	33	6	performs	perform	VERB
essd-673	33	7	better	well	ADV
essd-673	33	8	not	not	PART
essd-673	33	9	only	only	ADV
essd-673	33	10	in	in	ADP
essd-673	33	11	accuracy	accuracy	NOUN
essd-673	33	12	,	,	PUNCT
essd-673	33	13	stability	stability	NOUN
essd-673	33	14	,	,	PUNCT
essd-673	33	15	but	but	CCONJ
essd-673	33	16	also	also	ADV
essd-673	33	17	in	in	ADP
essd-673	33	18	computation	computation	NOUN
essd-673	33	19	time	time	NOUN
essd-673	33	20	.	.	PUNCT
essd-673	34	1	authors	author	NOUN
essd-673	34	2	of	of	ADP
essd-673	34	3	(	(	PUNCT
essd-673	34	4	huang	huang	PROPN
essd-673	34	5	,	,	PUNCT
essd-673	34	6	wang	wang	PROPN
essd-673	34	7	,	,	PUNCT
essd-673	34	8	chu	chu	PROPN
essd-673	34	9	,	,	PUNCT
essd-673	34	10	gadh	gadh	NOUN
essd-673	34	11	,	,	PUNCT
essd-673	34	12	&	&	CCONJ
essd-673	34	13	song	song	PROPN
essd-673	34	14	,	,	PUNCT
essd-673	34	15	2014	2014	NUM
essd-673	34	16	)	)	PUNCT
essd-673	34	17	did	do	AUX
essd-673	34	18	not	not	PART
essd-673	34	19	take	take	VERB
essd-673	34	20	the	the	DET
essd-673	34	21	constraints	constraint	NOUN
essd-673	34	22	on	on	ADP
essd-673	34	23	dynamical	dynamical	ADJ
essd-673	34	24	power	power	NOUN
essd-673	34	25	flow	flow	NOUN
essd-673	34	26	into	into	ADP
essd-673	34	27	consideration	consideration	NOUN
essd-673	34	28	when	when	SCONJ
essd-673	34	29	designing	design	VERB
essd-673	34	30	the	the	DET
essd-673	34	31	new	new	ADJ
essd-673	34	32	power	power	NOUN
essd-673	34	33	system	system	NOUN
essd-673	34	34	.	.	PUNCT
essd-673	35	1	a	a	DET
essd-673	35	2	more	more	ADV
essd-673	35	3	comprehensive	comprehensive	ADJ
essd-673	35	4	optimization	optimization	NOUN
essd-673	35	5	problem	problem	NOUN
essd-673	35	6	need	need	VERB
essd-673	35	7	to	to	PART
essd-673	35	8	be	be	AUX
essd-673	35	9	studied	study	VERB
essd-673	35	10	and	and	CCONJ
essd-673	35	11	solved	solve	VERB
essd-673	35	12	thoroughly	thoroughly	ADV
essd-673	35	13	.	.	PUNCT
essd-673	36	1	in	in	ADP
essd-673	36	2	(	(	PUNCT
essd-673	36	3	tabatabaei	tabatabaei	PROPN
essd-673	36	4	&	&	CCONJ
essd-673	36	5	vahidi	vahidi	PROPN
essd-673	36	6	,	,	PUNCT
essd-673	36	7	2013	2013	NUM
essd-673	36	8	)	)	PUNCT
essd-673	36	9	proposed	propose	VERB
essd-673	36	10	a	a	DET
essd-673	36	11	model	model	NOUN
essd-673	36	12	for	for	ADP
essd-673	36	13	setting	set	VERB
essd-673	36	14	the	the	DET
essd-673	36	15	optimal	optimal	ADJ
essd-673	36	16	operation	operation	NOUN
essd-673	36	17	of	of	ADP
essd-673	36	18	a	a	DET
essd-673	36	19	mg	mg	PROPN
essd-673	37	1	.	.	PUNCT
essd-673	37	2	diversity	diversity	NOUN
essd-673	37	3	of	of	ADP
essd-673	37	4	distributed	distribute	VERB
essd-673	37	5	generation	generation	NOUN
essd-673	37	6	sources	source	NOUN
essd-673	37	7	that	that	PRON
essd-673	37	8	usually	usually	ADV
essd-673	37	9	used	use	VERB
essd-673	37	10	in	in	ADP
essd-673	37	11	mgs	mgs	NOUN
essd-673	37	12	are	be	AUX
essd-673	37	13	obtained	obtain	VERB
essd-673	37	14	by	by	ADP
essd-673	37	15	their	their	PRON
essd-673	37	16	proposed	propose	VERB
essd-673	37	17	optimization	optimization	NOUN
essd-673	37	18	problem	problem	NOUN
essd-673	37	19	.	.	PUNCT
essd-673	38	1	constraints	constraint	NOUN
essd-673	38	2	are	be	AUX
essd-673	38	3	taken	take	VERB
essd-673	38	4	into	into	ADP
essd-673	38	5	considerations	consideration	NOUN
essd-673	38	6	,	,	PUNCT
essd-673	38	7	in	in	ADP
essd-673	38	8	the	the	DET
essd-673	38	9	proposed	propose	VERB
essd-673	38	10	optimization	optimization	NOUN
essd-673	38	11	problem	problem	NOUN
essd-673	38	12	,	,	PUNCT
essd-673	38	13	to	to	PART
essd-673	38	14	reflect	reflect	VERB
essd-673	38	15	a	a	DET
essd-673	38	16	number	number	NOUN
essd-673	38	17	of	of	ADP
essd-673	38	18	limitations	limitation	NOUN
essd-673	38	19	which	which	PRON
essd-673	38	20	is	be	AUX
essd-673	38	21	found	find	VERB
essd-673	38	22	in	in	ADP
essd-673	38	23	a	a	DET
essd-673	38	24	mg	mg	PROPN
essd-673	38	25	systems	system	NOUN
essd-673	38	26	.	.	PUNCT
essd-673	39	1	environmental	environmental	ADJ
essd-673	39	2	costs	cost	NOUN
essd-673	39	3	have	have	AUX
essd-673	39	4	been	be	AUX
essd-673	39	5	also	also	ADV
essd-673	39	6	considered	consider	VERB
essd-673	39	7	in	in	ADP
essd-673	39	8	the	the	DET
essd-673	39	9	optimization	optimization	NOUN
essd-673	39	10	problem	problem	NOUN
essd-673	39	11	.	.	PUNCT
essd-673	40	1	for	for	ADP
essd-673	40	2	minimizing	minimize	VERB
essd-673	40	3	the	the	DET
essd-673	40	4	defined	define	VERB
essd-673	40	5	objective	objective	ADJ
essd-673	40	6	/	/	SYM
essd-673	40	7	fitness	fitness	NOUN
essd-673	40	8	function	function	NOUN
essd-673	40	9	by	by	ADP
essd-673	40	10	considering	consider	VERB
essd-673	40	11	network	network	NOUN
essd-673	40	12	and	and	CCONJ
essd-673	40	13	load	load	NOUN
essd-673	40	14	limitations	limitation	NOUN
essd-673	40	15	,	,	PUNCT
essd-673	40	16	a	a	DET
essd-673	40	17	new	new	ADJ
essd-673	40	18	evolutionary	evolutionary	ADJ
essd-673	40	19	algorithm	algorithm	NOUN
essd-673	40	20	known	know	VERB
essd-673	40	21	as	as	ADP
essd-673	40	22	bacterial	bacterial	ADJ
essd-673	40	23	foraging	forage	VERB
essd-673	40	24	optimization	optimization	NOUN
essd-673	40	25	algorithm	algorithm	NOUN
essd-673	40	26	(	(	PUNCT
essd-673	40	27	bfoa	bfoa	PROPN
essd-673	40	28	)	)	PUNCT
essd-673	40	29	is	be	AUX
essd-673	40	30	applied	apply	VERB
essd-673	40	31	.	.	PUNCT
essd-673	41	1	although	although	SCONJ
essd-673	41	2	the	the	DET
essd-673	41	3	used	use	VERB
essd-673	41	4	technique	technique	NOUN
essd-673	41	5	is	be	AUX
essd-673	41	6	a	a	DET
essd-673	41	7	new	new	ADJ
essd-673	41	8	one	one	NOUN
essd-673	41	9	,	,	PUNCT
essd-673	41	10	it	it	PRON
essd-673	41	11	has	have	VERB
essd-673	41	12	some	some	DET
essd-673	41	13	disadvantages	disadvantage	NOUN
essd-673	41	14	such	such	ADJ
essd-673	41	15	as	as	ADP
essd-673	41	16	large	large	ADJ
essd-673	41	17	number	number	NOUN
essd-673	41	18	of	of	ADP
essd-673	41	19	parameters	parameter	NOUN
essd-673	41	20	and	and	CCONJ
essd-673	41	21	complexity	complexity	NOUN
essd-673	41	22	in	in	ADP
essd-673	41	23	design	design	NOUN
essd-673	41	24	.	.	PUNCT
essd-673	42	1	in	in	ADP
essd-673	42	2	(	(	PUNCT
essd-673	42	3	mohamed	mohamed	PROPN
essd-673	42	4	&	&	CCONJ
essd-673	42	5	koivo	koivo	PROPN
essd-673	42	6	,	,	PUNCT
essd-673	42	7	2007	2007	NUM
essd-673	42	8	)	)	PUNCT
essd-673	42	9	suggested	suggest	VERB
essd-673	42	10	a	a	DET
essd-673	42	11	generalized	generalized	ADJ
essd-673	42	12	formulation	formulation	NOUN
essd-673	42	13	for	for	ADP
essd-673	42	14	obtaining	obtain	VERB
essd-673	42	15	the	the	DET
essd-673	42	16	optimal	optimal	ADJ
essd-673	42	17	operation	operation	NOUN
essd-673	42	18	strategy	strategy	NOUN
essd-673	42	19	and	and	CCONJ
essd-673	42	20	cost	cost	NOUN
essd-673	42	21	minimization	minimization	NOUN
essd-673	42	22	scheme	scheme	NOUN
essd-673	42	23	for	for	ADP
essd-673	42	24	a	a	DET
essd-673	42	25	mg	mg	NOUN
essd-673	42	26	.	.	PUNCT
essd-673	43	1	the	the	DET
essd-673	43	2	mg	mg	PROPN
essd-673	43	3	components	component	NOUN
essd-673	43	4	from	from	ADP
essd-673	43	5	actual	actual	ADJ
essd-673	43	6	manufacturer	manufacturer	NOUN
essd-673	43	7	data	datum	NOUN
essd-673	43	8	are	be	AUX
essd-673	43	9	constructed	construct	VERB
essd-673	43	10	before	before	ADP
essd-673	43	11	the	the	DET
essd-673	43	12	optimization	optimization	NOUN
essd-673	43	13	of	of	ADP
essd-673	43	14	the	the	DET
essd-673	43	15	mg	mg	PROPN
essd-673	43	16	itself	itself	PRON
essd-673	43	17	.	.	PUNCT
essd-673	44	1	the	the	DET
essd-673	44	2	suggested	suggest	VERB
essd-673	44	3	objective	objective	NOUN
essd-673	44	4	/	/	SYM
essd-673	44	5	fitness	fitness	NOUN
essd-673	44	6	function	function	NOUN
essd-673	44	7	considers	consider	VERB
essd-673	44	8	the	the	DET
essd-673	44	9	costs	cost	NOUN
essd-673	44	10	of	of	ADP
essd-673	44	11	the	the	DET
essd-673	44	12	emissions	emission	NOUN
essd-673	44	13	,	,	PUNCT
essd-673	44	14	and	and	CCONJ
essd-673	44	15	the	the	DET
essd-673	44	16	operation	operation	NOUN
essd-673	44	17	&	&	CCONJ
essd-673	44	18	maintenance	maintenance	NOUN
essd-673	44	19	costs	cost	NOUN
essd-673	44	20	.	.	PUNCT
essd-673	45	1	the	the	DET
essd-673	45	2	optimization	optimization	NOUN
essd-673	45	3	method	method	NOUN
essd-673	45	4	is	be	AUX
essd-673	45	5	aimed	aim	VERB
essd-673	45	6	for	for	ADP
essd-673	45	7	reducing	reduce	VERB
essd-673	45	8	the	the	DET
essd-673	45	9	cost	cost	NOUN
essd-673	45	10	objective	objective	ADJ
essd-673	45	11	/	/	SYM
essd-673	45	12	fitness	fitness	NOUN
essd-673	45	13	function	function	NOUN
essd-673	45	14	of	of	ADP
essd-673	45	15	the	the	DET
essd-673	45	16	system	system	NOUN
essd-673	45	17	while	while	SCONJ
essd-673	45	18	constraining	constrain	VERB
essd-673	45	19	the	the	DET
essd-673	45	20	objective	objective	NOUN
essd-673	45	21	for	for	ADP
essd-673	45	22	meeting	meet	VERB
essd-673	45	23	the	the	DET
essd-673	45	24	load	load	NOUN
essd-673	45	25	demand	demand	NOUN
essd-673	45	26	profile	profile	NOUN
essd-673	45	27	and	and	CCONJ
essd-673	45	28	safety	safety	NOUN
essd-673	45	29	of	of	ADP
essd-673	45	30	the	the	DET
essd-673	45	31	system	system	NOUN
essd-673	45	32	.	.	PUNCT
essd-673	46	1	authors	author	NOUN
essd-673	46	2	of	of	ADP
essd-673	46	3	(	(	PUNCT
essd-673	46	4	mohamed	mohamed	PROPN
essd-673	46	5	&	&	CCONJ
essd-673	46	6	koivo	koivo	PROPN
essd-673	46	7	,	,	PUNCT
essd-673	46	8	2007	2007	NUM
essd-673	46	9	)	)	PUNCT
essd-673	46	10	did	do	AUX
essd-673	46	11	not	not	PART
essd-673	46	12	put	put	VERB
essd-673	46	13	the	the	DET
essd-673	46	14	environmental	environmental	ADJ
essd-673	46	15	impacts	impact	NOUN
essd-673	46	16	into	into	ADP
essd-673	46	17	consideration	consideration	NOUN
essd-673	46	18	which	which	PRON
essd-673	46	19	should	should	AUX
essd-673	46	20	be	be	AUX
essd-673	46	21	considered	consider	VERB
essd-673	46	22	to	to	PART
essd-673	46	23	reduce	reduce	VERB
essd-673	46	24	the	the	DET
essd-673	46	25	emissions	emission	NOUN
essd-673	46	26	level	level	NOUN
essd-673	46	27	.	.	PUNCT
essd-673	47	1	the	the	DET
essd-673	47	2	proposed	propose	VERB
essd-673	47	3	cost	cost	NOUN
essd-673	47	4	function	function	NOUN
essd-673	47	5	takes	take	VERB
essd-673	47	6	into	into	ADP
essd-673	47	7	consideration	consideration	NOUN
essd-673	47	8	the	the	DET
essd-673	47	9	costs	cost	NOUN
essd-673	47	10	of	of	ADP
essd-673	47	11	the	the	DET
essd-673	47	12	emissions	emission	NOUN
essd-673	47	13	nox	nox	PROPN
essd-673	47	14	,	,	PUNCT
essd-673	47	15	so2	so2	PROPN
essd-673	47	16	,	,	PUNCT
essd-673	47	17	and	and	CCONJ
essd-673	47	18	co2	co2	NOUN
essd-673	47	19	as	as	ADV
essd-673	47	20	well	well	ADV
essd-673	47	21	as	as	ADP
essd-673	47	22	the	the	DET
essd-673	47	23	operation	operation	NOUN
essd-673	47	24	and	and	CCONJ
essd-673	47	25	maintenance	maintenance	NOUN
essd-673	47	26	costs	cost	NOUN
essd-673	47	27	but	but	CCONJ
essd-673	47	28	the	the	DET
essd-673	47	29	the	the	DET
essd-673	47	30	replacement	replacement	NOUN
essd-673	47	31	cost	cost	NOUN
essd-673	47	32	is	be	AUX
essd-673	47	33	not	not	PART
essd-673	47	34	considered	consider	VERB
essd-673	47	35	.	.	PUNCT
essd-673	48	1	the	the	DET
essd-673	48	2	abde	abde	ADJ
essd-673	48	3	-	-	PUNCT
essd-673	48	4	hamed/	hamed/	NUM
essd-673	48	5	environmental	environmental	ADJ
essd-673	48	6	science	science	NOUN
essd-673	48	7	and	and	CCONJ
essd-673	48	8	sustainable	sustainable	ADJ
essd-673	48	9	development	development	NOUN
essd-673	48	10	pg	pg	NOUN
essd-673	48	11	.	.	PROPN
essd-673	48	12	3	3	NUM
essd-673	48	13	optimization	optimization	NOUN
essd-673	48	14	aims	aim	VERB
essd-673	48	15	to	to	PART
essd-673	48	16	minimize	minimize	VERB
essd-673	48	17	the	the	DET
essd-673	48	18	cost	cost	NOUN
essd-673	48	19	function	function	NOUN
essd-673	48	20	of	of	ADP
essd-673	48	21	the	the	DET
essd-673	48	22	system	system	NOUN
essd-673	48	23	while	while	SCONJ
essd-673	48	24	constraining	constrain	VERB
essd-673	48	25	it	it	PRON
essd-673	48	26	to	to	PART
essd-673	48	27	meet	meet	VERB
essd-673	48	28	the	the	DET
essd-673	48	29	customer	customer	NOUN
essd-673	48	30	demand	demand	NOUN
essd-673	48	31	and	and	CCONJ
essd-673	48	32	safety	safety	NOUN
essd-673	48	33	of	of	ADP
essd-673	48	34	the	the	DET
essd-673	48	35	system	system	NOUN
essd-673	48	36	without	without	ADP
essd-673	48	37	taking	take	VERB
essd-673	48	38	the	the	DET
essd-673	48	39	environmental	environmental	ADJ
essd-673	48	40	constraints	constraint	NOUN
essd-673	48	41	into	into	ADP
essd-673	48	42	consideration	consideration	NOUN
essd-673	48	43	.	.	PUNCT
essd-673	49	1	recently	recently	ADV
essd-673	49	2	,	,	PUNCT
essd-673	49	3	it	it	PRON
essd-673	49	4	is	be	AUX
essd-673	49	5	needful	needful	ADJ
essd-673	49	6	to	to	PART
essd-673	49	7	obtain	obtain	VERB
essd-673	49	8	a	a	DET
essd-673	49	9	flexible	flexible	ADJ
essd-673	49	10	generalized	generalized	ADJ
essd-673	49	11	approach	approach	NOUN
essd-673	49	12	or	or	CCONJ
essd-673	49	13	methodology	methodology	NOUN
essd-673	49	14	for	for	ADP
essd-673	49	15	any	any	DET
essd-673	49	16	kind	kind	NOUN
essd-673	49	17	of	of	ADP
essd-673	49	18	mg	mg	PROPN
essd-673	49	19	design	design	NOUN
essd-673	49	20	of	of	ADP
essd-673	49	21	higher	high	ADJ
essd-673	49	22	computational	computational	ADJ
essd-673	49	23	efficiency	efficiency	NOUN
essd-673	49	24	.	.	PUNCT
essd-673	50	1	in	in	ADP
essd-673	50	2	addition	addition	NOUN
essd-673	50	3	,	,	PUNCT
essd-673	50	4	the	the	DET
essd-673	50	5	computational	computational	ADJ
essd-673	50	6	optimization	optimization	NOUN
essd-673	50	7	methods	method	NOUN
essd-673	50	8	which	which	PRON
essd-673	50	9	use	use	VERB
essd-673	50	10	bio	bio	ADJ
essd-673	50	11	-	-	PUNCT
essd-673	50	12	inspired	inspire	VERB
essd-673	50	13	technologies	technology	NOUN
essd-673	50	14	have	have	AUX
essd-673	50	15	been	be	AUX
essd-673	50	16	significantly	significantly	ADV
essd-673	50	17	developed	develop	VERB
essd-673	50	18	in	in	ADP
essd-673	50	19	recent	recent	ADJ
essd-673	50	20	years	year	NOUN
essd-673	50	21	.	.	PUNCT
essd-673	51	1	they	they	PRON
essd-673	51	2	can	can	AUX
essd-673	51	3	effectively	effectively	ADV
essd-673	51	4	increase	increase	VERB
essd-673	51	5	the	the	DET
essd-673	51	6	efficiency	efficiency	NOUN
essd-673	51	7	of	of	ADP
essd-673	51	8	mg	mg	PROPN
essd-673	51	9	systems	system	NOUN
essd-673	51	10	by	by	ADP
essd-673	51	11	finding	find	VERB
essd-673	51	12	the	the	DET
essd-673	51	13	best	good	ADJ
essd-673	51	14	configuration	configuration	NOUN
essd-673	51	15	for	for	ADP
essd-673	51	16	optimizing	optimize	VERB
essd-673	51	17	the	the	DET
essd-673	51	18	economic	economic	ADJ
essd-673	51	19	and	and	CCONJ
essd-673	51	20	technical	technical	ADJ
essd-673	51	21	criteria	criterion	NOUN
essd-673	51	22	.	.	PUNCT
essd-673	52	1	this	this	DET
essd-673	52	2	paper	paper	NOUN
essd-673	52	3	presents	present	VERB
essd-673	52	4	a	a	DET
essd-673	52	5	design	design	NOUN
essd-673	52	6	of	of	ADP
essd-673	52	7	an	an	DET
essd-673	52	8	optimal	optimal	ADJ
essd-673	52	9	sizing	sizing	NOUN
essd-673	52	10	and	and	CCONJ
essd-673	52	11	energy	energy	NOUN
essd-673	52	12	management	management	NOUN
essd-673	52	13	scheme	scheme	NOUN
essd-673	52	14	of	of	ADP
essd-673	52	15	an	an	DET
essd-673	52	16	isolated	isolated	ADJ
essd-673	52	17	mg	mg	PROPN
essd-673	52	18	components	component	NOUN
essd-673	52	19	.	.	PUNCT
essd-673	53	1	amatlab	amatlab	PROPN
essd-673	53	2	code	code	PROPN
essd-673	53	3	is	be	AUX
essd-673	53	4	proposed	propose	VERB
essd-673	53	5	for	for	ADP
essd-673	53	6	calculating	calculate	VERB
essd-673	53	7	the	the	DET
essd-673	53	8	energy	energy	NOUN
essd-673	53	9	available	available	ADJ
essd-673	53	10	from	from	ADP
essd-673	53	11	mg	mg	PROPN
essd-673	53	12	generation	generation	NOUN
essd-673	53	13	sources	source	NOUN
essd-673	53	14	according	accord	VERB
essd-673	53	15	to	to	ADP
essd-673	53	16	meteorological	meteorological	ADJ
essd-673	53	17	data	datum	NOUN
essd-673	53	18	of	of	ADP
essd-673	53	19	the	the	DET
essd-673	53	20	suggested	suggest	VERB
essd-673	53	21	location	location	NOUN
essd-673	53	22	.	.	PUNCT
essd-673	54	1	the	the	DET
essd-673	54	2	proposed	propose	VERB
essd-673	54	3	optimization	optimization	NOUN
essd-673	54	4	scheme	scheme	NOUN
essd-673	54	5	has	have	VERB
essd-673	54	6	the	the	DET
essd-673	54	7	advantages	advantage	NOUN
essd-673	54	8	that	that	SCONJ
essd-673	54	9	it	it	PRON
essd-673	54	10	is	be	AUX
essd-673	54	11	simple	simple	ADJ
essd-673	54	12	and	and	CCONJ
essd-673	54	13	and	and	CCONJ
essd-673	54	14	can	can	AUX
essd-673	54	15	be	be	AUX
essd-673	54	16	extended	extend	VERB
essd-673	54	17	to	to	PART
essd-673	54	18	deal	deal	VERB
essd-673	54	19	with	with	ADP
essd-673	54	20	multi	multi	ADJ
essd-673	54	21	-	-	ADJ
essd-673	54	22	objective	objective	ADJ
essd-673	54	23	functions	function	NOUN
essd-673	54	24	besides	besides	SCONJ
essd-673	54	25	dealing	deal	VERB
essd-673	54	26	with	with	ADP
essd-673	54	27	more	more	ADV
essd-673	54	28	renewable	renewable	ADJ
essd-673	54	29	and	and	CCONJ
essd-673	54	30	storage	storage	NOUN
essd-673	54	31	components	component	NOUN
essd-673	54	32	for	for	ADP
essd-673	54	33	the	the	DET
essd-673	54	34	mg	mg	PROPN
essd-673	54	35	.	.	PUNCT
essd-673	55	1	the	the	DET
essd-673	55	2	components	component	NOUN
essd-673	55	3	of	of	ADP
essd-673	55	4	the	the	DET
essd-673	55	5	mg	mg	PROPN
essd-673	55	6	are	be	AUX
essd-673	55	7	selected	select	VERB
essd-673	55	8	and	and	CCONJ
essd-673	55	9	designed	design	VERB
essd-673	55	10	to	to	PART
essd-673	55	11	supply	supply	VERB
essd-673	55	12	the	the	DET
essd-673	55	13	suggested	suggest	VERB
essd-673	55	14	load	load	NOUN
essd-673	55	15	under	under	ADP
essd-673	55	16	the	the	DET
essd-673	55	17	objective	objective	NOUN
essd-673	55	18	of	of	ADP
essd-673	55	19	minimum	minimum	ADJ
essd-673	55	20	tic	tic	NOUN
essd-673	55	21	with	with	ADP
essd-673	55	22	co2	co2	NOUN
essd-673	55	23	emissions	emission	NOUN
essd-673	55	24	limitations	limitation	NOUN
essd-673	55	25	.	.	PUNCT
essd-673	56	1	the	the	DET
essd-673	56	2	optimization	optimization	NOUN
essd-673	56	3	process	process	NOUN
essd-673	56	4	is	be	AUX
essd-673	56	5	carried	carry	VERB
essd-673	56	6	out	out	ADP
essd-673	56	7	via	via	ADP
essd-673	56	8	ga	ga	PROPN
essd-673	56	9	and	and	CCONJ
essd-673	56	10	pso	pso	NOUN
essd-673	56	11	techniques	technique	NOUN
essd-673	56	12	.	.	PUNCT
essd-673	57	1	a	a	DET
essd-673	57	2	comparison	comparison	NOUN
essd-673	57	3	is	be	AUX
essd-673	57	4	accomplished	accomplish	VERB
essd-673	57	5	to	to	PART
essd-673	57	6	investigate	investigate	VERB
essd-673	57	7	the	the	DET
essd-673	57	8	co2	co2	NOUN
essd-673	57	9	emissions	emission	NOUN
essd-673	57	10	constraints	constraint	VERB
essd-673	57	11	effects	effect	NOUN
essd-673	57	12	on	on	ADP
essd-673	57	13	the	the	DET
essd-673	57	14	tic	tic	NOUN
essd-673	57	15	in	in	ADP
essd-673	57	16	$	$	SYM
essd-673	57	17	/year	/year	NOUN
essd-673	57	18	and	and	CCONJ
essd-673	57	19	annual	annual	ADJ
essd-673	57	20	cost	cost	NOUN
essd-673	57	21	of	of	ADP
essd-673	57	22	energy	energy	NOUN
essd-673	57	23	in	in	ADP
essd-673	57	24	$	$	SYM
essd-673	57	25	/kwh	/kwh	NOUN
essd-673	57	26	.	.	PUNCT
essd-673	58	1	it	it	PRON
essd-673	58	2	has	have	AUX
essd-673	58	3	been	be	AUX
essd-673	58	4	proved	prove	VERB
essd-673	58	5	that	that	SCONJ
essd-673	58	6	the	the	DET
essd-673	58	7	proposed	propose	VERB
essd-673	58	8	scheme	scheme	NOUN
essd-673	58	9	can	can	AUX
essd-673	58	10	robustly	robustly	ADV
essd-673	58	11	and	and	CCONJ
essd-673	58	12	efficiently	efficiently	ADV
essd-673	58	13	obtain	obtain	VERB
essd-673	58	14	the	the	DET
essd-673	58	15	optimal	optimal	ADJ
essd-673	58	16	mg	mg	PROPN
essd-673	58	17	configuration	configuration	NOUN
essd-673	58	18	which	which	PRON
essd-673	58	19	is	be	AUX
essd-673	58	20	eco	eco	NOUN
essd-673	58	21	-	-	PUNCT
essd-673	58	22	friendly	friendly	ADJ
essd-673	58	23	and	and	CCONJ
essd-673	58	24	has	have	VERB
essd-673	58	25	great	great	ADJ
essd-673	58	26	economic	economic	ADJ
essd-673	58	27	benefits	benefit	NOUN
essd-673	58	28	.	.	PUNCT
essd-673	59	1	consequently	consequently	ADV
essd-673	59	2	,	,	PUNCT
essd-673	59	3	this	this	DET
essd-673	59	4	research	research	NOUN
essd-673	59	5	reveals	reveal	VERB
essd-673	59	6	that	that	SCONJ
essd-673	59	7	the	the	DET
essd-673	59	8	mg	mg	PROPN
essd-673	59	9	will	will	AUX
essd-673	59	10	operate	operate	VERB
essd-673	59	11	successfully	successfully	ADV
essd-673	59	12	as	as	ADP
essd-673	59	13	an	an	DET
essd-673	59	14	isolated	isolated	ADJ
essd-673	59	15	controllable	controllable	ADJ
essd-673	59	16	power	power	NOUN
essd-673	59	17	generation	generation	NOUN
essd-673	59	18	unit	unit	NOUN
essd-673	59	19	for	for	ADP
essd-673	59	20	supporting	support	VERB
essd-673	59	21	the	the	DET
essd-673	59	22	utility	utility	NOUN
essd-673	59	23	as	as	ADV
essd-673	59	24	well	well	ADV
essd-673	59	25	as	as	ADP
essd-673	59	26	reduces	reduce	VERB
essd-673	59	27	the	the	DET
essd-673	59	28	dependency	dependency	NOUN
essd-673	59	29	on	on	ADP
essd-673	59	30	the	the	DET
essd-673	59	31	main	main	ADJ
essd-673	59	32	grid	grid	NOUN
essd-673	59	33	and	and	CCONJ
essd-673	59	34	increases	increase	VERB
essd-673	59	35	the	the	DET
essd-673	59	36	market	market	NOUN
essd-673	59	37	penetration	penetration	NOUN
essd-673	59	38	of	of	ADP
essd-673	59	39	the	the	DET
essd-673	59	40	mg	mg	PROPN
essd-673	59	41	system	system	NOUN
essd-673	59	42	or	or	CCONJ
essd-673	59	43	mg	mg	PROPN
essd-673	59	44	sources	source	NOUN
essd-673	59	45	.	.	PUNCT
essd-673	60	1	accordingly	accordingly	ADV
essd-673	60	2	,	,	PUNCT
essd-673	60	3	it	it	PRON
essd-673	60	4	minimizes	minimize	VERB
essd-673	60	5	the	the	DET
essd-673	60	6	problems	problem	NOUN
essd-673	60	7	associated	associate	VERB
essd-673	60	8	with	with	ADP
essd-673	60	9	central	central	ADJ
essd-673	60	10	power	power	NOUN
essd-673	60	11	plants	plant	NOUN
essd-673	60	12	such	such	ADJ
essd-673	60	13	as	as	ADP
essd-673	60	14	power	power	NOUN
essd-673	60	15	blackout	blackout	NOUN
essd-673	60	16	and	and	CCONJ
essd-673	60	17	limitations	limitation	NOUN
essd-673	60	18	of	of	ADP
essd-673	60	19	fossil	fossil	ADJ
essd-673	60	20	fuels	fuel	NOUN
essd-673	60	21	.	.	PUNCT
essd-673	61	1	the	the	DET
essd-673	61	2	rest	rest	NOUN
essd-673	61	3	of	of	ADP
essd-673	61	4	this	this	DET
essd-673	61	5	article	article	NOUN
essd-673	61	6	is	be	AUX
essd-673	61	7	organized	organize	VERB
essd-673	61	8	as	as	SCONJ
essd-673	61	9	follows	follow	VERB
essd-673	61	10	:	:	PUNCT
essd-673	61	11	description	description	NOUN
essd-673	61	12	and	and	CCONJ
essd-673	61	13	modelling	modelling	NOUN
essd-673	61	14	of	of	ADP
essd-673	61	15	the	the	DET
essd-673	61	16	components	component	NOUN
essd-673	61	17	for	for	ADP
essd-673	61	18	the	the	DET
essd-673	61	19	mg	mg	PROPN
essd-673	61	20	are	be	AUX
essd-673	61	21	introduced	introduce	VERB
essd-673	61	22	in	in	ADP
essd-673	61	23	section	section	NOUN
essd-673	61	24	2	2	NUM
essd-673	61	25	.	.	PUNCT
essd-673	61	26	fitness	fitness	NOUN
essd-673	61	27	function	function	NOUN
essd-673	61	28	and	and	CCONJ
essd-673	61	29	constraints	constraint	NOUN
essd-673	61	30	are	be	AUX
essd-673	61	31	presented	present	VERB
essd-673	61	32	and	and	CCONJ
essd-673	61	33	modeled	model	VERB
essd-673	61	34	in	in	ADP
essd-673	61	35	section	section	NOUN
essd-673	61	36	3	3	NUM
essd-673	61	37	.	.	PUNCT
essd-673	61	38	section	section	NOUN
essd-673	61	39	4	4	NUM
essd-673	61	40	describes	describe	VERB
essd-673	61	41	proposed	propose	VERB
essd-673	61	42	optimization	optimization	NOUN
essd-673	61	43	procedures	procedure	NOUN
essd-673	61	44	and	and	CCONJ
essd-673	61	45	a	a	DET
essd-673	61	46	case	case	NOUN
essd-673	61	47	study	study	NOUN
essd-673	61	48	.	.	PUNCT
essd-673	62	1	section	section	NOUN
essd-673	62	2	5	5	NUM
essd-673	62	3	presents	present	NOUN
essd-673	62	4	simulation	simulation	NOUN
essd-673	62	5	results	result	NOUN
essd-673	62	6	and	and	CCONJ
essd-673	62	7	analysis	analysis	NOUN
essd-673	62	8	.	.	PUNCT
essd-673	63	1	finally	finally	ADV
essd-673	63	2	conclusion	conclusion	NOUN
essd-673	63	3	is	be	AUX
essd-673	63	4	discussed	discuss	VERB
essd-673	63	5	in	in	ADP
essd-673	63	6	section	section	NOUN
essd-673	63	7	6	6	NUM
essd-673	63	8	.	.	NOUN
essd-673	64	1	2	2	NUM
essd-673	64	2	.	.	NOUN
essd-673	64	3	complete	complete	ADJ
essd-673	64	4	system	system	NOUN
essd-673	64	5	modeling	model	VERB
essd-673	64	6	the	the	DET
essd-673	64	7	proposed	propose	VERB
essd-673	64	8	isolated	isolate	VERB
essd-673	64	9	mg	mg	PROPN
essd-673	64	10	system	system	NOUN
essd-673	64	11	includes	include	VERB
essd-673	64	12	wts	wts	PROPN
essd-673	64	13	,	,	PUNCT
essd-673	64	14	pvs	pvs	PROPN
essd-673	64	15	,	,	PUNCT
essd-673	64	16	batteries	battery	NOUN
essd-673	64	17	,	,	PUNCT
essd-673	64	18	pv	pv	NOUN
essd-673	64	19	controllers	controller	NOUN
essd-673	64	20	,	,	PUNCT
essd-673	64	21	dg	dg	NOUN
essd-673	64	22	units	unit	NOUN
essd-673	64	23	,	,	PUNCT
essd-673	64	24	and	and	CCONJ
essd-673	64	25	inverters	inverter	NOUN
essd-673	64	26	.	.	PUNCT
essd-673	65	1	the	the	DET
essd-673	65	2	schematic	schematic	ADJ
essd-673	65	3	diagram	diagram	NOUN
essd-673	65	4	for	for	ADP
essd-673	65	5	the	the	DET
essd-673	65	6	suggested	suggest	VERB
essd-673	65	7	mg	mg	PROPN
essd-673	65	8	system	system	NOUN
essd-673	65	9	is	be	AUX
essd-673	65	10	indicated	indicate	VERB
essd-673	65	11	by	by	ADP
essd-673	65	12	fig	fig	NOUN
essd-673	65	13	.	.	PUNCT
essd-673	66	1	1	1	X
essd-673	66	2	.	.	PUNCT
essd-673	66	3	the	the	DET
essd-673	66	4	first	first	ADJ
essd-673	66	5	step	step	NOUN
essd-673	66	6	for	for	ADP
essd-673	66	7	optimization	optimization	NOUN
essd-673	66	8	process	process	NOUN
essd-673	66	9	is	be	AUX
essd-673	66	10	to	to	PART
essd-673	66	11	model	model	VERB
essd-673	66	12	the	the	DET
essd-673	66	13	mg	mg	PROPN
essd-673	66	14	components	component	NOUN
essd-673	66	15	used	use	VERB
essd-673	66	16	to	to	PART
essd-673	66	17	supply	supply	VERB
essd-673	66	18	the	the	DET
essd-673	66	19	load	load	NOUN
essd-673	66	20	.	.	PUNCT
essd-673	67	1	in	in	ADP
essd-673	67	2	the	the	DET
essd-673	67	3	following	follow	VERB
essd-673	67	4	sections	section	NOUN
essd-673	67	5	,	,	PUNCT
essd-673	67	6	a	a	DET
essd-673	67	7	modeling	modeling	NOUN
essd-673	67	8	description	description	NOUN
essd-673	67	9	of	of	ADP
essd-673	67	10	the	the	DET
essd-673	67	11	components	component	NOUN
essd-673	67	12	of	of	ADP
essd-673	67	13	the	the	DET
essd-673	67	14	complete	complete	ADJ
essd-673	67	15	system	system	NOUN
essd-673	67	16	is	be	AUX
essd-673	67	17	demonstrated	demonstrate	VERB
essd-673	67	18	.	.	PUNCT
essd-673	68	1	figure	figure	VERB
essd-673	68	2	1	1	NUM
essd-673	68	3	.	.	PUNCT
essd-673	68	4	schematic	schematic	ADJ
essd-673	68	5	diagram	diagram	NOUN
essd-673	68	6	for	for	ADP
essd-673	68	7	the	the	DET
essd-673	68	8	proposed	propose	VERB
essd-673	68	9	hybrid	hybrid	ADJ
essd-673	68	10	multi	multi	ADJ
essd-673	68	11	source	source	NOUN
essd-673	68	12	mg	mg	PROPN
essd-673	68	13	system	system	NOUN
essd-673	68	14	2.1	2.1	NUM
essd-673	68	15	.	.	PUNCT
essd-673	69	1	wt	wt	NOUN
essd-673	69	2	modeling	modeling	NOUN
essd-673	69	3	wt	wt	NOUN
essd-673	69	4	uses	use	VERB
essd-673	69	5	kinetic	kinetic	ADJ
essd-673	69	6	energy	energy	NOUN
essd-673	69	7	from	from	ADP
essd-673	69	8	wind	wind	NOUN
essd-673	69	9	speed	speed	NOUN
essd-673	69	10	to	to	PART
essd-673	69	11	produce	produce	VERB
essd-673	69	12	mechanical	mechanical	ADJ
essd-673	69	13	energy	energy	NOUN
essd-673	69	14	and	and	CCONJ
essd-673	69	15	then	then	ADV
essd-673	69	16	this	this	DET
essd-673	69	17	produced	produce	VERB
essd-673	69	18	mechanical	mechanical	ADJ
essd-673	69	19	energy	energy	NOUN
essd-673	69	20	is	be	AUX
essd-673	69	21	utilized	utilize	VERB
essd-673	69	22	for	for	ADP
essd-673	69	23	generating	generate	VERB
essd-673	69	24	the	the	DET
essd-673	69	25	electrical	electrical	ADJ
essd-673	69	26	energy	energy	NOUN
essd-673	69	27	(	(	PUNCT
essd-673	69	28	govardhan	govardhan	NOUN
essd-673	69	29	&	&	CCONJ
essd-673	69	30	roy	roy	PROPN
essd-673	69	31	,	,	PUNCT
essd-673	69	32	2012	2012	NUM
essd-673	69	33	)	)	PUNCT
essd-673	69	34	.	.	PUNCT
essd-673	70	1	wt	wt	ADP
essd-673	70	2	electrical	electrical	ADJ
essd-673	70	3	energy	energy	NOUN
essd-673	70	4	is	be	AUX
essd-673	70	5	calculated	calculate	VERB
essd-673	70	6	for	for	ADP
essd-673	70	7	abde	abde	ADJ
essd-673	70	8	-	-	PUNCT
essd-673	70	9	hamed/	hamed/	NUM
essd-673	70	10	environmental	environmental	ADJ
essd-673	70	11	science	science	NOUN
essd-673	70	12	and	and	CCONJ
essd-673	70	13	sustainable	sustainable	ADJ
essd-673	70	14	development	development	NOUN
essd-673	70	15	pg	pg	NOUN
essd-673	70	16	.	.	PROPN
essd-673	70	17	4	4	NUM
essd-673	70	18	each	each	DET
essd-673	70	19	time	time	NOUN
essd-673	70	20	based	base	VERB
essd-673	70	21	on	on	ADP
essd-673	70	22	site	site	NOUN
essd-673	70	23	weather	weather	NOUN
essd-673	70	24	and	and	CCONJ
essd-673	70	25	height	height	NOUN
essd-673	70	26	of	of	ADP
essd-673	70	27	installation	installation	NOUN
essd-673	70	28	for	for	ADP
essd-673	70	29	wts	wts	PROPN
essd-673	70	30	(	(	PUNCT
essd-673	70	31	bansal	bansal	PROPN
essd-673	70	32	,	,	PUNCT
essd-673	70	33	kumar	kumar	PROPN
essd-673	70	34	,	,	PUNCT
essd-673	70	35	&	&	CCONJ
essd-673	70	36	gupta	gupta	PROPN
essd-673	70	37	,	,	PUNCT
essd-673	70	38	2013	2013	NUM
essd-673	70	39	)	)	PUNCT
essd-673	70	40	.	.	PUNCT
essd-673	71	1	the	the	DET
essd-673	71	2	speed	speed	NOUN
essd-673	71	3	of	of	ADP
essd-673	71	4	wind	wind	NOUN
essd-673	71	5	,	,	PUNCT
essd-673	71	6	at	at	ADP
essd-673	71	7	a	a	DET
essd-673	71	8	specific	specific	ADJ
essd-673	71	9	height	height	NOUN
essd-673	71	10	,	,	PUNCT
essd-673	71	11	can	can	AUX
essd-673	71	12	be	be	AUX
essd-673	71	13	obtained	obtain	VERB
essd-673	71	14	from	from	ADP
essd-673	71	15	“	"	PUNCT
essd-673	71	16	nasa	nasa	PROPN
essd-673	71	17	surface	surface	NOUN
essd-673	71	18	meteorology	meteorology	NOUN
essd-673	71	19	and	and	CCONJ
essd-673	71	20	solar	solar	ADJ
essd-673	71	21	energy	energy	NOUN
essd-673	71	22	”	"	PUNCT
essd-673	71	23	.	.	PUNCT
essd-673	72	1	modification	modification	NOUN
essd-673	72	2	of	of	ADP
essd-673	72	3	wind	wind	NOUN
essd-673	72	4	speed	speed	NOUN
essd-673	72	5	to	to	ADP
essd-673	72	6	the	the	DET
essd-673	72	7	desired	desire	VERB
essd-673	72	8	hub	hub	NOUN
essd-673	72	9	height	height	NOUN
essd-673	72	10	,	,	PUNCT
essd-673	72	11	using	use	VERB
essd-673	72	12	the	the	DET
essd-673	72	13	measured	measured	ADJ
essd-673	72	14	speed	speed	NOUN
essd-673	72	15	of	of	ADP
essd-673	72	16	wind	wind	NOUN
essd-673	72	17	at	at	ADP
essd-673	72	18	the	the	DET
essd-673	72	19	reference	reference	NOUN
essd-673	72	20	height	height	NOUN
essd-673	72	21	,	,	PUNCT
essd-673	72	22	is	be	AUX
essd-673	72	23	significantly	significantly	ADV
essd-673	72	24	required	require	VERB
essd-673	72	25	(	(	PUNCT
essd-673	72	26	tito	tito	PROPN
essd-673	72	27	,	,	PUNCT
essd-673	72	28	lie	lie	NOUN
essd-673	72	29	,	,	PUNCT
essd-673	72	30	&	&	CCONJ
essd-673	72	31	anderson	anderson	PROPN
essd-673	72	32	,	,	PUNCT
essd-673	72	33	2015	2015	NUM
essd-673	72	34	)	)	PUNCT
essd-673	72	35	,	,	PUNCT
essd-673	72	36	(	(	PUNCT
essd-673	72	37	hassan	hassan	PROPN
essd-673	72	38	,	,	PUNCT
essd-673	72	39	el	el	PROPN
essd-673	72	40	-	-	PUNCT
essd-673	72	41	saadawi	saadawi	NOUN
essd-673	72	42	,	,	PUNCT
essd-673	72	43	kandil	kandil	NOUN
essd-673	72	44	,	,	PUNCT
essd-673	72	45	&	&	CCONJ
essd-673	72	46	saeed	saeed	PROPN
essd-673	72	47	,	,	PUNCT
essd-673	72	48	2016	2016	NUM
essd-673	72	49	)	)	PUNCT
essd-673	72	50	.	.	PUNCT
essd-673	73	1	the	the	DET
essd-673	73	2	energy	energy	NOUN
essd-673	73	3	output	output	NOUN
essd-673	73	4	from	from	ADP
essd-673	73	5	the	the	DET
essd-673	73	6	wt	wt	NOUN
essd-673	73	7	,	,	PUNCT
essd-673	73	8	at	at	ADP
essd-673	73	9	a	a	DET
essd-673	73	10	site	site	NOUN
essd-673	73	11	wind	wind	NOUN
essd-673	73	12	speed	speed	NOUN
essd-673	73	13	,	,	PUNCT
essd-673	73	14	is	be	AUX
essd-673	73	15	obtained	obtain	VERB
essd-673	73	16	using	use	VERB
essd-673	73	17	the	the	DET
essd-673	73	18	wt	wt	NOUN
essd-673	73	19	power	power	NOUN
essd-673	73	20	curve	curve	NOUN
essd-673	73	21	that	that	PRON
essd-673	73	22	is	be	AUX
essd-673	73	23	denoted	denote	VERB
essd-673	73	24	by	by	ADP
essd-673	73	25	manufacturer	manufacturer	NOUN
essd-673	73	26	.	.	PUNCT
essd-673	74	1	for	for	ADP
essd-673	74	2	a	a	DET
essd-673	74	3	given	give	VERB
essd-673	74	4	speed	speed	NOUN
essd-673	74	5	profile	profile	NOUN
essd-673	74	6	,	,	PUNCT
essd-673	74	7	the	the	DET
essd-673	74	8	energy	energy	NOUN
essd-673	74	9	available	available	ADJ
essd-673	74	10	from	from	ADP
essd-673	74	11	wind	wind	NOUN
essd-673	74	12	can	can	AUX
essd-673	74	13	be	be	AUX
essd-673	74	14	modeled	model	VERB
essd-673	74	15	using	use	VERB
essd-673	74	16	equation	equation	NOUN
essd-673	74	17	(	(	PUNCT
essd-673	74	18	1	1	NUM
essd-673	74	19	)	)	PUNCT
essd-673	74	20	(	(	PUNCT
essd-673	74	21	yazdanpanah	yazdanpanah	INTJ
essd-673	74	22	,	,	PUNCT
essd-673	74	23	2014	2014	NUM
essd-673	74	24	):	):	PUNCT
essd-673	75	1	𝐸𝑊𝑇	𝐸𝑊𝑇	PROPN
essd-673	75	2	=	=	SYM
essd-673	75	3	𝑇ℎ𝑟	𝑇ℎ𝑟	PROPN
essd-673	75	4	∑	∑	PUNCT
essd-673	75	5	𝑃𝑜	𝑃𝑜	PROPN
essd-673	75	6	.	.	PUNCT
essd-673	76	1	𝑓(𝑣	𝑓(𝑣	NOUN
essd-673	76	2	,	,	PUNCT
essd-673	76	3	𝑘	𝑘	PROPN
essd-673	76	4	,	,	PUNCT
essd-673	76	5	𝑐	𝑐	NOUN
essd-673	76	6	)	)	PUNCT
essd-673	76	7	𝑣𝑚𝑎𝑥	𝑣𝑚𝑎𝑥	NOUN
essd-673	76	8	𝑣𝑚𝑖𝑛	𝑣𝑚𝑖𝑛	NOUN
essd-673	76	9	(	(	PUNCT
essd-673	76	10	1	1	NUM
essd-673	76	11	)	)	PUNCT
essd-673	76	12	where	where	SCONJ
essd-673	76	13	ewt	ewt	PROPN
essd-673	76	14	represents	represent	VERB
essd-673	76	15	the	the	DET
essd-673	76	16	energy	energy	NOUN
essd-673	76	17	output	output	NOUN
essd-673	76	18	from	from	ADP
essd-673	76	19	wt	wt	PROPN
essd-673	76	20	in	in	ADP
essd-673	76	21	kwh	kwh	NOUN
essd-673	76	22	at	at	ADP
essd-673	76	23	a	a	DET
essd-673	76	24	given	give	VERB
essd-673	76	25	location	location	NOUN
essd-673	76	26	,	,	PUNCT
essd-673	76	27	thr	thr	PROPN
essd-673	76	28	represents	represent	VERB
essd-673	76	29	the	the	DET
essd-673	76	30	time	time	NOUN
essd-673	76	31	(	(	PUNCT
essd-673	76	32	hours	hour	NOUN
essd-673	76	33	)	)	PUNCT
essd-673	76	34	used	use	VERB
essd-673	76	35	in	in	ADP
essd-673	76	36	the	the	DET
essd-673	76	37	study	study	NOUN
essd-673	76	38	,	,	PUNCT
essd-673	76	39	po	po	PROPN
essd-673	76	40	represents	represent	VERB
essd-673	76	41	the	the	DET
essd-673	76	42	power	power	NOUN
essd-673	76	43	output	output	NOUN
essd-673	76	44	of	of	ADP
essd-673	76	45	wt	wt	PROPN
essd-673	76	46	(	(	PUNCT
essd-673	76	47	kw	kw	NOUN
essd-673	76	48	)	)	PUNCT
essd-673	76	49	,	,	PUNCT
essd-673	76	50	(	(	PUNCT
essd-673	76	51	vmin	vmin	PROPN
essd-673	76	52	,	,	PUNCT
essd-673	76	53	vmax	vmax	PROPN
essd-673	76	54	)	)	PUNCT
essd-673	76	55	represents	represent	VERB
essd-673	76	56	the	the	DET
essd-673	76	57	minimum	minimum	ADJ
essd-673	76	58	and	and	CCONJ
essd-673	76	59	maximum	maximum	ADJ
essd-673	76	60	speeds	speed	NOUN
essd-673	76	61	of	of	ADP
essd-673	76	62	wind	wind	NOUN
essd-673	76	63	,	,	PUNCT
essd-673	76	64	and	and	CCONJ
essd-673	76	65	f(v	f(v	NOUN
essd-673	76	66	,	,	PUNCT
essd-673	76	67	k	k	NOUN
essd-673	76	68	,	,	PUNCT
essd-673	76	69	c	c	NOUN
essd-673	76	70	)	)	PUNCT
essd-673	76	71	represents	represent	VERB
essd-673	76	72	the	the	DET
essd-673	76	73	weibull	weibull	PROPN
essd-673	76	74	function	function	NOUN
essd-673	76	75	for	for	ADP
essd-673	76	76	a	a	DET
essd-673	76	77	given	give	VERB
essd-673	76	78	site	site	NOUN
essd-673	76	79	wind	wind	NOUN
essd-673	76	80	speed	speed	NOUN
essd-673	76	81	(	(	PUNCT
essd-673	76	82	ν	ν	NOUN
essd-673	76	83	)	)	PUNCT
essd-673	76	84	at	at	ADP
essd-673	76	85	a	a	DET
essd-673	76	86	designed	design	VERB
essd-673	76	87	shaping	shaping	NOUN
essd-673	76	88	coefficient	coefficient	NOUN
essd-673	76	89	k	k	PROPN
essd-673	76	90	and	and	CCONJ
essd-673	76	91	scaling	scale	VERB
essd-673	76	92	coefficient	coefficient	NOUN
essd-673	76	93	c.	c.	PROPN
essd-673	76	94	the	the	DET
essd-673	76	95	energy	energy	NOUN
essd-673	76	96	pattern	pattern	NOUN
essd-673	76	97	factor	factor	NOUN
essd-673	76	98	(	(	PUNCT
essd-673	76	99	epf	epf	PROPN
essd-673	76	100	)	)	PUNCT
essd-673	76	101	approach	approach	NOUN
essd-673	76	102	is	be	AUX
essd-673	76	103	required	require	VERB
essd-673	76	104	and	and	CCONJ
essd-673	76	105	recommended	recommend	VERB
essd-673	76	106	for	for	ADP
essd-673	76	107	more	more	ADV
essd-673	76	108	precise	precise	ADJ
essd-673	76	109	determination	determination	NOUN
essd-673	76	110	of	of	ADP
essd-673	76	111	c	c	PROPN
essd-673	76	112	and	and	CCONJ
essd-673	76	113	k	k	PROPN
essd-673	76	114	coefficients	coefficient	NOUN
essd-673	76	115	.	.	PUNCT
essd-673	77	1	this	this	PRON
essd-673	77	2	is	be	AUX
essd-673	77	3	to	to	PART
essd-673	77	4	reduce	reduce	VERB
essd-673	77	5	uncertainties	uncertainty	NOUN
essd-673	77	6	concerning	concern	VERB
essd-673	77	7	with	with	ADP
essd-673	77	8	the	the	DET
essd-673	77	9	output	output	NOUN
essd-673	77	10	wind	wind	NOUN
essd-673	77	11	energy	energy	NOUN
essd-673	77	12	calculation	calculation	NOUN
essd-673	77	13	for	for	ADP
essd-673	77	14	wind	wind	NOUN
essd-673	77	15	energy	energy	NOUN
essd-673	77	16	conversion	conversion	NOUN
essd-673	77	17	system	system	NOUN
essd-673	77	18	(	(	PUNCT
essd-673	77	19	wecs	wecs	PROPN
essd-673	77	20	)	)	PUNCT
essd-673	77	21	(	(	PUNCT
essd-673	77	22	kidmo	kidmo	ADJ
essd-673	77	23	,	,	PUNCT
essd-673	77	24	danwe	danwe	NOUN
essd-673	77	25	,	,	PUNCT
essd-673	77	26	doka	doka	PROPN
essd-673	77	27	,	,	PUNCT
essd-673	77	28	&	&	CCONJ
essd-673	77	29	djongyang	djongyang	PROPN
essd-673	77	30	,	,	PUNCT
essd-673	77	31	2015	2015	NUM
essd-673	77	32	)	)	PUNCT
essd-673	77	33	.	.	PUNCT
essd-673	78	1	2.2	2.2	NUM
essd-673	78	2	.	.	PUNCT
essd-673	79	1	pv	pv	NOUN
essd-673	79	2	modeling	model	VERB
essd-673	79	3	pv	pv	NOUN
essd-673	79	4	modules	module	NOUN
essd-673	79	5	are	be	AUX
essd-673	79	6	systems	system	NOUN
essd-673	79	7	in	in	ADP
essd-673	79	8	which	which	PRON
essd-673	79	9	sunlight	sunlight	NOUN
essd-673	79	10	straight	straight	ADV
essd-673	79	11	converted	convert	VERB
essd-673	79	12	into	into	ADP
essd-673	79	13	electricity	electricity	NOUN
essd-673	79	14	.	.	PUNCT
essd-673	80	1	the	the	DET
essd-673	80	2	energy	energy	NOUN
essd-673	80	3	per	per	ADP
essd-673	80	4	year	year	NOUN
essd-673	80	5	of	of	ADP
essd-673	80	6	a	a	DET
essd-673	80	7	pv	pv	NOUN
essd-673	80	8	module	module	NOUN
essd-673	80	9	,	,	PUNCT
essd-673	80	10	at	at	ADP
essd-673	80	11	a	a	DET
essd-673	80	12	certain	certain	ADJ
essd-673	80	13	location	location	NOUN
essd-673	80	14	with	with	ADP
essd-673	80	15	a	a	DET
essd-673	80	16	known	know	VERB
essd-673	80	17	solar	solar	ADJ
essd-673	80	18	irradiation	irradiation	NOUN
essd-673	80	19	and	and	CCONJ
essd-673	80	20	temperature	temperature	NOUN
essd-673	80	21	,	,	PUNCT
essd-673	80	22	can	can	AUX
essd-673	80	23	be	be	AUX
essd-673	80	24	modeled	model	VERB
essd-673	80	25	using	use	VERB
essd-673	80	26	equation	equation	NOUN
essd-673	80	27	(	(	PUNCT
essd-673	80	28	2	2	NUM
essd-673	80	29	)	)	PUNCT
essd-673	80	30	.	.	PUNCT
essd-673	81	1	𝐸𝑃𝑉	𝐸𝑃𝑉	NOUN
essd-673	81	2	=	=	PUNCT
essd-673	81	3	𝑇ℎ𝑟	𝑇ℎ𝑟	PROPN
essd-673	81	4	∑	∑	PUNCT
essd-673	81	5	𝑃(𝑇	𝑃(𝑇	PROPN
essd-673	81	6	,	,	PUNCT
essd-673	81	7	𝐺	𝐺	NOUN
essd-673	81	8	)	)	PUNCT
essd-673	81	9	𝐺𝑚𝑎𝑥,𝑇𝑚𝑎𝑥	𝐺𝑚𝑎𝑥,𝑇𝑚𝑎𝑥	PRON
essd-673	81	10	𝐺𝑚𝑖𝑛,𝑇𝑚𝑖𝑛	𝐺𝑚𝑖𝑛,𝑇𝑚𝑖𝑛	NOUN
essd-673	81	11	(	(	PUNCT
essd-673	81	12	2	2	NUM
essd-673	81	13	)	)	PUNCT
essd-673	81	14	where	where	SCONJ
essd-673	81	15	epv	epv	ADV
essd-673	81	16	is	be	AUX
essd-673	81	17	the	the	DET
essd-673	81	18	energy	energy	NOUN
essd-673	81	19	production	production	NOUN
essd-673	81	20	per	per	ADP
essd-673	81	21	year	year	NOUN
essd-673	81	22	of	of	ADP
essd-673	81	23	pv	pv	NOUN
essd-673	81	24	module	module	NOUN
essd-673	81	25	,	,	PUNCT
essd-673	81	26	thr	thr	PROPN
essd-673	81	27	represents	represent	VERB
essd-673	81	28	time	time	NOUN
essd-673	81	29	(	(	PUNCT
essd-673	81	30	hours	hour	NOUN
essd-673	81	31	)	)	PUNCT
essd-673	81	32	through	through	ADP
essd-673	81	33	which	which	PRON
essd-673	81	34	the	the	DET
essd-673	81	35	sun	sun	NOUN
essd-673	81	36	hits	hit	VERB
essd-673	81	37	the	the	DET
essd-673	81	38	pv	pv	NOUN
essd-673	81	39	modules	module	NOUN
essd-673	81	40	and	and	CCONJ
essd-673	81	41	p(t	p(t	NOUN
essd-673	81	42	,	,	PUNCT
essd-673	81	43	g	g	NOUN
essd-673	81	44	)	)	PUNCT
essd-673	81	45	represents	represent	VERB
essd-673	81	46	the	the	DET
essd-673	81	47	pv	pv	PROPN
essd-673	81	48	modules	module	NOUN
essd-673	81	49	output	output	NOUN
essd-673	81	50	power	power	NOUN
essd-673	81	51	at	at	ADP
essd-673	81	52	a	a	DET
essd-673	81	53	solar	solar	ADJ
essd-673	81	54	irradiation	irradiation	NOUN
essd-673	81	55	g	g	NOUN
essd-673	81	56	and	and	CCONJ
essd-673	81	57	temperature	temperature	NOUN
essd-673	81	58	t	t	PROPN
essd-673	81	59	of	of	ADP
essd-673	81	60	hourly	hourly	ADJ
essd-673	81	61	average	average	ADJ
essd-673	81	62	values	value	NOUN
essd-673	81	63	,	,	PUNCT
essd-673	81	64	which	which	PRON
essd-673	81	65	is	be	AUX
essd-673	81	66	calculated	calculate	VERB
essd-673	81	67	using	use	VERB
essd-673	81	68	equation	equation	NOUN
essd-673	81	69	(	(	PUNCT
essd-673	81	70	3	3	NUM
essd-673	81	71	)	)	PUNCT
essd-673	81	72	(	(	PUNCT
essd-673	81	73	mohamed	mohamed	PROPN
essd-673	81	74	&	&	CCONJ
essd-673	81	75	koivo	koivo	PROPN
essd-673	81	76	,	,	PUNCT
essd-673	81	77	2011	2011	NUM
essd-673	81	78	)	)	PUNCT
essd-673	81	79	.	.	PUNCT
essd-673	82	1	𝑃𝑃𝑉(𝑇	𝑃𝑃𝑉(𝑇	PROPN
essd-673	82	2	,	,	PUNCT
essd-673	82	3	𝐺	𝐺	NOUN
essd-673	82	4	)	)	PUNCT
essd-673	82	5	=	=	SYM
essd-673	83	1	𝑃𝑆𝑇𝐶	𝑃𝑆𝑇𝐶	PROPN
essd-673	83	2	𝐺𝐼𝑁𝐺	𝐺𝐼𝑁𝐺	ADJ
essd-673	83	3	𝐺𝑆𝑇𝐶	𝐺𝑆𝑇𝐶	PROPN
essd-673	83	4	(	(	PUNCT
essd-673	83	5	1	1	NUM
essd-673	83	6	+	+	NUM
essd-673	83	7	𝑘(𝑇𝑐	𝑘(𝑇𝑐	PROPN
essd-673	83	8	−	−	PROPN
essd-673	83	9	𝑇𝑟	𝑇𝑟	NOUN
essd-673	83	10	)	)	PUNCT
essd-673	83	11	)	)	PUNCT
essd-673	83	12	(	(	PUNCT
essd-673	83	13	3	3	X
essd-673	83	14	)	)	PUNCT
essd-673	83	15	where	where	SCONJ
essd-673	83	16	ppv(t	ppv(t	PROPN
essd-673	83	17	,	,	PUNCT
essd-673	83	18	g	g	NOUN
essd-673	83	19	)	)	PUNCT
essd-673	83	20	represents	represent	VERB
essd-673	83	21	the	the	DET
essd-673	83	22	pv	pv	NOUN
essd-673	83	23	power	power	NOUN
essd-673	83	24	at	at	ADP
essd-673	83	25	incident	incident	NOUN
essd-673	83	26	irradiance	irradiance	NOUN
essd-673	83	27	and	and	CCONJ
essd-673	83	28	temperature	temperature	NOUN
essd-673	83	29	,	,	PUNCT
essd-673	83	30	pstc	pstc	PROPN
essd-673	83	31	represents	represent	VERB
essd-673	83	32	the	the	DET
essd-673	83	33	maximum	maximum	ADJ
essd-673	83	34	power	power	NOUN
essd-673	83	35	for	for	ADP
essd-673	83	36	the	the	DET
essd-673	83	37	pv	pv	NOUN
essd-673	83	38	at	at	ADP
essd-673	83	39	stc	stc	NOUN
essd-673	83	40	,	,	PUNCT
essd-673	83	41	ging	ging	NOUN
essd-673	83	42	is	be	AUX
essd-673	83	43	the	the	DET
essd-673	83	44	fallen	fallen	ADJ
essd-673	83	45	irradiation	irradiation	NOUN
essd-673	83	46	,	,	PUNCT
essd-673	83	47	gstc	gstc	NOUN
essd-673	83	48	represents	represent	VERB
essd-673	83	49	the	the	DET
essd-673	83	50	irradiation	irradiation	NOUN
essd-673	83	51	at	at	ADP
essd-673	83	52	stc	stc	NOUN
essd-673	83	53	(	(	PUNCT
essd-673	83	54	1000w	1000w	NUM
essd-673	83	55	/	/	SYM
essd-673	83	56	m2	m2	PROPN
essd-673	83	57	)	)	PUNCT
essd-673	83	58	,	,	PUNCT
essd-673	83	59	k	k	PROPN
essd-673	83	60	is	be	AUX
essd-673	83	61	the	the	DET
essd-673	83	62	power	power	NOUN
essd-673	83	63	temperature	temperature	NOUN
essd-673	83	64	coefficient	coefficient	NOUN
essd-673	83	65	(	(	PUNCT
essd-673	83	66	0.5	0.5	NUM
essd-673	83	67	%	%	NOUN
essd-673	83	68	/co	/co	PUNCT
essd-673	83	69	)	)	PUNCT
essd-673	83	70	,	,	PUNCT
essd-673	83	71	tc	tc	PROPN
essd-673	83	72	is	be	AUX
essd-673	83	73	the	the	DET
essd-673	83	74	cell	cell	NOUN
essd-673	83	75	temperature	temperature	NOUN
essd-673	83	76	,	,	PUNCT
essd-673	83	77	and	and	CCONJ
essd-673	83	78	tr	tr	PRON
essd-673	83	79	is	be	AUX
essd-673	83	80	the	the	DET
essd-673	83	81	reference	reference	NOUN
essd-673	83	82	temperature	temperature	NOUN
essd-673	83	83	.	.	PUNCT
essd-673	84	1	2.3	2.3	NUM
essd-673	84	2	.	.	PUNCT
essd-673	84	3	dg	dg	AUX
essd-673	84	4	modeling	model	VERB
essd-673	84	5	the	the	DET
essd-673	84	6	conventional	conventional	ADJ
essd-673	84	7	roles	role	NOUN
essd-673	84	8	for	for	ADP
essd-673	84	9	diesel	diesel	NOUN
essd-673	84	10	generations	generation	NOUN
essd-673	84	11	have	have	AUX
essd-673	84	12	been	be	AUX
essd-673	84	13	the	the	DET
essd-673	84	14	condition	condition	NOUN
essd-673	84	15	of	of	ADP
essd-673	84	16	peak	peak	NOUN
essd-673	84	17	shaving	shaving	NOUN
essd-673	84	18	and	and	CCONJ
essd-673	84	19	stand	stand	VERB
essd-673	84	20	-	-	PUNCT
essd-673	84	21	by	by	ADP
essd-673	84	22	power	power	NOUN
essd-673	84	23	(	(	PUNCT
essd-673	84	24	mohamed	mohamed	PROPN
essd-673	84	25	el	el	PROPN
essd-673	84	26	al	al	PROPN
essd-673	84	27	.	.	PROPN
essd-673	84	28	,	,	PUNCT
essd-673	84	29	2011	2011	NUM
essd-673	84	30	)	)	PUNCT
essd-673	84	31	.	.	PUNCT
essd-673	85	1	in	in	ADP
essd-673	85	2	this	this	DET
essd-673	85	3	paper	paper	NOUN
essd-673	85	4	,	,	PUNCT
essd-673	85	5	dgs	dgs	PROPN
essd-673	85	6	are	be	AUX
essd-673	85	7	supposed	suppose	VERB
essd-673	85	8	for	for	ADP
essd-673	85	9	sharing	share	VERB
essd-673	85	10	the	the	DET
essd-673	85	11	wind	wind	NOUN
essd-673	85	12	/	/	SYM
essd-673	85	13	pv	pv	NOUN
essd-673	85	14	generations	generation	NOUN
essd-673	85	15	for	for	ADP
essd-673	85	16	feeding	feed	VERB
essd-673	85	17	the	the	DET
essd-673	85	18	load	load	NOUN
essd-673	85	19	demand	demand	NOUN
essd-673	85	20	.	.	PUNCT
essd-673	86	1	dgs	dgs	NOUN
essd-673	86	2	powers	power	NOUN
essd-673	86	3	are	be	AUX
essd-673	86	4	related	relate	VERB
essd-673	86	5	to	to	ADP
essd-673	86	6	their	their	PRON
essd-673	86	7	fuel	fuel	NOUN
essd-673	86	8	consumption	consumption	NOUN
essd-673	86	9	(	(	PUNCT
essd-673	86	10	fc	fc	INTJ
essd-673	86	11	)	)	PUNCT
essd-673	86	12	.	.	PUNCT
essd-673	87	1	this	this	PRON
essd-673	87	2	means	mean	VERB
essd-673	87	3	that	that	SCONJ
essd-673	87	4	they	they	PRON
essd-673	87	5	are	be	AUX
essd-673	87	6	characterized	characterize	VERB
essd-673	87	7	by	by	ADP
essd-673	87	8	their	their	PRON
essd-673	87	9	efficiency	efficiency	NOUN
essd-673	87	10	and	and	CCONJ
essd-673	87	11	fuel	fuel	NOUN
essd-673	87	12	consumption	consumption	NOUN
essd-673	87	13	.	.	PUNCT
essd-673	88	1	the	the	DET
essd-673	88	2	dgs	dgs	PROPN
essd-673	88	3	operate	operate	VERB
essd-673	88	4	between	between	ADP
essd-673	88	5	80	80	NUM
essd-673	88	6	and	and	CCONJ
essd-673	88	7	100	100	NUM
essd-673	88	8	percent	percent	NOUN
essd-673	88	9	of	of	ADP
essd-673	88	10	their	their	PRON
essd-673	88	11	nominal	nominal	ADJ
essd-673	88	12	powers	power	NOUN
essd-673	88	13	for	for	ADP
essd-673	88	14	obtaining	obtain	VERB
essd-673	88	15	higher	high	ADJ
essd-673	88	16	efficiency	efficiency	NOUN
essd-673	88	17	use	use	NOUN
essd-673	88	18	(	(	PUNCT
essd-673	88	19	hassan	hassan	PROPN
essd-673	88	20	,	,	PUNCT
essd-673	88	21	saadawi	saadawi	NOUN
essd-673	88	22	,	,	PUNCT
essd-673	88	23	kandil	kandil	PROPN
essd-673	88	24	,	,	PUNCT
essd-673	88	25	&	&	CCONJ
essd-673	88	26	saeed	saeed	PROPN
essd-673	88	27	,	,	PUNCT
essd-673	88	28	2015	2015	NUM
essd-673	88	29	)	)	PUNCT
essd-673	88	30	.	.	PUNCT
essd-673	89	1	the	the	DET
essd-673	89	2	energy	energy	NOUN
essd-673	89	3	that	that	PRON
essd-673	89	4	can	can	AUX
essd-673	89	5	be	be	AUX
essd-673	89	6	generated	generate	VERB
essd-673	89	7	by	by	ADP
essd-673	89	8	a	a	DET
essd-673	89	9	dg	dg	NOUN
essd-673	89	10	is	be	AUX
essd-673	89	11	determined	determine	VERB
essd-673	89	12	by	by	ADP
essd-673	89	13	using	use	VERB
essd-673	89	14	the	the	DET
essd-673	89	15	following	follow	VERB
essd-673	89	16	equation	equation	NOUN
essd-673	89	17	(	(	PUNCT
essd-673	89	18	4	4	NUM
essd-673	89	19	)	)	PUNCT
essd-673	89	20	(	(	PUNCT
essd-673	89	21	bilal	bilal	PROPN
essd-673	89	22	et	et	PROPN
essd-673	89	23	al	al	PROPN
essd-673	89	24	.	.	PROPN
essd-673	89	25	,	,	PUNCT
essd-673	89	26	2012	2012	NUM
essd-673	89	27	):	):	PUNCT
essd-673	89	28	𝐸𝐷𝐺(𝑡	𝐸𝐷𝐺(𝑡	NUM
essd-673	89	29	)	)	PUNCT
essd-673	89	30	=	=	SYM
essd-673	89	31	𝑃𝐷𝐺(𝑡	𝑃𝐷𝐺(𝑡	NUM
essd-673	89	32	)	)	PUNCT
essd-673	89	33	.	.	PUNCT
essd-673	90	1	𝜂𝐷𝐺	𝜂𝐷𝐺	X
essd-673	90	2	.	.	PUNCT
essd-673	91	1	𝑇ℎ𝑟	𝑇ℎ𝑟	PROPN
essd-673	91	2	(	(	PUNCT
essd-673	91	3	4	4	NUM
essd-673	91	4	)	)	PUNCT
essd-673	91	5	https://www.infona.pl/contributor/0@bwmeta1.element.elsevier-4e7f01b1-d1d5-3a17-ab9f-f5afb5cfdb2e/tab/publications	https://www.infona.pl/contributor/0@bwmeta1.element.elsevier-4e7f01b1-d1d5-3a17-ab9f-f5afb5cfdb2e/tab/publication	NOUN
essd-673	91	6	abde	abde	ADP
essd-673	91	7	-	-	PUNCT
essd-673	91	8	hamed/	hamed/	NUM
essd-673	91	9	environmental	environmental	ADJ
essd-673	91	10	science	science	NOUN
essd-673	91	11	and	and	CCONJ
essd-673	91	12	sustainable	sustainable	ADJ
essd-673	91	13	development	development	NOUN
essd-673	91	14	pg	pg	NOUN
essd-673	91	15	.	.	PROPN
essd-673	91	16	5	5	NUM
essd-673	91	17	where	where	SCONJ
essd-673	91	18	edg	edg	NOUN
essd-673	91	19	is	be	AUX
essd-673	91	20	the	the	DET
essd-673	91	21	dg	dg	PROPN
essd-673	91	22	energy	energy	NOUN
essd-673	91	23	per	per	ADP
essd-673	91	24	year	year	NOUN
essd-673	91	25	in	in	ADP
essd-673	91	26	kwh	kwh	PROPN
essd-673	91	27	,	,	PUNCT
essd-673	91	28	pdg	pdg	PROPN
essd-673	91	29	is	be	AUX
essd-673	91	30	the	the	DET
essd-673	91	31	dg	dg	NOUN
essd-673	91	32	rating	rating	NOUN
essd-673	91	33	power	power	NOUN
essd-673	91	34	,	,	PUNCT
essd-673	91	35	𝜂𝐷𝐺	𝜂𝐷𝐺	VERB
essd-673	91	36	is	be	AUX
essd-673	91	37	the	the	DET
essd-673	91	38	dg	dg	NOUN
essd-673	91	39	efficiency	efficiency	NOUN
essd-673	91	40	,	,	PUNCT
essd-673	91	41	and	and	CCONJ
essd-673	91	42	thr	thr	PROPN
essd-673	91	43	represents	represent	VERB
essd-673	91	44	its	its	PRON
essd-673	91	45	hours	hour	NOUN
essd-673	91	46	of	of	ADP
essd-673	91	47	operations	operation	NOUN
essd-673	91	48	.	.	PUNCT
essd-673	92	1	the	the	DET
essd-673	92	2	fuel	fuel	NOUN
essd-673	92	3	consumption	consumption	NOUN
essd-673	92	4	of	of	ADP
essd-673	92	5	a	a	DET
essd-673	92	6	dg	dg	NOUN
essd-673	92	7	depends	depend	VERB
essd-673	92	8	on	on	ADP
essd-673	92	9	both	both	CCONJ
essd-673	92	10	the	the	DET
essd-673	92	11	load	load	NOUN
essd-673	92	12	and	and	CCONJ
essd-673	92	13	the	the	DET
essd-673	92	14	size	size	NOUN
essd-673	92	15	of	of	ADP
essd-673	92	16	generator	generator	PROPN
essd-673	92	17	.	.	PUNCT
essd-673	93	1	hourly	hourly	ADJ
essd-673	93	2	fuel	fuel	NOUN
essd-673	93	3	consumption	consumption	NOUN
essd-673	93	4	is	be	AUX
essd-673	93	5	given	give	VERB
essd-673	93	6	by	by	ADP
essd-673	93	7	equation	equation	NOUN
essd-673	93	8	(	(	PUNCT
essd-673	93	9	5	5	NUM
essd-673	93	10	)	)	PUNCT
essd-673	93	11	(	(	PUNCT
essd-673	93	12	hassan	hassan	PROPN
essd-673	93	13	et	et	PROPN
essd-673	93	14	al	al	PROPN
essd-673	93	15	.	.	PROPN
essd-673	93	16	,	,	PUNCT
essd-673	93	17	2016	2016	NUM
essd-673	93	18	)	)	PUNCT
essd-673	93	19	.	.	PUNCT
essd-673	94	1	𝐹𝐶(𝑡	𝐹𝐶(𝑡	VERB
essd-673	94	2	)	)	PUNCT
essd-673	94	3	=	=	SYM
essd-673	94	4	𝑎.	𝑎.	NOUN
essd-673	94	5	𝑃𝑜(𝑡	𝑃𝑜(𝑡	NOUN
essd-673	94	6	)	)	PUNCT
essd-673	95	1	+	+	CCONJ
essd-673	95	2	𝑏.	𝑏.	ADJ
essd-673	95	3	𝑃𝑛	𝑃𝑛	NOUN
essd-673	95	4	(	(	PUNCT
essd-673	95	5	5	5	NUM
essd-673	95	6	)	)	PUNCT
essd-673	95	7	where	where	SCONJ
essd-673	95	8	,	,	PUNCT
essd-673	95	9	(	(	PUNCT
essd-673	95	10	a	a	PRON
essd-673	95	11	&	&	CCONJ
essd-673	95	12	b	b	NOUN
essd-673	95	13	)	)	PUNCT
essd-673	95	14	represents	represent	VERB
essd-673	95	15	the	the	DET
essd-673	95	16	coefficients	coefficient	NOUN
essd-673	95	17	for	for	ADP
essd-673	95	18	the	the	DET
essd-673	95	19	fuel	fuel	NOUN
essd-673	95	20	consumption	consumption	NOUN
essd-673	95	21	curve	curve	NOUN
essd-673	95	22	and	and	CCONJ
essd-673	95	23	(	(	PUNCT
essd-673	95	24	po	po	PROPN
essd-673	95	25	&	&	CCONJ
essd-673	95	26	pn	pn	PROPN
essd-673	95	27	)	)	PUNCT
essd-673	95	28	are	be	AUX
essd-673	95	29	power	power	NOUN
essd-673	95	30	output	output	NOUN
essd-673	95	31	and	and	CCONJ
essd-673	95	32	nominal	nominal	ADJ
essd-673	95	33	rating	rating	NOUN
essd-673	95	34	of	of	ADP
essd-673	95	35	the	the	DET
essd-673	95	36	dg	dg	NOUN
essd-673	95	37	.	.	PUNCT
essd-673	96	1	in	in	ADP
essd-673	96	2	this	this	DET
essd-673	96	3	paper	paper	NOUN
essd-673	96	4	,	,	PUNCT
essd-673	96	5	a	a	PRON
essd-673	96	6	is	be	AUX
essd-673	96	7	taken	take	VERB
essd-673	96	8	to	to	PART
essd-673	96	9	be	be	AUX
essd-673	96	10	0.081451	0.081451	NUM
essd-673	96	11	l	l	NOUN
essd-673	96	12	/	/	SYM
essd-673	96	13	kwh	kwh	NOUN
essd-673	96	14	while	while	SCONJ
essd-673	96	15	b	b	NOUN
essd-673	96	16	is	be	AUX
essd-673	96	17	taken	take	VERB
essd-673	96	18	to	to	PART
essd-673	96	19	be	be	AUX
essd-673	96	20	0.2461	0.2461	NUM
essd-673	96	21	l	l	NOUN
essd-673	96	22	/	/	SYM
essd-673	96	23	kwh	kwh	NOUN
essd-673	96	24	(	(	PUNCT
essd-673	96	25	hassan	hassan	PROPN
essd-673	96	26	et	et	PROPN
essd-673	96	27	al	al	PROPN
essd-673	96	28	.	.	PROPN
essd-673	96	29	,	,	PUNCT
essd-673	96	30	2016	2016	NUM
essd-673	96	31	)	)	PUNCT
essd-673	96	32	.	.	PUNCT
essd-673	97	1	the	the	DET
essd-673	97	2	total	total	ADJ
essd-673	97	3	co2	co2	NOUN
essd-673	97	4	emission	emission	NOUN
essd-673	97	5	amount	amount	NOUN
essd-673	97	6	can	can	AUX
essd-673	97	7	be	be	AUX
essd-673	97	8	determined	determine	VERB
essd-673	97	9	using	use	VERB
essd-673	97	10	the	the	DET
essd-673	97	11	following	follow	VERB
essd-673	97	12	equation	equation	NOUN
essd-673	97	13	(	(	PUNCT
essd-673	97	14	6	6	NUM
essd-673	97	15	)	)	PUNCT
essd-673	97	16	(	(	PUNCT
essd-673	97	17	hassan	hassan	PROPN
essd-673	97	18	et	et	PROPN
essd-673	97	19	al	al	PROPN
essd-673	97	20	.	.	PROPN
essd-673	97	21	,	,	PUNCT
essd-673	97	22	2016	2016	NUM
essd-673	97	23	):	):	PUNCT
essd-673	97	24	𝑄𝑐𝑜2	𝑄𝑐𝑜2	PROPN
essd-673	97	25	=	=	SYM
essd-673	97	26	𝐹𝐶	𝐹𝐶	PROPN
essd-673	97	27	.	.	PUNCT
essd-673	98	1	𝐸𝐹	𝐸𝐹	PROPN
essd-673	98	2	(	(	PUNCT
essd-673	98	3	6	6	NUM
essd-673	98	4	)	)	PUNCT
essd-673	98	5	where	where	SCONJ
essd-673	98	6	qco2	qco2	PROPN
essd-673	98	7	is	be	AUX
essd-673	98	8	the	the	DET
essd-673	98	9	total	total	ADJ
essd-673	98	10	co2	co2	NOUN
essd-673	98	11	emission	emission	NOUN
essd-673	98	12	amount	amount	NOUN
essd-673	98	13	in	in	ADP
essd-673	98	14	(	(	PUNCT
essd-673	98	15	kg	kg	X
essd-673	98	16	)	)	PUNCT
essd-673	98	17	,	,	PUNCT
essd-673	98	18	fc	fc	PROPN
essd-673	98	19	is	be	AUX
essd-673	98	20	the	the	DET
essd-673	98	21	fuel	fuel	NOUN
essd-673	98	22	consumption	consumption	NOUN
essd-673	98	23	in	in	ADP
essd-673	98	24	(	(	PUNCT
essd-673	98	25	kwh	kwh	NOUN
essd-673	98	26	)	)	PUNCT
essd-673	98	27	and	and	CCONJ
essd-673	98	28	ef	ef	PROPN
essd-673	98	29	represents	represent	VERB
essd-673	98	30	the	the	DET
essd-673	98	31	emission	emission	NOUN
essd-673	98	32	factor	factor	NOUN
essd-673	98	33	for	for	ADP
essd-673	98	34	the	the	DET
essd-673	98	35	fuel	fuel	NOUN
essd-673	98	36	used	use	VERB
essd-673	98	37	in	in	ADP
essd-673	98	38	kg	kg	PROPN
essd-673	98	39	/	/	SYM
essd-673	98	40	kwh	kwh	PROPN
essd-673	98	41	.	.	PUNCT
essd-673	99	1	for	for	ADP
essd-673	99	2	the	the	DET
essd-673	99	3	diesel	diesel	NOUN
essd-673	99	4	fuel	fuel	NOUN
essd-673	99	5	considered	consider	VERB
essd-673	99	6	in	in	ADP
essd-673	99	7	this	this	DET
essd-673	99	8	article	article	NOUN
essd-673	99	9	,	,	PUNCT
essd-673	99	10	the	the	DET
essd-673	99	11	default	default	NOUN
essd-673	99	12	co2	co2	NOUN
essd-673	99	13	emission	emission	NOUN
essd-673	99	14	factor	factor	NOUN
essd-673	99	15	is	be	AUX
essd-673	99	16	0.705	0.705	NUM
essd-673	99	17	kg	kg	NOUN
essd-673	99	18	/	/	SYM
essd-673	99	19	kwh	kwh	PROPN
essd-673	99	20	(	(	PUNCT
essd-673	99	21	hassan	hassan	PROPN
essd-673	99	22	et	et	PROPN
essd-673	99	23	al	al	PROPN
essd-673	99	24	.	.	PROPN
essd-673	99	25	,	,	PUNCT
essd-673	99	26	2016	2016	NUM
essd-673	99	27	)	)	PUNCT
essd-673	99	28	.	.	PUNCT
essd-673	100	1	usage	usage	NOUN
essd-673	100	2	of	of	ADP
essd-673	100	3	a	a	DET
essd-673	100	4	dg	dg	NOUN
essd-673	100	5	is	be	AUX
essd-673	100	6	not	not	PART
essd-673	100	7	in	in	ADP
essd-673	100	8	line	line	NOUN
essd-673	100	9	with	with	ADP
essd-673	100	10	prevention	prevention	NOUN
essd-673	100	11	of	of	ADP
essd-673	100	12	air	air	NOUN
essd-673	100	13	-	-	PUNCT
essd-673	100	14	pollution	pollution	NOUN
essd-673	100	15	and	and	CCONJ
essd-673	100	16	minimization	minimization	NOUN
essd-673	100	17	of	of	ADP
essd-673	100	18	co2	co2	NOUN
essd-673	100	19	emission	emission	NOUN
essd-673	100	20	.	.	PUNCT
essd-673	101	1	a	a	DET
essd-673	101	2	gas	gas	NOUN
essd-673	101	3	microturbine	microturbine	NOUN
essd-673	101	4	will	will	AUX
essd-673	101	5	be	be	AUX
essd-673	101	6	more	more	ADV
essd-673	101	7	environmentally	environmentally	ADV
essd-673	101	8	friendly	friendly	ADJ
essd-673	101	9	solution	solution	NOUN
essd-673	101	10	but	but	CCONJ
essd-673	101	11	it	it	PRON
essd-673	101	12	is	be	AUX
essd-673	101	13	not	not	PART
essd-673	101	14	practical	practical	ADJ
essd-673	101	15	to	to	PART
essd-673	101	16	be	be	AUX
essd-673	101	17	used	use	VERB
essd-673	101	18	in	in	ADP
essd-673	101	19	our	our	PRON
essd-673	101	20	location	location	NOUN
essd-673	101	21	and	and	CCONJ
essd-673	101	22	its	its	PRON
essd-673	101	23	cost	cost	NOUN
essd-673	101	24	is	be	AUX
essd-673	101	25	higher	high	ADJ
essd-673	101	26	besides	besides	SCONJ
essd-673	101	27	its	its	PRON
essd-673	101	28	complex	complex	ADJ
essd-673	101	29	design	design	NOUN
essd-673	101	30	.	.	PUNCT
essd-673	102	1	a	a	DET
essd-673	102	2	tax	tax	NOUN
essd-673	102	3	on	on	ADP
essd-673	102	4	co2	co2	NOUN
essd-673	102	5	levels	level	NOUN
essd-673	102	6	of	of	ADP
essd-673	102	7	emissions	emission	NOUN
essd-673	102	8	in	in	ADP
essd-673	102	9	any	any	DET
essd-673	102	10	sector	sector	NOUN
essd-673	102	11	did	do	AUX
essd-673	102	12	not	not	PART
essd-673	102	13	yet	yet	ADV
essd-673	102	14	applied	apply	VERB
essd-673	102	15	by	by	ADP
essd-673	102	16	whether	whether	SCONJ
essd-673	102	17	industrial	industrial	ADJ
essd-673	102	18	or	or	CCONJ
essd-673	102	19	energy	energy	NOUN
essd-673	102	20	production	production	NOUN
essd-673	102	21	in	in	ADP
essd-673	102	22	the	the	DET
essd-673	102	23	site	site	NOUN
essd-673	102	24	of	of	ADP
essd-673	102	25	the	the	DET
essd-673	102	26	proposed	proposed	ADJ
essd-673	102	27	mg	mg	PROPN
essd-673	102	28	.	.	PUNCT
essd-673	103	1	however	however	ADV
essd-673	103	2	,	,	PUNCT
essd-673	103	3	the	the	DET
essd-673	103	4	department	department	PROPN
essd-673	103	5	of	of	ADP
essd-673	103	6	environment	environment	NOUN
essd-673	103	7	stated	state	VERB
essd-673	103	8	,	,	PUNCT
essd-673	103	9	depending	depend	VERB
essd-673	103	10	on	on	ADP
essd-673	103	11	the	the	DET
essd-673	103	12	environmental	environmental	ADJ
essd-673	103	13	law4	law4	NOUN
essd-673	103	14	of	of	ADP
essd-673	103	15	1994	1994	NUM
essd-673	103	16	,	,	PUNCT
essd-673	103	17	that	that	SCONJ
essd-673	103	18	there	there	PRON
essd-673	103	19	is	be	VERB
essd-673	103	20	a	a	DET
essd-673	103	21	need	need	NOUN
essd-673	103	22	to	to	PART
essd-673	103	23	force	force	VERB
essd-673	103	24	such	such	DET
essd-673	103	25	a	a	DET
essd-673	103	26	tax	tax	NOUN
essd-673	103	27	for	for	ADP
essd-673	103	28	emissions	emission	NOUN
essd-673	103	29	per	per	ADP
essd-673	103	30	year	year	NOUN
essd-673	103	31	of	of	ADP
essd-673	103	32	that	that	DET
essd-673	103	33	pollutant	pollutant	ADJ
essd-673	103	34	and	and	CCONJ
essd-673	103	35	harmful	harmful	ADJ
essd-673	103	36	gas	gas	NOUN
essd-673	103	37	.	.	PUNCT
essd-673	104	1	the	the	DET
essd-673	104	2	department	department	PROPN
essd-673	104	3	of	of	ADP
essd-673	104	4	environment	environment	NOUN
essd-673	104	5	enumerated	enumerate	VERB
essd-673	104	6	these	these	DET
essd-673	104	7	ratings	rating	NOUN
essd-673	104	8	according	accord	VERB
essd-673	104	9	to	to	ADP
essd-673	104	10	european	european	ADJ
essd-673	104	11	standards	standard	NOUN
essd-673	104	12	.	.	PUNCT
essd-673	105	1	2.4	2.4	NUM
essd-673	105	2	.	.	PUNCT
essd-673	105	3	battery	battery	NOUN
essd-673	105	4	modeling	modeling	NOUN
essd-673	105	5	battery	battery	NOUN
essd-673	105	6	is	be	AUX
essd-673	105	7	defined	define	VERB
essd-673	105	8	as	as	ADP
essd-673	105	9	an	an	DET
essd-673	105	10	electro	electro	ADJ
essd-673	105	11	-	-	PUNCT
essd-673	105	12	chemical	chemical	NOUN
essd-673	105	13	device	device	NOUN
essd-673	105	14	that	that	PRON
essd-673	105	15	stores	store	VERB
essd-673	105	16	the	the	DET
essd-673	105	17	electrical	electrical	ADJ
essd-673	105	18	energy	energy	NOUN
essd-673	105	19	from	from	ADP
essd-673	105	20	ac	ac	PROPN
essd-673	105	21	or	or	CCONJ
essd-673	105	22	dc	dc	PROPN
essd-673	105	23	units	unit	NOUN
essd-673	105	24	of	of	ADP
essd-673	105	25	mg	mg	PROPN
essd-673	105	26	for	for	ADP
essd-673	105	27	later	later	ADJ
essd-673	105	28	use	use	NOUN
essd-673	105	29	.	.	PUNCT
essd-673	106	1	since	since	SCONJ
essd-673	106	2	the	the	DET
essd-673	106	3	output	output	NOUN
essd-673	106	4	of	of	ADP
essd-673	106	5	the	the	DET
essd-673	106	6	renewable	renewable	ADJ
essd-673	106	7	sources	source	NOUN
essd-673	106	8	of	of	ADP
essd-673	106	9	the	the	DET
essd-673	106	10	mg	mg	PROPN
essd-673	106	11	is	be	AUX
essd-673	106	12	a	a	DET
essd-673	106	13	random	random	ADJ
essd-673	106	14	behavior	behavior	NOUN
essd-673	106	15	,	,	PUNCT
essd-673	106	16	the	the	DET
essd-673	106	17	state	state	NOUN
essd-673	106	18	of	of	ADP
essd-673	106	19	charge	charge	NOUN
essd-673	106	20	(	(	PUNCT
essd-673	106	21	soc	soc	NOUN
essd-673	106	22	)	)	PUNCT
essd-673	106	23	of	of	ADP
essd-673	106	24	the	the	DET
essd-673	106	25	battery	battery	NOUN
essd-673	106	26	is	be	AUX
essd-673	106	27	constantly	constantly	ADV
essd-673	106	28	changing	change	VERB
essd-673	106	29	accordingly	accordingly	ADV
essd-673	106	30	in	in	ADP
essd-673	106	31	mg	mg	PROPN
essd-673	106	32	system	system	NOUN
essd-673	106	33	.	.	PUNCT
essd-673	107	1	when	when	SCONJ
essd-673	107	2	the	the	DET
essd-673	107	3	total	total	ADJ
essd-673	107	4	power	power	NOUN
essd-673	107	5	output	output	NOUN
essd-673	107	6	from	from	ADP
essd-673	107	7	the	the	DET
essd-673	107	8	wts	wts	PROPN
essd-673	107	9	,	,	PUNCT
essd-673	107	10	pv	pv	NOUN
essd-673	107	11	modules	module	NOUN
essd-673	107	12	is	be	AUX
essd-673	107	13	greater	great	ADJ
essd-673	107	14	than	than	ADP
essd-673	107	15	the	the	DET
essd-673	107	16	load	load	NOUN
essd-673	107	17	power	power	NOUN
essd-673	107	18	,	,	PUNCT
essd-673	107	19	the	the	DET
essd-673	107	20	battery	battery	NOUN
essd-673	107	21	is	be	AUX
essd-673	107	22	in	in	ADP
essd-673	107	23	the	the	DET
essd-673	107	24	soc	soc	NOUN
essd-673	107	25	.	.	PUNCT
essd-673	108	1	when	when	SCONJ
essd-673	108	2	the	the	DET
essd-673	108	3	total	total	ADJ
essd-673	108	4	output	output	NOUN
essd-673	108	5	power	power	NOUN
essd-673	108	6	of	of	ADP
essd-673	108	7	the	the	DET
essd-673	108	8	wt	wt	NOUN
essd-673	108	9	and	and	CCONJ
essd-673	108	10	pv	pv	NOUN
essd-673	108	11	modules	module	NOUN
essd-673	108	12	is	be	AUX
essd-673	108	13	less	less	ADJ
essd-673	108	14	than	than	ADP
essd-673	108	15	the	the	DET
essd-673	108	16	load	load	NOUN
essd-673	108	17	power	power	NOUN
essd-673	108	18	,	,	PUNCT
essd-673	108	19	the	the	DET
essd-673	108	20	battery	battery	NOUN
essd-673	108	21	is	be	AUX
essd-673	108	22	in	in	ADP
essd-673	108	23	the	the	DET
essd-673	108	24	discharging	discharge	VERB
essd-673	108	25	state	state	NOUN
essd-673	108	26	.	.	PUNCT
essd-673	109	1	the	the	DET
essd-673	109	2	soc	soc	NOUN
essd-673	109	3	of	of	ADP
essd-673	109	4	battery	battery	PROPN
essd-673	109	5	bank	bank	PROPN
essd-673	109	6	can	can	AUX
essd-673	109	7	be	be	AUX
essd-673	109	8	calculated	calculate	VERB
essd-673	109	9	from	from	ADP
essd-673	109	10	the	the	DET
essd-673	109	11	following	follow	VERB
essd-673	109	12	equation	equation	NOUN
essd-673	109	13	(	(	PUNCT
essd-673	109	14	7	7	NUM
essd-673	109	15	)	)	PUNCT
essd-673	109	16	(	(	PUNCT
essd-673	109	17	wei	wei	PROPN
essd-673	109	18	,	,	PUNCT
essd-673	109	19	2007	2007	NUM
essd-673	109	20	):	):	PUNCT
essd-673	109	21	𝑆𝑂𝐶(𝑡	𝑆𝑂𝐶(𝑡	NUM
essd-673	109	22	)	)	PUNCT
essd-673	109	23	=	=	NOUN
essd-673	109	24	𝑆𝑂𝐶(𝑡	𝑆𝑂𝐶(𝑡	NUM
essd-673	109	25	−	−	NOUN
essd-673	109	26	1	1	NUM
essd-673	109	27	)	)	PUNCT
essd-673	109	28	.	.	PUNCT
essd-673	110	1	(	(	PUNCT
essd-673	110	2	1	1	NUM
essd-673	110	3	−	−	PROPN
essd-673	110	4	𝜎	𝜎	X
essd-673	110	5	)	)	PUNCT
essd-673	110	6	+	+	CCONJ
essd-673	111	1	[	[	X
essd-673	111	2	𝐸𝐺𝑡(𝑡	𝐸𝐺𝑡(𝑡	NOUN
essd-673	111	3	)	)	PUNCT
essd-673	111	4	−	−	PROPN
essd-673	111	5	𝐸𝐿(𝑡	𝐸𝐿(𝑡	ADJ
essd-673	111	6	)	)	PUNCT
essd-673	111	7	𝜂𝑖𝑛𝑣	𝜂𝑖𝑛𝑣	NOUN
essd-673	111	8	]	]	PUNCT
essd-673	111	9	.	.	PUNCT
essd-673	112	1	𝜂𝑏𝑎𝑡	𝜂𝑏𝑎𝑡	PROPN
essd-673	112	2	(	(	PUNCT
essd-673	112	3	7	7	NUM
essd-673	112	4	)	)	PUNCT
essd-673	112	5	where	where	SCONJ
essd-673	112	6	,	,	PUNCT
essd-673	112	7	soc(t	soc(t	PROPN
essd-673	112	8	)	)	PUNCT
essd-673	112	9	and	and	CCONJ
essd-673	112	10	soc(t-1	soc(t-1	PROPN
essd-673	112	11	)	)	PUNCT
essd-673	112	12	are	be	AUX
essd-673	112	13	the	the	DET
essd-673	112	14	battery	battery	NOUN
essd-673	112	15	bank	bank	PROPN
essd-673	112	16	state	state	NOUN
essd-673	112	17	of	of	ADP
essd-673	112	18	charge	charge	NOUN
essd-673	112	19	at	at	ADP
essd-673	112	20	time	time	NOUN
essd-673	112	21	t	t	PROPN
essd-673	112	22	and	and	CCONJ
essd-673	112	23	t-1	t-1	PROPN
essd-673	112	24	,	,	PUNCT
essd-673	112	25	σ	σ	PROPN
essd-673	112	26	is	be	AUX
essd-673	112	27	monthly	monthly	ADJ
essd-673	112	28	self	self	NOUN
essd-673	112	29	-	-	PUNCT
essd-673	112	30	discharging	discharge	VERB
essd-673	112	31	rate	rate	NOUN
essd-673	112	32	,	,	PUNCT
essd-673	112	33	egt(t	egt(t	PROPN
essd-673	112	34	)	)	PUNCT
essd-673	112	35	is	be	AUX
essd-673	112	36	the	the	DET
essd-673	112	37	total	total	ADJ
essd-673	112	38	energy	energy	NOUN
essd-673	112	39	generated	generate	VERB
essd-673	112	40	,	,	PUNCT
essd-673	112	41	el(t	el(t	NOUN
essd-673	112	42	)	)	PUNCT
essd-673	112	43	is	be	AUX
essd-673	112	44	the	the	DET
essd-673	112	45	load	load	NOUN
essd-673	112	46	demand	demand	NOUN
essd-673	112	47	,	,	PUNCT
essd-673	112	48	ηinv	ηinv	NOUN
essd-673	112	49	and	and	CCONJ
essd-673	112	50	ηbat	ηbat	NOUN
essd-673	112	51	are	be	AUX
essd-673	112	52	the	the	DET
essd-673	112	53	efficiency	efficiency	NOUN
essd-673	112	54	of	of	ADP
essd-673	112	55	inverter	inverter	NOUN
essd-673	112	56	and	and	CCONJ
essd-673	112	57	battery	battery	NOUN
essd-673	112	58	.	.	PUNCT
essd-673	113	1	in	in	ADP
essd-673	113	2	this	this	DET
essd-673	113	3	paper	paper	NOUN
essd-673	113	4	,	,	PUNCT
essd-673	113	5	the	the	DET
essd-673	113	6	battery	battery	NOUN
essd-673	113	7	soc	soc	NOUN
essd-673	113	8	model	model	NOUN
essd-673	113	9	is	be	AUX
essd-673	113	10	designed	design	VERB
essd-673	113	11	based	base	VERB
essd-673	113	12	on	on	ADP
essd-673	113	13	the	the	DET
essd-673	113	14	ah	ah	INTJ
essd-673	113	15	method	method	NOUN
essd-673	113	16	.	.	PUNCT
essd-673	114	1	the	the	DET
essd-673	114	2	capacity	capacity	NOUN
essd-673	114	3	of	of	ADP
essd-673	114	4	battery	battery	NOUN
essd-673	114	5	bank	bank	PROPN
essd-673	114	6	(	(	PUNCT
essd-673	114	7	breq	breq	ADJ
essd-673	114	8	)	)	PUNCT
essd-673	114	9	required	require	VERB
essd-673	114	10	for	for	ADP
essd-673	114	11	a	a	DET
essd-673	114	12	mg	mg	PROPN
essd-673	114	13	system	system	NOUN
essd-673	114	14	can	can	AUX
essd-673	114	15	be	be	AUX
essd-673	114	16	calculated	calculate	VERB
essd-673	114	17	using	use	VERB
essd-673	114	18	the	the	DET
essd-673	114	19	following	follow	VERB
essd-673	114	20	equation	equation	NOUN
essd-673	114	21	(	(	PUNCT
essd-673	114	22	8)	8)	NUM
essd-673	114	23	(	(	PUNCT
essd-673	114	24	hassan	hassan	PROPN
essd-673	114	25	et	et	PROPN
essd-673	114	26	al	al	PROPN
essd-673	114	27	.	.	PROPN
essd-673	114	28	,	,	PUNCT
essd-673	114	29	2016	2016	NUM
essd-673	114	30	)	)	PUNCT
essd-673	114	31	.	.	PUNCT
essd-673	115	1	𝐵𝑅𝑒	𝐵𝑅𝑒	PROPN
essd-673	115	2	𝑞	𝑞	X
essd-673	115	3	=	=	PUNCT
essd-673	115	4	𝐿𝐴ℎ/𝑑𝑎𝑦	𝐿𝐴ℎ/𝑑𝑎𝑦	PROPN
essd-673	115	5	.	.	PUNCT
essd-673	116	1	𝑁𝑐	𝑁𝑐	PRON
essd-673	116	2	𝑀𝐷𝐷.	𝑀𝐷𝐷.	NUM
essd-673	117	1	𝐷𝑓	𝐷𝑓	X
essd-673	117	2	(	(	PUNCT
essd-673	117	3	8)	8)	NUM
essd-673	117	4	where	where	SCONJ
essd-673	117	5	lah	lah	PROPN
essd-673	117	6	/	/	SYM
essd-673	117	7	d	d	PROPN
essd-673	117	8	is	be	AUX
essd-673	117	9	the	the	DET
essd-673	117	10	total	total	ADJ
essd-673	117	11	ah	ah	INTJ
essd-673	117	12	consumption	consumption	NOUN
essd-673	117	13	of	of	ADP
essd-673	117	14	the	the	DET
essd-673	117	15	load	load	NOUN
essd-673	117	16	per	per	ADP
essd-673	117	17	day	day	NOUN
essd-673	117	18	,	,	PUNCT
essd-673	117	19	mdd	mdd	PROPN
essd-673	117	20	is	be	AUX
essd-673	117	21	the	the	DET
essd-673	117	22	maximum	maximum	ADJ
essd-673	117	23	discharge	discharge	NOUN
essd-673	117	24	depth	depth	NOUN
essd-673	117	25	and	and	CCONJ
essd-673	117	26	df	df	NOUN
essd-673	117	27	is	be	AUX
essd-673	117	28	the	the	DET
essd-673	117	29	factor	factor	NOUN
essd-673	117	30	of	of	ADP
essd-673	117	31	discharging	discharging	NOUN
essd-673	117	32	and	and	CCONJ
essd-673	117	33	nc	nc	PROPN
essd-673	117	34	represents	represent	VERB
essd-673	117	35	the	the	DET
essd-673	117	36	autonomous	autonomous	ADJ
essd-673	117	37	day	day	NOUN
essd-673	117	38	’s	’s	PART
essd-673	117	39	number	number	NOUN
essd-673	117	40	.	.	PUNCT
essd-673	118	1	abde	abde	PROPN
essd-673	118	2	-	-	PUNCT
essd-673	118	3	hamed/	hamed/	NUM
essd-673	118	4	environmental	environmental	ADJ
essd-673	118	5	science	science	NOUN
essd-673	118	6	and	and	CCONJ
essd-673	118	7	sustainable	sustainable	ADJ
essd-673	118	8	development	development	NOUN
essd-673	118	9	pg	pg	NOUN
essd-673	118	10	.	.	PROPN
essd-673	118	11	6	6	NUM
essd-673	118	12	the	the	DET
essd-673	118	13	number	number	NOUN
essd-673	118	14	of	of	ADP
essd-673	118	15	parallel	parallel	ADJ
essd-673	118	16	connected	connect	VERB
essd-673	118	17	batteries	battery	NOUN
essd-673	118	18	(	(	PUNCT
essd-673	118	19	np	np	INTJ
essd-673	118	20	)	)	PUNCT
essd-673	118	21	for	for	ADP
essd-673	118	22	giving	give	VERB
essd-673	118	23	the	the	DET
essd-673	118	24	ah	ah	INTJ
essd-673	118	25	needed	need	VERB
essd-673	118	26	by	by	ADP
essd-673	118	27	the	the	DET
essd-673	118	28	mg	mg	PROPN
essd-673	118	29	system	system	NOUN
essd-673	118	30	is	be	AUX
essd-673	118	31	determined	determine	VERB
essd-673	118	32	using	use	VERB
essd-673	118	33	equation	equation	NOUN
essd-673	118	34	(	(	PUNCT
essd-673	118	35	9	9	NUM
essd-673	118	36	)	)	PUNCT
essd-673	118	37	,	,	PUNCT
essd-673	118	38	while	while	SCONJ
essd-673	118	39	the	the	DET
essd-673	118	40	number	number	NOUN
essd-673	118	41	of	of	ADP
essd-673	118	42	series	series	NOUN
essd-673	118	43	connected	connect	VERB
essd-673	118	44	batteries	battery	NOUN
essd-673	118	45	(	(	PUNCT
essd-673	118	46	ns	ns	NUM
essd-673	118	47	)	)	PUNCT
essd-673	118	48	for	for	ADP
essd-673	118	49	giving	give	VERB
essd-673	118	50	the	the	DET
essd-673	118	51	system	system	NOUN
essd-673	118	52	voltage	voltage	NOUN
essd-673	118	53	vn	vn	NOUN
essd-673	118	54	is	be	AUX
essd-673	118	55	determined	determine	VERB
essd-673	118	56	using	use	VERB
essd-673	118	57	equation	equation	NOUN
essd-673	118	58	(	(	PUNCT
essd-673	118	59	10	10	NUM
essd-673	118	60	)	)	PUNCT
essd-673	118	61	(	(	PUNCT
essd-673	118	62	yazdanpanah	yazdanpanah	INTJ
essd-673	118	63	,	,	PUNCT
essd-673	118	64	2014	2014	NUM
essd-673	118	65	)	)	PUNCT
essd-673	118	66	.	.	PUNCT
essd-673	119	1	𝑁𝑝	𝑁𝑝	NOUN
essd-673	119	2	=	=	PUNCT
essd-673	119	3	𝐵𝑅𝑒	𝐵𝑅𝑒	NOUN
essd-673	119	4	𝑞	𝑞	X
essd-673	119	5	𝐵𝑐	𝐵𝑐	PROPN
essd-673	119	6	(	(	PUNCT
essd-673	119	7	9	9	NUM
essd-673	119	8	)	)	PUNCT
essd-673	119	9	𝑁𝑠	𝑁𝑠	NOUN
essd-673	119	10	=	=	SYM
essd-673	119	11	𝑉𝑁	𝑉𝑁	PROPN
essd-673	119	12	𝑉𝐵	𝑉𝐵	PROPN
essd-673	119	13	(	(	PUNCT
essd-673	119	14	10	10	NUM
essd-673	119	15	)	)	PUNCT
essd-673	119	16	where	where	SCONJ
essd-673	119	17	breq	breq	ADJ
essd-673	119	18	is	be	AUX
essd-673	119	19	the	the	DET
essd-673	119	20	required	require	VERB
essd-673	119	21	capacity	capacity	NOUN
essd-673	119	22	of	of	ADP
essd-673	119	23	the	the	DET
essd-673	119	24	battery	battery	NOUN
essd-673	119	25	bank	bank	NOUN
essd-673	119	26	in	in	ADP
essd-673	119	27	ah	ah	INTJ
essd-673	119	28	,	,	PUNCT
essd-673	119	29	bc	bc	PROPN
essd-673	119	30	is	be	AUX
essd-673	119	31	the	the	DET
essd-673	119	32	the	the	DET
essd-673	119	33	selected	select	VERB
essd-673	119	34	battery	battery	NOUN
essd-673	119	35	capacity	capacity	NOUN
essd-673	119	36	,	,	PUNCT
essd-673	119	37	vn	vn	PROPN
essd-673	119	38	is	be	AUX
essd-673	119	39	the	the	DET
essd-673	119	40	mg	mg	PROPN
essd-673	119	41	system	system	NOUN
essd-673	119	42	voltage	voltage	NOUN
essd-673	119	43	and	and	CCONJ
essd-673	119	44	vb	vb	NOUN
essd-673	119	45	is	be	AUX
essd-673	119	46	the	the	DET
essd-673	119	47	battery	battery	NOUN
essd-673	119	48	voltage	voltage	NOUN
essd-673	119	49	.	.	PUNCT
essd-673	120	1	the	the	DET
essd-673	120	2	total	total	ADJ
essd-673	120	3	batteries	battery	NOUN
essd-673	120	4	number	number	NOUN
essd-673	120	5	nbt	nbt	VERB
essd-673	120	6	is	be	AUX
essd-673	120	7	obtained	obtain	VERB
essd-673	120	8	as	as	SCONJ
essd-673	120	9	indicated	indicate	VERB
essd-673	120	10	by	by	ADP
essd-673	120	11	equation	equation	NOUN
essd-673	120	12	(	(	PUNCT
essd-673	120	13	11	11	NUM
essd-673	120	14	)	)	PUNCT
essd-673	120	15	.	.	PUNCT
essd-673	121	1	𝑁𝐵𝑇	𝑁𝐵𝑇	NOUN
essd-673	121	2	=	=	PUNCT
essd-673	122	1	𝑁𝑝.	𝑁𝑝.	PROPN
essd-673	122	2	𝑁𝑠	𝑁𝑠	PROPN
essd-673	122	3	(	(	PUNCT
essd-673	122	4	11	11	NUM
essd-673	122	5	)	)	PUNCT
essd-673	122	6	2.5	2.5	NUM
essd-673	122	7	.	.	PUNCT
essd-673	123	1	pv	pv	NOUN
essd-673	123	2	controller	controller	NOUN
essd-673	123	3	modeling	model	VERB
essd-673	123	4	the	the	DET
essd-673	123	5	maximum	maximum	ADJ
essd-673	123	6	power	power	NOUN
essd-673	123	7	point	point	NOUN
essd-673	123	8	tracker	tracker	NOUN
essd-673	123	9	(	(	PUNCT
essd-673	123	10	mppt	mppt	PROPN
essd-673	123	11	)	)	PUNCT
essd-673	123	12	controller	controller	NOUN
essd-673	123	13	is	be	AUX
essd-673	123	14	implemented	implement	VERB
essd-673	123	15	as	as	ADP
essd-673	123	16	a	a	DET
essd-673	123	17	pv	pv	NOUN
essd-673	123	18	controller	controller	NOUN
essd-673	123	19	which	which	PRON
essd-673	123	20	tracks	track	VERB
essd-673	123	21	mpp	mpp	NOUN
essd-673	123	22	of	of	ADP
essd-673	123	23	the	the	DET
essd-673	123	24	pv	pv	NOUN
essd-673	123	25	system	system	NOUN
essd-673	123	26	.	.	PUNCT
essd-673	124	1	this	this	PRON
essd-673	124	2	is	be	AUX
essd-673	124	3	achieved	achieve	VERB
essd-673	124	4	throughout	throughout	ADP
essd-673	124	5	the	the	DET
essd-673	124	6	day	day	NOUN
essd-673	124	7	delivering	deliver	VERB
essd-673	124	8	the	the	DET
essd-673	124	9	maximum	maximum	ADJ
essd-673	124	10	amount	amount	NOUN
essd-673	124	11	of	of	ADP
essd-673	124	12	the	the	DET
essd-673	124	13	available	available	ADJ
essd-673	124	14	solar	solar	ADJ
essd-673	124	15	energy	energy	NOUN
essd-673	124	16	to	to	ADP
essd-673	124	17	the	the	DET
essd-673	124	18	mg	mg	PROPN
essd-673	124	19	system	system	NOUN
essd-673	124	20	.	.	PUNCT
essd-673	125	1	mppt	mppt	PROPN
essd-673	125	2	controller	controller	NOUN
essd-673	125	3	comprises	comprise	VERB
essd-673	125	4	a	a	DET
essd-673	125	5	number	number	NOUN
essd-673	125	6	of	of	ADP
essd-673	125	7	pv	pv	NOUN
essd-673	125	8	controllers	controller	NOUN
essd-673	125	9	needed	need	VERB
essd-673	125	10	for	for	ADP
essd-673	125	11	the	the	DET
essd-673	125	12	mg	mg	PROPN
essd-673	125	13	system	system	NOUN
essd-673	125	14	.	.	PUNCT
essd-673	126	1	the	the	DET
essd-673	126	2	pv	pv	PROPN
essd-673	126	3	controller	controller	NOUN
essd-673	126	4	numbers	number	NOUN
essd-673	126	5	required	require	VERB
essd-673	126	6	for	for	ADP
essd-673	126	7	a	a	DET
essd-673	126	8	pv	pv	NOUN
essd-673	126	9	system	system	NOUN
essd-673	126	10	is	be	AUX
essd-673	126	11	calculated	calculate	VERB
essd-673	126	12	by	by	ADP
essd-673	126	13	using	use	VERB
essd-673	126	14	the	the	DET
essd-673	126	15	equations	equation	NOUN
essd-673	126	16	12	12	NUM
essd-673	126	17	,	,	PUNCT
essd-673	126	18	13	13	NUM
essd-673	126	19	,	,	PUNCT
essd-673	126	20	and	and	CCONJ
essd-673	126	21	14	14	NUM
essd-673	126	22	(	(	PUNCT
essd-673	126	23	hassan	hassan	PROPN
essd-673	126	24	et	et	PROPN
essd-673	126	25	al	al	PROPN
essd-673	126	26	.	.	PROPN
essd-673	126	27	,	,	PUNCT
essd-673	126	28	2016	2016	NUM
essd-673	126	29	)	)	PUNCT
essd-673	126	30	,	,	PUNCT
essd-673	126	31	(	(	PUNCT
essd-673	126	32	hassan	hassan	PROPN
essd-673	126	33	et	et	PROPN
essd-673	126	34	al	al	PROPN
essd-673	126	35	.	.	PROPN
essd-673	126	36	,	,	PUNCT
essd-673	126	37	2015	2015	NUM
essd-673	126	38	)	)	PUNCT
essd-673	126	39	.	.	PUNCT
essd-673	127	1	𝑃𝑝𝑣_𝑅𝑡𝑜𝑡	𝑃𝑝𝑣_𝑅𝑡𝑜𝑡	PROPN
essd-673	127	2	=	=	SYM
essd-673	127	3	𝑁𝑝𝑣	𝑁𝑝𝑣	PROPN
essd-673	127	4	.	.	PUNCT
essd-673	128	1	𝑃𝑝𝑣_𝑅	𝑃𝑝𝑣_𝑅	X
essd-673	128	2	(	(	PUNCT
essd-673	128	3	12	12	NUM
essd-673	128	4	)	)	PUNCT
essd-673	128	5	𝑃𝑚𝑎𝑥	𝑃𝑚𝑎𝑥	PROPN
essd-673	128	6	_	_	NOUN
essd-673	129	1	𝑐𝑜𝑛	𝑐𝑜𝑛	NOUN
essd-673	130	1	=	=	SYM
essd-673	130	2	𝑉𝑏	𝑉𝑏	PROPN
essd-673	130	3	.	.	PUNCT
essd-673	131	1	𝐼𝑐𝑜𝑛	𝐼𝑐𝑜𝑛	PROPN
essd-673	131	2	(	(	PUNCT
essd-673	131	3	13	13	NUM
essd-673	131	4	)	)	PUNCT
essd-673	131	5	𝑁𝑐𝑜𝑛	𝑁𝑐𝑜𝑛	PROPN
essd-673	131	6	=	=	SYM
essd-673	131	7	𝑃𝑝𝑣_𝑅𝑡𝑜𝑡	𝑃𝑝𝑣_𝑅𝑡𝑜𝑡	PROPN
essd-673	132	1	𝑃𝑚𝑎𝑥	𝑃𝑚𝑎𝑥	PROPN
essd-673	132	2	_	_	NOUN
essd-673	133	1	𝑐𝑜𝑛	𝑐𝑜𝑛	NOUN
essd-673	133	2	(	(	PUNCT
essd-673	133	3	14	14	NUM
essd-673	133	4	)	)	PUNCT
essd-673	133	5	where	where	SCONJ
essd-673	133	6	icon	icon	NOUN
essd-673	133	7	represents	represent	VERB
essd-673	133	8	the	the	DET
essd-673	133	9	maximum	maximum	ADJ
essd-673	133	10	current	current	NOUN
essd-673	133	11	which	which	PRON
essd-673	133	12	the	the	DET
essd-673	133	13	controller	controller	NOUN
essd-673	133	14	handles	handle	VERB
essd-673	133	15	from	from	ADP
essd-673	133	16	the	the	DET
essd-673	133	17	pv	pv	NOUN
essd-673	133	18	to	to	ADP
essd-673	133	19	the	the	DET
essd-673	133	20	battery	battery	NOUN
essd-673	133	21	,	,	PUNCT
essd-673	133	22	vb	vb	PROPN
essd-673	133	23	is	be	AUX
essd-673	133	24	the	the	DET
essd-673	133	25	voltage	voltage	NOUN
essd-673	133	26	of	of	ADP
essd-673	133	27	the	the	DET
essd-673	133	28	battery	battery	NOUN
essd-673	133	29	,	,	PUNCT
essd-673	133	30	ppv_r	ppv_r	PROPN
essd-673	133	31	is	be	AUX
essd-673	133	32	the	the	DET
essd-673	133	33	pv	pv	NOUN
essd-673	133	34	rated	rate	VERB
essd-673	133	35	power	power	NOUN
essd-673	133	36	at	at	ADP
essd-673	133	37	stcs	stcs	NOUN
essd-673	133	38	,	,	PUNCT
essd-673	133	39	ppv_rtot	ppv_rtot	NOUN
essd-673	133	40	is	be	AUX
essd-673	133	41	the	the	DET
essd-673	133	42	total	total	ADJ
essd-673	133	43	power	power	NOUN
essd-673	133	44	of	of	ADP
essd-673	133	45	the	the	DET
essd-673	133	46	pvs	pvs	PROPN
essd-673	133	47	at	at	ADP
essd-673	133	48	stcs	stcs	NOUN
essd-673	133	49	,	,	PUNCT
essd-673	133	50	pmax_con	pmax_con	NOUN
essd-673	133	51	represents	represent	VERB
essd-673	133	52	the	the	DET
essd-673	133	53	maximum	maximum	ADJ
essd-673	133	54	power	power	NOUN
essd-673	133	55	of	of	ADP
essd-673	133	56	one	one	NUM
essd-673	133	57	controller	controller	NOUN
essd-673	133	58	,	,	PUNCT
essd-673	133	59	and	and	CCONJ
essd-673	133	60	npv	npv	NOUN
essd-673	133	61	represents	represent	VERB
essd-673	133	62	the	the	DET
essd-673	133	63	total	total	ADJ
essd-673	133	64	number	number	NOUN
essd-673	133	65	of	of	ADP
essd-673	133	66	pv	pv	NOUN
essd-673	133	67	modules	module	NOUN
essd-673	133	68	.	.	PUNCT
essd-673	134	1	2.6	2.6	NUM
essd-673	134	2	.	.	PUNCT
essd-673	135	1	inverter	inverter	NOUN
essd-673	135	2	modeling	model	VERB
essd-673	135	3	inverters	inverter	NOUN
essd-673	136	1	are	be	AUX
essd-673	136	2	generally	generally	ADV
essd-673	136	3	used	use	VERB
essd-673	136	4	as	as	ADP
essd-673	136	5	the	the	DET
essd-673	136	6	interface	interface	NOUN
essd-673	136	7	to	to	PART
essd-673	136	8	connect	connect	VERB
essd-673	136	9	energy	energy	NOUN
essd-673	136	10	between	between	ADP
essd-673	136	11	mg	mg	PROPN
essd-673	136	12	components	component	NOUN
essd-673	136	13	and	and	CCONJ
essd-673	136	14	the	the	DET
essd-673	136	15	load	load	NOUN
essd-673	136	16	.	.	PUNCT
essd-673	137	1	the	the	DET
essd-673	137	2	selected	select	VERB
essd-673	137	3	power	power	NOUN
essd-673	137	4	inverter	inverter	NOUN
essd-673	137	5	must	must	AUX
essd-673	137	6	be	be	AUX
essd-673	137	7	capable	capable	ADJ
essd-673	137	8	of	of	ADP
essd-673	137	9	handling	handle	VERB
essd-673	137	10	the	the	DET
essd-673	137	11	maximum	maximum	ADJ
essd-673	137	12	power	power	NOUN
essd-673	137	13	expected	expect	VERB
essd-673	137	14	by	by	ADP
essd-673	137	15	ac	ac	PROPN
essd-673	137	16	loads	loads	PROPN
essd-673	137	17	(	(	PUNCT
essd-673	137	18	bilal	bilal	PROPN
essd-673	137	19	el	el	PROPN
essd-673	137	20	al	al	PROPN
essd-673	137	21	.	.	PROPN
essd-673	137	22	,	,	PUNCT
essd-673	137	23	2012	2012	NUM
essd-673	137	24	)	)	PUNCT
essd-673	137	25	,	,	PUNCT
essd-673	137	26	(	(	PUNCT
essd-673	137	27	hassan	hassan	PROPN
essd-673	137	28	,	,	PUNCT
essd-673	137	29	el	el	PROPN
essd-673	137	30	-	-	PUNCT
essd-673	137	31	saadawi	saadawi	NOUN
essd-673	137	32	,	,	PUNCT
essd-673	137	33	kandil	kandil	NOUN
essd-673	137	34	,	,	PUNCT
essd-673	137	35	&	&	CCONJ
essd-673	137	36	saeed	saeed	PROPN
essd-673	137	37	,	,	PUNCT
essd-673	137	38	2015	2015	NUM
essd-673	137	39	)	)	PUNCT
essd-673	137	40	.	.	PUNCT
essd-673	138	1	inverters	inverter	NOUN
essd-673	138	2	are	be	AUX
essd-673	138	3	classified	classify	VERB
essd-673	138	4	into	into	ADP
essd-673	138	5	three	three	NUM
essd-673	138	6	main	main	ADJ
essd-673	138	7	different	different	ADJ
essd-673	138	8	schemes	scheme	NOUN
essd-673	138	9	.	.	PUNCT
essd-673	139	1	these	these	DET
essd-673	139	2	types	type	NOUN
essd-673	139	3	are	be	AUX
essd-673	139	4	standalone	standalone	ADJ
essd-673	139	5	,	,	PUNCT
essd-673	139	6	grid	grid	NOUN
essd-673	139	7	tied	tie	VERB
essd-673	139	8	battery	battery	NOUN
essd-673	139	9	less	less	ADV
essd-673	139	10	and	and	CCONJ
essd-673	139	11	grid	grid	VERB
essd-673	139	12	tied	tie	VERB
essd-673	139	13	with	with	ADP
essd-673	139	14	battery	battery	NOUN
essd-673	139	15	back	back	ADV
essd-673	139	16	-	-	PUNCT
essd-673	139	17	up	up	ADP
essd-673	139	18	inverters	inverter	NOUN
essd-673	139	19	(	(	PUNCT
essd-673	139	20	hassan	hassan	PROPN
essd-673	139	21	el	el	PROPN
essd-673	139	22	al	al	PROPN
essd-673	139	23	.	.	PROPN
essd-673	139	24	,	,	PUNCT
essd-673	139	25	2015	2015	NUM
essd-673	139	26	)	)	PUNCT
essd-673	139	27	.	.	PUNCT
essd-673	140	1	in	in	ADP
essd-673	140	2	this	this	DET
essd-673	140	3	paper	paper	NOUN
essd-673	140	4	,	,	PUNCT
essd-673	140	5	the	the	DET
essd-673	140	6	stand	stand	NOUN
essd-673	140	7	alone	alone	ADJ
essd-673	140	8	inverter	inverter	NOUN
essd-673	140	9	is	be	AUX
essd-673	140	10	used	use	VERB
essd-673	140	11	.	.	PUNCT
essd-673	141	1	the	the	DET
essd-673	141	2	number	number	NOUN
essd-673	141	3	of	of	ADP
essd-673	141	4	inverters	inverter	NOUN
essd-673	141	5	needed	need	VERB
essd-673	141	6	for	for	ADP
essd-673	141	7	a	a	DET
essd-673	141	8	certain	certain	ADJ
essd-673	141	9	load	load	NOUN
essd-673	141	10	demand	demand	NOUN
essd-673	141	11	can	can	AUX
essd-673	141	12	be	be	AUX
essd-673	141	13	modeled	model	VERB
essd-673	141	14	and	and	CCONJ
essd-673	141	15	enumerated	enumerate	VERB
essd-673	141	16	using	use	VERB
essd-673	141	17	equation	equation	NOUN
essd-673	141	18	(	(	PUNCT
essd-673	141	19	15	15	NUM
essd-673	141	20	)	)	PUNCT
essd-673	141	21	(	(	PUNCT
essd-673	141	22	solar	solar	ADJ
essd-673	141	23	energy	energy	NOUN
essd-673	141	24	international	international	NOUN
essd-673	141	25	,	,	PUNCT
essd-673	141	26	(	(	PUNCT
essd-673	141	27	2007	2007	NUM
essd-673	141	28	)	)	PUNCT
essd-673	141	29	.	.	PUNCT
essd-673	142	1	𝑁𝑖𝑛𝑣	𝑁𝑖𝑛𝑣	PROPN
essd-673	142	2	=	=	SYM
essd-673	142	3	𝑃𝑔_𝑚𝑎𝑥	𝑃𝑔_𝑚𝑎𝑥	PROPN
essd-673	142	4	𝑃𝑖𝑛𝑣_𝑚𝑎𝑥	𝑃𝑖𝑛𝑣_𝑚𝑎𝑥	PROPN
essd-673	142	5	(	(	PUNCT
essd-673	142	6	15	15	NUM
essd-673	142	7	)	)	PUNCT
essd-673	142	8	where	where	SCONJ
essd-673	142	9	pinv_max	pinv_max	ADV
essd-673	142	10	represents	represent	VERB
essd-673	142	11	the	the	DET
essd-673	142	12	maximum	maximum	ADJ
essd-673	142	13	power	power	NOUN
essd-673	142	14	that	that	SCONJ
essd-673	142	15	the	the	DET
essd-673	142	16	inverter	inverter	NOUN
essd-673	142	17	can	can	AUX
essd-673	142	18	supply	supply	VERB
essd-673	142	19	,	,	PUNCT
essd-673	142	20	pg_max	pg_max	PROPN
essd-673	142	21	is	be	AUX
essd-673	142	22	the	the	DET
essd-673	142	23	maximum	maximum	ADJ
essd-673	142	24	power	power	NOUN
essd-673	142	25	that	that	SCONJ
essd-673	142	26	the	the	DET
essd-673	142	27	mg	mg	PROPN
essd-673	142	28	system	system	NOUN
essd-673	142	29	generates	generate	VERB
essd-673	142	30	,	,	PUNCT
essd-673	142	31	and	and	CCONJ
essd-673	142	32	ninv	ninv	NOUN
essd-673	142	33	represents	represent	VERB
essd-673	142	34	the	the	DET
essd-673	142	35	inverter	inverter	ADJ
essd-673	142	36	numbers	number	NOUN
essd-673	142	37	.	.	PUNCT
essd-673	143	1	3	3	X
essd-673	143	2	.	.	X
essd-673	143	3	optimal	optimal	ADJ
essd-673	143	4	design	design	NOUN
essd-673	143	5	of	of	ADP
essd-673	143	6	mg	mg	PROPN
essd-673	143	7	configuration	configuration	NOUN
essd-673	143	8	the	the	DET
essd-673	143	9	optimal	optimal	ADJ
essd-673	143	10	design	design	NOUN
essd-673	143	11	of	of	ADP
essd-673	143	12	mg	mg	PROPN
essd-673	143	13	configuration	configuration	NOUN
essd-673	143	14	that	that	PRON
essd-673	143	15	can	can	AUX
essd-673	143	16	manage	manage	VERB
essd-673	143	17	the	the	DET
essd-673	143	18	load	load	NOUN
essd-673	143	19	makes	make	VERB
essd-673	143	20	the	the	DET
essd-673	143	21	best	good	ADJ
essd-673	143	22	compromise	compromise	NOUN
essd-673	143	23	between	between	ADP
essd-673	143	24	the	the	DET
essd-673	143	25	mg	mg	PROPN
essd-673	143	26	system	system	NOUN
essd-673	143	27	co2	co2	NOUN
essd-673	143	28	emissions	emission	NOUN
essd-673	143	29	and	and	CCONJ
essd-673	143	30	the	the	DET
essd-673	143	31	cost	cost	NOUN
essd-673	143	32	of	of	ADP
essd-673	143	33	energy	energy	NOUN
essd-673	143	34	to	to	PART
essd-673	143	35	optimize	optimize	VERB
essd-673	143	36	the	the	DET
essd-673	143	37	fitness	fitness	NOUN
essd-673	143	38	function	function	NOUN
essd-673	143	39	in	in	ADP
essd-673	143	40	the	the	DET
essd-673	143	41	mg	mg	PROPN
essd-673	143	42	system	system	NOUN
essd-673	143	43	lifetime	lifetime	NOUN
essd-673	143	44	.	.	PUNCT
essd-673	144	1	https://www.infona.pl/contributor/0@bwmeta1.element.elsevier-4e7f01b1-d1d5-3a17-ab9f-f5afb5cfdb2e/tab/publications	https://www.infona.pl/contributor/0@bwmeta1.element.elsevier-4e7f01b1-d1d5-3a17-ab9f-f5afb5cfdb2e/tab/publication	NOUN
essd-673	144	2	abde	abde	ADP
essd-673	144	3	-	-	PUNCT
essd-673	144	4	hamed/	hamed/	NUM
essd-673	144	5	environmental	environmental	ADJ
essd-673	144	6	science	science	NOUN
essd-673	144	7	and	and	CCONJ
essd-673	144	8	sustainable	sustainable	ADJ
essd-673	144	9	development	development	NOUN
essd-673	144	10	pg	pg	NOUN
essd-673	144	11	.	.	PUNCT
essd-673	144	12	7	7	NUM
essd-673	144	13	3.1	3.1	NUM
essd-673	144	14	.	.	PUNCT
essd-673	145	1	objective	objective	ADJ
essd-673	145	2	function	function	NOUN
essd-673	145	3	the	the	DET
essd-673	145	4	objective	objective	NOUN
essd-673	145	5	of	of	ADP
essd-673	145	6	the	the	DET
essd-673	145	7	proposed	propose	VERB
essd-673	145	8	approach	approach	NOUN
essd-673	145	9	is	be	AUX
essd-673	145	10	the	the	DET
essd-673	145	11	design	design	NOUN
essd-673	145	12	of	of	ADP
essd-673	145	13	optimal	optimal	ADJ
essd-673	145	14	mg	mg	PROPN
essd-673	145	15	configuration	configuration	NOUN
essd-673	145	16	scheme	scheme	NOUN
essd-673	145	17	that	that	PRON
essd-673	145	18	can	can	AUX
essd-673	145	19	manage	manage	VERB
essd-673	145	20	the	the	DET
essd-673	145	21	prescribed	prescribed	ADJ
essd-673	145	22	load	load	NOUN
essd-673	145	23	under	under	ADP
essd-673	145	24	the	the	DET
essd-673	145	25	suggested	suggest	VERB
essd-673	145	26	objective	objective	ADJ
essd-673	145	27	/	/	SYM
essd-673	145	28	fitness	fitness	NOUN
essd-673	145	29	function	function	NOUN
essd-673	145	30	and	and	CCONJ
essd-673	145	31	various	various	ADJ
essd-673	145	32	constraints	constraint	NOUN
essd-673	145	33	.	.	PUNCT
essd-673	146	1	the	the	DET
essd-673	146	2	objective	objective	ADJ
essd-673	146	3	/	/	SYM
essd-673	146	4	fitness	fitness	NOUN
essd-673	146	5	function	function	NOUN
essd-673	146	6	in	in	ADP
essd-673	146	7	this	this	DET
essd-673	146	8	paper	paper	NOUN
essd-673	146	9	is	be	AUX
essd-673	146	10	to	to	PART
essd-673	146	11	minimize	minimize	VERB
essd-673	146	12	the	the	DET
essd-673	146	13	system	system	NOUN
essd-673	146	14	tic	tic	ADJ
essd-673	146	15	through	through	ADP
essd-673	146	16	the	the	DET
essd-673	146	17	system	system	NOUN
essd-673	146	18	lifetime	lifetime	NOUN
essd-673	146	19	in	in	ADP
essd-673	146	20	the	the	DET
essd-673	146	21	standalone	standalone	ADJ
essd-673	146	22	mode	mode	NOUN
essd-673	146	23	.	.	PUNCT
essd-673	147	1	the	the	DET
essd-673	147	2	unknown	unknown	ADJ
essd-673	147	3	variables	variable	NOUN
essd-673	147	4	are	be	AUX
essd-673	147	5	the	the	DET
essd-673	147	6	number	number	NOUN
essd-673	147	7	of	of	ADP
essd-673	147	8	wind	wind	NOUN
essd-673	147	9	turbines	turbine	NOUN
essd-673	147	10	,	,	PUNCT
essd-673	147	11	pv	pv	NOUN
essd-673	147	12	modules	module	NOUN
essd-673	147	13	,	,	PUNCT
essd-673	147	14	batteries	battery	NOUN
essd-673	147	15	,	,	PUNCT
essd-673	147	16	controller	controller	NOUN
essd-673	147	17	units	unit	NOUN
essd-673	147	18	,	,	PUNCT
essd-673	147	19	inverter	inverter	ADJ
essd-673	147	20	units	unit	NOUN
essd-673	147	21	,	,	PUNCT
essd-673	147	22	and	and	CCONJ
essd-673	147	23	diesel	diesel	NOUN
essd-673	147	24	generators	generator	NOUN
essd-673	147	25	.	.	PUNCT
essd-673	148	1	these	these	DET
essd-673	148	2	variables	variable	NOUN
essd-673	148	3	represent	represent	VERB
essd-673	148	4	the	the	DET
essd-673	148	5	number	number	NOUN
essd-673	148	6	of	of	ADP
essd-673	148	7	equipment	equipment	NOUN
essd-673	148	8	needed	need	VERB
essd-673	148	9	to	to	PART
essd-673	148	10	supply	supply	VERB
essd-673	148	11	the	the	DET
essd-673	148	12	load	load	NOUN
essd-673	148	13	at	at	ADP
essd-673	148	14	minimum	minimum	ADJ
essd-673	148	15	investment	investment	NOUN
essd-673	148	16	cost	cost	NOUN
essd-673	148	17	with	with	ADP
essd-673	148	18	co2	co2	NOUN
essd-673	148	19	constraints	constraint	NOUN
essd-673	148	20	.	.	PUNCT
essd-673	149	1	the	the	DET
essd-673	149	2	problem	problem	NOUN
essd-673	149	3	is	be	AUX
essd-673	149	4	solved	solve	VERB
essd-673	149	5	for	for	ADP
essd-673	149	6	two	two	NUM
essd-673	149	7	scenarios	scenario	NOUN
essd-673	149	8	:	:	PUNCT
essd-673	149	9	cost	cost	NOUN
essd-673	149	10	minimization	minimization	NOUN
essd-673	149	11	without	without	ADP
essd-673	149	12	emissions	emission	NOUN
essd-673	149	13	constraints	constraint	NOUN
essd-673	149	14	and	and	CCONJ
essd-673	149	15	cost	cost	NOUN
essd-673	149	16	minimization	minimization	NOUN
essd-673	149	17	with	with	ADP
essd-673	149	18	emissions	emission	NOUN
essd-673	149	19	limitations	limitation	NOUN
essd-673	149	20	.	.	PUNCT
essd-673	150	1	the	the	DET
essd-673	150	2	mathematical	mathematical	ADJ
essd-673	150	3	model	model	NOUN
essd-673	150	4	for	for	ADP
essd-673	150	5	the	the	DET
essd-673	150	6	general	general	ADJ
essd-673	150	7	objective	objective	NOUN
essd-673	150	8	/	/	SYM
essd-673	150	9	fitness	fitness	NOUN
essd-673	150	10	function	function	NOUN
essd-673	150	11	can	can	AUX
essd-673	150	12	be	be	AUX
essd-673	150	13	formulated	formulate	VERB
essd-673	150	14	as	as	SCONJ
essd-673	150	15	follows	follow	VERB
essd-673	150	16	(	(	PUNCT
essd-673	150	17	hassan	hassan	PROPN
essd-673	150	18	et	et	PROPN
essd-673	150	19	al	al	PROPN
essd-673	150	20	.	.	PROPN
essd-673	150	21	,	,	PUNCT
essd-673	150	22	2016	2016	NUM
essd-673	150	23	):	):	PUNCT
essd-673	150	24	𝑇𝐼𝐶	𝑇𝐼𝐶	PROPN
essd-673	150	25	=	=	PUNCT
essd-673	150	26	∑	∑	PUNCT
essd-673	150	27	𝑁𝑊𝑇𝑖	𝑁𝑊𝑇𝑖	NOUN
essd-673	150	28	𝑛𝑊𝑇	𝑛𝑊𝑇	NOUN
essd-673	150	29	𝑖=1	𝑖=1	PUNCT
essd-673	150	30	.	.	PUNCT
essd-673	151	1	𝐶𝑊𝑇𝑖	𝐶𝑊𝑇𝑖	PROPN
essd-673	151	2	+	+	CCONJ
essd-673	151	3	∑	∑	PUNCT
essd-673	151	4	𝑁𝑃𝑉𝑗	𝑁𝑃𝑉𝑗	NOUN
essd-673	151	5	𝑛𝑃𝑉	𝑛𝑃𝑉	ADJ
essd-673	151	6	𝑗=1	𝑗=1	PROPN
essd-673	151	7	.	.	PUNCT
essd-673	152	1	𝐶𝑃𝑉𝑗	𝐶𝑃𝑉𝑗	PROPN
essd-673	152	2	+	+	CCONJ
essd-673	152	3	∑	∑	PROPN
essd-673	152	4	𝑁𝐵𝐴𝑇𝑘	𝑁𝐵𝐴𝑇𝑘	NOUN
essd-673	152	5	𝑛𝐵𝐴𝑇	𝑛𝐵𝐴𝑇	X
essd-673	152	6	𝑘=1	𝑘=1	NOUN
essd-673	152	7	.	.	PUNCT
essd-673	153	1	𝐶𝐵𝐴𝑇𝑘	𝐶𝐵𝐴𝑇𝑘	NOUN
essd-673	153	2	+	+	CCONJ
essd-673	153	3	∑	∑	PUNCT
essd-673	153	4	𝑁𝐷𝐺𝑙	𝑁𝐷𝐺𝑙	NOUN
essd-673	153	5	𝑛𝐷𝐺	𝑛𝐷𝐺	ADJ
essd-673	153	6	𝑙=1	𝑙=1	PUNCT
essd-673	153	7	.	.	PUNCT
essd-673	154	1	𝐶𝐷𝐺𝑙	𝐶𝐷𝐺𝑙	NOUN
essd-673	154	2	+	+	CCONJ
essd-673	154	3	∑	∑	PROPN
essd-673	154	4	𝑁𝐶𝑂𝑁𝑚	𝑁𝐶𝑂𝑁𝑚	PROPN
essd-673	154	5	𝑛𝐶𝑂𝑁	𝑛𝐶𝑂𝑁	NOUN
essd-673	154	6	𝑚=1	𝑚=1	X
essd-673	154	7	.	.	PUNCT
essd-673	155	1	𝐶𝐶𝑂𝑁𝑚	𝐶𝐶𝑂𝑁𝑚	ADJ
essd-673	155	2	+	+	CCONJ
essd-673	155	3	∑	∑	PUNCT
essd-673	155	4	𝑁𝐼𝑁𝑉𝑦	𝑁𝐼𝑁𝑉𝑦	VERB
essd-673	155	5	𝑛𝐼𝑁𝑉	𝑛𝐼𝑁𝑉	DET
essd-673	155	6	𝑦=1	𝑦=1	X
essd-673	155	7	.	.	PUNCT
essd-673	156	1	𝐶𝐼𝑁𝑉𝑦	𝐶𝐼𝑁𝑉𝑦	PROPN
essd-673	156	2	(	(	PUNCT
essd-673	156	3	16	16	NUM
essd-673	156	4	)	)	PUNCT
essd-673	156	5	where	where	SCONJ
essd-673	156	6	nwt	nwt	PROPN
essd-673	156	7	,	,	PUNCT
essd-673	156	8	npv	npv	NOUN
essd-673	156	9	,	,	PUNCT
essd-673	156	10	ndg	ndg	PROPN
essd-673	156	11	,	,	PUNCT
essd-673	156	12	nbat	nbat	NOUN
essd-673	156	13	,	,	PUNCT
essd-673	156	14	ncon	ncon	NOUN
essd-673	156	15	,	,	PUNCT
essd-673	156	16	and	and	CCONJ
essd-673	156	17	ninv	ninv	NOUN
essd-673	156	18	are	be	AUX
essd-673	156	19	number	number	NOUN
essd-673	156	20	for	for	ADP
essd-673	156	21	each	each	DET
essd-673	156	22	type	type	NOUN
essd-673	156	23	to	to	PART
essd-673	156	24	be	be	AUX
essd-673	156	25	selected	select	VERB
essd-673	156	26	of	of	ADP
essd-673	156	27	wts	wts	PROPN
essd-673	156	28	,	,	PUNCT
essd-673	156	29	pv	pv	NOUN
essd-673	156	30	modules	module	NOUN
essd-673	156	31	,	,	PUNCT
essd-673	156	32	dgs	dgs	NOUN
essd-673	156	33	,	,	PUNCT
essd-673	156	34	batteries	battery	NOUN
essd-673	156	35	,	,	PUNCT
essd-673	156	36	controllers	controller	NOUN
essd-673	156	37	and	and	CCONJ
essd-673	156	38	inverters	inverter	NOUN
essd-673	156	39	.	.	PUNCT
essd-673	157	1	cwt	cwt	PROPN
essd-673	157	2	,	,	PUNCT
essd-673	157	3	cpv	cpv	PROPN
essd-673	157	4	,	,	PUNCT
essd-673	157	5	cdg	cdg	PROPN
essd-673	157	6	,	,	PUNCT
essd-673	157	7	cbat	cbat	NOUN
essd-673	157	8	,	,	PUNCT
essd-673	157	9	ccon	ccon	NOUN
essd-673	157	10	,	,	PUNCT
essd-673	157	11	and	and	CCONJ
essd-673	157	12	cinv	cinv	NOUN
essd-673	157	13	are	be	AUX
essd-673	157	14	the	the	DET
essd-673	157	15	total	total	ADJ
essd-673	157	16	investment	investment	NOUN
essd-673	157	17	cost	cost	NOUN
essd-673	157	18	for	for	ADP
essd-673	157	19	each	each	DET
essd-673	157	20	type	type	NOUN
essd-673	157	21	of	of	ADP
essd-673	157	22	a	a	DET
essd-673	157	23	wt	wt	NOUN
essd-673	157	24	,	,	PUNCT
essd-673	157	25	a	a	DET
essd-673	157	26	pv	pv	NOUN
essd-673	157	27	,	,	PUNCT
essd-673	157	28	a	a	DET
essd-673	157	29	dg	dg	NOUN
essd-673	157	30	,	,	PUNCT
essd-673	157	31	a	a	DET
essd-673	157	32	battery	battery	NOUN
essd-673	157	33	,	,	PUNCT
essd-673	157	34	a	a	DET
essd-673	157	35	controller	controller	NOUN
essd-673	157	36	,	,	PUNCT
essd-673	157	37	and	and	CCONJ
essd-673	157	38	an	an	DET
essd-673	157	39	inverter	inverter	NOUN
essd-673	157	40	.	.	PUNCT
essd-673	158	1	the	the	DET
essd-673	158	2	tic	tic	NOUN
essd-673	158	3	of	of	ADP
essd-673	158	4	the	the	DET
essd-673	158	5	dg	dg	NOUN
essd-673	158	6	comprises	comprise	VERB
essd-673	158	7	the	the	DET
essd-673	158	8	capital	capital	NOUN
essd-673	158	9	(	(	PUNCT
essd-673	158	10	ccap	ccap	NOUN
essd-673	158	11	)	)	PUNCT
essd-673	158	12	,	,	PUNCT
essd-673	158	13	the	the	DET
essd-673	158	14	operating	operating	NOUN
essd-673	158	15	&	&	CCONJ
essd-673	158	16	maintenance	maintenance	NOUN
essd-673	158	17	per	per	ADP
essd-673	158	18	year	year	NOUN
essd-673	158	19	(	(	PUNCT
essd-673	158	20	co&m	co&m	PROPN
essd-673	158	21	)	)	PUNCT
essd-673	158	22	,	,	PUNCT
essd-673	158	23	the	the	DET
essd-673	158	24	fuel	fuel	NOUN
essd-673	158	25	(	(	PUNCT
essd-673	158	26	cf	cf	NOUN
essd-673	158	27	)	)	PUNCT
essd-673	158	28	and	and	CCONJ
essd-673	158	29	the	the	DET
essd-673	158	30	pollutant	pollutant	ADJ
essd-673	158	31	co2	co2	NOUN
essd-673	158	32	emissions	emission	NOUN
essd-673	158	33	costs	cost	NOUN
essd-673	158	34	(	(	PUNCT
essd-673	158	35	cem	cem	NOUN
essd-673	158	36	)	)	PUNCT
essd-673	158	37	.	.	PUNCT
essd-673	159	1	the	the	DET
essd-673	159	2	tic	tic	NOUN
essd-673	159	3	for	for	ADP
essd-673	159	4	other	other	ADJ
essd-673	159	5	mg	mg	PROPN
essd-673	159	6	components	component	NOUN
essd-673	159	7	contains	contain	VERB
essd-673	159	8	capital	capital	NOUN
essd-673	159	9	(	(	PUNCT
essd-673	159	10	ccap	ccap	NOUN
essd-673	159	11	)	)	PUNCT
essd-673	159	12	,	,	PUNCT
essd-673	159	13	installation	installation	NOUN
essd-673	159	14	(	(	PUNCT
essd-673	159	15	cins	cin	NOUN
essd-673	159	16	)	)	PUNCT
essd-673	159	17	,	,	PUNCT
essd-673	159	18	and	and	CCONJ
essd-673	159	19	operation	operation	NOUN
essd-673	159	20	&	&	CCONJ
essd-673	159	21	maintenance	maintenance	PROPN
essd-673	159	22	(	(	PUNCT
essd-673	159	23	co&m	co&m	PROPN
essd-673	159	24	)	)	PUNCT
essd-673	159	25	costs	cost	NOUN
essd-673	159	26	.	.	PUNCT
essd-673	160	1	the	the	DET
essd-673	160	2	following	follow	VERB
essd-673	160	3	equations	equation	NOUN
essd-673	160	4	(	(	PUNCT
essd-673	160	5	17	17	NUM
essd-673	160	6	to	to	PART
essd-673	160	7	22	22	NUM
essd-673	160	8	)	)	PUNCT
essd-673	160	9	demonstrates	demonstrate	VERB
essd-673	160	10	the	the	DET
essd-673	160	11	mathematical	mathematical	ADJ
essd-673	160	12	model	model	NOUN
essd-673	160	13	used	use	VERB
essd-673	160	14	for	for	ADP
essd-673	160	15	calculating	calculate	VERB
essd-673	160	16	the	the	DET
essd-673	160	17	tic	tic	NOUN
essd-673	160	18	for	for	ADP
essd-673	160	19	dg	dg	NOUN
essd-673	160	20	,	,	PUNCT
essd-673	160	21	wind	wind	NOUN
essd-673	160	22	turbine	turbine	NOUN
essd-673	160	23	,	,	PUNCT
essd-673	160	24	pv	pv	NOUN
essd-673	160	25	module	module	NOUN
essd-673	160	26	,	,	PUNCT
essd-673	160	27	battery	battery	NOUN
essd-673	160	28	bank	bank	NOUN
essd-673	160	29	,	,	PUNCT
essd-673	160	30	a	a	DET
essd-673	160	31	controller	controller	NOUN
essd-673	160	32	,	,	PUNCT
essd-673	160	33	and	and	CCONJ
essd-673	160	34	inverter	inverter	ADJ
essd-673	160	35	,	,	PUNCT
essd-673	160	36	respectively	respectively	ADV
essd-673	160	37	(	(	PUNCT
essd-673	160	38	bilal	bilal	PROPN
essd-673	160	39	el	el	PROPN
essd-673	160	40	al	al	PROPN
essd-673	160	41	.	.	PROPN
essd-673	160	42	,	,	PUNCT
essd-673	160	43	2012	2012	NUM
essd-673	160	44	)	)	PUNCT
essd-673	160	45	.	.	PUNCT
essd-673	161	1	𝐶𝐷𝐺	𝐶𝐷𝐺	PROPN
essd-673	161	2	=	=	PRON
essd-673	161	3	(	(	PUNCT
essd-673	161	4	𝐶𝐶𝑎𝑝𝐺𝐷	𝐶𝐶𝑎𝑝𝐺𝐷	NOUN
essd-673	161	5	4	4	NUM
essd-673	161	6	+	+	CCONJ
essd-673	161	7	𝐶𝑓𝐷𝐺	𝐶𝑓𝐷𝐺	PROPN
essd-673	161	8	.	.	PUNCT
essd-673	162	1	𝐻𝐴𝑛𝑛	𝐻𝐴𝑛𝑛	PROPN
essd-673	163	1	+	+	CCONJ
essd-673	163	2	𝐶𝑂&𝑀_𝑊𝑇	𝐶𝑂&𝑀_𝑊𝑇	ADJ
essd-673	163	3	.	.	PUNCT
essd-673	164	1	𝐻𝐴𝑛𝑛	𝐻𝐴𝑛𝑛	PROPN
essd-673	165	1	+	+	CCONJ
essd-673	165	2	𝐶𝑒𝑚	𝐶𝑒𝑚	ADJ
essd-673	165	3	)	)	PUNCT
essd-673	165	4	.	.	PUNCT
essd-673	166	1	𝑇𝑙𝑖𝑓𝑒_𝑃𝑟	𝑇𝑙𝑖𝑓𝑒_𝑃𝑟	NOUN
essd-673	166	2	(	(	PUNCT
essd-673	166	3	17	17	NUM
essd-673	166	4	)	)	PUNCT
essd-673	166	5	𝐶𝑊𝑇	𝐶𝑊𝑇	PROPN
essd-673	166	6	=	=	SYM
essd-673	166	7	𝐶𝐶𝑎𝑝_𝑊𝑇	𝐶𝐶𝑎𝑝_𝑊𝑇	PROPN
essd-673	166	8	+	+	PROPN
essd-673	166	9	𝐶𝐼𝑛𝑠_𝑊𝑇	𝐶𝐼𝑛𝑠_𝑊𝑇	PUNCT
essd-673	166	10	+	+	CCONJ
essd-673	167	1	𝑇𝐿𝑖𝑓𝑒𝑡𝑖𝑚𝑒	𝑇𝐿𝑖𝑓𝑒𝑡𝑖𝑚𝑒	PROPN
essd-673	167	2	.	.	PUNCT
essd-673	168	1	𝐶𝑂&𝑀_𝑊𝑇	𝐶𝑂&𝑀_𝑊𝑇	PROPN
essd-673	168	2	(	(	PUNCT
essd-673	168	3	18	18	NUM
essd-673	168	4	)	)	PUNCT
essd-673	169	1	𝐶𝑃𝑉	𝐶𝑃𝑉	PROPN
essd-673	169	2	=	=	SYM
essd-673	169	3	𝐶𝐶𝑎𝑝_𝑃𝑉	𝐶𝐶𝑎𝑝_𝑃𝑉	PUNCT
essd-673	169	4	+	+	PUNCT
essd-673	169	5	𝐶𝐼𝑛𝑠_𝑃𝑉	𝐶𝐼𝑛𝑠_𝑃𝑉	PUNCT
essd-673	169	6	+	+	CCONJ
essd-673	169	7	𝑇𝐿𝑖𝑓𝑒𝑡𝑖𝑚𝑒	𝑇𝐿𝑖𝑓𝑒𝑡𝑖𝑚𝑒	PROPN
essd-673	169	8	.	.	PUNCT
essd-673	170	1	𝐶𝑂&𝑀_𝑃𝑉	𝐶𝑂&𝑀_𝑃𝑉	ADV
essd-673	170	2	(	(	PUNCT
essd-673	170	3	19	19	NUM
essd-673	170	4	)	)	PUNCT
essd-673	170	5	𝐶𝐵𝑎𝑡	𝐶𝐵𝑎𝑡	PROPN
essd-673	170	6	=	=	PUNCT
essd-673	171	1	𝐶𝐶𝑎𝑝_𝐵𝑎𝑡	𝐶𝐶𝑎𝑝_𝐵𝑎𝑡	PROPN
essd-673	172	1	+	+	CCONJ
essd-673	172	2	𝐶𝐼𝑛𝑠_𝐵𝑎𝑡	𝐶𝐼𝑛𝑠_𝐵𝑎𝑡	PROPN
essd-673	172	3	+	+	NUM
essd-673	172	4	𝐶𝑅𝑒	𝐶𝑅𝑒	PROPN
essd-673	172	5	𝑝_𝐵𝑎𝑡	𝑝_𝐵𝑎𝑡	PROPN
essd-673	172	6	.	.	PUNCT
essd-673	173	1	𝑁𝑅𝑒	𝑁𝑅𝑒	PROPN
essd-673	173	2	𝑝_𝐵𝑎𝑡	𝑝_𝐵𝑎𝑡	PROPN
essd-673	173	3	(	(	PUNCT
essd-673	173	4	20	20	NUM
essd-673	173	5	)	)	PUNCT
essd-673	173	6	𝐶𝐶𝑜𝑛	𝐶𝐶𝑜𝑛	PROPN
essd-673	173	7	=	=	PUNCT
essd-673	174	1	𝐶𝐶𝑎𝑝_𝐶𝑜𝑛	𝐶𝐶𝑎𝑝_𝐶𝑜𝑛	NOUN
essd-673	174	2	+	+	CCONJ
essd-673	174	3	𝐶𝐼𝑛𝑠_𝐶𝑜𝑛	𝐶𝐼𝑛𝑠_𝐶𝑜𝑛	ADJ
essd-673	174	4	+	+	CCONJ
essd-673	174	5	𝑇𝐿𝑖𝑓𝑒𝑡𝑖𝑚𝑒	𝑇𝐿𝑖𝑓𝑒𝑡𝑖𝑚𝑒	PROPN
essd-673	174	6	.	.	PUNCT
essd-673	175	1	𝐶𝑂&𝑀_𝐶𝑜𝑛	𝐶𝑂&𝑀_𝐶𝑜𝑛	PROPN
essd-673	175	2	+	+	NUM
essd-673	175	3	𝐶𝑅𝑒	𝐶𝑅𝑒	NOUN
essd-673	175	4	𝑝_𝐶𝑜𝑛.	𝑝_𝐶𝑜𝑛.	DET
essd-673	175	5	𝑁𝑅𝑒	𝑁𝑅𝑒	PROPN
essd-673	175	6	𝑝_𝐶𝑜𝑛	𝑝_𝐶𝑜𝑛	PROPN
essd-673	175	7	(	(	PUNCT
essd-673	175	8	21	21	NUM
essd-673	175	9	)	)	PUNCT
essd-673	175	10	𝐶𝐼𝑛𝑣	𝐶𝐼𝑛𝑣	NOUN
essd-673	175	11	=	=	PUNCT
essd-673	175	12	𝐶𝐶𝑎𝑝_𝐼𝑛𝑣	𝐶𝐶𝑎𝑝_𝐼𝑛𝑣	VERB
essd-673	175	13	+	+	CCONJ
essd-673	175	14	𝐶𝐼𝑛𝑠_𝐼𝑛𝑣	𝐶𝐼𝑛𝑠_𝐼𝑛𝑣	NOUN
essd-673	175	15	+	+	X
essd-673	175	16	𝑇𝐿𝑖𝑓𝑒𝑡𝑖𝑚𝑒	𝑇𝐿𝑖𝑓𝑒𝑡𝑖𝑚𝑒	PROPN
essd-673	175	17	.	.	PUNCT
essd-673	176	1	𝐶𝑂&𝑀_𝐼𝑛𝑣	𝐶𝑂&𝑀_𝐼𝑛𝑣	PROPN
essd-673	176	2	+	+	NUM
essd-673	176	3	𝐶𝑅𝑒	𝐶𝑅𝑒	NOUN
essd-673	176	4	𝑝_𝐼𝑛𝑣.	𝑝_𝐼𝑛𝑣.	PRON
essd-673	176	5	𝑁𝑅𝑒	𝑁𝑅𝑒	PROPN
essd-673	176	6	𝑝_𝐼𝑛𝑣	𝑝_𝐼𝑛𝑣	PROPN
essd-673	176	7	(	(	PUNCT
essd-673	176	8	22	22	NUM
essd-673	176	9	)	)	PUNCT
essd-673	176	10	where	where	SCONJ
essd-673	176	11	hann	hann	PROPN
essd-673	176	12	is	be	AUX
essd-673	176	13	the	the	DET
essd-673	176	14	number	number	NOUN
essd-673	176	15	of	of	ADP
essd-673	176	16	hours	hour	NOUN
essd-673	176	17	that	that	PRON
essd-673	176	18	the	the	DET
essd-673	176	19	dg	dg	NOUN
essd-673	176	20	can	can	AUX
essd-673	176	21	be	be	AUX
essd-673	176	22	used	use	VERB
essd-673	176	23	in	in	ADP
essd-673	176	24	one	one	NUM
essd-673	176	25	year	year	NOUN
essd-673	176	26	(	(	PUNCT
essd-673	176	27	6	6	NUM
essd-673	176	28	*	*	NUM
essd-673	176	29	365	365	NUM
essd-673	176	30	)	)	PUNCT
essd-673	176	31	,	,	PUNCT
essd-673	176	32	tlifetime	tlifetime	NOUN
essd-673	176	33	is	be	AUX
essd-673	176	34	the	the	DET
essd-673	176	35	life	life	NOUN
essd-673	176	36	time	time	NOUN
essd-673	176	37	for	for	ADP
essd-673	176	38	the	the	DET
essd-673	176	39	project	project	NOUN
essd-673	176	40	(	(	PUNCT
essd-673	176	41	20	20	NUM
essd-673	176	42	years	year	NOUN
essd-673	176	43	)	)	PUNCT
essd-673	176	44	and	and	CCONJ
essd-673	176	45	nrep	nrep	PROPN
essd-673	176	46	is	be	AUX
essd-673	176	47	the	the	DET
essd-673	176	48	number	number	NOUN
essd-673	176	49	of	of	ADP
essd-673	176	50	unit	unit	NOUN
essd-673	176	51	replacements	replacement	VERB
essd-673	176	52	through	through	ADP
essd-673	176	53	the	the	DET
essd-673	176	54	lifetime	lifetime	NOUN
essd-673	176	55	period	period	NOUN
essd-673	176	56	.	.	PUNCT
essd-673	177	1	in	in	ADP
essd-673	177	2	this	this	DET
essd-673	177	3	paper	paper	NOUN
essd-673	177	4	,	,	PUNCT
essd-673	177	5	the	the	DET
essd-673	177	6	lifetime	lifetime	NOUN
essd-673	177	7	of	of	ADP
essd-673	177	8	both	both	DET
essd-673	177	9	pv	pv	NOUN
essd-673	177	10	modules	module	NOUN
essd-673	177	11	and	and	CCONJ
essd-673	177	12	wt	wt	PROPN
essd-673	177	13	is	be	AUX
essd-673	177	14	supposed	suppose	VERB
essd-673	177	15	to	to	PART
essd-673	177	16	be	be	AUX
essd-673	177	17	20	20	NUM
essd-673	177	18	year	year	NOUN
essd-673	177	19	,	,	PUNCT
essd-673	177	20	the	the	DET
essd-673	177	21	inverter	inverter	NOUN
essd-673	177	22	and	and	CCONJ
essd-673	177	23	controller	controller	NOUN
essd-673	177	24	is	be	AUX
essd-673	177	25	life	life	NOUN
essd-673	177	26	time	time	NOUN
essd-673	177	27	is	be	AUX
essd-673	177	28	supposed	suppose	VERB
essd-673	177	29	to	to	PART
essd-673	177	30	be	be	AUX
essd-673	177	31	10	10	NUM
essd-673	177	32	years	year	NOUN
essd-673	177	33	,	,	PUNCT
essd-673	177	34	and	and	CCONJ
essd-673	177	35	the	the	DET
essd-673	177	36	batteries	battery	NOUN
essd-673	177	37	life	life	NOUN
essd-673	177	38	time	time	NOUN
essd-673	177	39	is	be	AUX
essd-673	177	40	assumed	assume	VERB
essd-673	177	41	to	to	PART
essd-673	177	42	be	be	AUX
essd-673	177	43	5	5	NUM
essd-673	177	44	years	year	NOUN
essd-673	177	45	(	(	PUNCT
essd-673	177	46	bilal	bilal	PROPN
essd-673	177	47	el	el	PROPN
essd-673	177	48	al	al	PROPN
essd-673	177	49	.	.	PROPN
essd-673	177	50	,	,	PUNCT
essd-673	177	51	2012	2012	NUM
essd-673	177	52	)	)	PUNCT
essd-673	177	53	.	.	PUNCT
essd-673	178	1	the	the	DET
essd-673	178	2	mg	mg	PROPN
essd-673	178	3	units	unit	NOUN
essd-673	178	4	replacement	replacement	NOUN
essd-673	178	5	costs	cost	NOUN
essd-673	178	6	(	(	PUNCT
essd-673	178	7	crep	crep	NOUN
essd-673	178	8	)	)	PUNCT
essd-673	178	9	are	be	AUX
essd-673	178	10	considered	consider	VERB
essd-673	178	11	to	to	PART
essd-673	178	12	be	be	AUX
essd-673	178	13	the	the	DET
essd-673	178	14	same	same	ADJ
essd-673	178	15	as	as	ADP
essd-673	178	16	their	their	PRON
essd-673	178	17	capital	capital	NOUN
essd-673	178	18	costs	cost	NOUN
essd-673	178	19	.	.	PUNCT
essd-673	179	1	3.2	3.2	NUM
essd-673	179	2	.	.	PUNCT
essd-673	179	3	constraint	constraint	NOUN
essd-673	179	4	for	for	ADP
essd-673	179	5	energy	energy	NOUN
essd-673	179	6	balance	balance	NOUN
essd-673	179	7	the	the	DET
essd-673	179	8	total	total	ADJ
essd-673	179	9	generation	generation	NOUN
essd-673	179	10	of	of	ADP
essd-673	179	11	yearly	yearly	ADJ
essd-673	179	12	energy	energy	NOUN
essd-673	179	13	(	(	PUNCT
essd-673	179	14	kwh	kwh	ADJ
essd-673	179	15	/	/	SYM
essd-673	179	16	year	year	NOUN
essd-673	179	17	)	)	PUNCT
essd-673	179	18	have	have	VERB
essd-673	179	19	to	to	PART
essd-673	179	20	exceed	exceed	VERB
essd-673	179	21	or	or	CCONJ
essd-673	179	22	at	at	ADP
essd-673	179	23	least	least	ADJ
essd-673	179	24	equal	equal	ADJ
essd-673	179	25	to	to	ADP
essd-673	179	26	the	the	DET
essd-673	179	27	effective	effective	ADJ
essd-673	179	28	energy	energy	NOUN
essd-673	179	29	of	of	ADP
essd-673	179	30	the	the	DET
essd-673	179	31	annual	annual	ADJ
essd-673	179	32	consumption	consumption	NOUN
essd-673	179	33	.	.	PUNCT
essd-673	180	1	the	the	DET
essd-673	180	2	effective	effective	ADJ
essd-673	180	3	energy	energy	NOUN
essd-673	180	4	of	of	ADP
essd-673	180	5	annual	annual	ADJ
essd-673	180	6	consumption	consumption	NOUN
essd-673	180	7	is	be	AUX
essd-673	180	8	the	the	DET
essd-673	180	9	energy	energy	NOUN
essd-673	180	10	consumed	consume	VERB
essd-673	180	11	by	by	ADP
essd-673	180	12	the	the	DET
essd-673	180	13	yearly	yearly	ADJ
essd-673	180	14	load	load	NOUN
essd-673	180	15	demand	demand	NOUN
essd-673	180	16	divided	divide	VERB
essd-673	180	17	by	by	ADP
essd-673	180	18	the	the	DET
essd-673	180	19	efficiency	efficiency	NOUN
essd-673	180	20	of	of	ADP
essd-673	180	21	the	the	DET
essd-673	180	22	overall	overall	ADJ
essd-673	180	23	system	system	NOUN
essd-673	180	24	(	(	PUNCT
essd-673	180	25	𝜂𝑠𝑦𝑠	𝜂𝑠𝑦𝑠	ADJ
essd-673	180	26	)	)	PUNCT
essd-673	180	27	.	.	PUNCT
essd-673	181	1	the	the	DET
essd-673	181	2	energy	energy	NOUN
essd-673	181	3	balance	balance	NOUN
essd-673	181	4	can	can	AUX
essd-673	181	5	be	be	AUX
essd-673	181	6	modeled	model	VERB
essd-673	181	7	using	use	VERB
essd-673	181	8	equation	equation	NOUN
essd-673	181	9	(	(	PUNCT
essd-673	181	10	23	23	NUM
essd-673	181	11	)	)	PUNCT
essd-673	181	12	and	and	CCONJ
essd-673	181	13	the	the	DET
essd-673	181	14	overall	overall	ADJ
essd-673	181	15	system	system	NOUN
essd-673	181	16	efficiency	efficiency	NOUN
essd-673	181	17	can	can	AUX
essd-673	181	18	be	be	AUX
essd-673	181	19	determined	determine	VERB
essd-673	181	20	as	as	SCONJ
essd-673	181	21	equation	equation	NOUN
essd-673	181	22	(	(	PUNCT
essd-673	181	23	24	24	NUM
essd-673	181	24	)	)	PUNCT
essd-673	181	25	indicates	indicate	VERB
essd-673	181	26	(	(	PUNCT
essd-673	181	27	hassan	hassan	PROPN
essd-673	181	28	et	et	PROPN
essd-673	181	29	al	al	PROPN
essd-673	181	30	.	.	PROPN
essd-673	181	31	,	,	PUNCT
essd-673	181	32	2016	2016	NUM
essd-673	181	33	)	)	PUNCT
essd-673	181	34	.	.	PUNCT
essd-673	182	1	https://www.infona.pl/contributor/0@bwmeta1.element.elsevier-4e7f01b1-d1d5-3a17-ab9f-f5afb5cfdb2e/tab/publications	https://www.infona.pl/contributor/0@bwmeta1.element.elsevier-4e7f01b1-d1d5-3a17-ab9f-f5afb5cfdb2e/tab/publication	NOUN
essd-673	182	2	https://www.infona.pl/contributor/0@bwmeta1.element.elsevier-4e7f01b1-d1d5-3a17-ab9f-f5afb5cfdb2e/tab/publications	https://www.infona.pl/contributor/0@bwmeta1.element.elsevier-4e7f01b1-d1d5-3a17-ab9f-f5afb5cfdb2e/tab/publication	NOUN
essd-673	182	3	abde	abde	ADP
essd-673	182	4	-	-	PUNCT
essd-673	182	5	hamed/	hamed/	NUM
essd-673	182	6	environmental	environmental	ADJ
essd-673	182	7	science	science	NOUN
essd-673	182	8	and	and	CCONJ
essd-673	182	9	sustainable	sustainable	ADJ
essd-673	182	10	development	development	NOUN
essd-673	182	11	pg	pg	NOUN
essd-673	182	12	.	.	PROPN
essd-673	182	13	8	8	NUM
essd-673	182	14	∑	∑	PROPN
essd-673	182	15	𝑁𝑊𝑇	𝑁𝑊𝑇	PROPN
essd-673	182	16	𝑖	𝑖	X
essd-673	182	17	.	.	PUNCT
essd-673	183	1	𝐸𝑊𝑇	𝐸𝑊𝑇	PROPN
essd-673	183	2	+	+	CCONJ
essd-673	183	3	∑	∑	PROPN
essd-673	183	4	𝑁𝑃𝑉	𝑁𝑃𝑉	PROPN
essd-673	183	5	𝑗	𝑗	INTJ
essd-673	183	6	.	.	PUNCT
essd-673	184	1	𝐸𝑃𝑉	𝐸𝑃𝑉	NOUN
essd-673	184	2	+	+	CCONJ
essd-673	184	3	∑	∑	PROPN
essd-673	184	4	𝑁𝐷𝐺	𝑁𝐷𝐺	PROPN
essd-673	184	5	.	.	PUNCT
essd-673	185	1	𝐸𝐷𝐺	𝐸𝐷𝐺	PROPN
essd-673	185	2	≥	≥	PRON
essd-673	186	1	𝐸𝐿𝑜𝑎𝑑	𝐸𝐿𝑜𝑎𝑑	PROPN
essd-673	186	2	𝜂𝑠𝑦𝑠	𝜂𝑠𝑦𝑠	PRON
essd-673	186	3	𝑙	𝑙	X
essd-673	186	4	(	(	PUNCT
essd-673	186	5	23	23	NUM
essd-673	186	6	)	)	PUNCT
essd-673	186	7	𝜂𝑠𝑦𝑠	𝜂𝑠𝑦𝑠	PROPN
essd-673	186	8	=	=	X
essd-673	186	9	𝜂𝐷𝐺	𝜂𝐷𝐺	X
essd-673	186	10	.	.	PUNCT
essd-673	187	1	𝜂𝐵𝑎𝑡	𝜂𝐵𝑎𝑡	PROPN
essd-673	187	2	.	.	PUNCT
essd-673	188	1	𝜂𝐶𝑜𝑛	𝜂𝐶𝑜𝑛	PROPN
essd-673	188	2	.	.	PUNCT
essd-673	189	1	𝜂𝐼𝑛𝑣.	𝜂𝐼𝑛𝑣.	PROPN
essd-673	189	2	𝜂𝑊	𝜂𝑊	VERB
essd-673	189	3	(	(	PUNCT
essd-673	189	4	24	24	NUM
essd-673	189	5	)	)	PUNCT
essd-673	189	6	where	where	SCONJ
essd-673	189	7	eload	eload	PROPN
essd-673	189	8	,	,	PUNCT
essd-673	189	9	ewt	ewt	PROPN
essd-673	189	10	,	,	PUNCT
essd-673	189	11	epv	epv	ADJ
essd-673	189	12	,	,	PUNCT
essd-673	189	13	and	and	CCONJ
essd-673	189	14	edg	edg	PROPN
essd-673	189	15	represent	represent	VERB
essd-673	189	16	the	the	DET
essd-673	189	17	energy	energy	NOUN
essd-673	189	18	consumption	consumption	NOUN
essd-673	189	19	of	of	ADP
essd-673	189	20	the	the	DET
essd-673	189	21	load	load	NOUN
essd-673	189	22	,	,	PUNCT
essd-673	189	23	generated	generate	VERB
essd-673	189	24	by	by	ADP
essd-673	189	25	wts	wts	PROPN
essd-673	189	26	,	,	PUNCT
essd-673	189	27	pv	pv	NOUN
essd-673	189	28	modules	module	NOUN
essd-673	189	29	,	,	PUNCT
essd-673	189	30	dgs	dgs	NOUN
essd-673	189	31	,	,	PUNCT
essd-673	189	32	in	in	ADP
essd-673	189	33	(	(	PUNCT
essd-673	189	34	kwh	kwh	ADJ
essd-673	189	35	/	/	SYM
essd-673	189	36	year	year	NOUN
essd-673	189	37	)	)	PUNCT
essd-673	189	38	.	.	PUNCT
essd-673	190	1	ηsys	ηsy	NOUN
essd-673	190	2	,	,	PUNCT
essd-673	190	3	ηinv	ηinv	NOUN
essd-673	190	4	,	,	PUNCT
essd-673	190	5	ηcon	ηcon	NOUN
essd-673	190	6	,	,	PUNCT
essd-673	190	7	ηw	ηw	PROPN
essd-673	190	8	,	,	PUNCT
essd-673	190	9	ηbat	ηbat	NOUN
essd-673	190	10	,	,	PUNCT
essd-673	190	11	and	and	CCONJ
essd-673	190	12	ηdg	ηdg	NOUN
essd-673	190	13	represent	represent	VERB
essd-673	190	14	overall	overall	ADJ
essd-673	190	15	mg	mg	PROPN
essd-673	190	16	system	system	NOUN
essd-673	190	17	,	,	PUNCT
essd-673	190	18	inverter	inverter	NOUN
essd-673	190	19	,	,	PUNCT
essd-673	190	20	pv	pv	NOUN
essd-673	190	21	controller	controller	NOUN
essd-673	190	22	,	,	PUNCT
essd-673	190	23	connection	connection	NOUN
essd-673	190	24	wires	wire	NOUN
essd-673	190	25	,	,	PUNCT
essd-673	190	26	battery	battery	NOUN
essd-673	190	27	,	,	PUNCT
essd-673	190	28	and	and	CCONJ
essd-673	190	29	dg	dg	PROPN
essd-673	190	30	efficiencies	efficiency	NOUN
essd-673	190	31	.	.	PUNCT
essd-673	191	1	the	the	DET
essd-673	191	2	average	average	ADJ
essd-673	191	3	efficiency	efficiency	NOUN
essd-673	191	4	for	for	ADP
essd-673	191	5	dg	dg	PROPN
essd-673	191	6	,	,	PUNCT
essd-673	191	7	battery	battery	NOUN
essd-673	191	8	,	,	PUNCT
essd-673	191	9	pv	pv	NOUN
essd-673	191	10	controllers	controller	NOUN
essd-673	191	11	,	,	PUNCT
essd-673	191	12	inverter	inverter	NOUN
essd-673	191	13	,	,	PUNCT
essd-673	191	14	and	and	CCONJ
essd-673	191	15	wires	wire	NOUN
essd-673	191	16	,	,	PUNCT
essd-673	191	17	are	be	AUX
essd-673	191	18	shown	show	VERB
essd-673	191	19	in	in	ADP
essd-673	191	20	table	table	NOUN
essd-673	191	21	1	1	NUM
essd-673	191	22	.	.	PUNCT
essd-673	191	23	table	table	NOUN
essd-673	191	24	1	1	NUM
essd-673	191	25	.	.	PUNCT
essd-673	192	1	efficiencies	efficiency	NOUN
essd-673	192	2	for	for	ADP
essd-673	192	3	components	component	NOUN
essd-673	192	4	of	of	ADP
essd-673	192	5	mg	mg	PROPN
essd-673	192	6	.	.	PUNCT
essd-673	193	1	mg	mg	PROPN
essd-673	193	2	components	component	NOUN
essd-673	193	3	efficiency	efficiency	NOUN
essd-673	193	4	mg	mg	PROPN
essd-673	193	5	components	components	PROPN
essd-673	193	6	efficiency	efficiency	NOUN
essd-673	193	7	dg	dg	VERB
essd-673	193	8	0.85	0.85	NUM
essd-673	193	9	inverter	inverter	NOUN
essd-673	193	10	0.95	0.95	NUM
essd-673	193	11	battery	battery	NOUN
essd-673	193	12	0.85	0.85	NUM
essd-673	193	13	wires	wire	NOUN
essd-673	193	14	0.90	0.90	NUM
essd-673	193	15	pv	pv	NOUN
essd-673	193	16	controller	controller	NOUN
essd-673	193	17	0.95	0.95	NUM
essd-673	193	18	–	–	PUNCT
essd-673	193	19	–	–	PUNCT
essd-673	193	20	3.3	3.3	NUM
essd-673	193	21	.	.	PUNCT
essd-673	194	1	much	much	ADJ
essd-673	194	2	bounds	bound	NOUN
essd-673	194	3	and	and	CCONJ
essd-673	194	4	size	size	NOUN
essd-673	194	5	of	of	ADP
essd-673	194	6	design	design	NOUN
essd-673	194	7	variables	variable	NOUN
essd-673	194	8	constraints	constraint	VERB
essd-673	194	9	these	these	DET
essd-673	194	10	constraints	constraint	NOUN
essd-673	194	11	involve	involve	VERB
essd-673	194	12	physical	physical	ADJ
essd-673	194	13	limits	limit	NOUN
essd-673	194	14	on	on	ADP
essd-673	194	15	the	the	DET
essd-673	194	16	number	number	NOUN
essd-673	194	17	of	of	ADP
essd-673	194	18	mg	mg	PROPN
essd-673	194	19	generation	generation	NOUN
essd-673	194	20	sources	source	NOUN
essd-673	194	21	according	accord	VERB
essd-673	194	22	to	to	ADP
essd-673	194	23	the	the	DET
essd-673	194	24	available	available	ADJ
essd-673	194	25	area	area	NOUN
essd-673	194	26	of	of	ADP
essd-673	194	27	the	the	DET
essd-673	194	28	land	land	NOUN
essd-673	194	29	of	of	ADP
essd-673	194	30	the	the	DET
essd-673	194	31	project	project	NOUN
essd-673	194	32	.	.	PUNCT
essd-673	195	1	it	it	PRON
essd-673	195	2	also	also	ADV
essd-673	195	3	contains	contain	VERB
essd-673	195	4	limits	limit	NOUN
essd-673	195	5	with	with	ADP
essd-673	195	6	respect	respect	NOUN
essd-673	195	7	to	to	ADP
essd-673	195	8	the	the	DET
essd-673	195	9	sizing	sizing	NOUN
essd-673	195	10	of	of	ADP
essd-673	195	11	the	the	DET
essd-673	195	12	pv	pv	PROPN
essd-673	195	13	units	unit	NOUN
essd-673	195	14	as	as	ADV
essd-673	195	15	well	well	ADV
essd-673	195	16	as	as	ADP
essd-673	195	17	controllers	controller	NOUN
essd-673	195	18	and	and	CCONJ
essd-673	195	19	inverters	inverter	NOUN
essd-673	195	20	and	and	CCONJ
essd-673	195	21	constraints	constraint	NOUN
essd-673	195	22	to	to	ADP
essd-673	195	23	the	the	DET
essd-673	195	24	soc	soc	NOUN
essd-673	195	25	of	of	ADP
essd-673	195	26	batteries	battery	NOUN
essd-673	195	27	.	.	PUNCT
essd-673	196	1	these	these	DET
essd-673	196	2	constraints	constraint	NOUN
essd-673	196	3	can	can	AUX
essd-673	196	4	be	be	AUX
essd-673	196	5	modeled	model	VERB
essd-673	196	6	as	as	SCONJ
essd-673	196	7	indicated	indicate	VERB
essd-673	196	8	by	by	ADP
essd-673	196	9	the	the	DET
essd-673	196	10	following	follow	VERB
essd-673	196	11	equations	equation	NOUN
essd-673	196	12	(	(	PUNCT
essd-673	196	13	25	25	NUM
essd-673	196	14	to	to	PART
essd-673	196	15	30	30	NUM
essd-673	196	16	):	):	PUNCT
essd-673	196	17	0	0	NUM
essd-673	196	18	≤	≤	NUM
essd-673	196	19	𝑁𝑊𝑇	𝑁𝑊𝑇	PROPN
essd-673	196	20	≤	≤	NUM
essd-673	196	21	𝑁𝑊𝑇_𝑚𝑎𝑥	𝑁𝑊𝑇_𝑚𝑎𝑥	PUNCT
essd-673	196	22	(	(	PUNCT
essd-673	196	23	25	25	NUM
essd-673	196	24	)	)	PUNCT
essd-673	196	25	0	0	NUM
essd-673	197	1	≤	≤	ADJ
essd-673	197	2	𝑁𝑃𝑉	𝑁𝑃𝑉	PROPN
essd-673	197	3	≤	≤	NUM
essd-673	197	4	𝑁𝑃𝑉_𝑚𝑎𝑥	𝑁𝑃𝑉_𝑚𝑎𝑥	NOUN
essd-673	197	5	(	(	PUNCT
essd-673	197	6	26	26	NUM
essd-673	197	7	)	)	PUNCT
essd-673	197	8	0	0	NUM
essd-673	198	1	≤	≤	NUM
essd-673	198	2	𝑁𝐷𝐺	𝑁𝐷𝐺	PROPN
essd-673	198	3	≤	≤	PROPN
essd-673	198	4	𝑁𝐺𝐷_𝑚𝑎𝑥	𝑁𝐺𝐷_𝑚𝑎𝑥	PRON
essd-673	198	5	(	(	PUNCT
essd-673	198	6	27	27	NUM
essd-673	198	7	)	)	PUNCT
essd-673	198	8	∑	∑	PUNCT
essd-673	198	9	𝑁𝐶𝑜𝑛	𝑁𝐶𝑜𝑛	PROPN
essd-673	198	10	.	.	PUNCT
essd-673	199	1	𝑃𝐶𝑜𝑛	𝑃𝐶𝑜𝑛	ADJ
essd-673	199	2	≥	≥	NUM
essd-673	199	3	𝑃𝑃𝑉_𝑚𝑎𝑥	𝑃𝑃𝑉_𝑚𝑎𝑥	PUNCT
essd-673	199	4	∑	∑	PROPN
essd-673	199	5	𝑗	𝑗	PROPN
essd-673	199	6	(	(	PUNCT
essd-673	199	7	28	28	NUM
essd-673	199	8	)	)	PUNCT
essd-673	199	9	∑	∑	ADV
essd-673	199	10	𝑁𝐼𝑛𝑣	𝑁𝐼𝑛𝑣	PROPN
essd-673	199	11	.	.	PUNCT
essd-673	200	1	𝑃𝐼𝑛𝑣	𝑃𝐼𝑛𝑣	PROPN
essd-673	200	2	≥	≥	AUX
essd-673	200	3	𝑃𝑚𝑎𝑥	𝑃𝑚𝑎𝑥	PROPN
essd-673	200	4	∑	∑	PUNCT
essd-673	200	5	𝑖	𝑖	PROPN
essd-673	200	6	(	(	PUNCT
essd-673	200	7	29	29	NUM
essd-673	200	8	)	)	PUNCT
essd-673	200	9	𝑆𝑂𝐶𝑀𝑖𝑛	𝑆𝑂𝐶𝑀𝑖𝑛	NOUN
essd-673	200	10	≤	≤	ADJ
essd-673	200	11	𝑆𝑂𝐶	𝑆𝑂𝐶	PROPN
essd-673	200	12	≤	≤	ADJ
essd-673	200	13	𝑆𝑂𝐶𝑀𝑎𝑥	𝑆𝑂𝐶𝑀𝑎𝑥	PROPN
essd-673	200	14	(	(	PUNCT
essd-673	200	15	30	30	NUM
essd-673	200	16	)	)	PUNCT
essd-673	200	17	where	where	SCONJ
essd-673	200	18	nwt	nwt	PROPN
essd-673	200	19	-	-	PUNCT
essd-673	200	20	max	max	PROPN
essd-673	200	21	,	,	PUNCT
essd-673	200	22	npv	npv	NOUN
essd-673	200	23	-	-	PUNCT
essd-673	200	24	max	max	NOUN
essd-673	200	25	,	,	PUNCT
essd-673	200	26	and	and	CCONJ
essd-673	200	27	ndg	ndg	PROPN
essd-673	200	28	-	-	PUNCT
essd-673	200	29	max	max	PROPN
essd-673	200	30	represent	represent	VERB
essd-673	200	31	the	the	DET
essd-673	200	32	maximum	maximum	ADJ
essd-673	200	33	number	number	NOUN
essd-673	200	34	of	of	ADP
essd-673	200	35	wts	wts	PROPN
essd-673	200	36	,	,	PUNCT
essd-673	200	37	pv	pv	NOUN
essd-673	200	38	modules	module	NOUN
essd-673	200	39	and	and	CCONJ
essd-673	200	40	dg	dg	NOUN
essd-673	200	41	units	unit	NOUN
essd-673	200	42	.	.	PUNCT
essd-673	201	1	pin	pin	NOUN
essd-673	201	2	,	,	PUNCT
essd-673	201	3	pcon	pcon	NOUN
essd-673	201	4	,	,	PUNCT
essd-673	201	5	pmax	pmax	ADJ
essd-673	201	6	,	,	PUNCT
essd-673	201	7	and	and	CCONJ
essd-673	201	8	ppv	ppv	NOUN
essd-673	201	9	-	-	PUNCT
essd-673	201	10	max	max	PROPN
essd-673	201	11	represent	represent	VERB
essd-673	201	12	the	the	DET
essd-673	201	13	maximum	maximum	ADJ
essd-673	201	14	output	output	NOUN
essd-673	201	15	power	power	NOUN
essd-673	201	16	of	of	ADP
essd-673	201	17	inverter	inverter	NOUN
essd-673	201	18	,	,	PUNCT
essd-673	201	19	pv	pv	NOUN
essd-673	201	20	controller	controller	NOUN
essd-673	201	21	,	,	PUNCT
essd-673	201	22	load	load	NOUN
essd-673	201	23	,	,	PUNCT
essd-673	201	24	pv	pv	NOUN
essd-673	201	25	module	module	NOUN
essd-673	201	26	in	in	ADP
essd-673	201	27	watts	watt	NOUN
essd-673	201	28	and	and	CCONJ
essd-673	201	29	soc	soc	NOUN
essd-673	201	30	is	be	AUX
essd-673	201	31	the	the	DET
essd-673	201	32	battery	battery	NOUN
essd-673	201	33	state	state	NOUN
essd-673	201	34	of	of	ADP
essd-673	201	35	charge	charge	NOUN
essd-673	201	36	.	.	PUNCT
essd-673	202	1	3.4	3.4	NUM
essd-673	202	2	.	.	PUNCT
essd-673	202	3	diesel	diesel	NOUN
essd-673	202	4	operation	operation	NOUN
essd-673	202	5	constraints	constraint	NOUN
essd-673	202	6	dg	dg	NOUN
essd-673	202	7	should	should	AUX
essd-673	202	8	have	have	VERB
essd-673	202	9	operation	operation	NOUN
essd-673	202	10	time	time	NOUN
essd-673	202	11	limits	limit	NOUN
essd-673	202	12	for	for	ADP
essd-673	202	13	reducing	reduce	VERB
essd-673	202	14	wear	wear	NOUN
essd-673	202	15	and	and	CCONJ
essd-673	202	16	tear	tear	ADJ
essd-673	202	17	.	.	PUNCT
essd-673	203	1	this	this	DET
essd-673	203	2	limitation	limitation	NOUN
essd-673	203	3	can	can	AUX
essd-673	203	4	be	be	AUX
essd-673	203	5	modelled	model	VERB
essd-673	203	6	using	use	VERB
essd-673	203	7	equation	equation	NOUN
essd-673	203	8	(	(	PUNCT
essd-673	203	9	31	31	NUM
essd-673	203	10	)	)	PUNCT
essd-673	203	11	.	.	PUNCT
essd-673	204	1	0	0	NUM
essd-673	204	2	≤	≤	NUM
essd-673	204	3	∑	∑	PUNCT
essd-673	205	1	𝑇𝐷𝐺	𝑇𝐷𝐺	PROPN
essd-673	205	2	𝑇=24	𝑇=24	ADV
essd-673	205	3	𝑇=1	𝑇=1	X
essd-673	205	4	≤	≤	ADJ
essd-673	205	5	𝑇𝑚𝑎𝑥	𝑇𝑚𝑎𝑥	PROPN
essd-673	205	6	(	(	PUNCT
essd-673	205	7	31	31	NUM
essd-673	205	8	)	)	PUNCT
essd-673	205	9	where	where	SCONJ
essd-673	205	10	tdg	tdg	PROPN
essd-673	205	11	represents	represent	VERB
essd-673	205	12	the	the	DET
essd-673	205	13	time	time	NOUN
essd-673	205	14	in	in	ADP
essd-673	205	15	hours	hour	NOUN
essd-673	205	16	that	that	PRON
essd-673	205	17	the	the	DET
essd-673	205	18	dg	dg	PROPN
essd-673	205	19	operates	operate	VERB
essd-673	205	20	daily	daily	ADV
essd-673	205	21	and	and	CCONJ
essd-673	205	22	tmax	tmax	ADV
essd-673	205	23	is	be	AUX
essd-673	205	24	the	the	DET
essd-673	205	25	maximum	maximum	ADJ
essd-673	205	26	permissible	permissible	ADJ
essd-673	205	27	time	time	NOUN
essd-673	205	28	that	that	PRON
essd-673	205	29	the	the	DET
essd-673	205	30	dg	dg	NOUN
essd-673	205	31	operates	operate	VERB
essd-673	205	32	per	per	ADP
essd-673	205	33	day	day	NOUN
essd-673	205	34	.	.	PUNCT
essd-673	206	1	abde	abde	PROPN
essd-673	206	2	-	-	PUNCT
essd-673	206	3	hamed/	hamed/	NUM
essd-673	206	4	environmental	environmental	ADJ
essd-673	206	5	science	science	NOUN
essd-673	206	6	and	and	CCONJ
essd-673	206	7	sustainable	sustainable	ADJ
essd-673	206	8	development	development	NOUN
essd-673	206	9	pg	pg	NOUN
essd-673	206	10	.	.	PUNCT
essd-673	206	11	9	9	NUM
essd-673	206	12	3.5	3.5	NUM
essd-673	206	13	.	.	PUNCT
essd-673	207	1	co2	co2	NOUN
essd-673	207	2	emissions	emission	NOUN
essd-673	207	3	constraints	constraint	VERB
essd-673	207	4	the	the	DET
essd-673	207	5	co2	co2	NOUN
essd-673	207	6	emissions	emission	NOUN
essd-673	207	7	amount	amount	NOUN
essd-673	207	8	in	in	ADP
essd-673	207	9	kg	kg	PROPN
essd-673	207	10	is	be	AUX
essd-673	207	11	an	an	DET
essd-673	207	12	indication	indication	NOUN
essd-673	207	13	parameter	parameter	NOUN
essd-673	207	14	for	for	ADP
essd-673	207	15	the	the	DET
essd-673	207	16	environmental	environmental	ADJ
essd-673	207	17	pollution	pollution	NOUN
essd-673	207	18	.	.	PUNCT
essd-673	208	1	it	it	PRON
essd-673	208	2	represents	represent	VERB
essd-673	208	3	the	the	DET
essd-673	208	4	maximum	maximum	ADJ
essd-673	208	5	percentage	percentage	NOUN
essd-673	208	6	of	of	ADP
essd-673	208	7	the	the	DET
essd-673	208	8	co2	co2	NOUN
essd-673	208	9	emission	emission	NOUN
essd-673	208	10	results	result	NOUN
essd-673	208	11	in	in	ADP
essd-673	208	12	fuel	fuel	NOUN
essd-673	208	13	combustion	combustion	NOUN
essd-673	208	14	.	.	PUNCT
essd-673	209	1	up	up	ADV
essd-673	209	2	till	till	SCONJ
essd-673	209	3	now	now	ADV
essd-673	209	4	,	,	PUNCT
essd-673	209	5	there	there	PRON
essd-673	209	6	are	be	VERB
essd-673	209	7	no	no	DET
essd-673	209	8	maximum	maximum	ADJ
essd-673	209	9	governmental	governmental	ADJ
essd-673	209	10	permissible	permissible	ADJ
essd-673	209	11	limits	limit	NOUN
essd-673	209	12	or	or	CCONJ
essd-673	209	13	level	level	NOUN
essd-673	209	14	of	of	ADP
essd-673	209	15	co2	co2	NOUN
essd-673	209	16	emissions	emission	NOUN
essd-673	209	17	in	in	ADP
essd-673	209	18	country	country	NOUN
essd-673	209	19	where	where	SCONJ
essd-673	209	20	of	of	ADP
essd-673	209	21	the	the	DET
essd-673	209	22	mg	mg	PROPN
essd-673	209	23	project	project	NOUN
essd-673	209	24	is	be	AUX
essd-673	209	25	proposed	propose	VERB
essd-673	209	26	(	(	PUNCT
essd-673	209	27	hassan	hassan	PROPN
essd-673	209	28	et	et	PROPN
essd-673	209	29	al	al	PROPN
essd-673	209	30	.	.	PROPN
essd-673	209	31	,	,	PUNCT
essd-673	209	32	2016	2016	NUM
essd-673	209	33	)	)	PUNCT
essd-673	209	34	.	.	PUNCT
essd-673	210	1	in	in	ADP
essd-673	210	2	this	this	DET
essd-673	210	3	paper	paper	NOUN
essd-673	210	4	,	,	PUNCT
essd-673	210	5	a	a	DET
essd-673	210	6	maximum	maximum	ADJ
essd-673	210	7	permissible	permissible	ADJ
essd-673	210	8	level	level	NOUN
essd-673	210	9	of	of	ADP
essd-673	210	10	co2	co2	NOUN
essd-673	210	11	(	(	PUNCT
essd-673	210	12	kg	kg	X
essd-673	210	13	)	)	PUNCT
essd-673	210	14	is	be	AUX
essd-673	210	15	suggested	suggest	VERB
essd-673	210	16	for	for	ADP
essd-673	210	17	investigating	investigate	VERB
essd-673	210	18	the	the	DET
essd-673	210	19	impact	impact	NOUN
essd-673	210	20	of	of	ADP
essd-673	210	21	co2	co2	NOUN
essd-673	210	22	on	on	ADP
essd-673	210	23	the	the	DET
essd-673	210	24	optimal	optimal	ADJ
essd-673	210	25	mg	mg	PROPN
essd-673	210	26	system	system	NOUN
essd-673	210	27	configuration	configuration	NOUN
essd-673	210	28	and	and	CCONJ
essd-673	210	29	tic	tic	NOUN
essd-673	210	30	.	.	PUNCT
essd-673	211	1	this	this	DET
essd-673	211	2	limitation	limitation	NOUN
essd-673	211	3	can	can	AUX
essd-673	211	4	be	be	AUX
essd-673	211	5	supposed	suppose	VERB
essd-673	211	6	according	accord	VERB
essd-673	211	7	to	to	ADP
essd-673	211	8	equation	equation	NOUN
essd-673	211	9	(	(	PUNCT
essd-673	211	10	32	32	NUM
essd-673	211	11	)	)	PUNCT
essd-673	211	12	.	.	PUNCT
essd-673	212	1	𝐶𝑂2	𝐶𝑂2	PROPN
essd-673	212	2	≤	≤	ADJ
essd-673	212	3	𝐶𝑂2_𝑚𝑎𝑥	𝐶𝑂2_𝑚𝑎𝑥	NOUN
essd-673	212	4	(	(	PUNCT
essd-673	212	5	32	32	NUM
essd-673	212	6	)	)	PUNCT
essd-673	212	7	where	where	SCONJ
essd-673	212	8	co2	co2	NOUN
essd-673	212	9	-	-	PUNCT
essd-673	212	10	max	max	PROPN
essd-673	212	11	represents	represent	VERB
essd-673	212	12	the	the	DET
essd-673	212	13	maximum	maximum	ADJ
essd-673	212	14	permissible	permissible	ADJ
essd-673	212	15	limit	limit	NOUN
essd-673	212	16	of	of	ADP
essd-673	212	17	the	the	DET
essd-673	212	18	co2	co2	ADJ
essd-673	212	19	harmful	harmful	ADJ
essd-673	212	20	emissions	emission	NOUN
essd-673	212	21	in	in	ADP
essd-673	212	22	(	(	PUNCT
essd-673	212	23	kg	kg	NOUN
essd-673	212	24	)	)	PUNCT
essd-673	212	25	.	.	PUNCT
essd-673	213	1	4	4	X
essd-673	213	2	.	.	X
essd-673	213	3	optimal	optimal	ADJ
essd-673	213	4	mg	mg	PROPN
essd-673	213	5	configuration	configuration	NOUN
essd-673	213	6	approach	approach	NOUN
essd-673	213	7	and	and	CCONJ
essd-673	213	8	case	case	NOUN
essd-673	213	9	study	study	VERB
essd-673	213	10	4.1	4.1	NUM
essd-673	213	11	.	.	PUNCT
essd-673	214	1	optimal	optimal	ADJ
essd-673	214	2	method	method	NOUN
essd-673	214	3	the	the	DET
essd-673	214	4	mg	mg	PROPN
essd-673	214	5	configuration	configuration	NOUN
essd-673	214	6	optimization	optimization	NOUN
essd-673	214	7	problem	problem	NOUN
essd-673	214	8	is	be	AUX
essd-673	214	9	solved	solve	VERB
essd-673	214	10	by	by	ADP
essd-673	214	11	using	use	VERB
essd-673	214	12	the	the	DET
essd-673	214	13	matlab	matlab	PROPN
essd-673	214	14	optimal	optimal	ADJ
essd-673	214	15	search	search	NOUN
essd-673	214	16	code	code	NOUN
essd-673	214	17	.	.	PUNCT
essd-673	215	1	the	the	DET
essd-673	215	2	ga	ga	PROPN
essd-673	215	3	and	and	CCONJ
essd-673	215	4	pso	pso	NOUN
essd-673	215	5	techniques	technique	NOUN
essd-673	215	6	used	use	VERB
essd-673	215	7	by	by	ADP
essd-673	215	8	authors	author	NOUN
essd-673	215	9	in	in	ADP
essd-673	215	10	(	(	PUNCT
essd-673	215	11	el	el	NOUN
essd-673	215	12	-	-	PUNCT
essd-673	215	13	wakeel	wakeel	PROPN
essd-673	215	14	,	,	PUNCT
essd-673	215	15	el	el	PROPN
essd-673	215	16	-	-	PROPN
essd-673	215	17	eyoun	eyoun	PROPN
essd-673	215	18	,	,	PUNCT
essd-673	215	19	ellissy	ellissy	ADJ
essd-673	215	20	,	,	PUNCT
essd-673	215	21	&	&	CCONJ
essd-673	215	22	abdel	abdel	PROPN
essd-673	215	23	-	-	PUNCT
essd-673	215	24	hamed	hamed	PROPN
essd-673	215	25	,	,	PUNCT
essd-673	215	26	2015	2015	NUM
essd-673	215	27	)	)	PUNCT
essd-673	215	28	are	be	AUX
essd-673	215	29	implemented	implement	VERB
essd-673	215	30	with	with	ADP
essd-673	215	31	the	the	DET
essd-673	215	32	proposed	propose	VERB
essd-673	215	33	modules	module	NOUN
essd-673	215	34	of	of	ADP
essd-673	215	35	matlab	matlab	PROPN
essd-673	215	36	code	code	PROPN
essd-673	215	37	.	.	PUNCT
essd-673	216	1	this	this	PRON
essd-673	216	2	is	be	AUX
essd-673	216	3	achieved	achieve	VERB
essd-673	216	4	to	to	PART
essd-673	216	5	determine	determine	VERB
essd-673	216	6	the	the	DET
essd-673	216	7	numbers	number	NOUN
essd-673	216	8	of	of	ADP
essd-673	216	9	wts	wts	PROPN
essd-673	216	10	,	,	PUNCT
essd-673	216	11	pvs	pvs	PROPN
essd-673	216	12	,	,	PUNCT
essd-673	216	13	dg	dg	PROPN
essd-673	216	14	units	unit	NOUN
essd-673	216	15	,	,	PUNCT
essd-673	216	16	batteries	battery	NOUN
essd-673	216	17	,	,	PUNCT
essd-673	216	18	pv	pv	NOUN
essd-673	216	19	controllers	controller	NOUN
essd-673	216	20	,	,	PUNCT
essd-673	216	21	and	and	CCONJ
essd-673	216	22	inverters	inverter	NOUN
essd-673	216	23	.	.	PUNCT
essd-673	217	1	this	this	DET
essd-673	217	2	configuration	configuration	NOUN
essd-673	217	3	supplies	supply	VERB
essd-673	217	4	the	the	DET
essd-673	217	5	load	load	NOUN
essd-673	217	6	described	describe	VERB
essd-673	217	7	in	in	ADP
essd-673	217	8	subsection	subsection	NOUN
essd-673	217	9	4.2.1	4.2.1	NUM
essd-673	217	10	and	and	CCONJ
essd-673	217	11	reduces	reduce	VERB
essd-673	217	12	the	the	DET
essd-673	217	13	tic	tic	ADJ
essd-673	217	14	per	per	ADP
essd-673	217	15	year	year	NOUN
essd-673	217	16	taking	take	VERB
essd-673	217	17	into	into	ADP
essd-673	217	18	accounts	account	NOUN
essd-673	217	19	the	the	DET
essd-673	217	20	pollutant	pollutant	ADJ
essd-673	217	21	co2	co2	NOUN
essd-673	217	22	emission	emission	NOUN
essd-673	217	23	limits	limit	NOUN
essd-673	217	24	.	.	PUNCT
essd-673	218	1	the	the	DET
essd-673	218	2	matlab	matlab	PROPN
essd-673	218	3	code	code	PROPN
essd-673	218	4	which	which	PRON
essd-673	218	5	is	be	AUX
essd-673	218	6	divided	divide	VERB
essd-673	218	7	into	into	ADP
essd-673	218	8	four	four	NUM
essd-673	218	9	module	module	NOUN
essd-673	218	10	codes	code	NOUN
essd-673	218	11	as	as	SCONJ
essd-673	218	12	shown	show	VERB
essd-673	218	13	in	in	ADP
essd-673	218	14	fig	fig	NOUN
essd-673	218	15	.	.	PUNCT
essd-673	218	16	2	2	NUM
essd-673	218	17	is	be	AUX
essd-673	218	18	designed	design	VERB
essd-673	218	19	to	to	PART
essd-673	218	20	represent	represent	VERB
essd-673	218	21	and	and	CCONJ
essd-673	218	22	execute	execute	VERB
essd-673	218	23	the	the	DET
essd-673	218	24	proposed	propose	VERB
essd-673	218	25	approach	approach	NOUN
essd-673	218	26	.	.	PUNCT
essd-673	219	1	the	the	DET
essd-673	219	2	1st	1st	ADJ
essd-673	219	3	module	module	NOUN
essd-673	219	4	calculates	calculate	VERB
essd-673	219	5	the	the	DET
essd-673	219	6	energy	energy	NOUN
essd-673	219	7	generated	generate	VERB
essd-673	219	8	per	per	ADP
essd-673	219	9	year	year	NOUN
essd-673	219	10	by	by	ADP
essd-673	219	11	any	any	DET
essd-673	219	12	given	give	VERB
essd-673	219	13	type	type	NOUN
essd-673	219	14	of	of	ADP
essd-673	219	15	wt	wt	NUM
essd-673	219	16	based	base	VERB
essd-673	219	17	on	on	ADP
essd-673	219	18	the	the	DET
essd-673	219	19	designed	design	VERB
essd-673	219	20	model	model	NOUN
essd-673	219	21	illustrated	illustrate	VERB
essd-673	219	22	in	in	ADP
essd-673	219	23	section	section	NOUN
essd-673	219	24	2.1	2.1	NUM
essd-673	219	25	.	.	PUNCT
essd-673	220	1	a	a	DET
essd-673	220	2	combination	combination	NOUN
essd-673	220	3	of	of	ADP
essd-673	220	4	wts	wts	PROPN
essd-673	220	5	power	power	NOUN
essd-673	220	6	curve	curve	NOUN
essd-673	220	7	and	and	CCONJ
essd-673	220	8	weibull	weibull	NOUN
essd-673	220	9	is	be	AUX
essd-673	220	10	used	use	VERB
essd-673	220	11	by	by	ADP
essd-673	220	12	this	this	DET
essd-673	220	13	module	module	NOUN
essd-673	220	14	.	.	PUNCT
essd-673	221	1	the	the	DET
essd-673	221	2	input	input	NOUN
essd-673	221	3	information	information	NOUN
essd-673	221	4	for	for	ADP
essd-673	221	5	that	that	DET
essd-673	221	6	module	module	NOUN
essd-673	221	7	are	be	AUX
essd-673	221	8	:	:	PUNCT
essd-673	221	9	the	the	DET
essd-673	221	10	wts	wts	PROPN
essd-673	221	11	power	power	NOUN
essd-673	221	12	curves	curve	NOUN
essd-673	221	13	,	,	PUNCT
essd-673	221	14	the	the	DET
essd-673	221	15	resource	resource	NOUN
essd-673	221	16	for	for	ADP
essd-673	221	17	wind	wind	NOUN
essd-673	221	18	speeds	speed	NOUN
essd-673	221	19	at	at	ADP
essd-673	221	20	both	both	CCONJ
essd-673	221	21	hub	hub	NOUN
essd-673	221	22	and	and	CCONJ
essd-673	221	23	tower	tower	NOUN
essd-673	221	24	height	height	NOUN
essd-673	221	25	.	.	PUNCT
essd-673	222	1	the	the	DET
essd-673	222	2	energy	energy	NOUN
essd-673	222	3	generated	generate	VERB
essd-673	222	4	annually	annually	ADV
essd-673	222	5	by	by	ADP
essd-673	222	6	any	any	DET
essd-673	222	7	given	give	VERB
essd-673	222	8	type	type	NOUN
essd-673	222	9	of	of	ADP
essd-673	222	10	a	a	DET
essd-673	222	11	pv	pv	NOUN
essd-673	222	12	array	array	NOUN
essd-673	222	13	,	,	PUNCT
essd-673	222	14	based	base	VERB
essd-673	222	15	on	on	ADP
essd-673	222	16	the	the	DET
essd-673	222	17	mathematical	mathematical	ADJ
essd-673	222	18	model	model	NOUN
essd-673	222	19	explained	explain	VERB
essd-673	222	20	in	in	ADP
essd-673	222	21	section	section	NOUN
essd-673	222	22	2.2	2.2	NUM
essd-673	222	23	,	,	PUNCT
essd-673	222	24	is	be	AUX
essd-673	222	25	calculated	calculate	VERB
essd-673	222	26	by	by	ADP
essd-673	222	27	using	use	VERB
essd-673	222	28	the	the	DET
essd-673	222	29	2nd	2nd	ADJ
essd-673	222	30	module	module	NOUN
essd-673	222	31	.	.	PUNCT
essd-673	223	1	the	the	DET
essd-673	223	2	data	datum	NOUN
essd-673	223	3	entered	enter	VERB
essd-673	223	4	for	for	ADP
essd-673	223	5	the	the	DET
essd-673	223	6	module	module	NOUN
essd-673	223	7	are	be	AUX
essd-673	223	8	:	:	PUNCT
essd-673	223	9	power	power	NOUN
essd-673	223	10	rating	rating	NOUN
essd-673	223	11	of	of	ADP
essd-673	223	12	each	each	DET
essd-673	223	13	wt	wt	NOUN
essd-673	223	14	type	type	NOUN
essd-673	223	15	,	,	PUNCT
essd-673	223	16	the	the	DET
essd-673	223	17	site	site	NOUN
essd-673	223	18	temperature	temperature	NOUN
essd-673	223	19	and	and	CCONJ
essd-673	223	20	irradiance	irradiance	NOUN
essd-673	223	21	levels	level	NOUN
essd-673	223	22	.	.	PUNCT
essd-673	224	1	the	the	DET
essd-673	224	2	3rd	3rd	ADJ
essd-673	224	3	module	module	NOUN
essd-673	224	4	computes	compute	VERB
essd-673	224	5	the	the	DET
essd-673	224	6	annual	annual	ADJ
essd-673	224	7	energy	energy	NOUN
essd-673	224	8	generated	generate	VERB
essd-673	224	9	by	by	ADP
essd-673	224	10	any	any	DET
essd-673	224	11	given	give	VERB
essd-673	224	12	type	type	NOUN
essd-673	224	13	of	of	ADP
essd-673	224	14	dg	dg	NOUN
essd-673	224	15	based	base	VERB
essd-673	224	16	on	on	ADP
essd-673	224	17	the	the	DET
essd-673	224	18	mathematical	mathematical	ADJ
essd-673	224	19	model	model	NOUN
essd-673	224	20	explained	explain	VERB
essd-673	224	21	in	in	ADP
essd-673	224	22	section	section	NOUN
essd-673	224	23	2.3	2.3	NUM
essd-673	224	24	.	.	PUNCT
essd-673	225	1	the	the	DET
essd-673	225	2	data	datum	NOUN
essd-673	225	3	entered	enter	VERB
essd-673	225	4	for	for	ADP
essd-673	225	5	the	the	DET
essd-673	225	6	module	module	NOUN
essd-673	225	7	are	be	AUX
essd-673	225	8	:	:	PUNCT
essd-673	225	9	the	the	DET
essd-673	225	10	diesel	diesel	NOUN
essd-673	225	11	generator	generator	NOUN
essd-673	225	12	rated	rate	VERB
essd-673	225	13	power	power	NOUN
essd-673	225	14	,	,	PUNCT
essd-673	225	15	the	the	DET
essd-673	225	16	diesel	diesel	NOUN
essd-673	225	17	generator	generator	NOUN
essd-673	225	18	efficiency	efficiency	NOUN
essd-673	225	19	,	,	PUNCT
essd-673	225	20	and	and	CCONJ
essd-673	225	21	its	its	PRON
essd-673	225	22	operation	operation	NOUN
essd-673	225	23	time	time	NOUN
essd-673	225	24	.	.	PUNCT
essd-673	226	1	the	the	DET
essd-673	226	2	4	4	NUM
essd-673	226	3	t	t	NOUN
essd-673	226	4	h	h	NOUN
essd-673	226	5	module	module	NOUN
essd-673	226	6	is	be	AUX
essd-673	226	7	the	the	DET
essd-673	226	8	ga	ga	PROPN
essd-673	226	9	,	,	PUNCT
essd-673	226	10	and	and	CCONJ
essd-673	226	11	pso	pso	NOUN
essd-673	226	12	technique	technique	NOUN
essd-673	226	13	(	(	PUNCT
essd-673	226	14	el	el	NOUN
essd-673	226	15	-	-	PUNCT
essd-673	226	16	wakeel	wakeel	PROPN
essd-673	226	17	,	,	PUNCT
essd-673	226	18	el	el	PROPN
essd-673	226	19	-	-	PROPN
essd-673	226	20	eyoun	eyoun	PROPN
essd-673	226	21	,	,	PUNCT
essd-673	226	22	ellissy	ellissy	ADJ
essd-673	226	23	,	,	PUNCT
essd-673	226	24	&	&	CCONJ
essd-673	226	25	abdel	abdel	PROPN
essd-673	226	26	-	-	PUNCT
essd-673	226	27	hamed	hamed	PROPN
essd-673	226	28	,	,	PUNCT
essd-673	226	29	2015	2015	NUM
essd-673	226	30	)	)	PUNCT
essd-673	226	31	used	use	VERB
essd-673	226	32	with	with	ADP
essd-673	226	33	the	the	DET
essd-673	226	34	objective	objective	ADJ
essd-673	226	35	/	/	SYM
essd-673	226	36	fitness	fitness	NOUN
essd-673	226	37	function	function	NOUN
essd-673	226	38	for	for	ADP
essd-673	226	39	the	the	DET
essd-673	226	40	optimization	optimization	NOUN
essd-673	226	41	of	of	ADP
essd-673	226	42	the	the	DET
essd-673	226	43	proposed	propose	VERB
essd-673	226	44	configuration	configuration	NOUN
essd-673	226	45	.	.	PUNCT
essd-673	227	1	all	all	DET
essd-673	227	2	the	the	DET
essd-673	227	3	previous	previous	ADJ
essd-673	227	4	results	result	NOUN
essd-673	227	5	from	from	ADP
essd-673	227	6	first	first	ADJ
essd-673	227	7	,	,	PUNCT
essd-673	227	8	second	second	ADJ
essd-673	227	9	,	,	PUNCT
essd-673	227	10	and	and	CCONJ
essd-673	227	11	third	third	ADJ
essd-673	227	12	modules	module	NOUN
essd-673	227	13	are	be	AUX
essd-673	227	14	the	the	DET
essd-673	227	15	inputs	input	NOUN
essd-673	227	16	to	to	ADP
essd-673	227	17	fourth	fourth	ADJ
essd-673	227	18	module	module	NOUN
essd-673	227	19	besides	besides	SCONJ
essd-673	227	20	the	the	DET
essd-673	227	21	data	datum	NOUN
essd-673	227	22	for	for	ADP
essd-673	227	23	controllers	controller	NOUN
essd-673	227	24	,	,	PUNCT
essd-673	227	25	inverters	inverter	NOUN
essd-673	227	26	,	,	PUNCT
essd-673	227	27	and	and	CCONJ
essd-673	227	28	batteries	battery	NOUN
essd-673	227	29	.	.	PUNCT
essd-673	228	1	this	this	DET
essd-673	228	2	module	module	NOUN
essd-673	228	3	calculates	calculate	VERB
essd-673	228	4	the	the	DET
essd-673	228	5	optimal	optimal	ADJ
essd-673	228	6	number	number	NOUN
essd-673	228	7	of	of	ADP
essd-673	228	8	mg	mg	PROPN
essd-673	228	9	system	system	NOUN
essd-673	228	10	components	component	NOUN
essd-673	228	11	supplying	supply	VERB
essd-673	228	12	and	and	CCONJ
essd-673	228	13	managing	manage	VERB
essd-673	228	14	the	the	DET
essd-673	228	15	specified	specify	VERB
essd-673	228	16	load	load	NOUN
essd-673	228	17	based	base	VERB
essd-673	228	18	on	on	ADP
essd-673	228	19	minimum	minimum	ADJ
essd-673	228	20	tic	tic	NOUN
essd-673	228	21	for	for	ADP
essd-673	228	22	all	all	DET
essd-673	228	23	components	component	NOUN
essd-673	228	24	with	with	ADP
essd-673	228	25	co2	co2	NOUN
essd-673	228	26	emissions	emission	NOUN
essd-673	228	27	constraints	constraint	NOUN
essd-673	228	28	considerations	consideration	NOUN
essd-673	228	29	.	.	PUNCT
essd-673	229	1	solar	solar	ADJ
essd-673	229	2	cells	cell	NOUN
essd-673	229	3	and	and	CCONJ
essd-673	229	4	solar	solar	ADJ
essd-673	229	5	temperature	temperature	NOUN
essd-673	229	6	and	and	CCONJ
essd-673	229	7	radiation	radiation	NOUN
essd-673	229	8	code	code	NOUN
essd-673	229	9	of	of	ADP
essd-673	229	10	module	module	NOUN
essd-673	229	11	1	1	NUM
essd-673	229	12	code	code	NOUN
essd-673	229	13	of	of	ADP
essd-673	229	14	module	module	NOUN
essd-673	229	15	4	4	NUM
essd-673	229	16	(	(	PUNCT
essd-673	229	17	ai	ai	VERB
essd-673	229	18	techniques	technique	NOUN
essd-673	229	19	)	)	PUNCT
essd-673	229	20	prices	price	NOUN
essd-673	229	21	,	,	PUNCT
essd-673	229	22	controllers	controller	NOUN
essd-673	229	23	and	and	CCONJ
essd-673	229	24	inverters	inverter	VERB
essd-673	229	25	data	data	NOUN
essd-673	229	26	wind	wind	NOUN
essd-673	229	27	turbines	turbine	NOUN
essd-673	229	28	power	power	NOUN
essd-673	229	29	curves	curve	NOUN
essd-673	229	30	and	and	CCONJ
essd-673	229	31	wind	wind	NOUN
essd-673	229	32	speed	speed	NOUN
essd-673	229	33	data	datum	NOUN
essd-673	229	34	diesel	diesel	NOUN
essd-673	229	35	rated	rate	VERB
essd-673	229	36	power	power	NOUN
essd-673	229	37	,	,	PUNCT
essd-673	229	38	efficiency	efficiency	NOUN
essd-673	229	39	and	and	CCONJ
essd-673	229	40	operation	operation	NOUN
essd-673	229	41	time	time	NOUN
essd-673	229	42	code	code	PROPN
essd-673	229	43	of	of	ADP
essd-673	229	44	module	module	NOUN
essd-673	229	45	2	2	NUM
essd-673	229	46	code	code	NOUN
essd-673	229	47	of	of	ADP
essd-673	229	48	module	module	NOUN
essd-673	229	49	3	3	NUM
essd-673	229	50	annual	annual	ADJ
essd-673	229	51	solar	solar	ADJ
essd-673	229	52	energy	energy	NOUN
essd-673	229	53	annual	annual	ADJ
essd-673	229	54	wind	wind	NOUN
essd-673	229	55	energy	energy	NOUN
essd-673	229	56	annual	annual	ADJ
essd-673	229	57	wind	wind	NOUN
essd-673	229	58	energy	energy	NOUN
essd-673	229	59	load	load	NOUN
essd-673	229	60	data	datum	NOUN
essd-673	229	61	optimal	optimal	ADJ
essd-673	229	62	mg	mg	PROPN
essd-673	229	63	configuration	configuration	NOUN
essd-673	229	64	for	for	ADP
essd-673	229	65	energy	energy	NOUN
essd-673	229	66	mangement	mangement	NOUN
essd-673	229	67	figure	figure	NOUN
essd-673	229	68	2	2	NUM
essd-673	229	69	.	.	PUNCT
essd-673	230	1	modules	module	NOUN
essd-673	230	2	of	of	ADP
essd-673	230	3	the	the	DET
essd-673	230	4	suggested	suggest	VERB
essd-673	230	5	optimization	optimization	NOUN
essd-673	230	6	scheme	scheme	NOUN
essd-673	230	7	abde	abde	ADP
essd-673	230	8	-	-	PUNCT
essd-673	230	9	hamed/	hamed/	NUM
essd-673	230	10	environmental	environmental	ADJ
essd-673	230	11	science	science	NOUN
essd-673	230	12	and	and	CCONJ
essd-673	230	13	sustainable	sustainable	ADJ
essd-673	230	14	development	development	NOUN
essd-673	230	15	pg	pg	NOUN
essd-673	230	16	.	.	PROPN
essd-673	231	1	10	10	NUM
essd-673	231	2	a	a	DET
essd-673	231	3	detailed	detailed	ADJ
essd-673	231	4	computational	computational	ADJ
essd-673	231	5	procedure	procedure	NOUN
essd-673	231	6	of	of	ADP
essd-673	231	7	fourth	fourth	ADJ
essd-673	231	8	module	module	NOUN
essd-673	231	9	,	,	PUNCT
essd-673	231	10	for	for	ADP
essd-673	231	11	optimal	optimal	ADJ
essd-673	231	12	mg	mg	PROPN
essd-673	231	13	system	system	NOUN
essd-673	231	14	configuration	configuration	NOUN
essd-673	231	15	,	,	PUNCT
essd-673	231	16	is	be	AUX
essd-673	231	17	indicated	indicate	VERB
essd-673	231	18	by	by	ADP
essd-673	231	19	fig	fig	NOUN
essd-673	231	20	.	.	PUNCT
essd-673	232	1	3	3	X
essd-673	232	2	.	.	X
essd-673	233	1	the	the	DET
essd-673	233	2	input	input	NOUN
essd-673	233	3	data	datum	NOUN
essd-673	233	4	are	be	AUX
essd-673	233	5	1	1	NUM
essd-673	233	6	)	)	PUNCT
essd-673	233	7	the	the	DET
essd-673	233	8	data	datum	NOUN
essd-673	233	9	related	relate	VERB
essd-673	233	10	to	to	ADP
essd-673	233	11	meteorological	meteorological	ADJ
essd-673	233	12	information	information	NOUN
essd-673	233	13	of	of	ADP
essd-673	233	14	the	the	DET
essd-673	233	15	selected	select	VERB
essd-673	233	16	location	location	NOUN
essd-673	233	17	.	.	PUNCT
essd-673	234	1	this	this	DET
essd-673	234	2	data	data	NOUN
essd-673	234	3	is	be	AUX
essd-673	234	4	obtained	obtain	VERB
essd-673	234	5	from	from	ADP
essd-673	234	6	nasa	nasa	PROPN
essd-673	234	7	.	.	PUNCT
essd-673	235	1	2	2	X
essd-673	235	2	)	)	PUNCT
essd-673	235	3	the	the	DET
essd-673	235	4	unit	unit	NOUN
essd-673	235	5	prices	price	NOUN
essd-673	235	6	of	of	ADP
essd-673	235	7	the	the	DET
essd-673	235	8	projected	project	VERB
essd-673	235	9	mg	mg	PROPN
essd-673	235	10	system	system	NOUN
essd-673	235	11	components	component	NOUN
essd-673	235	12	including	include	VERB
essd-673	235	13	installation	installation	NOUN
essd-673	235	14	,	,	PUNCT
essd-673	235	15	operation	operation	NOUN
essd-673	235	16	&	&	CCONJ
essd-673	235	17	maintenance	maintenance	NOUN
essd-673	235	18	costs	cost	NOUN
essd-673	235	19	,	,	PUNCT
essd-673	235	20	components	component	NOUN
essd-673	235	21	life	life	NOUN
essd-673	235	22	time	time	NOUN
essd-673	235	23	which	which	PRON
essd-673	235	24	are	be	AUX
essd-673	235	25	acquired	acquire	VERB
essd-673	235	26	from	from	ADP
essd-673	235	27	(	(	PUNCT
essd-673	235	28	hassan	hassan	PROPN
essd-673	235	29	el	el	PROPN
essd-673	235	30	al	al	PROPN
essd-673	235	31	.	.	PROPN
essd-673	235	32	,	,	PUNCT
essd-673	235	33	2015	2015	NUM
essd-673	235	34	)	)	PUNCT
essd-673	235	35	.	.	PUNCT
essd-673	236	1	3	3	X
essd-673	236	2	)	)	PUNCT
essd-673	236	3	other	other	ADJ
essd-673	236	4	inputs	input	NOUN
essd-673	236	5	are	be	AUX
essd-673	236	6	fitness	fitness	NOUN
essd-673	236	7	function	function	NOUN
essd-673	236	8	,	,	PUNCT
essd-673	236	9	constraints	constraint	NOUN
essd-673	236	10	and	and	CCONJ
essd-673	236	11	load	load	NOUN
essd-673	236	12	data	datum	NOUN
essd-673	236	13	explained	explain	VERB
essd-673	236	14	previously	previously	ADV
essd-673	236	15	.	.	PUNCT
essd-673	237	1	the	the	DET
essd-673	237	2	optimal	optimal	ADJ
essd-673	237	3	composition	composition	NOUN
essd-673	237	4	of	of	ADP
essd-673	237	5	pvs	pvs	PROPN
essd-673	237	6	,	,	PUNCT
essd-673	237	7	wts	wts	PROPN
essd-673	237	8	,	,	PUNCT
essd-673	237	9	dgs	dgs	PROPN
essd-673	237	10	,	,	PUNCT
essd-673	237	11	batteries	battery	NOUN
essd-673	237	12	,	,	PUNCT
essd-673	237	13	controllers	controller	NOUN
essd-673	237	14	,	,	PUNCT
essd-673	237	15	and	and	CCONJ
essd-673	237	16	inverters	inverter	NOUN
essd-673	237	17	from	from	ADP
essd-673	237	18	different	different	ADJ
essd-673	237	19	brands	brand	NOUN
essd-673	237	20	are	be	AUX
essd-673	237	21	calculated	calculate	VERB
essd-673	237	22	by	by	ADP
essd-673	237	23	using	use	VERB
essd-673	237	24	pso	pso	NOUN
essd-673	237	25	and	and	CCONJ
essd-673	237	26	ga	ga	PROPN
essd-673	237	27	as	as	SCONJ
essd-673	237	28	follows	follow	VERB
essd-673	237	29	:	:	PUNCT
essd-673	237	30	using	use	VERB
essd-673	237	31	ga	ga	NOUN
essd-673	237	32	the	the	DET
essd-673	237	33	initial	initial	ADJ
essd-673	237	34	population	population	NOUN
essd-673	237	35	of	of	ADP
essd-673	237	36	the	the	DET
essd-673	237	37	chromosomes	chromosome	NOUN
essd-673	237	38	that	that	PRON
essd-673	237	39	represents	represent	VERB
essd-673	237	40	the	the	DET
essd-673	237	41	number	number	NOUN
essd-673	237	42	of	of	ADP
essd-673	237	43	each	each	DET
essd-673	237	44	component	component	NOUN
essd-673	237	45	of	of	ADP
essd-673	237	46	the	the	DET
essd-673	237	47	mg	mg	PROPN
essd-673	237	48	is	be	AUX
essd-673	237	49	randomly	randomly	ADV
essd-673	237	50	generated	generate	VERB
essd-673	237	51	.	.	PUNCT
essd-673	238	1	the	the	DET
essd-673	238	2	chromosomes	chromosome	NOUN
essd-673	238	3	are	be	AUX
essd-673	238	4	evaluated	evaluate	VERB
essd-673	238	5	according	accord	VERB
essd-673	238	6	to	to	ADP
essd-673	238	7	the	the	DET
essd-673	238	8	selected	select	VERB
essd-673	238	9	fitness	fitness	NOUN
essd-673	238	10	function	function	NOUN
essd-673	238	11	described	describe	VERB
essd-673	238	12	in	in	ADP
essd-673	238	13	subsection	subsection	NOUN
essd-673	238	14	3.1	3.1	NUM
essd-673	238	15	.	.	PUNCT
essd-673	239	1	a	a	DET
essd-673	239	2	new	new	ADJ
essd-673	239	3	population	population	NOUN
essd-673	239	4	based	base	VERB
essd-673	239	5	on	on	ADP
essd-673	239	6	the	the	DET
essd-673	239	7	fitness	fitness	NOUN
essd-673	239	8	of	of	ADP
essd-673	239	9	the	the	DET
essd-673	239	10	individuals	individual	NOUN
essd-673	239	11	is	be	AUX
essd-673	239	12	selected	select	VERB
essd-673	239	13	from	from	ADP
essd-673	239	14	the	the	DET
essd-673	239	15	old	old	ADJ
essd-673	239	16	one	one	NUM
essd-673	239	17	.	.	PUNCT
essd-673	240	1	genetic	genetic	ADJ
essd-673	240	2	operators	operator	NOUN
essd-673	240	3	(	(	PUNCT
essd-673	240	4	mutation	mutation	NOUN
essd-673	240	5	and	and	CCONJ
essd-673	240	6	crossover	crossover	NOUN
essd-673	240	7	)	)	PUNCT
essd-673	240	8	are	be	AUX
essd-673	240	9	applied	apply	VERB
essd-673	240	10	to	to	ADP
essd-673	240	11	members	member	NOUN
essd-673	240	12	of	of	ADP
essd-673	240	13	the	the	DET
essd-673	240	14	population	population	NOUN
essd-673	240	15	to	to	PART
essd-673	240	16	create	create	VERB
essd-673	240	17	new	new	ADJ
essd-673	240	18	solutions	solution	NOUN
essd-673	240	19	.	.	PUNCT
essd-673	241	1	the	the	DET
essd-673	241	2	process	process	NOUN
essd-673	241	3	of	of	ADP
essd-673	241	4	evaluation	evaluation	NOUN
essd-673	241	5	and	and	CCONJ
essd-673	241	6	new	new	ADJ
essd-673	241	7	population	population	NOUN
essd-673	241	8	creation	creation	NOUN
essd-673	241	9	is	be	AUX
essd-673	241	10	continued	continue	VERB
essd-673	241	11	until	until	SCONJ
essd-673	241	12	a	a	DET
essd-673	241	13	satisfactory	satisfactory	ADJ
essd-673	241	14	solution	solution	NOUN
essd-673	241	15	based	base	VERB
essd-673	241	16	on	on	ADP
essd-673	241	17	specific	specific	ADJ
essd-673	241	18	termination	termination	NOUN
essd-673	241	19	criteria	criterion	NOUN
essd-673	241	20	has	have	AUX
essd-673	241	21	been	be	AUX
essd-673	241	22	satisfied	satisfied	ADJ
essd-673	241	23	.	.	PUNCT
essd-673	242	1	usually	usually	ADV
essd-673	242	2	the	the	DET
essd-673	242	3	maximum	maximum	ADJ
essd-673	242	4	number	number	NOUN
essd-673	242	5	of	of	ADP
essd-673	242	6	generations	generation	NOUN
essd-673	242	7	is	be	AUX
essd-673	242	8	used	use	VERB
essd-673	242	9	as	as	ADP
essd-673	242	10	the	the	DET
essd-673	242	11	termination	termination	NOUN
essd-673	242	12	criterion	criterion	NOUN
essd-673	242	13	.	.	PUNCT
essd-673	243	1	experience	experience	NOUN
essd-673	243	2	shows	show	VERB
essd-673	243	3	that	that	SCONJ
essd-673	243	4	mutation	mutation	NOUN
essd-673	243	5	should	should	AUX
essd-673	243	6	be	be	AUX
essd-673	243	7	done	do	VERB
essd-673	243	8	with	with	ADP
essd-673	243	9	a	a	DET
essd-673	243	10	low	low	ADJ
essd-673	243	11	probability	probability	NOUN
essd-673	243	12	ranging	range	VERB
essd-673	243	13	from	from	ADP
essd-673	243	14	0.1	0.1	NUM
essd-673	243	15	to	to	PART
essd-673	243	16	2	2	NUM
essd-673	243	17	%	%	NOUN
essd-673	243	18	,	,	PUNCT
essd-673	243	19	while	while	SCONJ
essd-673	243	20	the	the	DET
essd-673	243	21	crossover	crossover	NOUN
essd-673	243	22	rate	rate	NOUN
essd-673	243	23	should	should	AUX
essd-673	243	24	be	be	AUX
essd-673	243	25	between	between	ADP
essd-673	243	26	60	60	NUM
essd-673	243	27	to	to	PART
essd-673	243	28	90	90	NUM
essd-673	243	29	%	%	NOUN
essd-673	243	30	.	.	PUNCT
essd-673	244	1	again	again	ADV
essd-673	244	2	,	,	PUNCT
essd-673	244	3	the	the	DET
essd-673	244	4	ga	ga	PROPN
essd-673	244	5	has	have	AUX
essd-673	244	6	been	be	AUX
essd-673	244	7	run	run	VERB
essd-673	244	8	for	for	ADP
essd-673	244	9	20	20	NUM
essd-673	244	10	independent	independent	ADJ
essd-673	244	11	trials	trial	NOUN
essd-673	244	12	with	with	ADP
essd-673	244	13	different	different	ADJ
essd-673	244	14	settings	setting	NOUN
essd-673	244	15	until	until	SCONJ
essd-673	244	16	the	the	DET
essd-673	244	17	solutions	solution	NOUN
essd-673	244	18	are	be	AUX
essd-673	244	19	very	very	ADV
essd-673	244	20	close	close	ADJ
essd-673	244	21	to	to	ADP
essd-673	244	22	each	each	DET
essd-673	244	23	other	other	ADJ
essd-673	244	24	.	.	PUNCT
essd-673	245	1	according	accord	VERB
essd-673	245	2	to	to	ADP
essd-673	245	3	the	the	DET
essd-673	245	4	trials	trial	NOUN
essd-673	245	5	,	,	PUNCT
essd-673	245	6	ga	ga	PROPN
essd-673	245	7	parameters	parameter	NOUN
essd-673	245	8	are	be	AUX
essd-673	245	9	determined	determine	VERB
essd-673	245	10	as	as	ADP
essd-673	245	11	:	:	PUNCT
essd-673	245	12	maximum	maximum	ADJ
essd-673	245	13	number	number	NOUN
essd-673	245	14	of	of	ADP
essd-673	245	15	iterations	iteration	NOUN
essd-673	245	16	/	/	SYM
essd-673	245	17	generations	generation	NOUN
essd-673	245	18	=	=	NOUN
essd-673	245	19	100	100	NUM
essd-673	245	20	,	,	PUNCT
essd-673	245	21	population	population	NOUN
essd-673	245	22	size	size	NOUN
essd-673	245	23	=	=	SYM
essd-673	245	24	3000	3000	NUM
essd-673	245	25	,	,	PUNCT
essd-673	245	26	the	the	DET
essd-673	245	27	cross	cross	NOUN
essd-673	245	28	over	over	ADP
essd-673	245	29	rate	rate	NOUN
essd-673	245	30	=	=	SYM
essd-673	245	31	0.9	0.9	NUM
essd-673	245	32	and	and	CCONJ
essd-673	245	33	the	the	DET
essd-673	245	34	mutation	mutation	NOUN
essd-673	245	35	rate	rate	NOUN
essd-673	245	36	=	=	NOUN
essd-673	245	37	0.001	0.001	NUM
essd-673	245	38	.	.	PUNCT
essd-673	246	1	using	use	VERB
essd-673	246	2	pso	pso	NOUN
essd-673	246	3	in	in	ADP
essd-673	246	4	the	the	DET
essd-673	246	5	pso	pso	NOUN
essd-673	246	6	algorithm	algorithm	NOUN
essd-673	246	7	,	,	PUNCT
essd-673	246	8	a	a	DET
essd-673	246	9	population	population	NOUN
essd-673	246	10	of	of	ADP
essd-673	246	11	particles	particle	NOUN
essd-673	246	12	is	be	AUX
essd-673	246	13	put	put	VERB
essd-673	246	14	into	into	ADP
essd-673	246	15	the	the	DET
essd-673	246	16	dimensional	dimensional	ADJ
essd-673	246	17	search	search	NOUN
essd-673	246	18	space	space	NOUN
essd-673	246	19	with	with	ADP
essd-673	246	20	randomly	randomly	ADV
essd-673	246	21	chosen	choose	VERB
essd-673	246	22	velocities	velocity	NOUN
essd-673	246	23	and	and	CCONJ
essd-673	246	24	positions	position	NOUN
essd-673	246	25	knowing	know	VERB
essd-673	246	26	their	their	PRON
essd-673	246	27	best	good	ADJ
essd-673	246	28	values	value	NOUN
essd-673	246	29	so	so	ADV
essd-673	246	30	far	far	ADV
essd-673	246	31	(	(	PUNCT
essd-673	246	32	pbest	pbest	NOUN
essd-673	246	33	)	)	PUNCT
essd-673	246	34	and	and	CCONJ
essd-673	246	35	the	the	DET
essd-673	246	36	position	position	NOUN
essd-673	246	37	in	in	ADP
essd-673	246	38	the	the	DET
essd-673	246	39	d	d	ADJ
essd-673	246	40	-	-	ADJ
essd-673	246	41	dimensional	dimensional	ADJ
essd-673	246	42	space	space	NOUN
essd-673	246	43	.	.	PUNCT
essd-673	247	1	the	the	DET
essd-673	247	2	velocity	velocity	NOUN
essd-673	247	3	of	of	ADP
essd-673	247	4	each	each	DET
essd-673	247	5	particle	particle	NOUN
essd-673	247	6	is	be	AUX
essd-673	247	7	adjusted	adjust	VERB
essd-673	247	8	according	accord	VERB
essd-673	247	9	to	to	ADP
essd-673	247	10	its	its	PRON
essd-673	247	11	own	own	ADJ
essd-673	247	12	flying	flying	NOUN
essd-673	247	13	experience	experience	NOUN
essd-673	247	14	and	and	CCONJ
essd-673	247	15	the	the	DET
essd-673	247	16	other	other	ADJ
essd-673	247	17	particles	particle	NOUN
essd-673	247	18	’	'	PUNCT
essd-673	247	19	flying	fly	VERB
essd-673	247	20	experience	experience	NOUN
essd-673	247	21	.	.	PUNCT
essd-673	248	1	the	the	DET
essd-673	248	2	fitness	fitness	NOUN
essd-673	248	3	function	function	NOUN
essd-673	248	4	value	value	NOUN
essd-673	248	5	is	be	AUX
essd-673	248	6	calculated	calculate	VERB
essd-673	248	7	for	for	ADP
essd-673	248	8	each	each	DET
essd-673	248	9	particle	particle	NOUN
essd-673	248	10	.	.	PUNCT
essd-673	249	1	if	if	SCONJ
essd-673	249	2	the	the	DET
essd-673	249	3	value	value	NOUN
essd-673	249	4	is	be	AUX
essd-673	249	5	better	well	ADJ
essd-673	249	6	than	than	ADP
essd-673	249	7	the	the	DET
essd-673	249	8	current	current	ADJ
essd-673	249	9	pbest	pbest	NOUN
essd-673	249	10	of	of	ADP
essd-673	249	11	the	the	DET
essd-673	249	12	particle	particle	NOUN
essd-673	249	13	,	,	PUNCT
essd-673	249	14	the	the	DET
essd-673	249	15	pbest	pb	ADJ
essd-673	249	16	value	value	NOUN
essd-673	249	17	is	be	AUX
essd-673	249	18	replaced	replace	VERB
essd-673	249	19	by	by	ADP
essd-673	249	20	the	the	DET
essd-673	249	21	current	current	ADJ
essd-673	249	22	value	value	NOUN
essd-673	249	23	.	.	PUNCT
essd-673	250	1	if	if	SCONJ
essd-673	250	2	the	the	DET
essd-673	250	3	best	good	ADJ
essd-673	250	4	value	value	NOUN
essd-673	250	5	of	of	ADP
essd-673	250	6	pbest	pbest	NOUN
essd-673	250	7	is	be	AUX
essd-673	250	8	better	well	ADJ
essd-673	250	9	than	than	ADP
essd-673	250	10	the	the	DET
essd-673	250	11	current	current	ADJ
essd-673	250	12	gbest	gbest	NOUN
essd-673	250	13	,	,	PUNCT
essd-673	250	14	the	the	DET
essd-673	250	15	gbest	gbest	NOUN
essd-673	250	16	is	be	AUX
essd-673	250	17	replaced	replace	VERB
essd-673	250	18	by	by	ADP
essd-673	250	19	the	the	DET
essd-673	250	20	best	good	ADJ
essd-673	250	21	value	value	NOUN
essd-673	250	22	and	and	CCONJ
essd-673	250	23	the	the	DET
essd-673	250	24	particle	particle	NOUN
essd-673	250	25	number	number	NOUN
essd-673	250	26	with	with	ADP
essd-673	250	27	the	the	DET
essd-673	250	28	best	good	ADJ
essd-673	250	29	value	value	NOUN
essd-673	250	30	is	be	AUX
essd-673	250	31	stored	store	VERB
essd-673	250	32	.	.	PUNCT
essd-673	251	1	the	the	DET
essd-673	251	2	operation	operation	NOUN
essd-673	251	3	is	be	AUX
essd-673	251	4	continued	continue	VERB
essd-673	251	5	until	until	SCONJ
essd-673	251	6	the	the	DET
essd-673	251	7	current	current	ADJ
essd-673	251	8	iteration	iteration	NOUN
essd-673	251	9	number	number	NOUN
essd-673	251	10	reaches	reach	VERB
essd-673	251	11	the	the	DET
essd-673	251	12	predetermined	predetermined	ADJ
essd-673	251	13	maximum	maximum	ADJ
essd-673	251	14	iteration	iteration	NOUN
essd-673	251	15	number	number	NOUN
essd-673	251	16	.	.	PUNCT
essd-673	252	1	the	the	DET
essd-673	252	2	pso	pso	NOUN
essd-673	252	3	algorithm	algorithm	NOUN
essd-673	252	4	has	have	AUX
essd-673	252	5	been	be	AUX
essd-673	252	6	run	run	VERB
essd-673	252	7	for	for	ADP
essd-673	252	8	20	20	NUM
essd-673	252	9	independent	independent	ADJ
essd-673	252	10	trials	trial	NOUN
essd-673	252	11	with	with	ADP
essd-673	252	12	different	different	ADJ
essd-673	252	13	settings	setting	NOUN
essd-673	252	14	until	until	SCONJ
essd-673	252	15	the	the	DET
essd-673	252	16	solutions	solution	NOUN
essd-673	252	17	are	be	AUX
essd-673	252	18	very	very	ADV
essd-673	252	19	close	close	ADJ
essd-673	252	20	to	to	ADP
essd-673	252	21	each	each	DET
essd-673	252	22	other	other	ADJ
essd-673	252	23	.	.	PUNCT
essd-673	253	1	according	accord	VERB
essd-673	253	2	to	to	ADP
essd-673	253	3	the	the	DET
essd-673	253	4	trials	trial	NOUN
essd-673	253	5	,	,	PUNCT
essd-673	253	6	the	the	DET
essd-673	253	7	pso	pso	NOUN
essd-673	253	8	parameters	parameter	NOUN
essd-673	253	9	are	be	AUX
essd-673	253	10	determined	determine	VERB
essd-673	253	11	as	as	ADP
essd-673	253	12	:	:	PUNCT
essd-673	253	13	maximum	maximum	ADJ
essd-673	253	14	of	of	ADP
essd-673	253	15	iterations	iteration	NOUN
essd-673	253	16	/	/	SYM
essd-673	253	17	generations=100	generations=100	NOUN
essd-673	253	18	,	,	PUNCT
essd-673	253	19	number	number	NOUN
essd-673	253	20	of	of	ADP
essd-673	253	21	particles	particle	NOUN
essd-673	253	22	/	/	SYM
essd-673	253	23	agents	agent	NOUN
essd-673	253	24	=	=	SYM
essd-673	253	25	3000	3000	NUM
essd-673	253	26	,	,	PUNCT
essd-673	253	27	acceleration	acceleration	NOUN
essd-673	253	28	constant	constant	ADJ
essd-673	253	29	c1=	c1=	NOUN
essd-673	253	30	0.6	0.6	NUM
essd-673	253	31	,	,	PUNCT
essd-673	253	32	c2	c2	PROPN
essd-673	253	33	=	=	PUNCT
essd-673	253	34	1.4	1.4	NUM
essd-673	253	35	and	and	CCONJ
essd-673	253	36	weighting	weight	VERB
essd-673	253	37	factor	factor	NOUN
essd-673	253	38	=	=	NOUN
essd-673	253	39	0.95	0.95	NUM
essd-673	253	40	.	.	PUNCT
essd-673	254	1	generation	generation	NOUN
essd-673	254	2	of	of	ADP
essd-673	254	3	initial	initial	ADJ
essd-673	254	4	condition	condition	NOUN
essd-673	254	5	enter	enter	VERB
essd-673	254	6	:	:	PUNCT
essd-673	254	7	meteorological	meteorological	ADJ
essd-673	254	8	data	datum	NOUN
essd-673	254	9	,	,	PUNCT
essd-673	254	10	economical	economical	ADJ
essd-673	254	11	data	datum	NOUN
essd-673	254	12	for	for	ADP
essd-673	254	13	function	function	NOUN
essd-673	254	14	&	&	CCONJ
essd-673	254	15	constraints	constraint	NOUN
essd-673	254	16	,	,	PUNCT
essd-673	254	17	techniques	technique	NOUN
essd-673	254	18	parameters	parameter	NOUN
essd-673	254	19	evaluation	evaluation	NOUN
essd-673	254	20	of	of	ADP
essd-673	254	21	searching	search	VERB
essd-673	254	22	points	point	NOUN
essd-673	254	23	using	use	VERB
essd-673	254	24	equation	equation	NOUN
essd-673	254	25	(	(	PUNCT
essd-673	254	26	14	14	NUM
essd-673	254	27	)	)	PUNCT
essd-673	254	28	stopping	stop	VERB
essd-673	254	29	criteria	criterion	NOUN
essd-673	254	30	reached	reach	VERB
essd-673	254	31	ˀ	ˀ	DET
essd-673	254	32	modification	modification	NOUN
essd-673	254	33	of	of	ADP
essd-673	254	34	each	each	DET
essd-673	254	35	searching	search	VERB
essd-673	254	36	point	point	NOUN
essd-673	254	37	using	use	VERB
essd-673	254	38	ga	ga	PROPN
essd-673	254	39	or	or	CCONJ
essd-673	254	40	pso	pso	NOUN
essd-673	254	41	display	display	NOUN
essd-673	254	42	:	:	PUNCT
essd-673	254	43	-optimal	-optimal	ADJ
essd-673	254	44	solution	solution	NOUN
essd-673	254	45	-mg	-mg	NOUN
essd-673	254	46	configuration	configuration	NOUN
essd-673	254	47	-tis	-tis	PUNCT
essd-673	254	48	-co	-co	SCONJ
essd-673	254	49	emssions	emssion	NOUN
essd-673	254	50	start	start	VERB
essd-673	254	51	yes	yes	INTJ
essd-673	254	52	no	no	DET
essd-673	254	53	figure	figure	NOUN
essd-673	254	54	3	3	NUM
essd-673	254	55	.	.	PUNCT
essd-673	254	56	computational	computational	ADJ
essd-673	254	57	procedure	procedure	NOUN
essd-673	254	58	flow	flow	NOUN
essd-673	254	59	chart	chart	NOUN
essd-673	254	60	using	use	VERB
essd-673	254	61	pso	pso	NOUN
essd-673	254	62	or	or	CCONJ
essd-673	254	63	ga	ga	PROPN
essd-673	254	64	abde	abde	PROPN
essd-673	254	65	-	-	PUNCT
essd-673	254	66	hamed/	hamed/	NUM
essd-673	254	67	environmental	environmental	ADJ
essd-673	254	68	science	science	NOUN
essd-673	254	69	and	and	CCONJ
essd-673	254	70	sustainable	sustainable	ADJ
essd-673	254	71	development	development	NOUN
essd-673	254	72	pg	pg	NOUN
essd-673	254	73	.	.	PUNCT
essd-673	254	74	11	11	NUM
essd-673	254	75	4.2	4.2	NUM
essd-673	254	76	.	.	PUNCT
essd-673	255	1	case	case	NOUN
essd-673	255	2	study	study	VERB
essd-673	255	3	the	the	DET
essd-673	255	4	case	case	NOUN
essd-673	255	5	study	study	NOUN
essd-673	255	6	is	be	AUX
essd-673	255	7	a	a	DET
essd-673	255	8	typical	typical	ADJ
essd-673	255	9	isolated	isolated	ADJ
essd-673	255	10	mg	mg	PROPN
essd-673	255	11	suggested	suggest	VERB
essd-673	255	12	to	to	PART
essd-673	255	13	supply	supply	VERB
essd-673	255	14	a	a	DET
essd-673	255	15	load	load	NOUN
essd-673	255	16	located	locate	VERB
essd-673	255	17	between	between	ADP
essd-673	255	18	(	(	PUNCT
essd-673	255	19	30.119	30.119	NUM
essd-673	255	20	latitude	latitude	NOUN
essd-673	255	21	and	and	CCONJ
essd-673	255	22	31.605	31.605	NUM
essd-673	255	23	longitude	longitude	NOUN
essd-673	255	24	)	)	PUNCT
essd-673	255	25	.	.	PUNCT
essd-673	256	1	it	it	PRON
essd-673	256	2	consists	consist	VERB
essd-673	256	3	of	of	ADP
essd-673	256	4	different	different	ADJ
essd-673	256	5	types	type	NOUN
essd-673	256	6	of	of	ADP
essd-673	256	7	energy	energy	NOUN
essd-673	256	8	generation	generation	NOUN
essd-673	256	9	units	unit	NOUN
essd-673	256	10	such	such	ADJ
essd-673	256	11	as	as	ADP
essd-673	256	12	wts	wts	PROPN
essd-673	256	13	,	,	PUNCT
essd-673	256	14	pvs	pvs	PROPN
essd-673	256	15	,	,	PUNCT
essd-673	256	16	dgs	dgs	NOUN
essd-673	256	17	,	,	PUNCT
essd-673	256	18	and	and	CCONJ
essd-673	256	19	battery	battery	NOUN
essd-673	256	20	banks	bank	NOUN
essd-673	256	21	as	as	ADP
essd-673	256	22	a	a	DET
essd-673	256	23	storage	storage	NOUN
essd-673	256	24	system	system	NOUN
essd-673	256	25	.	.	PUNCT
essd-673	257	1	the	the	DET
essd-673	257	2	optimization	optimization	NOUN
essd-673	257	3	scheme	scheme	NOUN
essd-673	257	4	is	be	AUX
essd-673	257	5	used	use	VERB
essd-673	257	6	to	to	PART
essd-673	257	7	find	find	VERB
essd-673	257	8	the	the	DET
essd-673	257	9	optimal	optimal	ADJ
essd-673	257	10	configuration	configuration	NOUN
essd-673	257	11	and	and	CCONJ
essd-673	257	12	energy	energy	NOUN
essd-673	257	13	management	management	NOUN
essd-673	257	14	of	of	ADP
essd-673	257	15	the	the	DET
essd-673	257	16	mg	mg	PROPN
essd-673	257	17	components	component	NOUN
essd-673	257	18	that	that	PRON
essd-673	257	19	satisfy	satisfy	VERB
essd-673	257	20	the	the	DET
essd-673	257	21	objective	objective	ADJ
essd-673	257	22	/	/	SYM
essd-673	257	23	fitness	fitness	NOUN
essd-673	257	24	function	function	NOUN
essd-673	257	25	discussed	discuss	VERB
essd-673	257	26	previously	previously	ADV
essd-673	257	27	in	in	ADP
essd-673	257	28	equation	equation	NOUN
essd-673	257	29	(	(	PUNCT
essd-673	257	30	16	16	NUM
essd-673	257	31	)	)	PUNCT
essd-673	257	32	.	.	PUNCT
essd-673	258	1	input	input	NOUN
essd-673	258	2	data	datum	NOUN
essd-673	258	3	includes	include	VERB
essd-673	258	4	the	the	DET
essd-673	258	5	load	load	NOUN
essd-673	258	6	data	datum	NOUN
essd-673	258	7	,	,	PUNCT
essd-673	258	8	meteorological	meteorological	ADJ
essd-673	258	9	data	datum	NOUN
essd-673	258	10	of	of	ADP
essd-673	258	11	the	the	DET
essd-673	258	12	suggested	suggest	VERB
essd-673	258	13	location	location	NOUN
essd-673	258	14	,	,	PUNCT
essd-673	258	15	and	and	CCONJ
essd-673	258	16	techno	techno	NOUN
essd-673	258	17	-	-	PUNCT
essd-673	258	18	economical	economical	ADJ
essd-673	258	19	data	datum	NOUN
essd-673	258	20	of	of	ADP
essd-673	258	21	the	the	DET
essd-673	258	22	mg	mg	PROPN
essd-673	258	23	system	system	NOUN
essd-673	258	24	components	component	NOUN
essd-673	258	25	.	.	PUNCT
essd-673	259	1	4.2.1	4.2.1	NOUN
essd-673	259	2	.	.	PUNCT
essd-673	260	1	load	load	NOUN
essd-673	260	2	data	datum	NOUN
essd-673	260	3	it	it	PRON
essd-673	260	4	is	be	AUX
essd-673	260	5	considered	consider	VERB
essd-673	260	6	that	that	SCONJ
essd-673	260	7	outdoor	outdoor	ADJ
essd-673	260	8	and	and	CCONJ
essd-673	260	9	indoor	indoor	ADJ
essd-673	260	10	lighting	lighting	NOUN
essd-673	260	11	load	load	NOUN
essd-673	260	12	for	for	ADP
essd-673	260	13	educational	educational	ADJ
essd-673	260	14	building	building	NOUN
essd-673	260	15	located	locate	VERB
essd-673	260	16	between	between	ADP
essd-673	260	17	(	(	PUNCT
essd-673	260	18	30.119o	30.119o	NUM
essd-673	260	19	latitudes	latitude	NOUN
essd-673	260	20	and	and	CCONJ
essd-673	260	21	31.605o	31.605o	NUM
essd-673	260	22	longitudes	longitude	NOUN
essd-673	260	23	)	)	PUNCT
essd-673	260	24	will	will	AUX
essd-673	260	25	be	be	AUX
essd-673	260	26	met	meet	VERB
essd-673	260	27	by	by	ADP
essd-673	260	28	a	a	DET
essd-673	260	29	mg	mg	PROPN
essd-673	260	30	system	system	NOUN
essd-673	260	31	.	.	PUNCT
essd-673	261	1	table	table	NOUN
essd-673	261	2	2	2	NUM
essd-673	261	3	shows	show	VERB
essd-673	261	4	the	the	DET
essd-673	261	5	daily	daily	ADJ
essd-673	261	6	electrical	electrical	ADJ
essd-673	261	7	load	load	NOUN
essd-673	261	8	requirements	requirement	NOUN
essd-673	261	9	,	,	PUNCT
essd-673	261	10	with	with	ADP
essd-673	261	11	a	a	DET
essd-673	261	12	load	load	NOUN
essd-673	261	13	of	of	ADP
essd-673	261	14	50	50	NUM
essd-673	261	15	kw	kw	NOUN
essd-673	261	16	peak	peak	NOUN
essd-673	261	17	.	.	PUNCT
essd-673	262	1	using	use	VERB
essd-673	262	2	table	table	NOUN
essd-673	262	3	2	2	NUM
essd-673	262	4	and	and	CCONJ
essd-673	262	5	actual	actual	ADJ
essd-673	262	6	load	load	NOUN
essd-673	262	7	measuring	measure	VERB
essd-673	262	8	,	,	PUNCT
essd-673	262	9	a	a	DET
essd-673	262	10	load	load	NOUN
essd-673	262	11	profile	profile	NOUN
essd-673	262	12	is	be	AUX
essd-673	262	13	built	build	VERB
essd-673	262	14	as	as	SCONJ
essd-673	262	15	indicated	indicate	VERB
essd-673	262	16	by	by	ADP
essd-673	262	17	fig	fig	NOUN
essd-673	262	18	.	.	PUNCT
essd-673	263	1	4	4	X
essd-673	263	2	.	.	X
essd-673	263	3	it	it	PRON
essd-673	263	4	shows	show	VERB
essd-673	263	5	the	the	DET
essd-673	263	6	daily	daily	ADJ
essd-673	263	7	load	load	NOUN
essd-673	263	8	profile	profile	NOUN
essd-673	263	9	for	for	ADP
essd-673	263	10	proposed	propose	VERB
essd-673	263	11	mg	mg	PROPN
essd-673	263	12	system	system	NOUN
essd-673	263	13	with	with	ADP
essd-673	263	14	a	a	DET
essd-673	263	15	maximum	maximum	ADJ
essd-673	263	16	value	value	NOUN
essd-673	263	17	of	of	ADP
essd-673	263	18	50	50	NUM
essd-673	263	19	kw	kw	NOUN
essd-673	263	20	and	and	CCONJ
essd-673	263	21	an	an	DET
essd-673	263	22	average	average	ADJ
essd-673	263	23	consumption	consumption	NOUN
essd-673	263	24	per	per	ADP
essd-673	263	25	day	day	NOUN
essd-673	263	26	of	of	ADP
essd-673	263	27	516.724	516.724	NUM
essd-673	263	28	kwh	kwh	NOUN
essd-673	263	29	.	.	PUNCT
essd-673	263	30	table	table	NOUN
essd-673	263	31	2	2	NUM
essd-673	263	32	.	.	X
essd-673	263	33	daily	daily	ADJ
essd-673	263	34	electrical	electrical	ADJ
essd-673	263	35	load	load	NOUN
essd-673	263	36	requirements	requirement	NOUN
essd-673	263	37	purpose	purpose	NOUN
essd-673	263	38	entrance	entrance	NOUN
essd-673	263	39	outdoor	outdoor	ADJ
essd-673	263	40	indoor	indoor	NOUN
essd-673	263	41	rated	rate	VERB
essd-673	263	42	power	power	NOUN
essd-673	263	43	(	(	PUNCT
essd-673	263	44	kw	kw	NOUN
essd-673	263	45	)	)	PUNCT
essd-673	263	46	1.08	1.08	NUM
essd-673	263	47	14.588	14.588	NUM
essd-673	263	48	49.968	49.968	NUM
essd-673	263	49	operation	operation	NOUN
essd-673	263	50	period	period	NOUN
essd-673	263	51	(	(	PUNCT
essd-673	263	52	h	h	NOUN
essd-673	263	53	)	)	PUNCT
essd-673	263	54	6	6	NUM
essd-673	263	55	11	11	NUM
essd-673	263	56	7	7	NUM
essd-673	263	57	dailyenergy	dailyenergy	NOUN
essd-673	263	58	(	(	PUNCT
essd-673	263	59	kwh	kwh	ADJ
essd-673	263	60	/	/	SYM
essd-673	263	61	day	day	NOUN
essd-673	263	62	)	)	PUNCT
essd-673	263	63	6.48	6.48	NUM
essd-673	263	64	160.468	160.468	NUM
essd-673	263	65	349.776	349.776	NUM
essd-673	263	66	total	total	ADJ
essd-673	263	67	daily	daily	ADJ
essd-673	263	68	energy	energy	NOUN
essd-673	263	69	(	(	PUNCT
essd-673	263	70	kwh	kwh	NOUN
essd-673	263	71	/	/	SYM
essd-673	263	72	day	day	NOUN
essd-673	263	73	)	)	PUNCT
essd-673	263	74	516.724	516.724	NUM
essd-673	263	75	figure	figure	NOUN
essd-673	263	76	4	4	NUM
essd-673	263	77	.	.	PUNCT
essd-673	263	78	considered	consider	VERB
essd-673	263	79	daily	daily	ADJ
essd-673	263	80	load	load	NOUN
essd-673	263	81	profile	profile	NOUN
essd-673	263	82	4.2.2	4.2.2	X
essd-673	263	83	.	.	PUNCT
essd-673	264	1	meteorological	meteorological	ADJ
essd-673	264	2	and	and	CCONJ
essd-673	264	3	techno	techno	NOUN
essd-673	264	4	-	-	PUNCT
essd-673	264	5	economical	economical	ADJ
essd-673	264	6	data	datum	NOUN
essd-673	264	7	the	the	DET
essd-673	264	8	solar	solar	ADJ
essd-673	264	9	radiation	radiation	NOUN
essd-673	264	10	and	and	CCONJ
essd-673	264	11	wind	wind	NOUN
essd-673	264	12	speed	speed	NOUN
essd-673	264	13	are	be	AUX
essd-673	264	14	obtained	obtain	VERB
essd-673	264	15	from	from	ADP
essd-673	264	16	“	"	PUNCT
essd-673	264	17	nasa	nasa	PROPN
essd-673	264	18	surface	surface	NOUN
essd-673	264	19	meteorology	meteorology	NOUN
essd-673	264	20	and	and	CCONJ
essd-673	264	21	solar	solar	ADJ
essd-673	264	22	energy	energy	NOUN
essd-673	264	23	”	"	PUNCT
essd-673	264	24	.	.	PUNCT
essd-673	265	1	the	the	DET
essd-673	265	2	monthly	monthly	ADJ
essd-673	265	3	average	average	ADJ
essd-673	265	4	insulations	insulation	NOUN
essd-673	265	5	and	and	CCONJ
essd-673	265	6	air	air	NOUN
essd-673	265	7	temperature	temperature	NOUN
essd-673	265	8	(	(	PUNCT
essd-673	265	9	°	°	ADP
essd-673	265	10	c	c	NOUN
essd-673	265	11	)	)	PUNCT
essd-673	265	12	,	,	PUNCT
essd-673	265	13	for	for	ADP
essd-673	265	14	the	the	DET
essd-673	265	15	suggested	suggest	VERB
essd-673	265	16	location	location	NOUN
essd-673	265	17	,	,	PUNCT
essd-673	265	18	incident	incident	NOUN
essd-673	265	19	on	on	ADP
essd-673	265	20	a	a	DET
essd-673	265	21	horizontal	horizontal	ADJ
essd-673	265	22	surface	surface	NOUN
essd-673	265	23	are	be	AUX
essd-673	265	24	indicated	indicate	VERB
essd-673	265	25	by	by	ADP
essd-673	265	26	table	table	NOUN
essd-673	265	27	3	3	NUM
essd-673	265	28	and	and	CCONJ
essd-673	265	29	table	table	NOUN
essd-673	265	30	4	4	NUM
essd-673	265	31	respectively	respectively	ADV
essd-673	265	32	.	.	PUNCT
essd-673	266	1	whereas	whereas	SCONJ
essd-673	266	2	,	,	PUNCT
essd-673	266	3	the	the	DET
essd-673	266	4	average	average	ADJ
essd-673	266	5	values	value	NOUN
essd-673	266	6	per	per	ADP
essd-673	266	7	month	month	NOUN
essd-673	266	8	of	of	ADP
essd-673	266	9	the	the	DET
essd-673	266	10	wind	wind	NOUN
essd-673	266	11	speed	speed	NOUN
essd-673	266	12	at	at	ADP
essd-673	266	13	(	(	PUNCT
essd-673	266	14	50	50	NUM
essd-673	266	15	m	m	NOUN
essd-673	266	16	)	)	PUNCT
essd-673	266	17	above	above	ADP
essd-673	266	18	the	the	DET
essd-673	266	19	earth	earth	NOUN
essd-673	266	20	surface	surface	NOUN
essd-673	266	21	are	be	AUX
essd-673	266	22	indicated	indicate	VERB
essd-673	266	23	by	by	ADP
essd-673	266	24	table	table	NOUN
essd-673	266	25	5	5	NUM
essd-673	266	26	.	.	PUNCT
essd-673	266	27	as	as	SCONJ
essd-673	266	28	explained	explain	VERB
essd-673	266	29	before	before	ADV
essd-673	266	30	in	in	ADP
essd-673	266	31	section	section	NOUN
essd-673	266	32	2.1	2.1	NUM
essd-673	266	33	,	,	PUNCT
essd-673	266	34	it	it	PRON
essd-673	266	35	is	be	AUX
essd-673	266	36	found	find	VERB
essd-673	266	37	necessary	necessary	ADJ
essd-673	266	38	to	to	PART
essd-673	266	39	adjust	adjust	VERB
essd-673	266	40	the	the	DET
essd-673	266	41	wind	wind	NOUN
essd-673	266	42	speed	speed	NOUN
essd-673	266	43	to	to	ADP
essd-673	266	44	the	the	DET
essd-673	266	45	hub	hub	NOUN
essd-673	266	46	height	height	NOUN
essd-673	266	47	if	if	SCONJ
essd-673	266	48	the	the	DET
essd-673	266	49	speed	speed	NOUN
essd-673	266	50	is	be	AUX
essd-673	266	51	measured	measure	VERB
essd-673	266	52	at	at	ADP
essd-673	266	53	a	a	DET
essd-673	266	54	height	height	NOUN
essd-673	266	55	different	different	ADJ
essd-673	266	56	than	than	ADP
essd-673	266	57	that	that	PRON
essd-673	266	58	of	of	ADP
essd-673	266	59	turbine	turbine	NOUN
essd-673	266	60	hub	hub	NOUN
essd-673	266	61	height	height	NOUN
essd-673	266	62	.	.	PUNCT
essd-673	267	1	in	in	ADP
essd-673	267	2	this	this	DET
essd-673	267	3	paper	paper	NOUN
essd-673	267	4	the	the	DET
essd-673	267	5	wind	wind	NOUN
essd-673	267	6	towers	tower	NOUN
essd-673	267	7	are	be	AUX
essd-673	267	8	taken	take	VERB
essd-673	267	9	with	with	ADP
essd-673	267	10	a	a	DET
essd-673	267	11	20	20	NUM
essd-673	267	12	meters	meter	NOUN
essd-673	267	13	height	height	NOUN
essd-673	267	14	,	,	PUNCT
essd-673	267	15	so	so	SCONJ
essd-673	267	16	that	that	SCONJ
essd-673	267	17	the	the	DET
essd-673	267	18	measured	measured	ADJ
essd-673	267	19	wind	wind	NOUN
essd-673	267	20	speed	speed	NOUN
essd-673	267	21	values	value	NOUN
essd-673	267	22	have	have	VERB
essd-673	267	23	to	to	PART
essd-673	267	24	be	be	AUX
essd-673	267	25	modified	modify	VERB
essd-673	267	26	as	as	SCONJ
essd-673	267	27	it	it	PRON
essd-673	267	28	is	be	AUX
essd-673	267	29	obvious	obvious	ADJ
essd-673	267	30	in	in	ADP
essd-673	267	31	table	table	NOUN
essd-673	267	32	6	6	NUM
essd-673	267	33	.	.	PUNCT
essd-673	268	1	the	the	DET
essd-673	268	2	techno	techno	NOUN
essd-673	268	3	-	-	PUNCT
essd-673	268	4	economic	economic	ADJ
essd-673	268	5	data	datum	NOUN
essd-673	268	6	of	of	ADP
essd-673	268	7	the	the	DET
essd-673	268	8	used	use	VERB
essd-673	268	9	commercial	commercial	ADJ
essd-673	268	10	components	component	NOUN
essd-673	268	11	in	in	ADP
essd-673	268	12	this	this	DET
essd-673	268	13	article	article	NOUN
essd-673	268	14	are	be	AUX
essd-673	268	15	taken	take	VERB
essd-673	268	16	as	as	ADP
essd-673	268	17	in	in	ADP
essd-673	268	18	(	(	PUNCT
essd-673	268	19	hassan	hassan	PROPN
essd-673	268	20	el	el	PROPN
essd-673	268	21	al	al	PROPN
essd-673	268	22	.	.	PROPN
essd-673	268	23	,	,	PUNCT
essd-673	268	24	2015	2015	NUM
essd-673	268	25	)	)	PUNCT
essd-673	268	26	(	(	PUNCT
essd-673	268	27	21	21	NUM
essd-673	268	28	types	type	NOUN
essd-673	268	29	of	of	ADP
essd-673	268	30	wts	wts	PROPN
essd-673	268	31	,	,	PUNCT
essd-673	268	32	13	13	NUM
essd-673	268	33	types	type	NOUN
essd-673	268	34	of	of	ADP
essd-673	268	35	pvs	pvs	PROPN
essd-673	268	36	,	,	PUNCT
essd-673	268	37	1	1	NUM
essd-673	268	38	types	type	NOUN
essd-673	268	39	of	of	ADP
essd-673	268	40	dgs	dgs	NOUN
essd-673	268	41	,	,	PUNCT
essd-673	268	42	5	5	NUM
essd-673	268	43	types	type	NOUN
essd-673	268	44	of	of	ADP
essd-673	268	45	pv	pv	NOUN
essd-673	268	46	controllers	controller	NOUN
essd-673	268	47	,	,	PUNCT
essd-673	268	48	5	5	NUM
essd-673	268	49	types	type	NOUN
essd-673	268	50	of	of	ADP
essd-673	268	51	inverters	inverter	NOUN
essd-673	268	52	,	,	PUNCT
essd-673	268	53	20	20	NUM
essd-673	268	54	types	type	NOUN
essd-673	268	55	of	of	ADP
essd-673	268	56	batteries	battery	NOUN
essd-673	268	57	)	)	PUNCT
essd-673	268	58	.	.	PUNCT
essd-673	269	1	0	0	NUM
essd-673	270	1	5	5	NUM
essd-673	270	2	10	10	NUM
essd-673	270	3	15	15	NUM
essd-673	270	4	20	20	NUM
essd-673	270	5	0	0	NUM
essd-673	270	6	10	10	NUM
essd-673	270	7	20	20	NUM
essd-673	270	8	30	30	NUM
essd-673	270	9	40	40	NUM
essd-673	270	10	50	50	NUM
essd-673	270	11	60	60	NUM
essd-673	270	12	hour	hour	NOUN
essd-673	270	13	lo	lo	NOUN
essd-673	270	14	a	a	NOUN
essd-673	270	15	d	d	X
essd-673	270	16	c	c	NOUN
essd-673	270	17	o	o	NOUN
essd-673	270	18	n	n	CCONJ
essd-673	270	19	su	su	NOUN
essd-673	270	20	m	m	VERB
essd-673	270	21	p	p	NOUN
essd-673	270	22	ti	ti	X
essd-673	270	23	o	o	NOUN
essd-673	270	24	n	n	PROPN
essd-673	270	25	(	(	PUNCT
essd-673	270	26	k	k	PROPN
essd-673	270	27	w	w	PROPN
essd-673	270	28	)	)	PUNCT
essd-673	270	29	abde	abde	ADP
essd-673	270	30	-	-	PUNCT
essd-673	270	31	hamed/	hamed/	NUM
essd-673	270	32	environmental	environmental	ADJ
essd-673	270	33	science	science	NOUN
essd-673	270	34	and	and	CCONJ
essd-673	270	35	sustainable	sustainable	ADJ
essd-673	270	36	development	development	NOUN
essd-673	270	37	pg	pg	NOUN
essd-673	270	38	.	.	PUNCT
essd-673	271	1	12	12	NUM
essd-673	271	2	table	table	NOUN
essd-673	271	3	3	3	NUM
essd-673	271	4	.	.	PUNCT
essd-673	271	5	monthly	monthly	ADJ
essd-673	271	6	averaged	average	VERB
essd-673	271	7	isolation	isolation	NOUN
essd-673	271	8	for	for	ADP
essd-673	271	9	the	the	DET
essd-673	271	10	suggested	suggest	VERB
essd-673	271	11	location	location	NOUN
essd-673	271	12	month	month	NOUN
essd-673	271	13	jan	jan	PROPN
essd-673	271	14	feb	feb	PROPN
essd-673	271	15	mar	mar	PROPN
essd-673	271	16	apr	apr	PROPN
essd-673	271	17	may	may	AUX
essd-673	271	18	jun	jun	PROPN
essd-673	271	19	annual	annual	ADJ
essd-673	271	20	average	average	ADJ
essd-673	271	21	22	22	NUM
essd-673	271	22	-	-	PUNCT
essd-673	271	23	years	year	NOUN
essd-673	271	24	average	average	ADJ
essd-673	271	25	solar	solar	ADJ
essd-673	271	26	radiation	radiation	NOUN
essd-673	271	27	(	(	PUNCT
essd-673	271	28	kwh	kwh	PROPN
essd-673	271	29	/	/	SYM
essd-673	271	30	m2	m2	PROPN
essd-673	271	31	/	/	SYM
essd-673	271	32	day	day	NOUN
essd-673	271	33	)	)	PUNCT
essd-673	271	34	3.23	3.23	NUM
essd-673	271	35	3.91	3.91	NUM
essd-673	271	36	5.11	5.11	NUM
essd-673	271	37	6.28	6.28	NUM
essd-673	271	38	6.99	6.99	NUM
essd-673	271	39	7.69	7.69	NUM
essd-673	271	40	5.35	5.35	NUM
essd-673	271	41	month	month	NOUN
essd-673	271	42	jul	jul	PROPN
essd-673	271	43	aug	aug	PROPN
essd-673	271	44	sep	sep	PROPN
essd-673	271	45	oct	oct	PROPN
essd-673	271	46	nov	nov	PROPN
essd-673	271	47	dec	dec	PROPN
essd-673	271	48	22	22	NUM
essd-673	271	49	-	-	PUNCT
essd-673	271	50	years	year	NOUN
essd-673	271	51	average	average	ADJ
essd-673	271	52	solar	solar	ADJ
essd-673	271	53	radiation	radiation	NOUN
essd-673	271	54	(	(	PUNCT
essd-673	271	55	kwh	kwh	PROPN
essd-673	271	56	/	/	SYM
essd-673	271	57	m2	m2	PROPN
essd-673	271	58	/	/	SYM
essd-673	271	59	day	day	NOUN
essd-673	271	60	)	)	PUNCT
essd-673	271	61	7.33	7.33	NUM
essd-673	271	62	6.85	6.85	NUM
essd-673	271	63	5.86	5.86	NUM
essd-673	271	64	4.48	4.48	NUM
essd-673	271	65	3.45	3.45	NUM
essd-673	271	66	3.00	3.00	NUM
essd-673	271	67	table	table	NOUN
essd-673	271	68	4	4	NUM
essd-673	271	69	.	.	PUNCT
essd-673	271	70	averaged	average	VERB
essd-673	271	71	air	air	NOUN
essd-673	271	72	temperature	temperature	NOUN
essd-673	271	73	/	/	SYM
essd-673	271	74	month	month	NOUN
essd-673	271	75	for	for	ADP
essd-673	271	76	the	the	DET
essd-673	271	77	suggested	suggest	VERB
essd-673	271	78	location	location	NOUN
essd-673	271	79	month	month	PROPN
essd-673	271	80	jan	jan	PROPN
essd-673	271	81	.	.	PROPN
essd-673	272	1	feb	feb	PROPN
essd-673	272	2	mar	mar	PROPN
essd-673	272	3	apr	apr	PROPN
essd-673	272	4	may	may	AUX
essd-673	272	5	jun	jun	PROPN
essd-673	272	6	annual	annual	ADJ
essd-673	272	7	average	average	ADJ
essd-673	272	8	22	22	NUM
essd-673	272	9	-	-	PUNCT
essd-673	272	10	years	year	NOUN
essd-673	272	11	average	average	ADJ
essd-673	272	12	air	air	NOUN
essd-673	272	13	temperature	temperature	NOUN
essd-673	272	14	(	(	PUNCT
essd-673	272	15	°	°	ADP
essd-673	272	16	c	c	NOUN
essd-673	272	17	)	)	PUNCT
essd-673	272	18	13.3	13.3	NUM
essd-673	272	19	13.6	13.6	NUM
essd-673	272	20	16.0	16.0	NUM
essd-673	272	21	20.1	20.1	NUM
essd-673	272	22	23.4	23.4	NUM
essd-673	272	23	26.3	26.3	NUM
essd-673	272	24	21	21	NUM
essd-673	272	25	month	month	NOUN
essd-673	272	26	jul	jul	PROPN
essd-673	272	27	aug	aug	PROPN
essd-673	272	28	sep	sep	PROPN
essd-673	272	29	oct	oct	PROPN
essd-673	272	30	nov	nov	PROPN
essd-673	272	31	dec	dec	PROPN
essd-673	272	32	22	22	NUM
essd-673	272	33	-	-	PUNCT
essd-673	272	34	years	year	NOUN
essd-673	272	35	average	average	ADJ
essd-673	272	36	air	air	NOUN
essd-673	272	37	temperature	temperature	NOUN
essd-673	272	38	(	(	PUNCT
essd-673	272	39	°	°	ADP
essd-673	272	40	c	c	NOUN
essd-673	272	41	)	)	PUNCT
essd-673	272	42	28.2	28.2	NUM
essd-673	272	43	28.2	28.2	NUM
essd-673	272	44	26.3	26.3	NUM
essd-673	272	45	22.8	22.8	NUM
essd-673	272	46	18.9	18.9	NUM
essd-673	272	47	14.8	14.8	NUM
essd-673	272	48	table	table	NOUN
essd-673	272	49	5	5	NUM
essd-673	272	50	.	.	PUNCT
essd-673	272	51	averaged	average	VERB
essd-673	272	52	wind	wind	NOUN
essd-673	272	53	speed	speed	NOUN
essd-673	272	54	/	/	SYM
essd-673	272	55	month	month	NOUN
essd-673	272	56	at	at	ADP
essd-673	272	57	50	50	NUM
essd-673	272	58	m	m	NOUN
essd-673	272	59	from	from	ADP
essd-673	272	60	the	the	DET
essd-673	272	61	surface	surface	NOUN
essd-673	272	62	for	for	ADP
essd-673	272	63	for	for	ADP
essd-673	272	64	the	the	DET
essd-673	272	65	suggested	suggest	VERB
essd-673	272	66	location	location	NOUN
essd-673	272	67	month	month	NOUN
essd-673	272	68	jan	jan	PROPN
essd-673	272	69	feb	feb	PROPN
essd-673	272	70	mar	mar	PROPN
essd-673	272	71	apr	apr	PROPN
essd-673	272	72	may	may	AUX
essd-673	272	73	jun	jun	PROPN
essd-673	272	74	annual	annual	ADJ
essd-673	272	75	average	average	ADJ
essd-673	272	76	measured	measure	VERB
essd-673	272	77	wind	wind	NOUN
essd-673	272	78	speed	speed	NOUN
essd-673	272	79	at	at	ADP
essd-673	272	80	50	50	NUM
essd-673	272	81	m	m	NOUN
essd-673	272	82	height	height	NOUN
essd-673	272	83	(	(	PUNCT
essd-673	272	84	m	m	NOUN
essd-673	272	85	/	/	SYM
essd-673	272	86	s	s	PART
essd-673	272	87	)	)	PUNCT
essd-673	272	88	4.74	4.74	NUM
essd-673	273	1	5.01	5.01	NUM
essd-673	273	2	4.99	4.99	NUM
essd-673	273	3	4.78	4.78	NUM
essd-673	273	4	4.80	4.80	NUM
essd-673	273	5	4.68	4.68	NUM
essd-673	273	6	4.75	4.75	NUM
essd-673	273	7	month	month	NOUN
essd-673	273	8	jul	jul	PROPN
essd-673	273	9	aug	aug	PROPN
essd-673	273	10	sep	sep	PROPN
essd-673	273	11	oct	oct	PROPN
essd-673	273	12	nov	nov	PROPN
essd-673	273	13	dec	dec	PROPN
essd-673	273	14	measured	measure	VERB
essd-673	273	15	wind	wind	NOUN
essd-673	273	16	speed	speed	NOUN
essd-673	273	17	at	at	ADP
essd-673	273	18	50	50	NUM
essd-673	273	19	m	m	NOUN
essd-673	273	20	height	height	NOUN
essd-673	273	21	(	(	PUNCT
essd-673	273	22	m	m	NOUN
essd-673	273	23	/	/	SYM
essd-673	273	24	s	s	PART
essd-673	273	25	)	)	PUNCT
essd-673	273	26	4.73	4.73	NUM
essd-673	273	27	4.71	4.71	NUM
essd-673	273	28	4.78	4.78	NUM
essd-673	273	29	4.68	4.68	NUM
essd-673	273	30	4.44	4.44	NUM
essd-673	273	31	4.71	4.71	NUM
essd-673	273	32	table	table	NOUN
essd-673	273	33	6	6	NUM
essd-673	273	34	.	.	PUNCT
essd-673	274	1	averaged	average	VERB
essd-673	274	2	modified	modify	VERB
essd-673	274	3	wind	wind	NOUN
essd-673	274	4	speed	speed	NOUN
essd-673	274	5	/	/	SYM
essd-673	274	6	month	month	NOUN
essd-673	274	7	for	for	SCONJ
essd-673	274	8	the	the	DET
essd-673	274	9	suggested	suggest	VERB
essd-673	274	10	location	location	NOUN
essd-673	274	11	month	month	NOUN
essd-673	274	12	jan	jan	PROPN
essd-673	274	13	feb	feb	PROPN
essd-673	274	14	mar	mar	PROPN
essd-673	274	15	apr	apr	PROPN
essd-673	274	16	may	may	AUX
essd-673	274	17	jun	jun	PROPN
essd-673	274	18	annual	annual	ADJ
essd-673	274	19	average	average	ADJ
essd-673	274	20	modified	modify	VERB
essd-673	274	21	speed	speed	NOUN
essd-673	274	22	at	at	ADP
essd-673	274	23	20	20	NUM
essd-673	274	24	m	m	NOUN
essd-673	274	25	height(m	height(m	PROPN
essd-673	274	26	/	/	SYM
essd-673	274	27	s	s	PART
essd-673	274	28	)	)	PUNCT
essd-673	274	29	4.1584	4.1584	NUM
essd-673	274	30	4.3953	4.3953	NUM
essd-673	274	31	4.3778	4.3778	NUM
essd-673	275	1	4.1935	4.1935	NUM
essd-673	275	2	4.2111	4.2111	NUM
essd-673	275	3	4.1058	4.1058	NUM
essd-673	275	4	4.1709	4.1709	NUM
essd-673	275	5	month	month	NOUN
essd-673	275	6	jul	jul	PROPN
essd-673	275	7	aug	aug	PROPN
essd-673	275	8	sep	sep	PROPN
essd-673	275	9	oct	oct	PROPN
essd-673	275	10	nov	nov	PROPN
essd-673	275	11	dec	dec	PROPN
essd-673	275	12	modified	modify	VERB
essd-673	275	13	speed	speed	NOUN
essd-673	275	14	at	at	ADP
essd-673	275	15	20	20	NUM
essd-673	275	16	m	m	NOUN
essd-673	275	17	height	height	NOUN
essd-673	275	18	(	(	PUNCT
essd-673	275	19	m	m	NOUN
essd-673	275	20	/	/	SYM
essd-673	275	21	s	s	PART
essd-673	275	22	)	)	PUNCT
essd-673	275	23	4.1497	4.1497	NUM
essd-673	275	24	4.1321	4.1321	NUM
essd-673	275	25	4.1935	4.1935	NUM
essd-673	275	26	4.1058	4.1058	NUM
essd-673	275	27	3.8952	3.8952	NUM
essd-673	275	28	4.1321	4.1321	NUM
essd-673	275	29	5	5	NUM
essd-673	275	30	.	.	PUNCT
essd-673	275	31	optimization	optimization	NOUN
essd-673	275	32	results	result	NOUN
essd-673	275	33	and	and	CCONJ
essd-673	275	34	analysis	analysis	NOUN
essd-673	275	35	the	the	DET
essd-673	275	36	optimum	optimum	ADJ
essd-673	275	37	mg	mg	NOUN
essd-673	275	38	system	system	NOUN
essd-673	275	39	configuration	configuration	NOUN
essd-673	275	40	,	,	PUNCT
essd-673	275	41	that	that	PRON
essd-673	275	42	meets	meet	VERB
essd-673	275	43	the	the	DET
essd-673	275	44	energy	energy	NOUN
essd-673	275	45	required	require	VERB
essd-673	275	46	by	by	ADP
essd-673	275	47	the	the	DET
essd-673	275	48	previously	previously	ADV
essd-673	275	49	mentioned	mention	VERB
essd-673	275	50	load	load	NOUN
essd-673	275	51	profile	profile	NOUN
essd-673	275	52	with	with	ADP
essd-673	275	53	minimum	minimum	ADJ
essd-673	275	54	tic	tic	ADJ
essd-673	275	55	and	and	CCONJ
essd-673	275	56	emissions	emission	NOUN
essd-673	275	57	limits	limit	NOUN
essd-673	275	58	,	,	PUNCT
essd-673	275	59	is	be	AUX
essd-673	275	60	obtained	obtain	VERB
essd-673	275	61	by	by	ADP
essd-673	275	62	performing	perform	VERB
essd-673	275	63	the	the	DET
essd-673	275	64	designed	design	VERB
essd-673	275	65	optimization	optimization	NOUN
essd-673	275	66	scheme	scheme	NOUN
essd-673	275	67	explained	explain	VERB
essd-673	275	68	in	in	ADP
essd-673	275	69	subsection	subsection	NOUN
essd-673	275	70	4.1	4.1	NUM
essd-673	275	71	.	.	PUNCT
essd-673	275	72	table	table	NOUN
essd-673	275	73	7	7	NUM
essd-673	275	74	indicates	indicate	VERB
essd-673	275	75	the	the	DET
essd-673	275	76	bounds	bound	NOUN
essd-673	275	77	and	and	CCONJ
essd-673	275	78	size	size	NOUN
essd-673	275	79	of	of	ADP
essd-673	275	80	design	design	NOUN
essd-673	275	81	variables	variable	NOUN
essd-673	275	82	constraints	constraint	NOUN
essd-673	275	83	used	use	VERB
essd-673	275	84	in	in	ADP
essd-673	275	85	this	this	DET
essd-673	275	86	paper	paper	NOUN
essd-673	275	87	.	.	PUNCT
essd-673	276	1	the	the	DET
essd-673	276	2	simulation	simulation	NOUN
essd-673	276	3	results	result	VERB
essd-673	276	4	to	to	PART
essd-673	276	5	obtain	obtain	VERB
essd-673	276	6	minimum	minimum	ADJ
essd-673	276	7	tic	tic	NOUN
essd-673	276	8	without	without	ADP
essd-673	276	9	and	and	CCONJ
essd-673	276	10	with	with	ADP
essd-673	276	11	various	various	ADJ
essd-673	276	12	emission	emission	NOUN
essd-673	276	13	limits	limit	NOUN
essd-673	276	14	using	use	VERB
essd-673	276	15	ga	ga	PROPN
essd-673	276	16	,	,	PUNCT
essd-673	276	17	and	and	CCONJ
essd-673	276	18	pso	pso	NOUN
essd-673	276	19	techniques	technique	NOUN
essd-673	276	20	are	be	AUX
essd-673	276	21	explained	explain	VERB
essd-673	276	22	in	in	ADP
essd-673	276	23	the	the	DET
essd-673	276	24	following	follow	VERB
essd-673	276	25	subsections	subsection	NOUN
essd-673	276	26	.	.	PUNCT
essd-673	277	1	table	table	NOUN
essd-673	277	2	7	7	NUM
essd-673	277	3	.	.	PUNCT
essd-673	277	4	indicates	indicate	VERB
essd-673	277	5	the	the	DET
essd-673	277	6	bounds	bound	NOUN
essd-673	277	7	and	and	CCONJ
essd-673	277	8	size	size	NOUN
essd-673	277	9	of	of	ADP
essd-673	277	10	design	design	NOUN
essd-673	277	11	variables	variable	NOUN
essd-673	277	12	constraints	constraint	VERB
essd-673	277	13	optimal	optimal	ADJ
essd-673	277	14	search	search	NOUN
essd-673	277	15	limits	limit	NOUN
essd-673	277	16	nwt	nwt	PROPN
essd-673	277	17	npv	npv	PROPN
essd-673	277	18	ndg	ndg	PROPN
essd-673	277	19	nbat	nbat	PROPN
essd-673	277	20	ncon	ncon	PROPN
essd-673	277	21	ninv	ninv	PROPN
essd-673	277	22	tdg	tdg	PROPN
essd-673	277	23	(	(	PUNCT
essd-673	277	24	hours	hour	NOUN
essd-673	277	25	)	)	PUNCT
essd-673	277	26	minimum	minimum	NOUN
essd-673	277	27	(	(	PUNCT
essd-673	277	28	lower	low	ADJ
essd-673	277	29	limit	limit	NOUN
essd-673	277	30	)	)	PUNCT
essd-673	277	31	0	0	NUM
essd-673	277	32	0	0	NUM
essd-673	277	33	0	0	NUM
essd-673	277	34	0	0	NUM
essd-673	277	35	0	0	NUM
essd-673	277	36	0	0	NUM
essd-673	277	37	0	0	NUM
essd-673	277	38	maximum	maximum	ADJ
essd-673	277	39	(	(	PUNCT
essd-673	277	40	upper	upper	ADJ
essd-673	277	41	limit	limit	NOUN
essd-673	277	42	)	)	PUNCT
essd-673	277	43	1	1	NUM
essd-673	277	44	40	40	NUM
essd-673	277	45	20	20	NUM
essd-673	277	46	10	10	NUM
essd-673	277	47	50	50	NUM
essd-673	277	48	10	10	NUM
essd-673	277	49	6	6	NUM
essd-673	277	50	abde	abde	ADP
essd-673	277	51	-	-	PUNCT
essd-673	277	52	hamed/	hamed/	NUM
essd-673	277	53	environmental	environmental	ADJ
essd-673	277	54	science	science	NOUN
essd-673	277	55	and	and	CCONJ
essd-673	277	56	sustainable	sustainable	ADJ
essd-673	277	57	development	development	NOUN
essd-673	277	58	pg	pg	NOUN
essd-673	277	59	.	.	PROPN
essd-673	277	60	13	13	NUM
essd-673	277	61	5.1	5.1	NUM
essd-673	277	62	.	.	PUNCT
essd-673	278	1	using	use	VERB
essd-673	278	2	pso	pso	NOUN
essd-673	278	3	without	without	ADP
essd-673	278	4	co2	co2	NOUN
essd-673	278	5	emissions	emission	NOUN
essd-673	278	6	constraint	constraint	NOUN
essd-673	278	7	in	in	ADP
essd-673	278	8	this	this	DET
essd-673	278	9	configuration	configuration	NOUN
essd-673	278	10	,	,	PUNCT
essd-673	278	11	table	table	NOUN
essd-673	278	12	8	8	NUM
essd-673	278	13	indicates	indicate	VERB
essd-673	278	14	different	different	ADJ
essd-673	278	15	types	type	NOUN
essd-673	278	16	and	and	CCONJ
essd-673	278	17	numbers	number	NOUN
essd-673	278	18	of	of	ADP
essd-673	278	19	wind	wind	NOUN
essd-673	278	20	turbines	turbine	NOUN
essd-673	278	21	,	,	PUNCT
essd-673	278	22	pv	pv	NOUN
essd-673	278	23	modules	module	NOUN
essd-673	278	24	,	,	PUNCT
essd-673	278	25	diesel	diesel	NOUN
essd-673	278	26	generators	generator	NOUN
essd-673	278	27	,	,	PUNCT
essd-673	278	28	inverters	inverter	NOUN
essd-673	278	29	and	and	CCONJ
essd-673	278	30	controller	controller	NOUN
essd-673	278	31	in	in	ADP
essd-673	278	32	the	the	DET
essd-673	278	33	designed	design	VERB
essd-673	278	34	mg	mg	PROPN
essd-673	278	35	configuration	configuration	NOUN
essd-673	278	36	indicated	indicate	VERB
essd-673	278	37	in	in	ADP
essd-673	278	38	fig	fig	NOUN
essd-673	278	39	.	.	PUNCT
essd-673	278	40	2	2	NUM
essd-673	278	41	and	and	CCONJ
essd-673	278	42	explained	explain	VERB
essd-673	278	43	in	in	ADP
essd-673	278	44	details	detail	NOUN
essd-673	278	45	previously	previously	ADV
essd-673	278	46	in	in	ADP
essd-673	278	47	subsection	subsection	NOUN
essd-673	278	48	4.1	4.1	NUM
essd-673	278	49	.	.	PUNCT
essd-673	278	50	number	number	NOUN
essd-673	278	51	of	of	ADP
essd-673	278	52	different	different	ADJ
essd-673	278	53	battery	battery	NOUN
essd-673	278	54	types	type	NOUN
essd-673	278	55	is	be	AUX
essd-673	278	56	also	also	ADV
essd-673	278	57	used	use	VERB
essd-673	278	58	for	for	ADP
essd-673	278	59	charging	charge	VERB
essd-673	278	60	the	the	DET
essd-673	278	61	excessive	excessive	ADJ
essd-673	278	62	energy	energy	NOUN
essd-673	278	63	in	in	ADP
essd-673	278	64	case	case	NOUN
essd-673	278	65	of	of	ADP
essd-673	278	66	generation	generation	NOUN
essd-673	278	67	higher	high	ADJ
essd-673	278	68	than	than	ADP
essd-673	278	69	load	load	NOUN
essd-673	278	70	and	and	CCONJ
essd-673	278	71	to	to	PART
essd-673	278	72	supply	supply	VERB
essd-673	278	73	the	the	DET
essd-673	278	74	load	load	NOUN
essd-673	278	75	in	in	ADP
essd-673	278	76	case	case	NOUN
essd-673	278	77	of	of	ADP
essd-673	278	78	generation	generation	NOUN
essd-673	278	79	is	be	AUX
essd-673	278	80	higher	high	ADJ
essd-673	278	81	.	.	PUNCT
essd-673	279	1	in	in	ADP
essd-673	279	2	this	this	DET
essd-673	279	3	case	case	NOUN
essd-673	279	4	,	,	PUNCT
essd-673	279	5	per	per	ADP
essd-673	279	6	year	year	NOUN
essd-673	279	7	total	total	NOUN
essd-673	279	8	generated	generate	VERB
essd-673	279	9	energy	energy	NOUN
essd-673	279	10	is	be	AUX
essd-673	279	11	of	of	ADP
essd-673	279	12	321650.34	321650.34	NUM
essd-673	279	13	kwh	kwh	NOUN
essd-673	279	14	,	,	PUNCT
essd-673	279	15	and	and	CCONJ
essd-673	279	16	per	per	ADP
essd-673	279	17	year	year	NOUN
essd-673	279	18	consumption	consumption	NOUN
essd-673	279	19	of	of	ADP
essd-673	279	20	energy	energy	NOUN
essd-673	279	21	is	be	AUX
essd-673	279	22	321603.88	321603.88	NUM
essd-673	279	23	kwh	kwh	NOUN
essd-673	279	24	.	.	PUNCT
essd-673	280	1	the	the	DET
essd-673	280	2	model	model	NOUN
essd-673	280	3	represents	represent	VERB
essd-673	280	4	a	a	DET
essd-673	280	5	mg	mg	PROPN
essd-673	280	6	system	system	NOUN
essd-673	280	7	configuration	configuration	NOUN
essd-673	280	8	with	with	ADP
essd-673	280	9	a	a	DET
essd-673	280	10	tic	tic	ADJ
essd-673	280	11	value	value	NOUN
essd-673	280	12	of	of	ADP
essd-673	280	13	$	$	SYM
essd-673	280	14	47822.59	47822.59	NUM
essd-673	280	15	with	with	ADP
essd-673	280	16	emissions	emission	NOUN
essd-673	280	17	of	of	ADP
essd-673	280	18	15146.06	15146.06	NUM
essd-673	280	19	kg	kg	NOUN
essd-673	280	20	of	of	ADP
essd-673	280	21	co2	co2	NOUN
essd-673	280	22	.	.	PUNCT
essd-673	280	23	table	table	NOUN
essd-673	280	24	8	8	NUM
essd-673	280	25	.	.	PUNCT
essd-673	281	1	mg	mg	PROPN
essd-673	281	2	sizing	size	VERB
essd-673	281	3	optimization	optimization	NOUN
essd-673	281	4	results	result	NOUN
essd-673	281	5	without	without	ADP
essd-673	281	6	emission	emission	NOUN
essd-673	281	7	constraint	constraint	NOUN
essd-673	281	8	mg	mg	PROPN
essd-673	281	9	commercial	commercial	ADJ
essd-673	281	10	type	type	NOUN
essd-673	281	11	rated	rate	VERB
essd-673	281	12	cap	cap	NOUN
essd-673	281	13	.	.	PUNCT
essd-673	282	1	no	no	INTJ
essd-673	282	2	.	.	PUNCT
essd-673	283	1	commercial	commercial	ADJ
essd-673	283	2	type	type	NOUN
essd-673	283	3	rated	rate	VERB
essd-673	283	4	cap	cap	NOUN
essd-673	283	5	.	.	PUNCT
essd-673	284	1	no	no	INTJ
essd-673	284	2	.	.	PUNCT
essd-673	285	1	wind	wind	NOUN
essd-673	285	2	southwest	southwest	PROPN
essd-673	285	3	(	(	PUNCT
essd-673	285	4	air	air	NOUN
essd-673	285	5	x	x	SYM
essd-673	285	6	)	)	PUNCT
essd-673	285	7	400w	400w	NOUN
essd-673	285	8	1	1	NUM
essd-673	285	9	bornay	bornay	NOUN
essd-673	285	10	-	-	PUNCT
essd-673	285	11	inclin	inclin	PROPN
essd-673	285	12	6000	6000	NUM
essd-673	285	13	6000w	6000w	NUM
essd-673	285	14	1	1	NUM
essd-673	285	15	sw(whisper	sw(whisper	PROPN
essd-673	285	16	500	500	NUM
essd-673	285	17	)	)	PUNCT
essd-673	285	18	3000w	3000w	NUM
essd-673	285	19	1	1	NUM
essd-673	285	20	are110	are110	PROPN
essd-673	285	21	2500w	2500w	NUM
essd-673	285	22	1	1	NUM
essd-673	285	23	ae	ae	PROPN
essd-673	285	24	(	(	PUNCT
essd-673	285	25	lakota	lakota	PROPN
essd-673	285	26	)	)	PUNCT
essd-673	285	27	800w	800w	VERB
essd-673	285	28	1	1	NUM
essd-673	285	29	are442	are442	PROPN
essd-673	285	30	10000w	10000w	NUM
essd-673	285	31	1	1	NUM
essd-673	285	32	bergey	bergey	PROPN
essd-673	285	33	(	(	PUNCT
essd-673	285	34	bwc	bwc	NOUN
essd-673	285	35	1500	1500	NUM
essd-673	285	36	)	)	PUNCT
essd-673	285	37	1500w	1500w	NUM
essd-673	285	38	1	1	NUM
essd-673	285	39	kestrel	kestrel	NOUN
essd-673	285	40	wind	wind	NOUN
essd-673	285	41	(	(	PUNCT
essd-673	285	42	800	800	NUM
essd-673	285	43	)	)	PUNCT
essd-673	285	44	800w	800w	NOUN
essd-673	285	45	1	1	NUM
essd-673	285	46	bergey(bwcexcelr	bergey(bwcexcelr	NUM
essd-673	285	47	)	)	PUNCT
essd-673	285	48	8100w	8100w	NUM
essd-673	285	49	1	1	NUM
essd-673	285	50	kestrelwind(3000	kestrelwind(3000	NUM
essd-673	285	51	)	)	PUNCT
essd-673	285	52	3000w	3000w	NUM
essd-673	285	53	1	1	NUM
essd-673	285	54	bornay	bornay	NOUN
essd-673	285	55	(	(	PUNCT
essd-673	285	56	inclin	inclin	PROPN
essd-673	285	57	600	600	NUM
essd-673	285	58	)	)	PUNCT
essd-673	285	59	600w	600w	VERB
essd-673	285	60	1	1	NUM
essd-673	285	61	solacity	solacity	NOUN
essd-673	285	62	(	(	PUNCT
essd-673	285	63	eoltec	eoltec	ADJ
essd-673	285	64	)	)	PUNCT
essd-673	285	65	6000w	6000w	NUM
essd-673	285	66	1	1	NUM
essd-673	285	67	bornay	bornay	NOUN
essd-673	285	68	(	(	PUNCT
essd-673	285	69	inclin	inclin	PROPN
essd-673	285	70	1500	1500	NUM
essd-673	285	71	)	)	PUNCT
essd-673	285	72	1500w	1500w	NOUN
essd-673	285	73	1	1	NUM
essd-673	285	74	–	–	PUNCT
essd-673	285	75	–	–	PUNCT
essd-673	285	76	–	–	PUNCT
essd-673	285	77	pv	pv	ADP
essd-673	285	78	sharp	sharp	ADJ
essd-673	285	79	nd-250qcs	nd-250qcs	ADJ
essd-673	285	80	250w	250w	NUM
essd-673	285	81	32	32	NUM
essd-673	285	82	csi	csi	PROPN
essd-673	285	83	cs6x-285p	cs6x-285p	PROPN
essd-673	285	84	285w	285w	VERB
essd-673	285	85	39	39	NUM
essd-673	285	86	hyundai	hyundai	PROPN
essd-673	285	87	his-255	his-255	PROPN
essd-673	285	88	mg	mg	PROPN
essd-673	285	89	255w	255w	PROPN
essd-673	285	90	36	36	NUM
essd-673	285	91	canadiansolar250p	canadiansolar250p	PROPN
essd-673	285	92	250w	250w	VERB
essd-673	285	93	33	33	NUM
essd-673	285	94	lightway	lightway	NOUN
essd-673	285	95	235w	235w	PROPN
essd-673	285	96	40	40	NUM
essd-673	285	97	csi	csi	PROPN
essd-673	285	98	cs	cs	PROPN
essd-673	285	99	6x-295p	6x-295p	PROPN
essd-673	285	100	295w	295w	NUM
essd-673	285	101	40	40	NUM
essd-673	285	102	trina	trina	NOUN
essd-673	285	103	tsm	tsm	PROPN
essd-673	285	104	-	-	PUNCT
essd-673	285	105	pa05	pa05	PROPN
essd-673	285	106	240w	240w	PROPN
essd-673	285	107	40	40	NUM
essd-673	285	108	canadiansolar300p	canadiansolar300p	NOUN
essd-673	285	109	300w	300w	NUM
essd-673	285	110	40	40	NUM
essd-673	285	111	solartechspm135p	solartechspm135p	NOUN
essd-673	285	112	135w	135w	NUM
essd-673	285	113	16	16	NUM
essd-673	286	1	canadiansolr255	canadiansolr255	PROPN
essd-673	286	2	m	m	PROPN
essd-673	286	3	255w	255w	NOUN
essd-673	286	4	37	37	NUM
essd-673	286	5	csi	csi	PROPN
essd-673	286	6	cs6p-235px	cs6p-235px	PROPN
essd-673	286	7	235w	235w	PROPN
essd-673	286	8	21	21	NUM
essd-673	286	9	hyundaihis260	hyundaihis260	PROPN
essd-673	286	10	mg	mg	PROPN
essd-673	286	11	260w	260w	NUM
essd-673	286	12	37	37	NUM
essd-673	286	13	csi	csi	PROPN
essd-673	286	14	cs6x-280p	cs6x-280p	PROPN
essd-673	286	15	280w	280w	NOUN
essd-673	286	16	40	40	NUM
essd-673	286	17	–	–	PUNCT
essd-673	286	18	–	–	PUNCT
essd-673	286	19	–	–	PUNCT
essd-673	286	20	dg	dg	AUX
essd-673	286	21	stephil	stephil	PROPN
essd-673	286	22	-se	-se	PROPN
essd-673	286	23	3000d	3000d	NUM
essd-673	286	24	1900w	1900w	NUM
essd-673	286	25	11	11	NUM
essd-673	286	26	–	–	PUNCT
essd-673	286	27	–	–	PUNCT
essd-673	286	28	–	–	PUNCT
essd-673	286	29	battery	battery	NOUN
essd-673	286	30	mk8l16	mk8l16	NOUN
essd-673	286	31	370ah	370ah	NOUN
essd-673	286	32	1	1	NUM
essd-673	286	33	us	us	PROPN
essd-673	286	34	battery	battery	NOUN
essd-673	286	35	us2200	us2200	NOUN
essd-673	286	36	225ah	225ah	VERB
essd-673	286	37	2	2	NUM
essd-673	286	38	surrette2ks33ps	surrette2ks33ps	NOUN
essd-673	286	39	1765a	1765a	NUM
essd-673	286	40	8	8	NUM
essd-673	286	41	us	us	PROPN
essd-673	286	42	battery	battery	NOUN
essd-673	286	43	us250	us250	PROPN
essd-673	286	44	250ah	250ah	NOUN
essd-673	286	45	1	1	NUM
essd-673	286	46	surrettes1	surrettes1	NOUN
essd-673	286	47	-	-	PUNCT
essd-673	286	48	460	460	NUM
essd-673	286	49	350ah	350ah	NOUN
essd-673	286	50	1	1	NUM
essd-673	286	51	surrettes2	surrettes2	NOUN
essd-673	286	52	-	-	PUNCT
essd-673	286	53	460	460	NUM
essd-673	286	54	350ah	350ah	NOUN
essd-673	286	55	1	1	NUM
essd-673	287	1	trogan	trogan	VERB
essd-673	287	2	t-105	t-105	NOUN
essd-673	287	3	225ah	225ah	ADJ
essd-673	287	4	2	2	NUM
essd-673	287	5	surrettes530	surrettes530	PROPN
essd-673	287	6	-	-	PUNCT
essd-673	287	7	6v	6v	NOUN
essd-673	287	8	400ah	400ah	NOUN
essd-673	287	9	2	2	NUM
essd-673	287	10	us	us	PROPN
essd-673	287	11	battery	battery	NOUN
essd-673	287	12	us185	us185	PROPN
essd-673	287	13	195ah	195ah	NOUN
essd-673	287	14	1	1	NUM
essd-673	287	15	–	–	PUNCT
essd-673	287	16	–	–	PUNCT
essd-673	287	17	–	–	PUNCT
essd-673	287	18	controller	controller	NOUN
essd-673	287	19	se	se	PROPN
essd-673	287	20	-	-	PROPN
essd-673	287	21	xw	xw	PROPN
essd-673	287	22	-	-	PUNCT
essd-673	287	23	mppt-60	mppt-60	PROPN
essd-673	287	24	1500w	1500w	NOUN
essd-673	287	25	30	30	NUM
essd-673	287	26	outback	outback	NOUN
essd-673	287	27	fm60	fm60	PROPN
essd-673	287	28	1500w	1500w	NUM
essd-673	287	29	12	12	NUM
essd-673	287	30	outback	outback	NOUN
essd-673	287	31	fm80	fm80	PROPN
essd-673	287	32	2000w	2000w	NOUN
essd-673	287	33	27	27	NUM
essd-673	287	34	blue	blue	ADJ
essd-673	287	35	sky	sky	NOUN
essd-673	287	36	sb3048	sb3048	NOUN
essd-673	287	37	750w	750w	ADJ
essd-673	287	38	8	8	NUM
essd-673	287	39	inverter	inverter	NOUN
essd-673	287	40	se	se	ADJ
essd-673	287	41	-	-	ADJ
essd-673	287	42	xw6048	xw6048	ADJ
essd-673	287	43	6000w	6000w	NUM
essd-673	287	44	4	4	NUM
essd-673	287	45	fx-2024et	fx-2024et	ADJ
essd-673	287	46	2000w	2000w	NUM
essd-673	287	47	2	2	NUM
essd-673	287	48	se	se	X
essd-673	287	49	-	-	NOUN
essd-673	287	50	xw4548	xw4548	PROPN
essd-673	287	51	4500w	4500w	NUM
essd-673	287	52	2	2	NUM
essd-673	287	53	se	se	X
essd-673	287	54	-	-	PROPN
essd-673	287	55	xw4024	xw4024	ADJ
essd-673	287	56	4000w	4000w	NUM
essd-673	287	57	4	4	NUM
essd-673	287	58	tic	tic	ADJ
essd-673	287	59	(	(	PUNCT
essd-673	287	60	$	$	SYM
essd-673	287	61	)	)	PUNCT
essd-673	287	62	47822.5970	47822.5970	PROPN
essd-673	287	63	co2	co2	NOUN
essd-673	287	64	(	(	PUNCT
essd-673	287	65	kg	kg	NOUN
essd-673	287	66	)	)	PUNCT
essd-673	287	67	15146.06	15146.06	NUM
essd-673	287	68	abde	abde	ADP
essd-673	287	69	-	-	PUNCT
essd-673	287	70	hamed/	hamed/	NUM
essd-673	287	71	environmental	environmental	ADJ
essd-673	287	72	science	science	NOUN
essd-673	287	73	and	and	CCONJ
essd-673	287	74	sustainable	sustainable	ADJ
essd-673	287	75	development	development	NOUN
essd-673	287	76	pg	pg	NOUN
essd-673	287	77	.	.	PUNCT
essd-673	288	1	14	14	NUM
essd-673	288	2	5.2	5.2	NUM
essd-673	288	3	.	.	PUNCT
essd-673	289	1	using	use	VERB
essd-673	289	2	pso	pso	NOUN
essd-673	289	3	with	with	ADP
essd-673	289	4	co2	co2	NOUN
essd-673	289	5	emissions	emission	NOUN
essd-673	289	6	constraint	constraint	NOUN
essd-673	289	7	for	for	ADP
essd-673	289	8	investigating	investigate	VERB
essd-673	289	9	the	the	DET
essd-673	289	10	co2	co2	NOUN
essd-673	289	11	emissions	emission	NOUN
essd-673	289	12	effect	effect	NOUN
essd-673	289	13	on	on	ADP
essd-673	289	14	the	the	DET
essd-673	289	15	tic	tic	NOUN
essd-673	289	16	of	of	ADP
essd-673	289	17	the	the	DET
essd-673	289	18	mg	mg	PROPN
essd-673	289	19	system	system	NOUN
essd-673	289	20	,	,	PUNCT
essd-673	289	21	a	a	DET
essd-673	289	22	predetermined	predetermined	ADJ
essd-673	289	23	maximum	maximum	ADJ
essd-673	289	24	permitted	permit	VERB
essd-673	289	25	co2	co2	NOUN
essd-673	289	26	emissions	emission	NOUN
essd-673	289	27	limits	limit	NOUN
essd-673	289	28	introduced	introduce	VERB
essd-673	289	29	.	.	PUNCT
essd-673	290	1	for	for	SCONJ
essd-673	290	2	co2	co2	NOUN
essd-673	290	3	emissions	emission	NOUN
essd-673	290	4	constraints	constraint	NOUN
essd-673	290	5	limited	limit	VERB
essd-673	290	6	to	to	ADP
essd-673	290	7	6884	6884	NUM
essd-673	290	8	kg	kg	NOUN
essd-673	290	9	,	,	PUNCT
essd-673	290	10	table	table	NOUN
essd-673	290	11	9	9	NUM
essd-673	290	12	presents	present	VERB
essd-673	290	13	the	the	DET
essd-673	290	14	optimization	optimization	NOUN
essd-673	290	15	results	result	NOUN
essd-673	290	16	using	use	VERB
essd-673	290	17	pso	pso	NOUN
essd-673	290	18	.	.	PUNCT
essd-673	290	19	table	table	NOUN
essd-673	290	20	9	9	NUM
essd-673	290	21	.	.	PUNCT
essd-673	291	1	mg	mg	PROPN
essd-673	291	2	sizing	size	VERB
essd-673	291	3	optimization	optimization	NOUN
essd-673	291	4	results	result	NOUN
essd-673	291	5	with	with	ADP
essd-673	291	6	emission	emission	NOUN
essd-673	291	7	constraint	constraint	NOUN
essd-673	291	8	mg	mg	PROPN
essd-673	291	9	commercial	commercial	ADJ
essd-673	291	10	type	type	NOUN
essd-673	291	11	rated	rate	VERB
essd-673	291	12	cap	cap	NOUN
essd-673	291	13	.	.	PUNCT
essd-673	292	1	no	no	INTJ
essd-673	292	2	.	.	PUNCT
essd-673	293	1	commercial	commercial	ADJ
essd-673	293	2	type	type	NOUN
essd-673	293	3	rated	rate	VERB
essd-673	293	4	cap	cap	NOUN
essd-673	293	5	.	.	PUNCT
essd-673	294	1	no	no	INTJ
essd-673	294	2	.	.	PUNCT
essd-673	295	1	wind	wind	NOUN
essd-673	295	2	southwest	southwest	PROPN
essd-673	295	3	(	(	PUNCT
essd-673	295	4	air	air	NOUN
essd-673	295	5	x	x	SYM
essd-673	295	6	)	)	PUNCT
essd-673	295	7	400w	400w	NOUN
essd-673	295	8	1	1	NUM
essd-673	295	9	bornayinclin	bornayinclin	NOUN
essd-673	295	10	3000	3000	NUM
essd-673	295	11	3000w	3000w	NUM
essd-673	295	12	1	1	NUM
essd-673	295	13	sw	sw	NOUN
essd-673	295	14	(	(	PUNCT
essd-673	295	15	whisper	whisper	VERB
essd-673	295	16	200	200	NUM
essd-673	295	17	)	)	PUNCT
essd-673	295	18	1000w	1000w	NOUN
essd-673	295	19	1	1	NUM
essd-673	295	20	bornayinclin	bornayinclin	NOUN
essd-673	295	21	6000	6000	NUM
essd-673	295	22	6000w	6000w	NUM
essd-673	295	23	1	1	NUM
essd-673	295	24	sw(whisper	sw(whisper	PROPN
essd-673	295	25	500	500	NUM
essd-673	295	26	)	)	PUNCT
essd-673	295	27	3000w	3000w	NUM
essd-673	295	28	1	1	NUM
essd-673	295	29	are110	are110	PROPN
essd-673	295	30	2500w	2500w	NUM
essd-673	295	31	sw(skystream	sw(skystream	PROPN
essd-673	295	32	3.7	3.7	NUM
essd-673	295	33	)	)	PUNCT
essd-673	295	34	1800w	1800w	NUM
essd-673	295	35	1	1	NUM
essd-673	295	36	are442	are442	PROPN
essd-673	295	37	10000w	10000w	NUM
essd-673	295	38	1	1	NUM
essd-673	295	39	bergey	bergey	PROPN
essd-673	295	40	-	-	PUNCT
essd-673	295	41	bwcexcelr	bwcexcelr	NOUN
essd-673	295	42	8100w	8100w	NUM
essd-673	295	43	1	1	NUM
essd-673	295	44	kestrel	kestrel	NOUN
essd-673	295	45	wind	wind	NOUN
essd-673	295	46	(	(	PUNCT
essd-673	295	47	1000	1000	NUM
essd-673	295	48	)	)	PUNCT
essd-673	295	49	1000w	1000w	NUM
essd-673	295	50	1	1	NUM
essd-673	295	51	bornay	bornay	NOUN
essd-673	295	52	(	(	PUNCT
essd-673	295	53	inclin	inclin	PROPN
essd-673	295	54	250	250	NUM
essd-673	295	55	)	)	PUNCT
essd-673	295	56	250w	250w	NOUN
essd-673	295	57	1	1	NUM
essd-673	295	58	kestrel	kestrel	NOUN
essd-673	295	59	wind	wind	NOUN
essd-673	295	60	(	(	PUNCT
essd-673	295	61	3000	3000	NUM
essd-673	295	62	)	)	PUNCT
essd-673	295	63	3000w	3000w	NUM
essd-673	295	64	1	1	NUM
essd-673	295	65	bornay	bornay	NOUN
essd-673	295	66	(	(	PUNCT
essd-673	295	67	inclin	inclin	PROPN
essd-673	295	68	1500	1500	NUM
essd-673	295	69	)	)	PUNCT
essd-673	295	70	1500w	1500w	NOUN
essd-673	295	71	1	1	NUM
essd-673	295	72	solacity	solacity	NOUN
essd-673	295	73	(	(	PUNCT
essd-673	295	74	eoltec	eoltec	ADJ
essd-673	295	75	)	)	PUNCT
essd-673	295	76	6000w	6000w	NUM
essd-673	295	77	1	1	NUM
essd-673	295	78	pv	pv	NOUN
essd-673	295	79	sharp	sharp	ADJ
essd-673	295	80	nd-250qcs	nd-250qcs	ADJ
essd-673	295	81	250w	250w	NUM
essd-673	295	82	40	40	NUM
essd-673	295	83	csi	csi	ADJ
essd-673	295	84	cs6x-285p	cs6x-285p	PROPN
essd-673	295	85	285w	285w	VERB
essd-673	295	86	40	40	NUM
essd-673	295	87	hyundaihis-255	hyundaihis-255	ADJ
essd-673	295	88	mg	mg	PROPN
essd-673	295	89	255w	255w	NUM
essd-673	295	90	40	40	NUM
essd-673	295	91	canadiansolar250p	canadiansolar250p	PROPN
essd-673	295	92	250w	250w	VERB
essd-673	295	93	40	40	NUM
essd-673	295	94	lightway	lightway	NOUN
essd-673	295	95	235w	235w	PROPN
essd-673	295	96	40	40	NUM
essd-673	295	97	csi	csi	PROPN
essd-673	295	98	cs	cs	PROPN
essd-673	295	99	6x-295p	6x-295p	PROPN
essd-673	295	100	295w	295w	NUM
essd-673	295	101	40	40	NUM
essd-673	295	102	trina	trina	NOUN
essd-673	295	103	tsm	tsm	PROPN
essd-673	295	104	-	-	PUNCT
essd-673	295	105	pa05	pa05	PROPN
essd-673	295	106	240w	240w	PROPN
essd-673	295	107	29	29	NUM
essd-673	295	108	canadiansolar300p	canadiansolar300p	NOUN
essd-673	295	109	300w	300w	NOUN
essd-673	295	110	39	39	NUM
essd-673	295	111	solartechspm135p	solartechspm135p	NOUN
essd-673	295	112	135w	135w	NUM
essd-673	295	113	21	21	NUM
essd-673	296	1	canadiansolr255	canadiansolr255	PROPN
essd-673	296	2	m	m	PROPN
essd-673	296	3	255w	255w	NUM
essd-673	296	4	40	40	NUM
essd-673	296	5	csi	csi	PROPN
essd-673	296	6	cs6p-235px	cs6p-235px	PROPN
essd-673	296	7	235w	235w	PROPN
essd-673	296	8	40	40	NUM
essd-673	296	9	hyundaihis260	hyundaihis260	PROPN
essd-673	296	10	mg	mg	PROPN
essd-673	296	11	260w	260w	NUM
essd-673	296	12	40	40	NUM
essd-673	296	13	csi	csi	PROPN
essd-673	296	14	cs6x-280p	cs6x-280p	PROPN
essd-673	296	15	280w	280w	NOUN
essd-673	296	16	40	40	NUM
essd-673	296	17	–	–	PUNCT
essd-673	296	18	–	–	PUNCT
essd-673	296	19	–	–	PUNCT
essd-673	296	20	dg	dg	PROPN
essd-673	296	21	stephil	stephil	PROPN
essd-673	296	22	-	-	PUNCT
essd-673	296	23	se	se	X
essd-673	296	24	3000d	3000d	PROPN
essd-673	296	25	1900w	1900w	NUM
essd-673	296	26	5	5	NUM
essd-673	296	27	–	–	PUNCT
essd-673	296	28	–	–	PUNCT
essd-673	296	29	–	–	PUNCT
essd-673	296	30	battery	battery	NOUN
essd-673	296	31	mk8l16	mk8l16	NOUN
essd-673	296	32	370ah	370ah	NOUN
essd-673	296	33	2	2	NUM
essd-673	296	34	us	us	PROPN
essd-673	296	35	battery	battery	NOUN
essd-673	296	36	us185	us185	PROPN
essd-673	296	37	195ah	195ah	NOUN
essd-673	296	38	4	4	NUM
essd-673	296	39	surrette2ks33ps	surrette2ks33p	VERB
essd-673	296	40	1765ah	1765ah	PROPN
essd-673	296	41	5	5	NUM
essd-673	296	42	us	us	PROPN
essd-673	296	43	battery	battery	NOUN
essd-673	296	44	us2200	us2200	NOUN
essd-673	296	45	225ah	225ah	VERB
essd-673	296	46	3	3	NUM
essd-673	296	47	surrette	surrette	NOUN
essd-673	296	48	4	4	NUM
essd-673	296	49	-	-	PUNCT
essd-673	296	50	cs-17ps	cs-17ps	PROPN
essd-673	296	51	546ah	546ah	VERB
essd-673	296	52	4	4	NUM
essd-673	296	53	us	us	PROPN
essd-673	296	54	battery	battery	NOUN
essd-673	296	55	us250	us250	PROPN
essd-673	296	56	250ah	250ah	NOUN
essd-673	296	57	3	3	NUM
essd-673	296	58	surrette6	surrette6	NOUN
essd-673	296	59	-	-	PUNCT
essd-673	296	60	cs-17ps	cs-17ps	PROPN
essd-673	296	61	546ah	546ah	VERB
essd-673	296	62	2	2	NUM
essd-673	296	63	surrettes2	surrettes2	NOUN
essd-673	296	64	-	-	PUNCT
essd-673	296	65	460	460	NUM
essd-673	296	66	350ah	350ah	NOUN
essd-673	296	67	2	2	NUM
essd-673	296	68	trogan	trogan	VERB
essd-673	296	69	t-105	t-105	NOUN
essd-673	296	70	225ah	225ah	ADJ
essd-673	296	71	4	4	NUM
essd-673	296	72	surrettes530	surrettes530	PROPN
essd-673	296	73	-	-	PUNCT
essd-673	296	74	6v	6v	NOUN
essd-673	296	75	400ah	400ah	ADJ
essd-673	296	76	5	5	NUM
essd-673	296	77	controller	controller	NOUN
essd-673	296	78	se	se	PROPN
essd-673	296	79	-	-	PROPN
essd-673	296	80	xw	xw	PROPN
essd-673	296	81	-	-	PUNCT
essd-673	296	82	mppt-60	mppt-60	PROPN
essd-673	296	83	1500w	1500w	NOUN
essd-673	296	84	17	17	NUM
essd-673	296	85	se	se	PROPN
essd-673	296	86	-	-	PROPN
essd-673	296	87	xw	xw	PROPN
essd-673	296	88	-	-	PUNCT
essd-673	296	89	mppt-80	mppt-80	ADJ
essd-673	296	90	2000w	2000w	NOUN
essd-673	296	91	15	15	NUM
essd-673	296	92	outback	outback	NOUN
essd-673	296	93	fm80	fm80	PROPN
essd-673	296	94	2000w	2000w	NOUN
essd-673	296	95	23	23	NUM
essd-673	296	96	blue	blue	ADJ
essd-673	296	97	sky	sky	NOUN
essd-673	296	98	sb3048	sb3048	NOUN
essd-673	296	99	750w	750w	NOUN
essd-673	296	100	13	13	NUM
essd-673	296	101	outback	outback	NOUN
essd-673	296	102	fm60	fm60	PROPN
essd-673	296	103	1500w	1500w	NUM
essd-673	296	104	14	14	NUM
essd-673	296	105	–	–	PUNCT
essd-673	296	106	–	–	PUNCT
essd-673	296	107	–	–	PUNCT
essd-673	296	108	inverter	inverter	ADJ
essd-673	296	109	se	se	NOUN
essd-673	296	110	-	-	NOUN
essd-673	296	111	dr1524e	dr1524e	ADJ
essd-673	296	112	1500w	1500w	NOUN
essd-673	296	113	3	3	NUM
essd-673	296	114	fx-2024et	fx-2024et	PROPN
essd-673	296	115	2000w	2000w	NUM
essd-673	296	116	5	5	NUM
essd-673	296	117	se	se	ADJ
essd-673	296	118	-	-	ADJ
essd-673	296	119	xw6048	xw6048	ADJ
essd-673	296	120	6000w	6000w	NUM
essd-673	296	121	4	4	NUM
essd-673	296	122	se	se	X
essd-673	296	123	-	-	ADJ
essd-673	296	124	xw4024	xw4024	ADJ
essd-673	296	125	4000w	4000w	NUM
essd-673	296	126	4	4	NUM
essd-673	296	127	se	se	X
essd-673	296	128	-	-	PROPN
essd-673	296	129	xw4548	xw4548	PROPN
essd-673	296	130	4500w	4500w	NUM
essd-673	296	131	2	2	NUM
essd-673	296	132	–	–	PUNCT
essd-673	296	133	–	–	PUNCT
essd-673	296	134	–	–	PUNCT
essd-673	296	135	tic	tic	ADJ
essd-673	296	136	(	(	PUNCT
essd-673	296	137	$	$	SYM
essd-673	296	138	)	)	PUNCT
essd-673	296	139	48503.4315	48503.4315	PROPN
essd-673	296	140	co2	co2	NOUN
essd-673	296	141	(	(	PUNCT
essd-673	296	142	kg	kg	NOUN
essd-673	296	143	)	)	PUNCT
essd-673	296	144	6884.5772	6884.5772	NOUN
essd-673	296	145	abde	abde	ADP
essd-673	296	146	-	-	PUNCT
essd-673	296	147	hamed/	hamed/	NUM
essd-673	296	148	environmental	environmental	ADJ
essd-673	296	149	science	science	NOUN
essd-673	296	150	and	and	CCONJ
essd-673	296	151	sustainable	sustainable	ADJ
essd-673	296	152	development	development	NOUN
essd-673	296	153	pg	pg	PROPN
essd-673	296	154	.	.	PROPN
essd-673	296	155	15	15	NUM
essd-673	296	156	it	it	PRON
essd-673	296	157	can	can	AUX
essd-673	296	158	be	be	AUX
essd-673	296	159	concluded	conclude	VERB
essd-673	296	160	from	from	ADP
essd-673	296	161	table	table	NOUN
essd-673	296	162	9	9	NUM
essd-673	296	163	that	that	SCONJ
essd-673	296	164	by	by	ADP
essd-673	296	165	decreasing	decrease	VERB
essd-673	296	166	the	the	DET
essd-673	296	167	maximum	maximum	ADJ
essd-673	296	168	allowable	allowable	ADJ
essd-673	296	169	co2	co2	NOUN
essd-673	296	170	emissions	emission	NOUN
essd-673	296	171	limits	limit	NOUN
essd-673	296	172	,	,	PUNCT
essd-673	296	173	number	number	NOUN
essd-673	296	174	of	of	ADP
essd-673	296	175	dgs	dgs	NOUN
essd-673	296	176	is	be	AUX
essd-673	296	177	decreased	decrease	VERB
essd-673	296	178	and	and	CCONJ
essd-673	296	179	consequently	consequently	ADV
essd-673	296	180	the	the	DET
essd-673	296	181	number	number	NOUN
essd-673	296	182	of	of	ADP
essd-673	296	183	pv	pv	NOUN
essd-673	296	184	modules	module	NOUN
essd-673	296	185	,	,	PUNCT
essd-673	296	186	pv	pv	NOUN
essd-673	296	187	controllers	controller	NOUN
essd-673	296	188	,	,	PUNCT
essd-673	296	189	and	and	CCONJ
essd-673	296	190	wts	wts	PROPN
essd-673	296	191	are	be	AUX
essd-673	296	192	increased	increase	VERB
essd-673	296	193	.	.	PUNCT
essd-673	297	1	this	this	PRON
essd-673	297	2	will	will	AUX
essd-673	297	3	increase	increase	VERB
essd-673	297	4	the	the	DET
essd-673	297	5	installation	installation	NOUN
essd-673	297	6	cost	cost	NOUN
essd-673	297	7	of	of	ADP
essd-673	297	8	the	the	DET
essd-673	297	9	mg	mg	PROPN
essd-673	297	10	system	system	NOUN
essd-673	297	11	and	and	CCONJ
essd-673	297	12	therefore	therefore	ADV
essd-673	297	13	the	the	DET
essd-673	297	14	tic	tic	ADJ
essd-673	297	15	value	value	NOUN
essd-673	297	16	will	will	AUX
essd-673	297	17	be	be	AUX
essd-673	297	18	increased	increase	VERB
essd-673	297	19	to	to	ADP
essd-673	297	20	48503.43	48503.43	NUM
essd-673	297	21	$	$	NOUN
essd-673	297	22	instead	instead	ADV
essd-673	297	23	of	of	ADP
essd-673	297	24	47822.59	47822.59	NUM
essd-673	297	25	$	$	NUM
essd-673	297	26	without	without	ADP
essd-673	297	27	constraints	constraint	NOUN
essd-673	297	28	.	.	PUNCT
essd-673	298	1	5.3	5.3	NUM
essd-673	298	2	.	.	PUNCT
essd-673	298	3	impact	impact	NOUN
essd-673	298	4	of	of	ADP
essd-673	298	5	co2	co2	NOUN
essd-673	298	6	emissions	emission	NOUN
essd-673	298	7	constraint	constraint	NOUN
essd-673	298	8	with	with	ADP
essd-673	298	9	comparison	comparison	NOUN
essd-673	298	10	between	between	ADP
essd-673	298	11	pso	pso	NOUN
essd-673	298	12	and	and	CCONJ
essd-673	298	13	ga	ga	PROPN
essd-673	298	14	in	in	ADP
essd-673	298	15	this	this	DET
essd-673	298	16	section	section	NOUN
essd-673	298	17	,	,	PUNCT
essd-673	298	18	comparison	comparison	NOUN
essd-673	298	19	of	of	ADP
essd-673	298	20	impacts	impact	NOUN
essd-673	298	21	of	of	ADP
essd-673	298	22	co2	co2	NOUN
essd-673	298	23	emissions	emission	NOUN
essd-673	298	24	constraint	constraint	NOUN
essd-673	298	25	using	use	VERB
essd-673	298	26	pso	pso	NOUN
essd-673	298	27	and	and	CCONJ
essd-673	298	28	ga	ga	PROPN
essd-673	298	29	is	be	AUX
essd-673	298	30	made	make	VERB
essd-673	298	31	.	.	PUNCT
essd-673	299	1	table	table	NOUN
essd-673	299	2	10	10	NUM
essd-673	299	3	indicates	indicate	VERB
essd-673	299	4	the	the	DET
essd-673	299	5	co2	co2	NOUN
essd-673	299	6	emissions	emission	NOUN
essd-673	299	7	constraints	constraint	VERB
essd-673	299	8	impacts	impact	NOUN
essd-673	299	9	on	on	ADP
essd-673	299	10	the	the	DET
essd-673	299	11	mg	mg	PROPN
essd-673	299	12	configurations	configuration	NOUN
essd-673	299	13	and	and	CCONJ
essd-673	299	14	also	also	ADV
essd-673	299	15	shows	show	VERB
essd-673	299	16	a	a	DET
essd-673	299	17	comparison	comparison	NOUN
essd-673	299	18	between	between	ADP
essd-673	299	19	the	the	DET
essd-673	299	20	results	result	NOUN
essd-673	299	21	of	of	ADP
essd-673	299	22	ga	ga	PROPN
essd-673	299	23	and	and	CCONJ
essd-673	299	24	pso	pso	NOUN
essd-673	299	25	techniques	technique	NOUN
essd-673	299	26	.	.	PUNCT
essd-673	300	1	figs	fig	NOUN
essd-673	300	2	5	5	NUM
essd-673	300	3	-7	-7	NOUN
essd-673	300	4	show	show	VERB
essd-673	300	5	a	a	DET
essd-673	300	6	comparison	comparison	NOUN
essd-673	300	7	between	between	ADP
essd-673	300	8	energy	energy	NOUN
essd-673	300	9	generated	generate	VERB
essd-673	300	10	with	with	ADP
essd-673	300	11	and	and	CCONJ
essd-673	300	12	without	without	ADP
essd-673	300	13	co2	co2	NOUN
essd-673	300	14	emissions	emission	NOUN
essd-673	300	15	constraint	constraint	NOUN
essd-673	300	16	.	.	PUNCT
essd-673	301	1	table	table	NOUN
essd-673	301	2	10	10	NUM
essd-673	301	3	.	.	PUNCT
essd-673	302	1	impact	impact	NOUN
essd-673	302	2	of	of	ADP
essd-673	302	3	co2	co2	NOUN
essd-673	302	4	emissions	emission	NOUN
essd-673	302	5	constraints	constraint	NOUN
essd-673	302	6	.	.	PUNCT
essd-673	303	1	item	item	NOUN
essd-673	303	2	no	no	DET
essd-673	303	3	co2	co2	NOUN
essd-673	303	4	constraints	constraint	NOUN
essd-673	303	5	maximum	maximum	ADJ
essd-673	303	6	allowable	allowable	ADJ
essd-673	303	7	co2	co2	NOUN
essd-673	303	8	emissions	emission	NOUN
essd-673	303	9	6884.5772	6884.5772	NOUN
essd-673	303	10	kg	kg	PROPN
essd-673	303	11	used	use	VERB
essd-673	303	12	technique	technique	NOUN
essd-673	303	13	pso	pso	PROPN
essd-673	303	14	ga	ga	PROPN
essd-673	303	15	pso	pso	PROPN
essd-673	303	16	ga	ga	PROPN
essd-673	303	17	energy	energy	NOUN
essd-673	303	18	required	require	VERB
essd-673	303	19	by	by	ADP
essd-673	303	20	the	the	DET
essd-673	303	21	load	load	NOUN
essd-673	303	22	321603.88	321603.88	NUM
essd-673	303	23	321603.88	321603.88	NUM
essd-673	303	24	321603.88	321603.88	NUM
essd-673	303	25	321603.88	321603.88	NUM
essd-673	303	26	generated	generate	VERB
essd-673	303	27	energy(kwh	energy(kwh	ADJ
essd-673	303	28	/	/	SYM
essd-673	303	29	year	year	NOUN
essd-673	303	30	)	)	PUNCT
essd-673	303	31	321650.34	321650.34	NUM
essd-673	303	32	321605.22	321605.22	NUM
essd-673	303	33	321776.51	321776.51	NUM
essd-673	303	34	321907.14	321907.14	NUM
essd-673	303	35	surplus	surplus	NOUN
essd-673	303	36	energy	energy	NOUN
essd-673	303	37	(	(	PUNCT
essd-673	303	38	kwh	kwh	ADJ
essd-673	303	39	/	/	SYM
essd-673	303	40	year	year	NOUN
essd-673	303	41	)	)	PUNCT
essd-673	303	42	46.4619	46.4619	NUM
essd-673	303	43	1.3403	1.3403	NUM
essd-673	303	44	172.6333	172.6333	NUM
essd-673	303	45	303.25	303.25	NUM
essd-673	303	46	wind	wind	NOUN
essd-673	303	47	energy	energy	NOUN
essd-673	303	48	(	(	PUNCT
essd-673	303	49	kwh	kwh	ADJ
essd-673	303	50	/	/	SYM
essd-673	303	51	year	year	NOUN
essd-673	303	52	)	)	PUNCT
essd-673	303	53	66557.88	66557.88	NUM
essd-673	303	54	46680.87	46680.87	NUM
essd-673	303	55	71602.43	71602.43	NUM
essd-673	303	56	71075.39	71075.39	NUM
essd-673	303	57	pv	pv	NOUN
essd-673	303	58	energy	energy	NOUN
essd-673	303	59	(	(	PUNCT
essd-673	303	60	kwh	kwh	ADJ
essd-673	303	61	/	/	SYM
essd-673	303	62	year	year	NOUN
essd-673	303	63	)	)	PUNCT
essd-673	303	64	216187.10	216187.10	NUM
essd-673	303	65	236019.00	236019.00	NUM
essd-673	303	66	232489.83	232489.83	NUM
essd-673	303	67	233147.50	233147.50	NUM
essd-673	303	68	diesel	diesel	NOUN
essd-673	303	69	gen.energy(kwh	gen.energy(kwh	NOUN
essd-673	303	70	/	/	SYM
essd-673	303	71	year	year	NOUN
essd-673	303	72	)	)	PUNCT
essd-673	303	73	38905.35	38905.35	NUM
essd-673	303	74	38905.35	38905.35	NUM
essd-673	303	75	17684.25	17684.25	NUM
essd-673	303	76	17684.25	17684.25	NUM
essd-673	303	77	no	no	NOUN
essd-673	303	78	.	.	PUNCT
essd-673	304	1	of	of	ADP
essd-673	304	2	dg	dg	PROPN
essd-673	304	3	11	11	NUM
essd-673	304	4	11	11	NUM
essd-673	304	5	5	5	NUM
essd-673	304	6	5	5	NUM
essd-673	304	7	tic	tic	ADJ
essd-673	304	8	(	(	PUNCT
essd-673	304	9	$	$	SYM
essd-673	304	10	/year	/year	NOUN
essd-673	304	11	)	)	PUNCT
essd-673	304	12	47822.59	47822.59	NUM
essd-673	304	13	48553.92	48553.92	NUM
essd-673	304	14	48503.43	48503.43	NUM
essd-673	304	15	48688.70	48688.70	NUM
essd-673	304	16	%	%	NOUN
essd-673	304	17	increase	increase	NOUN
essd-673	304	18	in	in	ADP
essd-673	304	19	tic	tic	ADJ
essd-673	304	20	base	base	NOUN
essd-673	304	21	base	base	NOUN
essd-673	304	22	1.42366	1.42366	NUM
essd-673	304	23	1.8110	1.8110	NUM
essd-673	304	24	annual	annual	ADJ
essd-673	304	25	energy	energy	NOUN
essd-673	304	26	cost($/kwh	cost($/kwh	NOUN
essd-673	304	27	)	)	PUNCT
essd-673	304	28	0.14870	0.14870	NUM
essd-673	304	29	0.15097	0.15097	NUM
essd-673	304	30	0.15081	0.15081	NUM
essd-673	304	31	0.15139	0.15139	NUM
essd-673	304	32	co2_emissions(kg	co2_emissions(kg	NOUN
essd-673	304	33	/	/	SYM
essd-673	304	34	year	year	NOUN
essd-673	304	35	)	)	PUNCT
essd-673	304	36	15146.06	15146.06	NUM
essd-673	304	37	15146.06	15146.06	NUM
essd-673	304	38	6884.57	6884.57	NUM
essd-673	304	39	6884.57	6884.57	NUM
essd-673	304	40	%	%	NOUN
essd-673	304	41	co2	co2	NOUN
essd-673	304	42	emissions	emission	NOUN
essd-673	304	43	decrease	decrease	NOUN
essd-673	304	44	base	base	NOUN
essd-673	304	45	base	base	NOUN
essd-673	304	46	54.5454	54.5454	NUM
essd-673	304	47	54.5454	54.5454	NUM
essd-673	304	48	seeking	seek	VERB
essd-673	304	49	time	time	NOUN
essd-673	304	50	(	(	PUNCT
essd-673	304	51	sec	sec	PROPN
essd-673	304	52	)	)	PUNCT
essd-673	304	53	55.2	55.2	NUM
essd-673	304	54	88.5	88.5	NUM
essd-673	304	55	57.6	57.6	NUM
essd-673	304	56	90.7	90.7	NUM
essd-673	304	57	abde	abde	ADP
essd-673	304	58	-	-	PUNCT
essd-673	304	59	hamed/	hamed/	NUM
essd-673	304	60	environmental	environmental	ADJ
essd-673	304	61	science	science	NOUN
essd-673	304	62	and	and	CCONJ
essd-673	304	63	sustainable	sustainable	ADJ
essd-673	304	64	development	development	NOUN
essd-673	304	65	pg	pg	NOUN
essd-673	304	66	.	.	PUNCT
essd-673	305	1	16	16	NUM
essd-673	305	2	figure	figure	NOUN
essd-673	305	3	5	5	NUM
essd-673	305	4	.	.	PUNCT
essd-673	305	5	monthly	monthly	ADJ
essd-673	305	6	wind	wind	NOUN
essd-673	305	7	energy	energy	NOUN
essd-673	305	8	in	in	ADP
essd-673	305	9	a	a	DET
essd-673	305	10	year	year	NOUN
essd-673	305	11	with	with	ADP
essd-673	305	12	and	and	CCONJ
essd-673	305	13	without	without	ADP
essd-673	305	14	constraints	constraint	NOUN
essd-673	305	15	using	use	VERB
essd-673	305	16	pso	pso	NOUN
essd-673	305	17	figure	figure	NOUN
essd-673	305	18	6	6	NUM
essd-673	305	19	.	.	PUNCT
essd-673	305	20	monthly	monthly	ADJ
essd-673	305	21	pv	pv	NOUN
essd-673	305	22	energy	energy	NOUN
essd-673	305	23	in	in	ADP
essd-673	305	24	a	a	DET
essd-673	305	25	year	year	NOUN
essd-673	305	26	with	with	ADP
essd-673	305	27	and	and	CCONJ
essd-673	305	28	without	without	ADP
essd-673	305	29	constraints	constraint	NOUN
essd-673	305	30	using	use	VERB
essd-673	305	31	pso	pso	NOUN
essd-673	305	32	figure	figure	NOUN
essd-673	305	33	7	7	NUM
essd-673	305	34	.	.	PUNCT
essd-673	305	35	monthly	monthly	PROPN
essd-673	305	36	dg	dg	PROPN
essd-673	305	37	energy	energy	NOUN
essd-673	305	38	in	in	ADP
essd-673	305	39	a	a	DET
essd-673	305	40	year	year	NOUN
essd-673	305	41	with	with	ADP
essd-673	305	42	and	and	CCONJ
essd-673	305	43	without	without	ADP
essd-673	305	44	constraints	constraint	NOUN
essd-673	305	45	using	use	VERB
essd-673	305	46	pso	pso	NOUN
essd-673	305	47	abde	abde	ADP
essd-673	305	48	-	-	PUNCT
essd-673	305	49	hamed/	hamed/	NUM
essd-673	305	50	environmental	environmental	ADJ
essd-673	305	51	science	science	NOUN
essd-673	305	52	and	and	CCONJ
essd-673	305	53	sustainable	sustainable	ADJ
essd-673	305	54	development	development	NOUN
essd-673	305	55	pg	pg	PROPN
essd-673	305	56	.	.	PROPN
essd-673	305	57	17	17	NUM
essd-673	305	58	it	it	PRON
essd-673	305	59	can	can	AUX
essd-673	305	60	be	be	AUX
essd-673	305	61	concluded	conclude	VERB
essd-673	305	62	from	from	ADP
essd-673	305	63	table	table	NOUN
essd-673	305	64	10	10	NUM
essd-673	305	65	and	and	CCONJ
essd-673	305	66	figs	fig	NOUN
essd-673	305	67	5	5	NUM
essd-673	305	68	-7	-7	NOUN
essd-673	305	69	that	that	PRON
essd-673	305	70	by	by	ADP
essd-673	305	71	decreasing	decrease	VERB
essd-673	305	72	the	the	DET
essd-673	305	73	maximum	maximum	ADJ
essd-673	305	74	allowable	allowable	ADJ
essd-673	305	75	co2	co2	NOUN
essd-673	305	76	emissions	emission	NOUN
essd-673	305	77	limits	limit	NOUN
essd-673	305	78	,	,	PUNCT
essd-673	305	79	the	the	DET
essd-673	305	80	number	number	NOUN
essd-673	305	81	of	of	ADP
essd-673	305	82	diesel	diesel	NOUN
essd-673	305	83	generators	generator	NOUN
essd-673	305	84	is	be	AUX
essd-673	305	85	decreased	decrease	VERB
essd-673	305	86	.	.	PUNCT
essd-673	306	1	consequently	consequently	ADV
essd-673	306	2	,	,	PUNCT
essd-673	306	3	the	the	DET
essd-673	306	4	designed	design	VERB
essd-673	306	5	scheme	scheme	NOUN
essd-673	306	6	tends	tend	VERB
essd-673	306	7	to	to	PART
essd-673	306	8	select	select	VERB
essd-673	306	9	higher	high	ADJ
essd-673	306	10	number	number	NOUN
essd-673	306	11	of	of	ADP
essd-673	306	12	pv	pv	NOUN
essd-673	306	13	modules	module	NOUN
essd-673	306	14	and	and	CCONJ
essd-673	306	15	wts	wts	PROPN
essd-673	306	16	to	to	PART
essd-673	306	17	overcome	overcome	VERB
essd-673	306	18	the	the	DET
essd-673	306	19	decreasing	decrease	VERB
essd-673	306	20	in	in	ADP
essd-673	306	21	energy	energy	NOUN
essd-673	306	22	generated	generate	VERB
essd-673	306	23	from	from	ADP
essd-673	306	24	diesel	diesel	NOUN
essd-673	306	25	.	.	PUNCT
essd-673	307	1	this	this	DET
essd-673	307	2	increase	increase	NOUN
essd-673	307	3	in	in	ADP
essd-673	307	4	wts	wts	PROPN
essd-673	307	5	,	,	PUNCT
essd-673	307	6	pv	pv	NOUN
essd-673	307	7	units	unit	NOUN
essd-673	307	8	and	and	CCONJ
essd-673	307	9	pv	pv	NOUN
essd-673	307	10	controller	controller	NOUN
essd-673	307	11	will	will	AUX
essd-673	307	12	increase	increase	VERB
essd-673	307	13	the	the	DET
essd-673	307	14	tic	tic	ADJ
essd-673	307	15	(	(	PUNCT
essd-673	307	16	1.4236	1.4236	NUM
essd-673	307	17	%	%	NOUN
essd-673	307	18	in	in	ADP
essd-673	307	19	pso	pso	NOUN
essd-673	307	20	which	which	PRON
essd-673	307	21	is	be	AUX
essd-673	307	22	approximately	approximately	ADV
essd-673	307	23	zero	zero	NUM
essd-673	307	24	)	)	PUNCT
essd-673	307	25	due	due	ADP
essd-673	307	26	to	to	ADP
essd-673	307	27	the	the	DET
essd-673	307	28	increase	increase	NOUN
essd-673	307	29	of	of	ADP
essd-673	307	30	the	the	DET
essd-673	307	31	installation	installation	NOUN
essd-673	307	32	cost	cost	NOUN
essd-673	307	33	of	of	ADP
essd-673	307	34	the	the	DET
essd-673	307	35	system	system	NOUN
essd-673	307	36	,	,	PUNCT
essd-673	307	37	but	but	CCONJ
essd-673	307	38	the	the	DET
essd-673	307	39	co2	co2	NOUN
essd-673	307	40	emissions	emission	NOUN
essd-673	307	41	is	be	AUX
essd-673	307	42	decreased	decrease	VERB
essd-673	307	43	to	to	ADP
essd-673	307	44	the	the	DET
essd-673	307	45	required	require	VERB
essd-673	307	46	level	level	NOUN
essd-673	307	47	(	(	PUNCT
essd-673	307	48	45.4545	45.4545	NUM
essd-673	307	49	%	%	NOUN
essd-673	307	50	)	)	PUNCT
essd-673	307	51	.	.	PUNCT
essd-673	308	1	it	it	PRON
essd-673	308	2	is	be	AUX
essd-673	308	3	obvious	obvious	ADJ
essd-673	308	4	from	from	ADP
essd-673	308	5	table	table	NOUN
essd-673	308	6	9	9	NUM
essd-673	308	7	that	that	SCONJ
essd-673	308	8	the	the	DET
essd-673	308	9	results	result	NOUN
essd-673	308	10	obtained	obtain	VERB
essd-673	308	11	by	by	ADP
essd-673	308	12	the	the	DET
essd-673	308	13	configuration	configuration	NOUN
essd-673	308	14	scheme	scheme	NOUN
essd-673	308	15	optimized	optimize	VERB
essd-673	308	16	by	by	ADP
essd-673	308	17	pso	pso	NOUN
essd-673	308	18	is	be	AUX
essd-673	308	19	better	well	ADJ
essd-673	308	20	than	than	ADP
essd-673	308	21	those	those	PRON
essd-673	308	22	obtained	obtain	VERB
essd-673	308	23	by	by	ADP
essd-673	308	24	ga	ga	PROPN
essd-673	308	25	.	.	PUNCT
essd-673	309	1	this	this	PRON
essd-673	309	2	is	be	AUX
essd-673	309	3	with	with	ADP
essd-673	309	4	respect	respect	NOUN
essd-673	309	5	to	to	ADP
essd-673	309	6	tic	tic	ADJ
essd-673	309	7	emissions	emission	NOUN
essd-673	309	8	and	and	CCONJ
essd-673	309	9	annual	annual	ADJ
essd-673	309	10	cost	cost	NOUN
essd-673	309	11	of	of	ADP
essd-673	309	12	energy	energy	NOUN
essd-673	309	13	.	.	PUNCT
essd-673	310	1	fig	fig	NOUN
essd-673	310	2	.	.	PUNCT
essd-673	311	1	6	6	NUM
essd-673	311	2	shows	show	VERB
essd-673	311	3	that	that	SCONJ
essd-673	311	4	the	the	DET
essd-673	311	5	components	component	NOUN
essd-673	311	6	of	of	ADP
essd-673	311	7	mg	mg	PROPN
essd-673	311	8	share	share	VERB
essd-673	311	9	higher	high	ADJ
essd-673	311	10	power	power	NOUN
essd-673	311	11	in	in	ADP
essd-673	311	12	april	april	PROPN
essd-673	311	13	to	to	ADP
essd-673	311	14	august	august	PROPN
essd-673	311	15	as	as	SCONJ
essd-673	311	16	the	the	DET
essd-673	311	17	radiations	radiation	NOUN
essd-673	311	18	of	of	ADP
essd-673	311	19	the	the	DET
essd-673	311	20	selected	select	VERB
essd-673	311	21	site	site	NOUN
essd-673	311	22	is	be	AUX
essd-673	311	23	higher	high	ADJ
essd-673	311	24	at	at	ADP
essd-673	311	25	these	these	DET
essd-673	311	26	months	month	NOUN
essd-673	311	27	.	.	PUNCT
essd-673	312	1	5.4	5.4	NUM
essd-673	312	2	.	.	PUNCT
essd-673	312	3	mg	mg	PROPN
essd-673	312	4	energy	energy	NOUN
essd-673	312	5	management	management	NOUN
essd-673	312	6	while	while	SCONJ
essd-673	312	7	designing	design	VERB
essd-673	312	8	and	and	CCONJ
essd-673	312	9	simulating	simulate	VERB
essd-673	312	10	the	the	DET
essd-673	312	11	proposed	proposed	ADJ
essd-673	312	12	mg	mg	PROPN
essd-673	312	13	,	,	PUNCT
essd-673	312	14	it	it	PRON
essd-673	312	15	was	be	AUX
essd-673	312	16	assumed	assume	VERB
essd-673	312	17	that	that	SCONJ
essd-673	312	18	the	the	DET
essd-673	312	19	mg	mg	PROPN
essd-673	312	20	is	be	AUX
essd-673	312	21	isolated	isolate	VERB
essd-673	312	22	and	and	CCONJ
essd-673	312	23	supplies	supply	VERB
essd-673	312	24	the	the	DET
essd-673	312	25	rated	rate	VERB
essd-673	312	26	energy	energy	NOUN
essd-673	312	27	to	to	ADP
essd-673	312	28	the	the	DET
essd-673	312	29	load	load	NOUN
essd-673	312	30	throughout	throughout	ADP
essd-673	312	31	the	the	DET
essd-673	312	32	project	project	NOUN
essd-673	312	33	lifecycle	lifecycle	NOUN
essd-673	312	34	.	.	PUNCT
essd-673	313	1	from	from	ADP
essd-673	313	2	table	table	NOUN
essd-673	313	3	9	9	NUM
essd-673	313	4	,	,	PUNCT
essd-673	313	5	it	it	PRON
essd-673	313	6	is	be	AUX
essd-673	313	7	obvious	obvious	ADJ
essd-673	313	8	that	that	SCONJ
essd-673	313	9	mg	mg	PROPN
essd-673	313	10	system	system	NOUN
essd-673	313	11	configuration	configuration	NOUN
essd-673	313	12	with	with	ADP
essd-673	313	13	a	a	DET
essd-673	313	14	tic	tic	NOUN
essd-673	313	15	of	of	ADP
essd-673	313	16	$	$	SYM
essd-673	313	17	48503.43	48503.43	NUM
essd-673	313	18	and	and	CCONJ
essd-673	313	19	54.5454	54.5454	NUM
essd-673	313	20	%	%	NOUN
essd-673	313	21	decrease	decrease	NOUN
essd-673	313	22	in	in	ADP
essd-673	313	23	co2	co2	NOUN
essd-673	313	24	emissions	emission	NOUN
essd-673	313	25	represents	represent	VERB
essd-673	313	26	the	the	DET
essd-673	313	27	most	most	ADV
essd-673	313	28	economical	economical	ADJ
essd-673	313	29	design	design	NOUN
essd-673	313	30	with	with	ADP
essd-673	313	31	lower	low	ADJ
essd-673	313	32	emissions	emission	NOUN
essd-673	313	33	.	.	PUNCT
essd-673	314	1	thus	thus	ADV
essd-673	314	2	this	this	DET
essd-673	314	3	configuration	configuration	NOUN
essd-673	314	4	is	be	AUX
essd-673	314	5	used	use	VERB
essd-673	314	6	for	for	ADP
essd-673	314	7	mg	mg	PROPN
essd-673	314	8	management	management	NOUN
essd-673	314	9	and	and	CCONJ
essd-673	314	10	supplying	supply	VERB
essd-673	314	11	the	the	DET
essd-673	314	12	annual	annual	ADJ
essd-673	314	13	average	average	ADJ
essd-673	314	14	load	load	NOUN
essd-673	314	15	described	describe	VERB
essd-673	314	16	in	in	ADP
essd-673	314	17	subsection	subsection	NOUN
essd-673	314	18	4.2.1	4.2.1	NUM
essd-673	314	19	.	.	PUNCT
essd-673	314	20	fig	fig	NOUN
essd-673	314	21	.	.	PUNCT
essd-673	315	1	8	8	NUM
essd-673	315	2	shows	show	VERB
essd-673	315	3	share	share	NOUN
essd-673	315	4	of	of	ADP
essd-673	315	5	designed	design	VERB
essd-673	315	6	individual	individual	ADJ
essd-673	315	7	mg	mg	PROPN
essd-673	315	8	components	component	NOUN
essd-673	315	9	(	(	PUNCT
essd-673	315	10	wind	wind	NOUN
essd-673	315	11	,	,	PUNCT
essd-673	315	12	pv	pv	INTJ
essd-673	315	13	,	,	PUNCT
essd-673	315	14	and	and	CCONJ
essd-673	315	15	diesel	diesel	NOUN
essd-673	315	16	)	)	PUNCT
essd-673	315	17	in	in	ADP
essd-673	315	18	supplying	supply	VERB
essd-673	315	19	the	the	DET
essd-673	315	20	demand	demand	NOUN
essd-673	315	21	electricity	electricity	NOUN
essd-673	315	22	for	for	ADP
essd-673	315	23	the	the	DET
essd-673	315	24	load	load	NOUN
essd-673	315	25	profile	profile	NOUN
essd-673	315	26	,	,	PUNCT
essd-673	315	27	whereas	whereas	SCONJ
essd-673	315	28	fig	fig	NOUN
essd-673	315	29	.	.	PUNCT
essd-673	315	30	9	9	NUM
essd-673	315	31	indicates	indicate	VERB
essd-673	315	32	the	the	DET
essd-673	315	33	monthly	monthly	ADJ
essd-673	315	34	sharing	sharing	NOUN
essd-673	315	35	of	of	ADP
essd-673	315	36	combined	combined	ADJ
essd-673	315	37	components	component	NOUN
essd-673	315	38	and	and	CCONJ
essd-673	315	39	fig	fig	NOUN
essd-673	315	40	.	.	PUNCT
essd-673	316	1	10	10	NUM
essd-673	316	2	shows	show	VERB
essd-673	316	3	the	the	DET
essd-673	316	4	charged	charge	VERB
essd-673	316	5	and	and	CCONJ
essd-673	316	6	discharged	discharge	VERB
essd-673	316	7	energy	energy	NOUN
essd-673	316	8	in	in	ADP
essd-673	316	9	batteries	battery	NOUN
essd-673	316	10	over	over	ADP
essd-673	316	11	the	the	DET
essd-673	316	12	12	12	NUM
essd-673	316	13	month	month	NOUN
essd-673	316	14	of	of	ADP
essd-673	316	15	the	the	DET
essd-673	316	16	year	year	NOUN
essd-673	316	17	.	.	PUNCT
essd-673	317	1	figure	figure	NOUN
essd-673	317	2	8	8	NUM
essd-673	317	3	.	.	PUNCT
essd-673	318	1	load	load	NOUN
essd-673	318	2	profile	profile	NOUN
essd-673	318	3	sharing	sharing	NOUN
essd-673	318	4	using	use	VERB
essd-673	318	5	mg	mg	PROPN
essd-673	318	6	components	component	NOUN
essd-673	318	7	with	with	ADP
essd-673	318	8	6884	6884	NUM
essd-673	318	9	kg	kg	PROPN
essd-673	318	10	emissions	emission	NOUN
essd-673	318	11	constraints	constraint	NOUN
essd-673	318	12	figure	figure	VERB
essd-673	318	13	9	9	NUM
essd-673	318	14	.	.	PUNCT
essd-673	319	1	grouped	group	VERB
essd-673	319	2	load	load	NOUN
essd-673	319	3	profile	profile	NOUN
essd-673	319	4	sharing	share	VERB
essd-673	319	5	with	with	ADP
essd-673	319	6	6884	6884	NUM
essd-673	319	7	kg	kg	PROPN
essd-673	319	8	emissions	emission	NOUN
essd-673	319	9	constraints	constraint	NOUN
essd-673	319	10	abde	abde	ADP
essd-673	319	11	-	-	PUNCT
essd-673	319	12	hamed/	hamed/	NUM
essd-673	319	13	environmental	environmental	ADJ
essd-673	319	14	science	science	NOUN
essd-673	319	15	and	and	CCONJ
essd-673	319	16	sustainable	sustainable	ADJ
essd-673	319	17	development	development	NOUN
essd-673	319	18	pg	pg	NOUN
essd-673	319	19	.	.	PROPN
essd-673	320	1	18	18	NUM
essd-673	320	2	figure	figure	NOUN
essd-673	320	3	10	10	NUM
essd-673	320	4	.	.	PUNCT
essd-673	320	5	surplus	surplus	NOUN
essd-673	320	6	energy	energy	NOUN
essd-673	320	7	lost	lose	VERB
essd-673	320	8	in	in	ADP
essd-673	320	9	batteries	battery	NOUN
essd-673	320	10	with	with	ADP
essd-673	320	11	6884	6884	NUM
essd-673	320	12	kg	kg	PROPN
essd-673	320	13	emissions	emission	NOUN
essd-673	320	14	constraints	constraint	NOUN
essd-673	320	15	it	it	PRON
essd-673	320	16	is	be	AUX
essd-673	320	17	evident	evident	ADJ
essd-673	320	18	from	from	ADP
essd-673	320	19	figs	fig	NOUN
essd-673	320	20	8	8	NUM
essd-673	320	21	-10	-10	PUNCT
essd-673	320	22	that	that	SCONJ
essd-673	320	23	with	with	ADP
essd-673	320	24	co2	co2	NOUN
essd-673	320	25	emissions	emission	NOUN
essd-673	320	26	limitation	limitation	NOUN
essd-673	320	27	,	,	PUNCT
essd-673	320	28	the	the	DET
essd-673	320	29	dgs	dgs	PROPN
essd-673	320	30	share	share	VERB
essd-673	320	31	the	the	DET
essd-673	320	32	smallest	small	ADJ
essd-673	320	33	part	part	NOUN
essd-673	320	34	of	of	ADP
essd-673	320	35	the	the	DET
essd-673	320	36	load	load	NOUN
essd-673	320	37	profile	profile	NOUN
essd-673	320	38	energy	energy	NOUN
essd-673	320	39	.	.	PUNCT
essd-673	321	1	also	also	ADV
essd-673	321	2	wts	wts	PROPN
essd-673	321	3	shares	share	NOUN
essd-673	321	4	poor	poor	ADJ
essd-673	321	5	energy	energy	NOUN
essd-673	321	6	due	due	ADP
essd-673	321	7	to	to	ADP
essd-673	321	8	the	the	DET
essd-673	321	9	low	low	ADJ
essd-673	321	10	wind	wind	NOUN
essd-673	321	11	speed	speed	NOUN
essd-673	321	12	profile	profile	NOUN
essd-673	321	13	of	of	ADP
essd-673	321	14	the	the	DET
essd-673	321	15	mg	mg	PROPN
essd-673	321	16	site	site	NOUN
essd-673	321	17	.	.	PUNCT
essd-673	322	1	the	the	DET
essd-673	322	2	components	component	NOUN
essd-673	322	3	of	of	ADP
essd-673	322	4	the	the	DET
essd-673	322	5	mg	mg	PROPN
essd-673	322	6	share	share	VERB
essd-673	322	7	higher	high	ADJ
essd-673	322	8	energy	energy	NOUN
essd-673	322	9	in	in	ADP
essd-673	322	10	april	april	PROPN
essd-673	322	11	to	to	ADP
essd-673	322	12	august	august	PROPN
essd-673	322	13	as	as	SCONJ
essd-673	322	14	the	the	DET
essd-673	322	15	irradiations	irradiation	NOUN
essd-673	322	16	and	and	CCONJ
essd-673	322	17	temperature	temperature	NOUN
essd-673	322	18	of	of	ADP
essd-673	322	19	the	the	DET
essd-673	322	20	selected	select	VERB
essd-673	322	21	site	site	NOUN
essd-673	322	22	are	be	AUX
essd-673	322	23	higher	high	ADJ
essd-673	322	24	at	at	ADP
essd-673	322	25	these	these	DET
essd-673	322	26	months	month	NOUN
essd-673	322	27	.	.	PUNCT
essd-673	323	1	results	result	NOUN
essd-673	323	2	also	also	ADV
essd-673	323	3	proved	prove	VERB
essd-673	323	4	that	that	SCONJ
essd-673	323	5	pv	pv	PROPN
essd-673	323	6	technology	technology	NOUN
essd-673	323	7	is	be	AUX
essd-673	323	8	preferable	preferable	ADJ
essd-673	323	9	in	in	ADP
essd-673	323	10	this	this	DET
essd-673	323	11	location	location	NOUN
essd-673	323	12	.	.	PUNCT
essd-673	324	1	6	6	X
essd-673	324	2	.	.	X
essd-673	324	3	conclusion	conclusion	NOUN
essd-673	324	4	in	in	ADP
essd-673	324	5	this	this	DET
essd-673	324	6	paper	paper	NOUN
essd-673	324	7	,	,	PUNCT
essd-673	324	8	an	an	DET
essd-673	324	9	optimal	optimal	ADJ
essd-673	324	10	sizing	sizing	NOUN
essd-673	324	11	scheme	scheme	NOUN
essd-673	324	12	and	and	CCONJ
essd-673	324	13	energy	energy	NOUN
essd-673	324	14	management	management	NOUN
essd-673	324	15	of	of	ADP
essd-673	324	16	mg	mg	PROPN
essd-673	324	17	components	component	NOUN
essd-673	324	18	,	,	PUNCT
essd-673	324	19	supplying	supply	VERB
essd-673	324	20	a	a	DET
essd-673	324	21	load	load	NOUN
essd-673	324	22	demand	demand	NOUN
essd-673	324	23	,	,	PUNCT
essd-673	324	24	is	be	AUX
essd-673	324	25	constructed	construct	VERB
essd-673	324	26	and	and	CCONJ
essd-673	324	27	designed	design	VERB
essd-673	324	28	.	.	PUNCT
essd-673	325	1	the	the	DET
essd-673	325	2	objective	objective	NOUN
essd-673	325	3	of	of	ADP
essd-673	325	4	minimizing	minimize	VERB
essd-673	325	5	the	the	DET
essd-673	325	6	tic	tic	NOUN
essd-673	325	7	with	with	ADP
essd-673	325	8	environmental	environmental	ADJ
essd-673	325	9	emissions	emission	NOUN
essd-673	325	10	constraints	constraint	NOUN
essd-673	325	11	is	be	AUX
essd-673	325	12	achieved	achieve	VERB
essd-673	325	13	.	.	PUNCT
essd-673	326	1	limitations	limitation	NOUN
essd-673	326	2	are	be	AUX
essd-673	326	3	also	also	ADV
essd-673	326	4	added	add	VERB
essd-673	326	5	to	to	ADP
essd-673	326	6	the	the	DET
essd-673	326	7	optimization	optimization	NOUN
essd-673	326	8	problem	problem	NOUN
essd-673	326	9	to	to	PART
essd-673	326	10	take	take	VERB
essd-673	326	11	into	into	ADP
essd-673	326	12	accounts	account	NOUN
essd-673	326	13	some	some	PRON
essd-673	326	14	of	of	ADP
essd-673	326	15	additional	additional	ADJ
essd-673	326	16	considerations	consideration	NOUN
essd-673	326	17	found	find	VERB
essd-673	326	18	in	in	ADP
essd-673	326	19	an	an	DET
essd-673	326	20	isolated	isolated	ADJ
essd-673	326	21	mg	mg	PROPN
essd-673	326	22	system	system	NOUN
essd-673	326	23	.	.	PUNCT
essd-673	327	1	final	final	ADJ
essd-673	327	2	results	result	NOUN
essd-673	327	3	proved	prove	VERB
essd-673	327	4	that	that	SCONJ
essd-673	327	5	the	the	DET
essd-673	327	6	proposed	propose	VERB
essd-673	327	7	optimization	optimization	NOUN
essd-673	327	8	scheme	scheme	NOUN
essd-673	327	9	is	be	AUX
essd-673	327	10	efficient	efficient	ADJ
essd-673	327	11	and	and	CCONJ
essd-673	327	12	robust	robust	ADJ
essd-673	327	13	.	.	PUNCT
essd-673	328	1	also	also	ADV
essd-673	328	2	the	the	DET
essd-673	328	3	configuration	configuration	NOUN
essd-673	328	4	scheme	scheme	NOUN
essd-673	328	5	optimized	optimize	VERB
essd-673	328	6	with	with	ADP
essd-673	328	7	the	the	DET
essd-673	328	8	help	help	NOUN
essd-673	328	9	of	of	ADP
essd-673	328	10	pso	pso	NOUN
essd-673	328	11	is	be	AUX
essd-673	328	12	better	well	ADJ
essd-673	328	13	than	than	ADP
essd-673	328	14	those	those	PRON
essd-673	328	15	optimized	optimize	VERB
essd-673	328	16	using	use	VERB
essd-673	328	17	ga	ga	PROPN
essd-673	328	18	with	with	ADP
essd-673	328	19	respect	respect	NOUN
essd-673	328	20	to	to	ADP
essd-673	328	21	tic	tic	ADJ
essd-673	328	22	,	,	PUNCT
essd-673	328	23	emissions	emission	NOUN
essd-673	328	24	and	and	CCONJ
essd-673	328	25	annual	annual	ADJ
essd-673	328	26	cost	cost	NOUN
essd-673	328	27	of	of	ADP
essd-673	328	28	energy	energy	NOUN
essd-673	328	29	.	.	PUNCT
essd-673	329	1	finally	finally	ADV
essd-673	329	2	,	,	PUNCT
essd-673	329	3	adding	add	VERB
essd-673	329	4	extra	extra	ADJ
essd-673	329	5	limits	limit	NOUN
essd-673	329	6	on	on	ADP
essd-673	329	7	co2	co2	NOUN
essd-673	329	8	emissions	emission	NOUN
essd-673	329	9	constraints	constraint	NOUN
essd-673	329	10	result	result	VERB
essd-673	329	11	in	in	ADP
essd-673	329	12	extra	extra	ADJ
essd-673	329	13	emissions	emission	NOUN
essd-673	329	14	reduction	reduction	NOUN
essd-673	329	15	of	of	ADP
essd-673	329	16	54.54	54.54	NUM
essd-673	329	17	%	%	NOUN
essd-673	329	18	and	and	CCONJ
essd-673	329	19	negligible	negligible	ADJ
essd-673	329	20	cost	cost	NOUN
essd-673	329	21	increase	increase	NOUN
essd-673	329	22	of	of	ADP
essd-673	329	23	1.43	1.43	NUM
essd-673	329	24	%	%	NOUN
essd-673	329	25	which	which	PRON
essd-673	329	26	emphasizes	emphasize	VERB
essd-673	329	27	that	that	SCONJ
essd-673	329	28	the	the	DET
essd-673	329	29	mg	mg	NOUN
essd-673	329	30	is	be	AUX
essd-673	329	31	designed	design	VERB
essd-673	329	32	economically	economically	ADV
essd-673	329	33	with	with	ADP
essd-673	329	34	low	low	ADJ
essd-673	329	35	environmental	environmental	ADJ
essd-673	329	36	impacts	impact	NOUN
essd-673	329	37	.	.	PUNCT
essd-673	330	1	the	the	DET
essd-673	330	2	meta	meta	ADJ
essd-673	330	3	-	-	PUNCT
essd-673	330	4	heuristic	heuristic	ADJ
essd-673	330	5	random	random	ADJ
essd-673	330	6	search	search	NOUN
essd-673	330	7	and	and	CCONJ
essd-673	330	8	optimization	optimization	NOUN
essd-673	330	9	techniques	technique	NOUN
essd-673	330	10	are	be	AUX
essd-673	330	11	now	now	ADV
essd-673	330	12	emerging	emerge	VERB
essd-673	330	13	as	as	ADP
essd-673	330	14	a	a	DET
essd-673	330	15	viable	viable	ADJ
essd-673	330	16	planning	planning	NOUN
essd-673	330	17	tools	tool	NOUN
essd-673	330	18	in	in	ADP
essd-673	330	19	smart	smart	ADJ
essd-673	330	20	grid	grid	NOUN
essd-673	330	21	optimization	optimization	NOUN
essd-673	330	22	and	and	CCONJ
essd-673	330	23	renewable	renewable	ADJ
essd-673	330	24	energy	energy	NOUN
essd-673	330	25	applications	application	NOUN
essd-673	330	26	.	.	PUNCT
essd-673	331	1	references	reference	NOUN
essd-673	331	2	bansal	bansal	NOUN
essd-673	331	3	,	,	PUNCT
essd-673	331	4	a.	a.	PROPN
essd-673	331	5	k.	k.	PROPN
essd-673	331	6	,	,	PUNCT
essd-673	331	7	kumar	kumar	PROPN
essd-673	331	8	r.	r.	PROPN
essd-673	331	9	,	,	PUNCT
essd-673	331	10	and	and	CCONJ
essd-673	331	11	gupta	gupta	PROPN
essd-673	331	12	,	,	PUNCT
essd-673	331	13	r.	r.	PROPN
essd-673	331	14	a.	a.	PROPN
essd-673	331	15	,	,	PUNCT
essd-673	331	16	(	(	PUNCT
essd-673	331	17	2013	2013	NUM
essd-673	331	18	)	)	PUNCT
essd-673	331	19	.	.	PUNCT
essd-673	332	1	:	:	PUNCT
essd-673	332	2	economic	economic	ADJ
essd-673	332	3	analysis	analysis	NOUN
essd-673	332	4	and	and	CCONJ
essd-673	332	5	power	power	NOUN
essd-673	332	6	management	management	NOUN
essd-673	332	7	of	of	ADP
essd-673	332	8	a	a	DET
essd-673	332	9	small	small	ADJ
essd-673	332	10	autonomous	autonomous	ADJ
essd-673	332	11	hybrid	hybrid	ADJ
essd-673	332	12	power	power	NOUN
essd-673	332	13	system	system	NOUN
essd-673	332	14	(	(	PUNCT
essd-673	332	15	sahps	sahps	NOUN
essd-673	332	16	)	)	PUNCT
essd-673	332	17	using	use	VERB
essd-673	332	18	biogeography	biogeography	NOUN
essd-673	332	19	based	base	VERB
essd-673	332	20	optimization	optimization	NOUN
essd-673	332	21	(	(	PUNCT
essd-673	332	22	bbo	bbo	NOUN
essd-673	332	23	)	)	PUNCT
essd-673	332	24	algorithm	algorithm	NOUN
essd-673	332	25	.	.	PUNCT
essd-673	333	1	ieee	ieee	NOUN
essd-673	333	2	transactions	transaction	NOUN
essd-673	333	3	on	on	ADP
essd-673	333	4	smart	smart	ADJ
essd-673	333	5	grid	grid	NOUN
essd-673	333	6	,	,	PUNCT
essd-673	333	7	4	4	NUM
essd-673	333	8	(	(	PUNCT
essd-673	333	9	1	1	NUM
essd-673	333	10	)	)	PUNCT
essd-673	333	11	,	,	PUNCT
essd-673	333	12	638	638	NUM
essd-673	333	13	-	-	SYM
essd-673	333	14	648	648	NUM
essd-673	333	15	.	.	PUNCT
essd-673	334	1	bilal	bilal	PROPN
essd-673	334	2	,	,	PUNCT
essd-673	334	3	b.	b.	PROPN
essd-673	334	4	,	,	PUNCT
essd-673	334	5	o.	o.	PROPN
essd-673	334	6	,	,	PUNCT
essd-673	334	7	sambou	sambou	ADV
essd-673	334	8	,	,	PUNCT
essd-673	334	9	v.	v.	PROPN
essd-673	334	10	,	,	PUNCT
essd-673	334	11	kebe	kebe	PROPN
essd-673	334	12	,	,	PUNCT
essd-673	334	13	c.	c.	PROPN
essd-673	334	14	m.	m.	PROPN
essd-673	334	15	f.	f.	PROPN
essd-673	334	16	,	,	PUNCT
essd-673	334	17	ndiaye	ndiaye	NOUN
essd-673	334	18	,	,	PUNCT
essd-673	334	19	p.	p.	NOUN
essd-673	334	20	a.	a.	NOUN
essd-673	334	21	,	,	PUNCT
essd-673	334	22	and	and	CCONJ
essd-673	334	23	ndongo	ndongo	NOUN
essd-673	334	24	,	,	PUNCT
essd-673	334	25	m.	m.	NOUN
essd-673	334	26	,	,	PUNCT
essd-673	334	27	(	(	PUNCT
essd-673	334	28	2012	2012	NUM
essd-673	334	29	)	)	PUNCT
essd-673	334	30	.	.	PUNCT
essd-673	334	31	:	:	PUNCT
essd-673	335	1	methodology	methodology	NOUN
essd-673	335	2	to	to	PART
essd-673	335	3	size	size	VERB
essd-673	335	4	an	an	DET
essd-673	335	5	optimal	optimal	ADJ
essd-673	335	6	stand	stand	NOUN
essd-673	335	7	-	-	PUNCT
essd-673	335	8	alone	alone	ADJ
essd-673	335	9	pv	pv	NOUN
essd-673	335	10	/	/	SYM
essd-673	335	11	wind	wind	NOUN
essd-673	335	12	/	/	SYM
essd-673	335	13	diesel	diesel	NOUN
essd-673	335	14	/	/	SYM
essd-673	335	15	battery	battery	NOUN
essd-673	335	16	system	system	NOUN
essd-673	335	17	minimizing	minimize	VERB
essd-673	335	18	the	the	DET
essd-673	335	19	levelized	levelize	VERB
essd-673	335	20	cost	cost	NOUN
essd-673	335	21	of	of	ADP
essd-673	335	22	energy	energy	NOUN
essd-673	335	23	and	and	CCONJ
essd-673	335	24	the	the	DET
essd-673	335	25	co2	co2	NOUN
essd-673	335	26	emissions	emission	NOUN
essd-673	335	27	.	.	PUNCT
essd-673	336	1	energy	energy	NOUN
essd-673	336	2	procedia14	procedia14	NOUN
essd-673	336	3	,	,	PUNCT
essd-673	336	4	1636–1647	1636–1647	NUM
essd-673	336	5	.	.	PUNCT
essd-673	336	6	borowy	borowy	PROPN
essd-673	336	7	,	,	PUNCT
essd-673	336	8	b.	b.	PROPN
essd-673	336	9	s.	s.	PROPN
essd-673	336	10	,	,	PUNCT
essd-673	336	11	salameh	salameh	NOUN
essd-673	336	12	,	,	PUNCT
essd-673	336	13	z.	z.	PROPN
essd-673	336	14	m.	m.	PROPN
essd-673	336	15	,	,	PUNCT
essd-673	336	16	(	(	PUNCT
essd-673	336	17	1996	1996	NUM
essd-673	336	18	)	)	PUNCT
essd-673	336	19	.	.	PUNCT
essd-673	336	20	:	:	PUNCT
essd-673	337	1	methodology	methodology	NOUN
essd-673	337	2	for	for	ADP
essd-673	337	3	optimally	optimally	ADV
essd-673	337	4	sizing	size	VERB
essd-673	337	5	the	the	DET
essd-673	337	6	combination	combination	NOUN
essd-673	337	7	of	of	ADP
essd-673	337	8	a	a	DET
essd-673	337	9	battery	battery	NOUN
essd-673	337	10	bank	bank	NOUN
essd-673	337	11	and	and	CCONJ
essd-673	337	12	pv	pv	PROPN
essd-673	337	13	array	array	NOUN
essd-673	337	14	in	in	ADP
essd-673	337	15	a	a	DET
essd-673	337	16	wind	wind	NOUN
essd-673	337	17	/	/	SYM
essd-673	337	18	pv	pv	NOUN
essd-673	337	19	hybrid	hybrid	ADJ
essd-673	337	20	system	system	NOUN
essd-673	337	21	.	.	PUNCT
essd-673	338	1	ieee	ieee	NOUN
essd-673	338	2	transactions	transaction	NOUN
essd-673	338	3	on	on	ADP
essd-673	338	4	energy	energy	NOUN
essd-673	338	5	conversions	conversion	NOUN
essd-673	338	6	,	,	PUNCT
essd-673	338	7	11	11	NUM
essd-673	338	8	(	(	PUNCT
essd-673	338	9	2	2	NUM
essd-673	338	10	)	)	PUNCT
essd-673	338	11	,	,	PUNCT
essd-673	338	12	367	367	NUM
essd-673	338	13	-	-	SYM
essd-673	338	14	375	375	NUM
essd-673	338	15	.	.	PUNCT
essd-673	339	1	chedid	chedid	PROPN
essd-673	339	2	,	,	PUNCT
essd-673	339	3	r.	r.	PROPN
essd-673	339	4	,	,	PUNCT
essd-673	339	5	rehman	rehman	PROPN
essd-673	339	6	,	,	PUNCT
essd-673	339	7	s.	s.	PROPN
essd-673	339	8	,	,	PUNCT
essd-673	339	9	(	(	PUNCT
essd-673	339	10	1997	1997	NUM
essd-673	339	11	)	)	PUNCT
essd-673	339	12	.	.	PUNCT
essd-673	340	1	:	:	PUNCT
essd-673	340	2	unit	unit	NOUN
essd-673	340	3	sizing	sizing	NOUN
essd-673	340	4	and	and	CCONJ
essd-673	340	5	control	control	NOUN
essd-673	340	6	for	for	ADP
essd-673	340	7	hybrid	hybrid	ADJ
essd-673	340	8	wind	wind	NOUN
essd-673	340	9	-	-	PUNCT
essd-673	340	10	solar	solar	ADJ
essd-673	340	11	power	power	NOUN
essd-673	340	12	systems	system	NOUN
essd-673	340	13	.	.	PUNCT
essd-673	341	1	ieee	ieee	NOUN
essd-673	341	2	transactions	transaction	NOUN
essd-673	341	3	on	on	ADP
essd-673	341	4	energy	energy	NOUN
essd-673	341	5	conversion	conversion	NOUN
essd-673	341	6	,	,	PUNCT
essd-673	341	7	12	12	NUM
essd-673	341	8	,	,	PUNCT
essd-673	341	9	(	(	PUNCT
essd-673	341	10	1	1	NUM
essd-673	341	11	)	)	PUNCT
essd-673	341	12	,	,	PUNCT
essd-673	341	13	79	79	NUM
essd-673	341	14	-	-	SYM
essd-673	341	15	85	85	NUM
essd-673	341	16	.	.	PUNCT
essd-673	342	1	el	el	NOUN
essd-673	342	2	-	-	PUNCT
essd-673	342	3	wakeel	wakeel	PROPN
essd-673	342	4	,	,	PUNCT
essd-673	342	5	a.	a.	PROPN
essd-673	342	6	s.	s.	PROPN
essd-673	342	7	,	,	PUNCT
essd-673	342	8	el	el	PROPN
essd-673	342	9	-	-	PROPN
essd-673	342	10	eyoun	eyoun	PROPN
essd-673	342	11	,	,	PUNCT
essd-673	342	12	a.	a.	NOUN
essd-673	342	13	,	,	PUNCT
essd-673	342	14	ellissy	ellissy	PROPN
essd-673	342	15	,	,	PUNCT
essd-673	342	16	k.	k.	PROPN
essd-673	342	17	m.	m.	PROPN
essd-673	342	18	and	and	CCONJ
essd-673	342	19	abdel	abdel	PROPN
essd-673	342	20	-	-	PUNCT
essd-673	342	21	hamed	hamed	PROPN
essd-673	342	22	,	,	PUNCT
essd-673	342	23	a.	a.	NOUN
essd-673	342	24	m.	m.	NOUN
essd-673	342	25	,	,	PUNCT
essd-673	342	26	(	(	PUNCT
essd-673	342	27	2015	2015	NUM
essd-673	342	28	)	)	PUNCT
essd-673	342	29	.	.	PUNCT
essd-673	343	1	:	:	PUNCT
essd-673	343	2	a	a	DET
essd-673	343	3	hybrid	hybrid	ADJ
essd-673	343	4	bacterial	bacterial	ADJ
essd-673	343	5	foraging	foraging	NOUN
essd-673	343	6	-	-	PUNCT
essd-673	343	7	particle	particle	NOUN
essd-673	343	8	swarm	swarm	NOUN
essd-673	343	9	optimization	optimization	NOUN
essd-673	343	10	technique	technique	NOUN
essd-673	343	11	for	for	ADP
essd-673	343	12	optimal	optimal	ADJ
essd-673	343	13	'	'	PUNCT
essd-673	343	14	tuning	tuning	NOUN
essd-673	343	15	of	of	ADP
essd-673	343	16	proportional	proportional	ADJ
essd-673	343	17	-	-	PUNCT
essd-673	343	18	integral	integral	ADJ
essd-673	343	19	-	-	PUNCT
essd-673	343	20	derivative	derivative	ADJ
essd-673	343	21	controller	controller	NOUN
essd-673	343	22	of	of	ADP
essd-673	343	23	a	a	DET
essd-673	343	24	permanent	permanent	ADJ
essd-673	343	25	magnet	magnet	NOUN
essd-673	343	26	brushless	brushless	NOUN
essd-673	343	27	dc	dc	PROPN
essd-673	343	28	motor	motor	PROPN
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essd-673	344	5	systems	system	NOUN
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essd-673	344	8	(	(	PUNCT
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essd-673	344	10	)	)	PUNCT
essd-673	344	11	,	,	PUNCT
essd-673	344	12	309–319	309–319	NUM
essd-673	344	13	.	.	PUNCT
essd-673	345	1	govardhan	govardhan	PROPN
essd-673	345	2	m.	m.	PROPN
essd-673	345	3	d.	d.	PROPN
essd-673	345	4	,	,	PUNCT
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essd-673	345	6	roy	roy	PROPN
essd-673	345	7	,	,	PUNCT
essd-673	345	8	r.	r.	PROPN
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essd-673	345	10	(	(	PUNCT
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essd-673	345	12	)	)	PUNCT
essd-673	345	13	.	.	PUNCT
essd-673	345	14	:	:	PUNCT
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essd-673	346	3	colony	colony	NOUN
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essd-673	347	6	and	and	CCONJ
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essd-673	347	9	(	(	PUNCT
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essd-673	348	4	,	,	PUNCT
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essd-673	348	10	,	,	PUNCT
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essd-673	348	18	,	,	PUNCT
essd-673	348	19	(	(	PUNCT
essd-673	348	20	2015	2015	NUM
essd-673	348	21	)	)	PUNCT
essd-673	348	22	.	.	PUNCT
essd-673	349	1	:	:	PUNCT
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essd-673	349	3	analysis	analysis	NOUN
essd-673	349	4	of	of	ADP
essd-673	349	5	a	a	DET
essd-673	349	6	grid	grid	NOUN
essd-673	349	7	-	-	PUNCT
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essd-673	349	10	renewable	renewable	ADJ
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essd-673	349	12	supplying	supply	VERB
essd-673	349	13	cit	cit	PROPN
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essd-673	350	1	journal	journal	PROPN
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essd-673	350	4	engineering	engineering	NOUN
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essd-673	350	7	-	-	SYM
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essd-673	350	9	.	.	PUNCT
essd-673	351	1	hassan	hassan	PROPN
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essd-673	351	4	,	,	PUNCT
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essd-673	351	6	-	-	PUNCT
essd-673	351	7	saadawi	saadawi	NOUN
essd-673	351	8	,	,	PUNCT
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essd-673	351	10	,	,	PUNCT
essd-673	351	11	kandil	kandil	NOUN
essd-673	351	12	,	,	PUNCT
essd-673	351	13	m.	m.	NOUN
essd-673	351	14	,	,	PUNCT
essd-673	351	15	and	and	CCONJ
essd-673	351	16	saeed	saeed	PROPN
essd-673	351	17	,	,	PUNCT
essd-673	351	18	m.	m.	NOUN
essd-673	351	19	,	,	PUNCT
essd-673	351	20	(	(	PUNCT
essd-673	351	21	2016	2016	NUM
essd-673	351	22	)	)	PUNCT
essd-673	351	23	.	.	PUNCT
essd-673	351	24	:	:	PUNCT
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essd-673	352	16	emissions	emission	NOUN
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essd-673	352	18	,	,	PUNCT
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essd-673	352	20	and	and	CCONJ
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essd-673	352	22	treatment	treatment	NOUN
essd-673	352	23	,	,	PUNCT
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essd-673	352	27	)	)	PUNCT
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essd-673	352	30	-	-	SYM
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essd-673	352	32	.	.	PUNCT
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essd-673	353	5	http://ieeexplore.ieee.org/xpl/mostrecentissue.jsp?punumber=6214853	http://ieeexplore.ieee.org/xpl/mostrecentissue.jsp?punumber=6214853	ADV
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essd-673	353	7	http://ieeexplore.ieee.org/xpl/mostrecentissue.jsp?punumber=6214853	http://ieeexplore.ieee.org/xpl/mostrecentissue.jsp?punumber=6214853	ADP
essd-673	353	8	http://ieeexplore.ieee.org/xpl/mostrecentissue.jsp?punumber=6214853	http://ieeexplore.ieee.org/xpl/mostrecentissue.jsp?punumber=6214853	NOUN
essd-673	353	9	http://ieeexplore.ieee.org/xpl/mostrecentissue.jsp?punumber=6214853	http://ieeexplore.ieee.org/xpl/mostrecentissue.jsp?punumber=6214853	ADP
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essd-673	353	11	abde	abde	ADP
essd-673	353	12	-	-	PUNCT
essd-673	353	13	hamed/	hamed/	NUM
essd-673	353	14	environmental	environmental	ADJ
essd-673	353	15	science	science	NOUN
essd-673	353	16	and	and	CCONJ
essd-673	353	17	sustainable	sustainable	ADJ
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essd-673	354	1	19	19	NUM
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essd-673	354	4	a.	a.	NOUN
essd-673	354	5	,	,	PUNCT
essd-673	354	6	saadawi	saadawi	NOUN
essd-673	354	7	,	,	PUNCT
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essd-673	354	9	,	,	PUNCT
essd-673	354	10	kandil	kandil	NOUN
essd-673	354	11	,	,	PUNCT
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essd-673	354	13	,	,	PUNCT
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essd-673	354	16	,	,	PUNCT
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essd-673	354	18	,	,	PUNCT
essd-673	354	19	(	(	PUNCT
essd-673	354	20	2015	2015	NUM
essd-673	354	21	)	)	PUNCT
essd-673	354	22	.	.	PUNCT
essd-673	354	23	:	:	PUNCT
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essd-673	354	26	swarm	swarm	NOUN
essd-673	354	27	optimisation	optimisation	NOUN
essd-673	354	28	technique	technique	NOUN
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essd-673	354	34	renewable	renewable	ADJ
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essd-673	354	36	system	system	NOUN
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essd-673	354	39	specific	specific	ADJ
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essd-673	355	10	,	,	PUNCT
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essd-673	355	14	.	.	PUNCT
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essd-673	356	13	s.	s.	PROPN
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essd-673	356	18	)	)	PUNCT
essd-673	356	19	.	.	PUNCT
essd-673	357	1	:	:	PUNCT
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essd-673	357	8	-	-	NOUN
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essd-673	364	9	)	)	PUNCT
essd-673	364	10	,	,	PUNCT
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essd-673	364	24	m.	m.	PROPN
essd-673	364	25	,	,	PUNCT
essd-673	364	26	(	(	PUNCT
essd-673	364	27	2011	2011	NUM
essd-673	364	28	)	)	PUNCT
essd-673	364	29	.	.	PUNCT
essd-673	364	30	:	:	PUNCT
essd-673	365	1	modelling	modelling	NOUN
essd-673	365	2	and	and	CCONJ
essd-673	365	3	environmental	environmental	ADJ
essd-673	365	4	/	/	SYM
essd-673	365	5	economic	economic	ADJ
essd-673	365	6	power	power	NOUN
essd-673	365	7	dispatch	dispatch	NOUN
essd-673	365	8	of	of	ADP
essd-673	365	9	microgrid	microgrid	NOUN
essd-673	365	10	using	use	VERB
essd-673	365	11	multiobjective	multiobjective	ADJ
essd-673	365	12	genetic	genetic	ADJ
essd-673	365	13	algorithm	algorithm	NOUN
essd-673	365	14	optimization	optimization	NOUN
essd-673	365	15	.	.	PUNCT
essd-673	366	1	fundamental	fundamental	ADJ
essd-673	366	2	and	and	CCONJ
essd-673	366	3	advanced	advanced	ADJ
essd-673	366	4	topics	topic	NOUN
essd-673	366	5	in	in	ADP
essd-673	366	6	wind	wind	NOUN
essd-673	366	7	power	power	NOUN
essd-673	366	8	,	,	PUNCT
essd-673	366	9	20	20	NUM
essd-673	366	10	,	,	PUNCT
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essd-673	366	12	:	:	PUNCT
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essd-673	366	14	.	.	PUNCT
essd-673	367	1	mohamed	mohamed	PROPN
essd-673	367	2	,	,	PUNCT
essd-673	367	3	f.	f.	PROPN
essd-673	367	4	a.	a.	PROPN
essd-673	367	5	,	,	PUNCT
essd-673	367	6	and	and	CCONJ
essd-673	367	7	koivo	koivo	PROPN
essd-673	367	8	,	,	PUNCT
essd-673	367	9	n.	n.	PROPN
essd-673	367	10	h.	h.	PROPN
essd-673	367	11	,	,	PUNCT
essd-673	367	12	(	(	PUNCT
essd-673	367	13	2007	2007	NUM
essd-673	367	14	)	)	PUNCT
essd-673	367	15	.	.	PUNCT
essd-673	367	16	:	:	PUNCT
essd-673	368	1	system	system	NOUN
essd-673	368	2	modelling	modelling	NOUN
essd-673	368	3	and	and	CCONJ
essd-673	368	4	online	online	ADJ
essd-673	368	5	optimal	optimal	ADJ
essd-673	368	6	management	management	NOUN
essd-673	368	7	of	of	ADP
essd-673	368	8	microgrid	microgrid	NOUN
essd-673	368	9	with	with	ADP
essd-673	368	10	battery	battery	NOUN
essd-673	368	11	storage	storage	NOUN
essd-673	368	12	.	.	PUNCT
essd-673	369	1	international	international	ADJ
essd-673	369	2	conference	conference	NOUN
essd-673	369	3	on	on	ADP
essd-673	369	4	renewable	renewable	ADJ
essd-673	369	5	energies	energy	NOUN
essd-673	369	6	and	and	CCONJ
essd-673	369	7	power	power	NOUN
essd-673	369	8	quality	quality	NOUN
essd-673	369	9	(	(	PUNCT
essd-673	369	10	icrepq'07	icrepq'07	NOUN
essd-673	369	11	)	)	PUNCT
essd-673	369	12	,	,	PUNCT
essd-673	369	13	sevilla	sevilla	PROPN
essd-673	369	14	,	,	PUNCT
essd-673	369	15	spain	spain	PROPN
essd-673	369	16	.	.	PUNCT
essd-673	370	1	noroozian	noroozian	PROPN
essd-673	370	2	,	,	PUNCT
essd-673	370	3	r.	r.	PROPN
essd-673	370	4	,	,	PUNCT
essd-673	370	5	and	and	CCONJ
essd-673	370	6	vahedi	vahedi	PROPN
essd-673	370	7	,	,	PUNCT
essd-673	370	8	h.	h.	PROPN
essd-673	370	9	,	,	PUNCT
essd-673	370	10	(	(	PUNCT
essd-673	370	11	2010	2010	NUM
essd-673	370	12	)	)	PUNCT
essd-673	370	13	.	.	PUNCT
essd-673	371	1	:	:	PUNCT
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essd-673	371	3	management	management	NOUN
essd-673	371	4	of	of	ADP
essd-673	371	5	microgrid	microgrid	NOUN
essd-673	371	6	using	use	VERB
essd-673	371	7	bacterial	bacterial	ADJ
essd-673	371	8	foraging	forage	VERB
essd-673	371	9	algorithm'',18th	algorithm'',18th	PROPN
essd-673	371	10	iranian	iranian	ADJ
essd-673	371	11	conference	conference	NOUN
essd-673	371	12	on	on	ADP
essd-673	371	13	electrical	electrical	ADJ
essd-673	371	14	engineering	engineering	NOUN
essd-673	371	15	,	,	PUNCT
essd-673	371	16	isfahan	isfahan	NOUN
essd-673	371	17	,	,	PUNCT
essd-673	371	18	iran	iran	PROPN
essd-673	371	19	.	.	PUNCT
essd-673	372	1	paudel	paudel	PROPN
essd-673	372	2	,	,	PUNCT
essd-673	372	3	s.	s.	PROPN
essd-673	372	4	,	,	PUNCT
essd-673	372	5	shrestha	shrestha	PROPN
essd-673	372	6	,	,	PUNCT
essd-673	372	7	j.	j.	PROPN
essd-673	372	8	n.	n.	PROPN
essd-673	372	9	,	,	PUNCT
essd-673	372	10	and	and	CCONJ
essd-673	372	11	adhikari	adhikari	PROPN
essd-673	372	12	,	,	PUNCT
essd-673	372	13	m.	m.	NOUN
essd-673	372	14	,	,	PUNCT
essd-673	372	15	(	(	PUNCT
essd-673	372	16	2011	2011	NUM
essd-673	372	17	)	)	PUNCT
essd-673	372	18	.	.	PUNCT
essd-673	372	19	:	:	PUNCT
essd-673	373	1	optimization	optimization	NOUN
essd-673	373	2	of	of	ADP
essd-673	373	3	hybrid	hybrid	ADJ
essd-673	373	4	pv	pv	NOUN
essd-673	373	5	/	/	SYM
essd-673	373	6	wind	wind	NOUN
essd-673	373	7	power	power	NOUN
essd-673	373	8	system	system	NOUN
essd-673	373	9	for	for	ADP
essd-673	373	10	remote	remote	ADJ
essd-673	373	11	telecom	telecom	NOUN
essd-673	373	12	station	station	NOUN
essd-673	373	13	.	.	PUNCT
essd-673	374	1	tribhuvan	tribhuvan	PROPN
essd-673	374	2	university	university	PROPN
essd-673	374	3	(	(	PUNCT
essd-673	374	4	tu	tu	PROPN
essd-673	374	5	)	)	PUNCT
essd-673	374	6	,	,	PUNCT
essd-673	374	7	ieee	ieee	PROPN
essd-673	374	8	international	international	ADJ
essd-673	374	9	conference	conference	NOUN
essd-673	374	10	on	on	ADP
essd-673	374	11	power	power	NOUN
essd-673	374	12	and	and	CCONJ
essd-673	374	13	energy	energy	NOUN
essd-673	374	14	systems	system	NOUN
essd-673	374	15	(	(	PUNCT
essd-673	374	16	icps	icps	PROPN
essd-673	374	17	)	)	PUNCT
essd-673	374	18	.	.	PUNCT
essd-673	375	1	shi	shi	PROPN
essd-673	375	2	,	,	PUNCT
essd-673	375	3	w.	w.	PROPN
essd-673	375	4	,	,	PUNCT
essd-673	375	5	xie	xie	PROPN
essd-673	375	6	,	,	PUNCT
essd-673	375	7	x.	x.	PROPN
essd-673	375	8	,	,	PUNCT
essd-673	375	9	chu	chu	PROPN
essd-673	375	10	,	,	PUNCT
essd-673	375	11	c.	c.	PROPN
essd-673	375	12	,	,	PUNCT
essd-673	375	13	and	and	CCONJ
essd-673	375	14	gadh	gadh	NOUN
essd-673	375	15	,	,	PUNCT
essd-673	375	16	r.	r.	PROPN
essd-673	375	17	,	,	PUNCT
essd-673	375	18	(	(	PUNCT
essd-673	375	19	2014	2014	NUM
essd-673	375	20	)	)	PUNCT
essd-673	375	21	.	.	PUNCT
essd-673	375	22	:	:	PUNCT
essd-673	376	1	a	a	DET
essd-673	376	2	distributed	distribute	VERB
essd-673	376	3	optimal	optimal	ADJ
essd-673	376	4	energy	energy	NOUN
essd-673	376	5	management	management	NOUN
essd-673	376	6	strategy	strategy	NOUN
essd-673	376	7	for	for	ADP
essd-673	376	8	microgrids	microgrid	NOUN
essd-673	376	9	.	.	PUNCT
essd-673	377	1	ieee	ieee	PROPN
essd-673	377	2	smartgridcomm	smartgridcomm	NOUN
essd-673	377	3	,	,	PUNCT
essd-673	377	4	venice	venice	PROPN
essd-673	377	5	,	,	PUNCT
essd-673	377	6	italy	italy	PROPN
essd-673	377	7	.	.	PUNCT
essd-673	378	1	solar	solar	ADJ
essd-673	378	2	energy	energy	PROPN
essd-673	378	3	international	international	PROPN
essd-673	378	4	,	,	PUNCT
essd-673	378	5	(	(	PUNCT
essd-673	378	6	2007	2007	NUM
essd-673	378	7	)	)	PUNCT
essd-673	378	8	.	.	PUNCT
essd-673	378	9	:	:	PUNCT
essd-673	379	1	photovoltaic	photovoltaic	NOUN
essd-673	379	2	design	design	NOUN
essd-673	379	3	and	and	CCONJ
essd-673	379	4	installation	installation	NOUN
essd-673	379	5	manual	manual	NOUN
essd-673	379	6	.	.	PUNCT
essd-673	380	1	new	new	ADJ
essd-673	380	2	society	society	NOUN
essd-673	380	3	publishers	publisher	NOUN
essd-673	380	4	.	.	PUNCT
essd-673	381	1	tabatabaei	tabatabaei	NOUN
essd-673	381	2	,	,	PUNCT
essd-673	381	3	s.	s.	PROPN
essd-673	381	4	m.	m.	PROPN
essd-673	381	5	,	,	PUNCT
essd-673	381	6	and	and	CCONJ
essd-673	381	7	vahidi	vahidi	PROPN
essd-673	381	8	,	,	PUNCT
essd-673	381	9	b.	b.	PROPN
essd-673	381	10	,	,	PUNCT
essd-673	381	11	(	(	PUNCT
essd-673	381	12	2013	2013	NUM
essd-673	381	13	)	)	PUNCT
essd-673	381	14	.	.	PUNCT
essd-673	382	1	:	:	PUNCT
essd-673	383	1	optimum	optimum	ADJ
essd-673	383	2	management	management	NOUN
essd-673	383	3	of	of	ADP
essd-673	383	4	hybrid	hybrid	ADJ
essd-673	383	5	distributed	distribute	VERB
essd-673	383	6	generations	generation	NOUN
essd-673	383	7	in	in	ADP
essd-673	383	8	microgrid	microgrid	NOUN
essd-673	383	9	using	use	VERB
essd-673	383	10	bacterial	bacterial	ADJ
essd-673	383	11	foraging	forage	VERB
essd-673	383	12	solution	solution	NOUN
essd-673	383	13	''	''	PUNCT
essd-673	383	14	,	,	PUNCT
essd-673	383	15	sci.int.(lahore	sci.int.(lahore	PROPN
essd-673	383	16	)	)	PUNCT
essd-673	383	17	,	,	PUNCT
essd-673	383	18	25	25	NUM
essd-673	383	19	(	(	PUNCT
essd-673	383	20	3	3	NUM
essd-673	383	21	)	)	PUNCT
essd-673	383	22	,	,	PUNCT
essd-673	383	23	487	487	NUM
essd-673	383	24	-	-	SYM
essd-673	383	25	496	496	NUM
essd-673	383	26	.	.	PUNCT
essd-673	384	1	tito	tito	PROPN
essd-673	384	2	,	,	PUNCT
essd-673	384	3	m.	m.	PROPN
essd-673	384	4	s.	s.	PROPN
essd-673	384	5	r.	r.	PROPN
essd-673	384	6	,	,	PUNCT
essd-673	384	7	lie	lie	NOUN
essd-673	384	8	,	,	PUNCT
essd-673	384	9	t.	t.	PROPN
essd-673	384	10	t.	t.	PROPN
essd-673	384	11	,	,	PUNCT
essd-673	384	12	and	and	CCONJ
essd-673	384	13	anderson	anderson	PROPN
essd-673	384	14	,	,	PUNCT
essd-673	384	15	t.	t.	PROPN
essd-673	384	16	,	,	PUNCT
essd-673	384	17	(	(	PUNCT
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essd-673	384	19	)	)	PUNCT
essd-673	384	20	.	.	PUNCT
essd-673	385	1	:	:	PUNCT
essd-673	385	2	a	a	DET
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essd-673	385	8	wind	wind	NOUN
essd-673	385	9	-	-	PUNCT
essd-673	385	10	photovoltaic	photovoltaic	NOUN
essd-673	385	11	-	-	PUNCT
essd-673	385	12	battery	battery	NOUN
essd-673	385	13	hybrid	hybrid	ADJ
essd-673	385	14	renewable	renewable	ADJ
essd-673	385	15	energy	energy	NOUN
essd-673	385	16	systems	system	NOUN
essd-673	385	17	"	"	PUNCT
essd-673	385	18	,	,	PUNCT
essd-673	385	19	proceedings	proceeding	NOUN
essd-673	385	20	of	of	ADP
essd-673	385	21	the	the	DET
essd-673	385	22	20th	20th	ADJ
essd-673	385	23	electronics	electronics	PROPN
essd-673	385	24	new	new	PROPN
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essd-673	385	27	,	,	PUNCT
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essd-673	385	30	,	,	PUNCT
essd-673	385	31	8–12	8–12	PROPN
essd-673	385	32	.	.	PUNCT
essd-673	386	1	wei	wei	PROPN
essd-673	386	2	,	,	PUNCT
essd-673	386	3	z.	z.	PROPN
essd-673	386	4	,	,	PUNCT
essd-673	386	5	(	(	PUNCT
essd-673	386	6	2007	2007	NUM
essd-673	386	7	)	)	PUNCT
essd-673	386	8	.	.	PUNCT
essd-673	386	9	:	:	PUNCT
essd-673	387	1	simulation	simulation	NOUN
essd-673	387	2	and	and	CCONJ
essd-673	387	3	optimum	optimum	ADJ
essd-673	387	4	design	design	NOUN
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essd-673	387	6	hybrid	hybrid	ADJ
essd-673	387	7	solar	solar	ADJ
essd-673	387	8	-	-	PUNCT
essd-673	387	9	wind	wind	NOUN
essd-673	387	10	and	and	CCONJ
essd-673	387	11	solar	solar	ADJ
essd-673	387	12	-	-	PUNCT
essd-673	387	13	wind	wind	NOUN
essd-673	387	14	-	-	PUNCT
essd-673	387	15	diesel	diesel	NOUN
essd-673	387	16	power	power	NOUN
essd-673	387	17	generation	generation	NOUN
essd-673	387	18	system	system	NOUN
essd-673	387	19	.	.	PUNCT
essd-673	388	1	ph	ph	PROPN
essd-673	388	2	.	.	PUNCT
essd-673	389	1	d	d	X
essd-673	389	2	thesis	thesis	NOUN
essd-673	389	3	,	,	PUNCT
essd-673	389	4	hong	hong	PROPN
essd-673	389	5	kong	kong	PROPN
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essd-673	389	7	university	university	PROPN
essd-673	389	8	.	.	PUNCT
essd-673	390	1	yang	yang	PROPN
essd-673	390	2	,	,	PUNCT
essd-673	390	3	h.	h.	PROPN
essd-673	390	4	,	,	PUNCT
essd-673	390	5	lu	lu	PROPN
essd-673	390	6	,	,	PUNCT
essd-673	390	7	l.	l.	PROPN
essd-673	390	8	,	,	PUNCT
essd-673	390	9	zhou	zhou	PROPN
essd-673	390	10	,	,	PUNCT
essd-673	390	11	w.	w.	PROPN
essd-673	390	12	,	,	PUNCT
essd-673	390	13	(	(	PUNCT
essd-673	390	14	2007	2007	NUM
essd-673	390	15	)	)	PUNCT
essd-673	390	16	.	.	PUNCT
essd-673	390	17	:	:	PUNCT
essd-673	391	1	a	a	DET
essd-673	391	2	novel	novel	ADJ
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essd-673	391	5	model	model	NOUN
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essd-673	391	8	solar	solar	ADJ
essd-673	391	9	-	-	PUNCT
essd-673	391	10	wind	wind	NOUN
essd-673	391	11	energy	energy	NOUN
essd-673	391	12	power	power	NOUN
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essd-673	391	14	systems	system	NOUN
essd-673	391	15	.	.	PUNCT
essd-673	392	1	solar	solar	ADJ
essd-673	392	2	energy	energy	NOUN
essd-673	392	3	,	,	PUNCT
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essd-673	392	5	(	(	PUNCT
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essd-673	392	7	)	)	PUNCT
essd-673	392	8	,	,	PUNCT
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essd-673	392	10	-	-	SYM
essd-673	392	11	84	84	NUM
essd-673	392	12	.	.	PUNCT
essd-673	393	1	yazdanpanah	yazdanpanah	PROPN
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essd-673	393	4	,	,	PUNCT
essd-673	393	5	(	(	PUNCT
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essd-673	393	7	)	)	PUNCT
essd-673	393	8	.	.	PUNCT
essd-673	393	9	:	:	PUNCT
essd-673	394	1	modeling	modeling	NOUN
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essd-673	394	13	.	.	PUNCT
essd-673	395	1	j.	j.	PROPN
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essd-673	395	3	.	.	PUNCT
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essd-673	396	2	.	.	PUNCT
essd-673	397	1	int	int	PROPN
essd-673	397	2	.	.	PUNCT
essd-673	398	1	,	,	PUNCT
essd-673	398	2	10	10	NUM
essd-673	398	3	,	,	PUNCT
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essd-673	398	5	.	.	PUNCT
essd-673	399	1	zhang	zhang	PROPN
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essd-673	399	4	,	,	PUNCT
essd-673	399	5	(	(	PUNCT
essd-673	399	6	2013	2013	NUM
essd-673	399	7	)	)	PUNCT
essd-673	399	8	.	.	PUNCT
essd-673	400	1	:	:	PUNCT
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essd-673	400	4	and	and	CCONJ
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essd-673	400	8	microgrids	microgrid	NOUN
essd-673	400	9	.	.	PUNCT
essd-673	401	1	ph	ph	PROPN
essd-673	401	2	.	.	PUNCT
essd-673	402	1	d	d	X
essd-673	402	2	thesis	thesis	NOUN
essd-673	402	3	,	,	PUNCT
essd-673	402	4	department	department	NOUN
essd-673	402	5	of	of	ADP
essd-673	402	6	chemical	chemical	PROPN
essd-673	402	7	engineering	engineering	PROPN
essd-673	402	8	university	university	PROPN
essd-673	402	9	college	college	PROPN
essd-673	402	10	london	london	PROPN
essd-673	402	11	.	.	PUNCT
essd-673	403	1	zhou	zhou	PROPN
essd-673	403	2	,	,	PUNCT
essd-673	403	3	w.	w.	PROPN
essd-673	403	4	,	,	PUNCT
essd-673	403	5	yang	yang	PROPN
essd-673	403	6	,	,	PUNCT
essd-673	403	7	h.	h.	PROPN
essd-673	403	8	,	,	PUNCT
essd-673	403	9	fang	fang	PROPN
essd-673	403	10	,	,	PUNCT
essd-673	403	11	z.	z.	PROPN
essd-673	403	12	,	,	PUNCT
essd-673	403	13	(	(	PUNCT
essd-673	403	14	2008	2008	NUM
essd-673	403	15	)	)	PUNCT
essd-673	403	16	.	.	PUNCT
essd-673	403	17	:	:	PUNCT
essd-673	404	1	battery	battery	NOUN
essd-673	404	2	behavior	behavior	NOUN
essd-673	404	3	prediction	prediction	NOUN
essd-673	404	4	and	and	CCONJ
essd-673	404	5	battery	battery	NOUN
essd-673	404	6	working	work	VERB
essd-673	404	7	state	state	NOUN
essd-673	404	8	analysis	analysis	NOUN
essd-673	404	9	of	of	ADP
essd-673	404	10	a	a	DET
essd-673	404	11	hybrid	hybrid	ADJ
essd-673	404	12	solar	solar	ADJ
essd-673	404	13	-	-	PUNCT
essd-673	404	14	wind	wind	NOUN
essd-673	404	15	power	power	NOUN
essd-673	404	16	generation	generation	NOUN
essd-673	404	17	system	system	NOUN
essd-673	404	18	.	.	PUNCT
essd-673	405	1	renewable	renewable	ADJ
essd-673	405	2	energy	energy	NOUN
essd-673	405	3	,	,	PUNCT
essd-673	405	4	33	33	NUM
essd-673	405	5	(	(	PUNCT
essd-673	405	6	6	6	NUM
essd-673	405	7	)	)	PUNCT
essd-673	405	8	,	,	PUNCT
essd-673	405	9	1413	1413	NUM
essd-673	405	10	-	-	SYM
essd-673	405	11	1423	1423	NUM
essd-673	405	12	.	.	PUNCT