id	sid	tid	token	lemma	pos
american_scientific_journal-1142	1	1	american	american	PROPN
american_scientific_journal-1142	1	2	scientific	scientific	ADJ
american_scientific_journal-1142	1	3	research	research	NOUN
american_scientific_journal-1142	1	4	journal	journal	NOUN
american_scientific_journal-1142	1	5	for	for	ADP
american_scientific_journal-1142	1	6	engineering	engineering	NOUN
american_scientific_journal-1142	1	7	,	,	PUNCT
american_scientific_journal-1142	1	8	technology	technology	NOUN
american_scientific_journal-1142	1	9	,	,	PUNCT
american_scientific_journal-1142	1	10	and	and	CCONJ
american_scientific_journal-1142	1	11	sciences	science	NOUN
american_scientific_journal-1142	1	12	(	(	PUNCT
american_scientific_journal-1142	1	13	asrjets	asrjet	NOUN
american_scientific_journal-1142	1	14	)	)	PUNCT
american_scientific_journal-1142	1	15	issn	issn	PROPN
american_scientific_journal-1142	1	16	(	(	PUNCT
american_scientific_journal-1142	1	17	print	print	NOUN
american_scientific_journal-1142	1	18	)	)	PUNCT
american_scientific_journal-1142	1	19	2313	2313	NUM
american_scientific_journal-1142	1	20	-	-	SYM
american_scientific_journal-1142	1	21	4410	4410	NUM
american_scientific_journal-1142	1	22	,	,	PUNCT
american_scientific_journal-1142	1	23	issn	issn	PROPN
american_scientific_journal-1142	1	24	(	(	PUNCT
american_scientific_journal-1142	1	25	online	online	ADJ
american_scientific_journal-1142	1	26	)	)	PUNCT
american_scientific_journal-1142	1	27	2313	2313	NUM
american_scientific_journal-1142	1	28	-	-	SYM
american_scientific_journal-1142	1	29	4402	4402	NUM
american_scientific_journal-1142	1	30	©	©	PROPN
american_scientific_journal-1142	1	31	global	global	ADJ
american_scientific_journal-1142	1	32	society	society	NOUN
american_scientific_journal-1142	1	33	of	of	ADP
american_scientific_journal-1142	1	34	scientific	scientific	ADJ
american_scientific_journal-1142	1	35	research	research	NOUN
american_scientific_journal-1142	1	36	and	and	CCONJ
american_scientific_journal-1142	1	37	researchers	researcher	NOUN
american_scientific_journal-1142	1	38	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-1142	1	39	forecasting	forecast	VERB
american_scientific_journal-1142	1	40	electricity	electricity	NOUN
american_scientific_journal-1142	1	41	demand	demand	NOUN
american_scientific_journal-1142	1	42	for	for	ADP
american_scientific_journal-1142	1	43	turkey	turkey	NOUN
american_scientific_journal-1142	1	44	using	use	VERB
american_scientific_journal-1142	1	45	modulated	modulate	VERB
american_scientific_journal-1142	1	46	fourier	fourier	ADJ
american_scientific_journal-1142	1	47	expansion	expansion	NOUN
american_scientific_journal-1142	1	48	ergün	ergün	VERB
american_scientific_journal-1142	1	49	yukseltana	yukseltana	PROPN
american_scientific_journal-1142	1	50	*	*	PROPN
american_scientific_journal-1142	1	51	,	,	PUNCT
american_scientific_journal-1142	1	52	ahmet	ahmet	PROPN
american_scientific_journal-1142	1	53	yucekayab	yucekayab	PROPN
american_scientific_journal-1142	1	54	,	,	PUNCT
american_scientific_journal-1142	1	55	ayşe	ayşe	PROPN
american_scientific_journal-1142	1	56	humeyra	humeyra	PROPN
american_scientific_journal-1142	1	57	bilgec	bilgec	VERB
american_scientific_journal-1142	1	58	a	a	DET
american_scientific_journal-1142	1	59	industrial	industrial	ADJ
american_scientific_journal-1142	1	60	engineering	engineering	NOUN
american_scientific_journal-1142	1	61	department	department	NOUN
american_scientific_journal-1142	1	62	,	,	PUNCT
american_scientific_journal-1142	1	63	bfaculty	bfaculty	NOUN
american_scientific_journal-1142	1	64	of	of	ADP
american_scientific_journal-1142	1	65	engineering	engineering	NOUN
american_scientific_journal-1142	1	66	and	and	CCONJ
american_scientific_journal-1142	1	67	natural	natural	ADJ
american_scientific_journal-1142	1	68	sciences	science	NOUN
american_scientific_journal-1142	1	69	,	,	PUNCT
american_scientific_journal-1142	1	70	ckadir	ckadir	PROPN
american_scientific_journal-1142	1	71	has	have	VERB
american_scientific_journal-1142	1	72	university	university	NOUN
american_scientific_journal-1142	1	73	,	,	PUNCT
american_scientific_journal-1142	1	74	istanbul	istanbul	PROPN
american_scientific_journal-1142	1	75	,	,	PUNCT
american_scientific_journal-1142	1	76	turkey	turkey	NOUN
american_scientific_journal-1142	1	77	aemail	aemail	NOUN
american_scientific_journal-1142	1	78	:	:	PUNCT
american_scientific_journal-1142	2	1	eyukseltan@gmail.com	eyukseltan@gmail.com	X
american_scientific_journal-1142	2	2	,	,	PUNCT
american_scientific_journal-1142	2	3	b	b	PROPN
american_scientific_journal-1142	2	4	ahmety@khas.edu.tr	ahmety@khas.edu.tr	PROPN
american_scientific_journal-1142	2	5	,	,	PUNCT
american_scientific_journal-1142	2	6	cayse.bilge@khas.edu.tr	cayse.bilge@khas.edu.tr	PROPN
american_scientific_journal-1142	2	7	abstract	abstract	ADJ
american_scientific_journal-1142	2	8	turkish	turkish	ADJ
american_scientific_journal-1142	2	9	power	power	NOUN
american_scientific_journal-1142	2	10	market	market	NOUN
american_scientific_journal-1142	2	11	has	have	AUX
american_scientific_journal-1142	2	12	undergone	undergo	VERB
american_scientific_journal-1142	2	13	a	a	DET
american_scientific_journal-1142	2	14	restructuring	restructuring	NOUN
american_scientific_journal-1142	2	15	and	and	CCONJ
american_scientific_journal-1142	2	16	deregulation	deregulation	NOUN
american_scientific_journal-1142	2	17	to	to	PART
american_scientific_journal-1142	2	18	reach	reach	VERB
american_scientific_journal-1142	2	19	a	a	DET
american_scientific_journal-1142	2	20	competitive	competitive	ADJ
american_scientific_journal-1142	2	21	and	and	CCONJ
american_scientific_journal-1142	2	22	reliable	reliable	ADJ
american_scientific_journal-1142	2	23	electricity	electricity	NOUN
american_scientific_journal-1142	2	24	market	market	NOUN
american_scientific_journal-1142	2	25	.	.	PUNCT
american_scientific_journal-1142	3	1	a	a	DET
american_scientific_journal-1142	3	2	typical	typical	ADJ
american_scientific_journal-1142	3	3	day	day	NOUN
american_scientific_journal-1142	3	4	starts	start	VERB
american_scientific_journal-1142	3	5	when	when	SCONJ
american_scientific_journal-1142	3	6	the	the	DET
american_scientific_journal-1142	3	7	system	system	NOUN
american_scientific_journal-1142	3	8	operator	operator	NOUN
american_scientific_journal-1142	3	9	announces	announce	VERB
american_scientific_journal-1142	3	10	the	the	DET
american_scientific_journal-1142	3	11	next	next	ADJ
american_scientific_journal-1142	3	12	day	day	NOUN
american_scientific_journal-1142	3	13	demand	demand	NOUN
american_scientific_journal-1142	3	14	forecast	forecast	NOUN
american_scientific_journal-1142	3	15	for	for	ADP
american_scientific_journal-1142	3	16	the	the	DET
american_scientific_journal-1142	3	17	electricity	electricity	NOUN
american_scientific_journal-1142	3	18	and	and	CCONJ
american_scientific_journal-1142	3	19	participants	participant	NOUN
american_scientific_journal-1142	3	20	submit	submit	VERB
american_scientific_journal-1142	3	21	offers	offer	NOUN
american_scientific_journal-1142	3	22	in	in	ADP
american_scientific_journal-1142	3	23	response	response	NOUN
american_scientific_journal-1142	3	24	to	to	PART
american_scientific_journal-1142	3	25	meet	meet	VERB
american_scientific_journal-1142	3	26	the	the	DET
american_scientific_journal-1142	3	27	demand	demand	NOUN
american_scientific_journal-1142	3	28	.	.	PUNCT
american_scientific_journal-1142	4	1	accuracy	accuracy	NOUN
american_scientific_journal-1142	4	2	in	in	ADP
american_scientific_journal-1142	4	3	electricity	electricity	NOUN
american_scientific_journal-1142	4	4	demand	demand	NOUN
american_scientific_journal-1142	4	5	forecast	forecast	NOUN
american_scientific_journal-1142	4	6	is	be	AUX
american_scientific_journal-1142	4	7	essential	essential	ADJ
american_scientific_journal-1142	4	8	for	for	ADP
american_scientific_journal-1142	4	9	a	a	DET
american_scientific_journal-1142	4	10	reliable	reliable	ADJ
american_scientific_journal-1142	4	11	power	power	NOUN
american_scientific_journal-1142	4	12	system	system	NOUN
american_scientific_journal-1142	4	13	and	and	CCONJ
american_scientific_journal-1142	4	14	successful	successful	ADJ
american_scientific_journal-1142	4	15	market	market	NOUN
american_scientific_journal-1142	4	16	operation	operation	NOUN
american_scientific_journal-1142	4	17	and	and	CCONJ
american_scientific_journal-1142	4	18	mathematical	mathematical	ADJ
american_scientific_journal-1142	4	19	models	model	NOUN
american_scientific_journal-1142	4	20	help	help	VERB
american_scientific_journal-1142	4	21	market	market	NOUN
american_scientific_journal-1142	4	22	participants	participant	NOUN
american_scientific_journal-1142	4	23	to	to	PART
american_scientific_journal-1142	4	24	forecast	forecast	VERB
american_scientific_journal-1142	4	25	the	the	DET
american_scientific_journal-1142	4	26	electricity	electricity	NOUN
american_scientific_journal-1142	4	27	demand	demand	NOUN
american_scientific_journal-1142	4	28	.	.	PUNCT
american_scientific_journal-1142	5	1	we	we	PRON
american_scientific_journal-1142	5	2	use	use	VERB
american_scientific_journal-1142	5	3	hourly	hourly	ADJ
american_scientific_journal-1142	5	4	electricity	electricity	NOUN
american_scientific_journal-1142	5	5	demand	demand	NOUN
american_scientific_journal-1142	5	6	data	datum	NOUN
american_scientific_journal-1142	5	7	for	for	ADP
american_scientific_journal-1142	5	8	turkey	turkey	NOUN
american_scientific_journal-1142	5	9	,	,	PUNCT
american_scientific_journal-1142	5	10	for	for	ADP
american_scientific_journal-1142	5	11	the	the	DET
american_scientific_journal-1142	5	12	years	year	NOUN
american_scientific_journal-1142	5	13	2012	2012	NUM
american_scientific_journal-1142	5	14	-	-	SYM
american_scientific_journal-1142	5	15	2014	2014	NUM
american_scientific_journal-1142	5	16	to	to	PART
american_scientific_journal-1142	5	17	make	make	VERB
american_scientific_journal-1142	5	18	a	a	DET
american_scientific_journal-1142	5	19	linear	linear	ADJ
american_scientific_journal-1142	5	20	model	model	NOUN
american_scientific_journal-1142	5	21	taking	take	VERB
american_scientific_journal-1142	5	22	into	into	ADP
american_scientific_journal-1142	5	23	account	account	NOUN
american_scientific_journal-1142	5	24	weekly	weekly	ADJ
american_scientific_journal-1142	5	25	and	and	CCONJ
american_scientific_journal-1142	5	26	diurnal	diurnal	ADJ
american_scientific_journal-1142	5	27	periodic	periodic	ADJ
american_scientific_journal-1142	5	28	variations	variation	NOUN
american_scientific_journal-1142	5	29	modulated	modulate	VERB
american_scientific_journal-1142	5	30	by	by	ADP
american_scientific_journal-1142	5	31	seasonal	seasonal	ADJ
american_scientific_journal-1142	5	32	effects	effect	NOUN
american_scientific_journal-1142	5	33	.	.	PUNCT
american_scientific_journal-1142	6	1	the	the	DET
american_scientific_journal-1142	6	2	model	model	NOUN
american_scientific_journal-1142	6	3	fits	fit	VERB
american_scientific_journal-1142	6	4	the	the	DET
american_scientific_journal-1142	6	5	data	datum	NOUN
american_scientific_journal-1142	6	6	within	within	ADP
american_scientific_journal-1142	6	7	%	%	NOUN
american_scientific_journal-1142	6	8	4	4	NUM
american_scientific_journal-1142	6	9	and	and	CCONJ
american_scientific_journal-1142	6	10	predicts	predict	NOUN
american_scientific_journal-1142	6	11	within	within	ADP
american_scientific_journal-1142	6	12	%	%	NOUN
american_scientific_journal-1142	6	13	9.8	9.8	NUM
american_scientific_journal-1142	6	14	in	in	ADP
american_scientific_journal-1142	6	15	the	the	DET
american_scientific_journal-1142	6	16	l2	l2	NOUN
american_scientific_journal-1142	6	17	norm	norm	NOUN
american_scientific_journal-1142	6	18	.	.	PUNCT
american_scientific_journal-1142	7	1	keywords	keyword	NOUN
american_scientific_journal-1142	7	2	:	:	PUNCT
american_scientific_journal-1142	7	3	time	time	NOUN
american_scientific_journal-1142	7	4	series	series	PROPN
american_scientific_journal-1142	7	5	analysis	analysis	NOUN
american_scientific_journal-1142	7	6	;	;	PUNCT
american_scientific_journal-1142	7	7	fourier	fourier	ADJ
american_scientific_journal-1142	7	8	series	series	NOUN
american_scientific_journal-1142	7	9	;	;	PUNCT
american_scientific_journal-1142	7	10	hourly	hourly	ADJ
american_scientific_journal-1142	7	11	electricity	electricity	NOUN
american_scientific_journal-1142	7	12	demand	demand	NOUN
american_scientific_journal-1142	7	13	for	for	ADP
american_scientific_journal-1142	7	14	turkey	turkey	NOUN
american_scientific_journal-1142	7	15	;	;	PUNCT
american_scientific_journal-1142	7	16	deregulated	deregulate	VERB
american_scientific_journal-1142	7	17	electricity	electricity	NOUN
american_scientific_journal-1142	7	18	market	market	NOUN
american_scientific_journal-1142	7	19	;	;	PUNCT
american_scientific_journal-1142	7	20	load	load	NOUN
american_scientific_journal-1142	7	21	forecast	forecast	NOUN
american_scientific_journal-1142	7	22	.	.	PUNCT
american_scientific_journal-1142	8	1	1	1	X
american_scientific_journal-1142	8	2	.	.	X
american_scientific_journal-1142	8	3	introduction	introduction	NOUN
american_scientific_journal-1142	8	4	electricity	electricity	NOUN
american_scientific_journal-1142	8	5	markets	market	NOUN
american_scientific_journal-1142	8	6	used	use	VERB
american_scientific_journal-1142	8	7	to	to	PART
american_scientific_journal-1142	8	8	be	be	AUX
american_scientific_journal-1142	8	9	a	a	DET
american_scientific_journal-1142	8	10	monopoly	monopoly	NOUN
american_scientific_journal-1142	8	11	in	in	ADP
american_scientific_journal-1142	8	12	all	all	DET
american_scientific_journal-1142	8	13	areas	area	NOUN
american_scientific_journal-1142	8	14	of	of	ADP
american_scientific_journal-1142	8	15	generation	generation	NOUN
american_scientific_journal-1142	8	16	,	,	PUNCT
american_scientific_journal-1142	8	17	transmission	transmission	NOUN
american_scientific_journal-1142	8	18	and	and	CCONJ
american_scientific_journal-1142	8	19	distribution	distribution	NOUN
american_scientific_journal-1142	8	20	that	that	PRON
american_scientific_journal-1142	8	21	were	be	AUX
american_scientific_journal-1142	8	22	controlled	control	VERB
american_scientific_journal-1142	8	23	by	by	ADP
american_scientific_journal-1142	8	24	the	the	DET
american_scientific_journal-1142	8	25	state	state	NOUN
american_scientific_journal-1142	8	26	until	until	ADP
american_scientific_journal-1142	8	27	the	the	DET
american_scientific_journal-1142	8	28	beginning	beginning	NOUN
american_scientific_journal-1142	8	29	of	of	ADP
american_scientific_journal-1142	8	30	2000s	2000s	NUM
american_scientific_journal-1142	8	31	.	.	PUNCT
american_scientific_journal-1142	9	1	in	in	ADP
american_scientific_journal-1142	9	2	turkey	turkey	PROPN
american_scientific_journal-1142	9	3	,	,	PUNCT
american_scientific_journal-1142	9	4	state	state	NOUN
american_scientific_journal-1142	9	5	directed	direct	VERB
american_scientific_journal-1142	9	6	regulations	regulation	NOUN
american_scientific_journal-1142	9	7	for	for	ADP
american_scientific_journal-1142	9	8	the	the	DET
american_scientific_journal-1142	9	9	restructuring	restructuring	NOUN
american_scientific_journal-1142	9	10	of	of	ADP
american_scientific_journal-1142	9	11	electricity	electricity	NOUN
american_scientific_journal-1142	9	12	markets	market	NOUN
american_scientific_journal-1142	9	13	started	start	VERB
american_scientific_journal-1142	9	14	in	in	ADP
american_scientific_journal-1142	9	15	2001	2001	NUM
american_scientific_journal-1142	9	16	with	with	ADP
american_scientific_journal-1142	9	17	the	the	DET
american_scientific_journal-1142	9	18	founding	founding	NOUN
american_scientific_journal-1142	9	19	of	of	ADP
american_scientific_journal-1142	9	20	the	the	DET
american_scientific_journal-1142	9	21	energy	energy	NOUN
american_scientific_journal-1142	9	22	market	market	NOUN
american_scientific_journal-1142	9	23	regulatory	regulatory	ADJ
american_scientific_journal-1142	9	24	authority	authority	NOUN
american_scientific_journal-1142	9	25	(	(	PUNCT
american_scientific_journal-1142	9	26	emra	emra	NOUN
american_scientific_journal-1142	9	27	)	)	PUNCT
american_scientific_journal-1142	9	28	which	which	PRON
american_scientific_journal-1142	9	29	is	be	AUX
american_scientific_journal-1142	9	30	the	the	DET
american_scientific_journal-1142	9	31	main	main	ADJ
american_scientific_journal-1142	9	32	authority	authority	NOUN
american_scientific_journal-1142	9	33	that	that	PRON
american_scientific_journal-1142	9	34	manages	manage	VERB
american_scientific_journal-1142	9	35	the	the	DET
american_scientific_journal-1142	9	36	process	process	NOUN
american_scientific_journal-1142	9	37	of	of	ADP
american_scientific_journal-1142	9	38	privatization	privatization	NOUN
american_scientific_journal-1142	9	39	and	and	CCONJ
american_scientific_journal-1142	9	40	oversees	oversee	VERB
american_scientific_journal-1142	9	41	all	all	DET
american_scientific_journal-1142	9	42	related	related	ADJ
american_scientific_journal-1142	9	43	activities	activity	NOUN
american_scientific_journal-1142	9	44	.	.	PUNCT
american_scientific_journal-1142	10	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-1142	11	1	*	*	PUNCT
american_scientific_journal-1142	11	2	corresponding	correspond	VERB
american_scientific_journal-1142	11	3	author	author	NOUN
american_scientific_journal-1142	11	4	.	.	PUNCT
american_scientific_journal-1142	12	1	87	87	NUM
american_scientific_journal-1142	12	2	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-1142	12	3	mailto:ahmety@khas.edu.tr	mailto:ahmety@khas.edu.tr	PROPN
american_scientific_journal-1142	12	4	american	american	ADJ
american_scientific_journal-1142	12	5	scientific	scientific	ADJ
american_scientific_journal-1142	12	6	research	research	NOUN
american_scientific_journal-1142	12	7	journal	journal	NOUN
american_scientific_journal-1142	12	8	for	for	ADP
american_scientific_journal-1142	12	9	engineering	engineering	NOUN
american_scientific_journal-1142	12	10	,	,	PUNCT
american_scientific_journal-1142	12	11	technology	technology	NOUN
american_scientific_journal-1142	12	12	,	,	PUNCT
american_scientific_journal-1142	12	13	and	and	CCONJ
american_scientific_journal-1142	12	14	sciences	science	NOUN
american_scientific_journal-1142	12	15	(	(	PUNCT
american_scientific_journal-1142	12	16	asrjets	asrjet	NOUN
american_scientific_journal-1142	12	17	)	)	PUNCT
american_scientific_journal-1142	12	18	(	(	PUNCT
american_scientific_journal-1142	12	19	2015	2015	NUM
american_scientific_journal-1142	12	20	)	)	PUNCT
american_scientific_journal-1142	12	21	volume	volume	NOUN
american_scientific_journal-1142	12	22	14	14	NUM
american_scientific_journal-1142	12	23	,	,	PUNCT
american_scientific_journal-1142	12	24	no	no	DET
american_scientific_journal-1142	12	25	3	3	NUM
american_scientific_journal-1142	12	26	,	,	PUNCT
american_scientific_journal-1142	12	27	pp	pp	ADV
american_scientific_journal-1142	12	28	87	87	NUM
american_scientific_journal-1142	12	29	-	-	SYM
american_scientific_journal-1142	12	30	94	94	NUM
american_scientific_journal-1142	12	31	the	the	DET
american_scientific_journal-1142	12	32	monopoly	monopoly	NOUN
american_scientific_journal-1142	12	33	of	of	ADP
american_scientific_journal-1142	12	34	state	state	NOUN
american_scientific_journal-1142	12	35	-	-	PUNCT
american_scientific_journal-1142	12	36	owned	own	VERB
american_scientific_journal-1142	12	37	resources	resource	NOUN
american_scientific_journal-1142	12	38	is	be	AUX
american_scientific_journal-1142	12	39	divided	divide	VERB
american_scientific_journal-1142	12	40	up	up	ADP
american_scientific_journal-1142	12	41	into	into	ADP
american_scientific_journal-1142	12	42	different	different	ADJ
american_scientific_journal-1142	12	43	companies	company	NOUN
american_scientific_journal-1142	12	44	in	in	ADP
american_scientific_journal-1142	12	45	order	order	NOUN
american_scientific_journal-1142	12	46	to	to	PART
american_scientific_journal-1142	12	47	increase	increase	VERB
american_scientific_journal-1142	12	48	efficiency	efficiency	NOUN
american_scientific_journal-1142	12	49	and	and	CCONJ
american_scientific_journal-1142	12	50	provide	provide	VERB
american_scientific_journal-1142	12	51	a	a	DET
american_scientific_journal-1142	12	52	competitive	competitive	ADJ
american_scientific_journal-1142	12	53	market	market	NOUN
american_scientific_journal-1142	12	54	environment	environment	NOUN
american_scientific_journal-1142	12	55	which	which	PRON
american_scientific_journal-1142	12	56	can	can	AUX
american_scientific_journal-1142	12	57	lower	lower	VERB
american_scientific_journal-1142	12	58	the	the	DET
american_scientific_journal-1142	12	59	cost	cost	NOUN
american_scientific_journal-1142	12	60	of	of	ADP
american_scientific_journal-1142	12	61	electricity	electricity	NOUN
american_scientific_journal-1142	12	62	and	and	CCONJ
american_scientific_journal-1142	12	63	increase	increase	VERB
american_scientific_journal-1142	12	64	the	the	DET
american_scientific_journal-1142	12	65	reliability	reliability	NOUN
american_scientific_journal-1142	12	66	of	of	ADP
american_scientific_journal-1142	12	67	power	power	NOUN
american_scientific_journal-1142	12	68	supply	supply	NOUN
american_scientific_journal-1142	12	69	.	.	PUNCT
american_scientific_journal-1142	13	1	the	the	DET
american_scientific_journal-1142	13	2	first	first	ADJ
american_scientific_journal-1142	13	3	step	step	NOUN
american_scientific_journal-1142	13	4	of	of	ADP
american_scientific_journal-1142	13	5	the	the	DET
american_scientific_journal-1142	13	6	market	market	NOUN
american_scientific_journal-1142	13	7	design	design	NOUN
american_scientific_journal-1142	13	8	,	,	PUNCT
american_scientific_journal-1142	13	9	which	which	PRON
american_scientific_journal-1142	13	10	involves	involve	VERB
american_scientific_journal-1142	13	11	financial	financial	ADJ
american_scientific_journal-1142	13	12	transactions	transaction	NOUN
american_scientific_journal-1142	13	13	in	in	ADP
american_scientific_journal-1142	13	14	a	a	DET
american_scientific_journal-1142	13	15	deregulated	deregulated	ADJ
american_scientific_journal-1142	13	16	electricity	electricity	NOUN
american_scientific_journal-1142	13	17	market	market	NOUN
american_scientific_journal-1142	13	18	,	,	PUNCT
american_scientific_journal-1142	13	19	started	start	VERB
american_scientific_journal-1142	13	20	on	on	ADP
american_scientific_journal-1142	13	21	december	december	PROPN
american_scientific_journal-1142	13	22	1	1	NUM
american_scientific_journal-1142	13	23	,	,	PUNCT
american_scientific_journal-1142	13	24	2003	2003	NUM
american_scientific_journal-1142	13	25	.	.	PUNCT
american_scientific_journal-1142	14	1	the	the	DET
american_scientific_journal-1142	14	2	power	power	NOUN
american_scientific_journal-1142	14	3	supplier	supplier	NOUN
american_scientific_journal-1142	14	4	and	and	CCONJ
american_scientific_journal-1142	14	5	large	large	ADJ
american_scientific_journal-1142	14	6	number	number	NOUN
american_scientific_journal-1142	14	7	of	of	ADP
american_scientific_journal-1142	14	8	consumers	consumer	NOUN
american_scientific_journal-1142	14	9	were	be	AUX
american_scientific_journal-1142	14	10	encouraged	encourage	VERB
american_scientific_journal-1142	14	11	to	to	PART
american_scientific_journal-1142	14	12	participate	participate	VERB
american_scientific_journal-1142	14	13	and	and	CCONJ
american_scientific_journal-1142	14	14	invest	invest	VERB
american_scientific_journal-1142	14	15	in	in	ADP
american_scientific_journal-1142	14	16	power	power	NOUN
american_scientific_journal-1142	14	17	markets	market	NOUN
american_scientific_journal-1142	14	18	at	at	ADP
american_scientific_journal-1142	14	19	this	this	DET
american_scientific_journal-1142	14	20	time	time	NOUN
american_scientific_journal-1142	14	21	.	.	PUNCT
american_scientific_journal-1142	15	1	the	the	DET
american_scientific_journal-1142	15	2	second	second	ADJ
american_scientific_journal-1142	15	3	step	step	NOUN
american_scientific_journal-1142	15	4	of	of	ADP
american_scientific_journal-1142	15	5	the	the	DET
american_scientific_journal-1142	15	6	market	market	NOUN
american_scientific_journal-1142	15	7	design	design	NOUN
american_scientific_journal-1142	15	8	was	be	AUX
american_scientific_journal-1142	15	9	defined	define	VERB
american_scientific_journal-1142	15	10	as	as	ADP
american_scientific_journal-1142	15	11	balance	balance	NOUN
american_scientific_journal-1142	15	12	and	and	CCONJ
american_scientific_journal-1142	15	13	conciliation	conciliation	NOUN
american_scientific_journal-1142	15	14	,	,	PUNCT
american_scientific_journal-1142	15	15	and	and	CCONJ
american_scientific_journal-1142	15	16	it	it	PRON
american_scientific_journal-1142	15	17	was	be	AUX
american_scientific_journal-1142	15	18	launched	launch	VERB
american_scientific_journal-1142	15	19	on	on	ADP
american_scientific_journal-1142	15	20	august	august	PROPN
american_scientific_journal-1142	15	21	1	1	NUM
american_scientific_journal-1142	15	22	,	,	PUNCT
american_scientific_journal-1142	15	23	2006	2006	NUM
american_scientific_journal-1142	15	24	.	.	PUNCT
american_scientific_journal-1142	16	1	participants	participant	NOUN
american_scientific_journal-1142	16	2	carried	carry	VERB
american_scientific_journal-1142	16	3	out	out	ADP
american_scientific_journal-1142	16	4	bidding	bidding	NOUN
american_scientific_journal-1142	16	5	and	and	CCONJ
american_scientific_journal-1142	16	6	bilateral	bilateral	ADJ
american_scientific_journal-1142	16	7	contracts	contract	NOUN
american_scientific_journal-1142	16	8	in	in	ADP
american_scientific_journal-1142	16	9	this	this	DET
american_scientific_journal-1142	16	10	step	step	NOUN
american_scientific_journal-1142	16	11	until	until	ADP
american_scientific_journal-1142	16	12	the	the	DET
american_scientific_journal-1142	16	13	end	end	NOUN
american_scientific_journal-1142	16	14	of	of	ADP
american_scientific_journal-1142	16	15	2009	2009	NUM
american_scientific_journal-1142	16	16	.	.	PUNCT
american_scientific_journal-1142	17	1	in	in	ADP
american_scientific_journal-1142	17	2	order	order	NOUN
american_scientific_journal-1142	17	3	to	to	PART
american_scientific_journal-1142	17	4	construct	construct	VERB
american_scientific_journal-1142	17	5	free	free	ADJ
american_scientific_journal-1142	17	6	and	and	CCONJ
american_scientific_journal-1142	17	7	competitive	competitive	ADJ
american_scientific_journal-1142	17	8	electricity	electricity	NOUN
american_scientific_journal-1142	17	9	markets	market	NOUN
american_scientific_journal-1142	17	10	,	,	PUNCT
american_scientific_journal-1142	17	11	turkish	turkish	ADJ
american_scientific_journal-1142	17	12	government	government	NOUN
american_scientific_journal-1142	17	13	started	start	VERB
american_scientific_journal-1142	17	14	to	to	PART
american_scientific_journal-1142	17	15	transfer	transfer	VERB
american_scientific_journal-1142	17	16	its	its	PRON
american_scientific_journal-1142	17	17	rights	right	NOUN
american_scientific_journal-1142	17	18	to	to	ADP
american_scientific_journal-1142	17	19	private	private	ADJ
american_scientific_journal-1142	17	20	companies	company	NOUN
american_scientific_journal-1142	17	21	for	for	ADP
american_scientific_journal-1142	17	22	generation	generation	NOUN
american_scientific_journal-1142	17	23	,	,	PUNCT
american_scientific_journal-1142	17	24	transmission	transmission	NOUN
american_scientific_journal-1142	17	25	and	and	CCONJ
american_scientific_journal-1142	17	26	distribution	distribution	NOUN
american_scientific_journal-1142	17	27	and	and	CCONJ
american_scientific_journal-1142	17	28	constructed	construct	VERB
american_scientific_journal-1142	17	29	day	day	NOUN
american_scientific_journal-1142	17	30	-	-	PUNCT
american_scientific_journal-1142	17	31	ahead	ahead	NOUN
american_scientific_journal-1142	17	32	planning	planning	NOUN
american_scientific_journal-1142	17	33	in	in	ADP
american_scientific_journal-1142	17	34	2009	2009	NUM
american_scientific_journal-1142	17	35	.	.	PUNCT
american_scientific_journal-1142	18	1	as	as	ADP
american_scientific_journal-1142	18	2	a	a	DET
american_scientific_journal-1142	18	3	result	result	NOUN
american_scientific_journal-1142	18	4	of	of	ADP
american_scientific_journal-1142	18	5	step	step	NOUN
american_scientific_journal-1142	18	6	by	by	ADP
american_scientific_journal-1142	18	7	step	step	NOUN
american_scientific_journal-1142	18	8	improvement	improvement	NOUN
american_scientific_journal-1142	18	9	of	of	ADP
american_scientific_journal-1142	18	10	the	the	DET
american_scientific_journal-1142	18	11	market	market	NOUN
american_scientific_journal-1142	18	12	and	and	CCONJ
american_scientific_journal-1142	18	13	experience	experience	NOUN
american_scientific_journal-1142	18	14	gained	gain	VERB
american_scientific_journal-1142	18	15	from	from	ADP
american_scientific_journal-1142	18	16	the	the	DET
american_scientific_journal-1142	18	17	daily	daily	ADJ
american_scientific_journal-1142	18	18	operations	operation	NOUN
american_scientific_journal-1142	18	19	,	,	PUNCT
american_scientific_journal-1142	18	20	day	day	NOUN
american_scientific_journal-1142	18	21	-	-	PUNCT
american_scientific_journal-1142	18	22	ahead	ahead	NOUN
american_scientific_journal-1142	18	23	planning	planning	NOUN
american_scientific_journal-1142	18	24	is	be	AUX
american_scientific_journal-1142	18	25	converted	convert	VERB
american_scientific_journal-1142	18	26	as	as	SCONJ
american_scientific_journal-1142	18	27	to	to	PART
american_scientific_journal-1142	18	28	be	be	AUX
american_scientific_journal-1142	18	29	day	day	NOUN
american_scientific_journal-1142	18	30	-	-	PUNCT
american_scientific_journal-1142	18	31	ahead	ahead	NOUN
american_scientific_journal-1142	18	32	market	market	NOUN
american_scientific_journal-1142	18	33	in	in	ADP
american_scientific_journal-1142	18	34	2011	2011	NUM
american_scientific_journal-1142	18	35	.	.	PUNCT
american_scientific_journal-1142	19	1	a	a	DET
american_scientific_journal-1142	19	2	new	new	ADJ
american_scientific_journal-1142	19	3	market	market	NOUN
american_scientific_journal-1142	19	4	called	call	VERB
american_scientific_journal-1142	19	5	intra	intra	ADJ
american_scientific_journal-1142	19	6	-	-	ADJ
american_scientific_journal-1142	19	7	day	day	NOUN
american_scientific_journal-1142	19	8	market	market	NOUN
american_scientific_journal-1142	19	9	was	be	AUX
american_scientific_journal-1142	19	10	established	establish	VERB
american_scientific_journal-1142	19	11	in	in	ADP
american_scientific_journal-1142	19	12	2014	2014	NUM
american_scientific_journal-1142	19	13	under	under	ADP
american_scientific_journal-1142	19	14	the	the	DET
american_scientific_journal-1142	19	15	control	control	NOUN
american_scientific_journal-1142	19	16	of	of	ADP
american_scientific_journal-1142	19	17	a	a	DET
american_scientific_journal-1142	19	18	new	new	ADJ
american_scientific_journal-1142	19	19	market	market	NOUN
american_scientific_journal-1142	19	20	operator	operator	NOUN
american_scientific_journal-1142	19	21	.	.	PUNCT
american_scientific_journal-1142	20	1	the	the	DET
american_scientific_journal-1142	20	2	day	day	NOUN
american_scientific_journal-1142	20	3	-	-	PUNCT
american_scientific_journal-1142	20	4	ahead	ahead	NOUN
american_scientific_journal-1142	20	5	market	market	NOUN
american_scientific_journal-1142	20	6	was	be	AUX
american_scientific_journal-1142	20	7	established	establish	VERB
american_scientific_journal-1142	20	8	to	to	PART
american_scientific_journal-1142	20	9	increase	increase	VERB
american_scientific_journal-1142	20	10	the	the	DET
american_scientific_journal-1142	20	11	planning	planning	NOUN
american_scientific_journal-1142	20	12	accuracy	accuracy	NOUN
american_scientific_journal-1142	20	13	and	and	CCONJ
american_scientific_journal-1142	20	14	reliability	reliability	NOUN
american_scientific_journal-1142	20	15	on	on	ADP
american_scientific_journal-1142	20	16	hourly	hourly	ADJ
american_scientific_journal-1142	20	17	basis	basis	NOUN
american_scientific_journal-1142	20	18	.	.	PUNCT
american_scientific_journal-1142	21	1	on	on	ADP
american_scientific_journal-1142	21	2	a	a	DET
american_scientific_journal-1142	21	3	typical	typical	ADJ
american_scientific_journal-1142	21	4	day	day	NOUN
american_scientific_journal-1142	21	5	,	,	PUNCT
american_scientific_journal-1142	21	6	the	the	DET
american_scientific_journal-1142	21	7	estimated	estimate	VERB
american_scientific_journal-1142	21	8	day	day	NOUN
american_scientific_journal-1142	21	9	-	-	PUNCT
american_scientific_journal-1142	21	10	ahead	ahead	NOUN
american_scientific_journal-1142	21	11	demand	demand	NOUN
american_scientific_journal-1142	21	12	for	for	ADP
american_scientific_journal-1142	21	13	each	each	DET
american_scientific_journal-1142	21	14	hour	hour	NOUN
american_scientific_journal-1142	21	15	of	of	ADP
american_scientific_journal-1142	21	16	the	the	DET
american_scientific_journal-1142	21	17	next	next	ADJ
american_scientific_journal-1142	21	18	day	day	NOUN
american_scientific_journal-1142	21	19	is	be	AUX
american_scientific_journal-1142	21	20	announced	announce	VERB
american_scientific_journal-1142	21	21	by	by	ADP
american_scientific_journal-1142	21	22	the	the	DET
american_scientific_journal-1142	21	23	system	system	NOUN
american_scientific_journal-1142	21	24	operator	operator	NOUN
american_scientific_journal-1142	21	25	.	.	PUNCT
american_scientific_journal-1142	22	1	all	all	DET
american_scientific_journal-1142	22	2	market	market	NOUN
american_scientific_journal-1142	22	3	participants	participant	NOUN
american_scientific_journal-1142	22	4	submit	submit	VERB
american_scientific_journal-1142	22	5	their	their	PRON
american_scientific_journal-1142	22	6	hourly	hourly	ADJ
american_scientific_journal-1142	22	7	generation	generation	NOUN
american_scientific_journal-1142	22	8	capacities	capacity	NOUN
american_scientific_journal-1142	22	9	and	and	CCONJ
american_scientific_journal-1142	22	10	unit	unit	NOUN
american_scientific_journal-1142	22	11	prices	price	NOUN
american_scientific_journal-1142	22	12	to	to	ADP
american_scientific_journal-1142	22	13	the	the	DET
american_scientific_journal-1142	22	14	system	system	NOUN
american_scientific_journal-1142	22	15	operator	operator	NOUN
american_scientific_journal-1142	22	16	for	for	ADP
american_scientific_journal-1142	22	17	the	the	DET
american_scientific_journal-1142	22	18	next	next	ADJ
american_scientific_journal-1142	22	19	day	day	NOUN
american_scientific_journal-1142	22	20	according	accord	VERB
american_scientific_journal-1142	22	21	to	to	ADP
american_scientific_journal-1142	22	22	hourly	hourly	ADJ
american_scientific_journal-1142	22	23	electricity	electricity	NOUN
american_scientific_journal-1142	22	24	forecasts	forecast	NOUN
american_scientific_journal-1142	22	25	that	that	PRON
american_scientific_journal-1142	22	26	are	be	AUX
american_scientific_journal-1142	22	27	shared	share	VERB
american_scientific_journal-1142	22	28	by	by	ADP
american_scientific_journal-1142	22	29	market	market	NOUN
american_scientific_journal-1142	22	30	financial	financial	ADJ
american_scientific_journal-1142	22	31	settlement	settlement	NOUN
american_scientific_journal-1142	22	32	centre	centre	NOUN
american_scientific_journal-1142	22	33	system	system	NOUN
american_scientific_journal-1142	22	34	(	(	PUNCT
american_scientific_journal-1142	22	35	pmum	pmum	NOUN
american_scientific_journal-1142	22	36	)	)	PUNCT
american_scientific_journal-1142	22	37	.	.	PUNCT
american_scientific_journal-1142	23	1	each	each	DET
american_scientific_journal-1142	23	2	participant	participant	NOUN
american_scientific_journal-1142	23	3	submits	submit	VERB
american_scientific_journal-1142	23	4	the	the	DET
american_scientific_journal-1142	23	5	amount	amount	NOUN
american_scientific_journal-1142	23	6	of	of	ADP
american_scientific_journal-1142	23	7	power	power	NOUN
american_scientific_journal-1142	23	8	they	they	PRON
american_scientific_journal-1142	23	9	are	be	AUX
american_scientific_journal-1142	23	10	willing	willing	ADJ
american_scientific_journal-1142	23	11	to	to	PART
american_scientific_journal-1142	23	12	supply	supply	VERB
american_scientific_journal-1142	23	13	using	use	VERB
american_scientific_journal-1142	23	14	bilateral	bilateral	ADJ
american_scientific_journal-1142	23	15	contracts	contract	NOUN
american_scientific_journal-1142	23	16	.	.	PUNCT
american_scientific_journal-1142	24	1	bilateral	bilateral	ADJ
american_scientific_journal-1142	24	2	contracts	contract	NOUN
american_scientific_journal-1142	24	3	are	be	AUX
american_scientific_journal-1142	24	4	agreements	agreement	NOUN
american_scientific_journal-1142	24	5	between	between	ADP
american_scientific_journal-1142	24	6	two	two	NUM
american_scientific_journal-1142	24	7	parties	party	NOUN
american_scientific_journal-1142	24	8	that	that	PRON
american_scientific_journal-1142	24	9	allow	allow	VERB
american_scientific_journal-1142	24	10	each	each	DET
american_scientific_journal-1142	24	11	participant	participant	NOUN
american_scientific_journal-1142	24	12	to	to	PART
american_scientific_journal-1142	24	13	determine	determine	VERB
american_scientific_journal-1142	24	14	the	the	DET
american_scientific_journal-1142	24	15	power	power	NOUN
american_scientific_journal-1142	24	16	delivery	delivery	NOUN
american_scientific_journal-1142	24	17	conditions	condition	NOUN
american_scientific_journal-1142	24	18	and	and	CCONJ
american_scientific_journal-1142	24	19	price	price	NOUN
american_scientific_journal-1142	24	20	.	.	PUNCT
american_scientific_journal-1142	25	1	the	the	DET
american_scientific_journal-1142	25	2	total	total	ADJ
american_scientific_journal-1142	25	3	amount	amount	NOUN
american_scientific_journal-1142	25	4	of	of	ADP
american_scientific_journal-1142	25	5	power	power	NOUN
american_scientific_journal-1142	25	6	that	that	PRON
american_scientific_journal-1142	25	7	will	will	AUX
american_scientific_journal-1142	25	8	be	be	AUX
american_scientific_journal-1142	25	9	provided	provide	VERB
american_scientific_journal-1142	25	10	with	with	ADP
american_scientific_journal-1142	25	11	the	the	DET
american_scientific_journal-1142	25	12	bilateral	bilateral	ADJ
american_scientific_journal-1142	25	13	contracts	contract	NOUN
american_scientific_journal-1142	25	14	is	be	AUX
american_scientific_journal-1142	25	15	determined	determine	VERB
american_scientific_journal-1142	25	16	and	and	CCONJ
american_scientific_journal-1142	25	17	deducted	deduct	VERB
american_scientific_journal-1142	25	18	from	from	ADP
american_scientific_journal-1142	25	19	the	the	DET
american_scientific_journal-1142	25	20	total	total	ADJ
american_scientific_journal-1142	25	21	estimated	estimate	VERB
american_scientific_journal-1142	25	22	demand	demand	NOUN
american_scientific_journal-1142	25	23	.	.	PUNCT
american_scientific_journal-1142	26	1	the	the	DET
american_scientific_journal-1142	26	2	remaining	remain	VERB
american_scientific_journal-1142	26	3	amount	amount	NOUN
american_scientific_journal-1142	26	4	should	should	AUX
american_scientific_journal-1142	26	5	be	be	AUX
american_scientific_journal-1142	26	6	supplied	supply	VERB
american_scientific_journal-1142	26	7	from	from	ADP
american_scientific_journal-1142	26	8	competitive	competitive	ADJ
american_scientific_journal-1142	26	9	and	and	CCONJ
american_scientific_journal-1142	26	10	reliable	reliable	ADJ
american_scientific_journal-1142	26	11	offers	offer	NOUN
american_scientific_journal-1142	26	12	in	in	ADP
american_scientific_journal-1142	26	13	the	the	DET
american_scientific_journal-1142	26	14	market	market	NOUN
american_scientific_journal-1142	26	15	.	.	PUNCT
american_scientific_journal-1142	27	1	once	once	ADV
american_scientific_journal-1142	27	2	generation	generation	NOUN
american_scientific_journal-1142	27	3	capacities	capacity	NOUN
american_scientific_journal-1142	27	4	and	and	CCONJ
american_scientific_journal-1142	27	5	price	price	NOUN
american_scientific_journal-1142	27	6	offers	offer	NOUN
american_scientific_journal-1142	27	7	are	be	AUX
american_scientific_journal-1142	27	8	collected	collect	VERB
american_scientific_journal-1142	27	9	from	from	ADP
american_scientific_journal-1142	27	10	all	all	DET
american_scientific_journal-1142	27	11	participants	participant	NOUN
american_scientific_journal-1142	27	12	,	,	PUNCT
american_scientific_journal-1142	27	13	they	they	PRON
american_scientific_journal-1142	27	14	are	be	AUX
american_scientific_journal-1142	27	15	sorted	sort	VERB
american_scientific_journal-1142	27	16	in	in	ADP
american_scientific_journal-1142	27	17	merit	merit	NOUN
american_scientific_journal-1142	27	18	based	base	VERB
american_scientific_journal-1142	27	19	ascending	ascend	VERB
american_scientific_journal-1142	27	20	orders	order	NOUN
american_scientific_journal-1142	27	21	by	by	ADP
american_scientific_journal-1142	27	22	price	price	NOUN
american_scientific_journal-1142	27	23	.	.	PUNCT
american_scientific_journal-1142	28	1	the	the	DET
american_scientific_journal-1142	28	2	day	day	NOUN
american_scientific_journal-1142	28	3	-	-	PUNCT
american_scientific_journal-1142	28	4	ahead	ahead	NOUN
american_scientific_journal-1142	28	5	price	price	NOUN
american_scientific_journal-1142	28	6	for	for	ADP
american_scientific_journal-1142	28	7	each	each	DET
american_scientific_journal-1142	28	8	hour	hour	NOUN
american_scientific_journal-1142	28	9	is	be	AUX
american_scientific_journal-1142	28	10	determined	determine	VERB
american_scientific_journal-1142	28	11	at	at	ADP
american_scientific_journal-1142	28	12	the	the	DET
american_scientific_journal-1142	28	13	point	point	NOUN
american_scientific_journal-1142	28	14	where	where	SCONJ
american_scientific_journal-1142	28	15	the	the	DET
american_scientific_journal-1142	28	16	cumulative	cumulative	ADJ
american_scientific_journal-1142	28	17	hourly	hourly	ADJ
american_scientific_journal-1142	28	18	generation	generation	NOUN
american_scientific_journal-1142	28	19	offers	offer	NOUN
american_scientific_journal-1142	28	20	meet	meet	NOUN
american_scientific_journal-1142	28	21	forecasted	forecast	VERB
american_scientific_journal-1142	28	22	hourly	hourly	ADJ
american_scientific_journal-1142	28	23	electricity	electricity	NOUN
american_scientific_journal-1142	28	24	demand	demand	NOUN
american_scientific_journal-1142	28	25	.	.	PUNCT
american_scientific_journal-1142	29	1	the	the	DET
american_scientific_journal-1142	29	2	latest	late	ADJ
american_scientific_journal-1142	29	3	offer	offer	NOUN
american_scientific_journal-1142	29	4	price	price	NOUN
american_scientific_journal-1142	29	5	is	be	AUX
american_scientific_journal-1142	29	6	accepted	accept	VERB
american_scientific_journal-1142	29	7	as	as	ADP
american_scientific_journal-1142	29	8	the	the	DET
american_scientific_journal-1142	29	9	final	final	ADJ
american_scientific_journal-1142	29	10	price	price	NOUN
american_scientific_journal-1142	29	11	and	and	CCONJ
american_scientific_journal-1142	29	12	announced	announce	VERB
american_scientific_journal-1142	29	13	as	as	ADP
american_scientific_journal-1142	29	14	the	the	DET
american_scientific_journal-1142	29	15	system	system	NOUN
american_scientific_journal-1142	29	16	day	day	NOUN
american_scientific_journal-1142	29	17	-	-	PUNCT
american_scientific_journal-1142	29	18	ahead	ahead	NOUN
american_scientific_journal-1142	29	19	price	price	NOUN
american_scientific_journal-1142	29	20	for	for	ADP
american_scientific_journal-1142	29	21	that	that	DET
american_scientific_journal-1142	29	22	hour	hour	NOUN
american_scientific_journal-1142	29	23	.	.	PUNCT
american_scientific_journal-1142	30	1	the	the	DET
american_scientific_journal-1142	30	2	process	process	NOUN
american_scientific_journal-1142	30	3	is	be	AUX
american_scientific_journal-1142	30	4	repeated	repeat	VERB
american_scientific_journal-1142	30	5	for	for	ADP
american_scientific_journal-1142	30	6	every	every	DET
american_scientific_journal-1142	30	7	hour	hour	NOUN
american_scientific_journal-1142	30	8	and	and	CCONJ
american_scientific_journal-1142	30	9	participants	participant	NOUN
american_scientific_journal-1142	30	10	are	be	AUX
american_scientific_journal-1142	30	11	informed	inform	VERB
american_scientific_journal-1142	30	12	for	for	ADP
american_scientific_journal-1142	30	13	conclusive	conclusive	ADJ
american_scientific_journal-1142	30	14	day	day	NOUN
american_scientific_journal-1142	30	15	-	-	PUNCT
american_scientific_journal-1142	30	16	ahead	ahead	NOUN
american_scientific_journal-1142	30	17	generation	generation	NOUN
american_scientific_journal-1142	30	18	schedules	schedule	NOUN
american_scientific_journal-1142	30	19	and	and	CCONJ
american_scientific_journal-1142	30	20	final	final	ADJ
american_scientific_journal-1142	30	21	market	market	NOUN
american_scientific_journal-1142	30	22	prices	price	NOUN
american_scientific_journal-1142	30	23	.	.	PUNCT
american_scientific_journal-1142	31	1	note	note	VERB
american_scientific_journal-1142	31	2	that	that	SCONJ
american_scientific_journal-1142	31	3	in	in	ADP
american_scientific_journal-1142	31	4	this	this	DET
american_scientific_journal-1142	31	5	process	process	NOUN
american_scientific_journal-1142	31	6	load	load	NOUN
american_scientific_journal-1142	31	7	planning	planning	NOUN
american_scientific_journal-1142	31	8	is	be	AUX
american_scientific_journal-1142	31	9	carried	carry	VERB
american_scientific_journal-1142	31	10	out	out	ADP
american_scientific_journal-1142	31	11	for	for	ADP
american_scientific_journal-1142	31	12	real	real	ADJ
american_scientific_journal-1142	31	13	time	time	NOUN
american_scientific_journal-1142	31	14	demand	demand	NOUN
american_scientific_journal-1142	31	15	and	and	CCONJ
american_scientific_journal-1142	31	16	sudden	sudden	ADJ
american_scientific_journal-1142	31	17	load	load	NOUN
american_scientific_journal-1142	31	18	decreases	decrease	NOUN
american_scientific_journal-1142	31	19	or	or	CCONJ
american_scientific_journal-1142	31	20	increases	increase	NOUN
american_scientific_journal-1142	31	21	on	on	ADP
american_scientific_journal-1142	31	22	transmission	transmission	NOUN
american_scientific_journal-1142	31	23	and	and	CCONJ
american_scientific_journal-1142	31	24	distribution	distribution	NOUN
american_scientific_journal-1142	31	25	lines	line	NOUN
american_scientific_journal-1142	31	26	are	be	AUX
american_scientific_journal-1142	31	27	managed	manage	VERB
american_scientific_journal-1142	31	28	efficiently	efficiently	ADV
american_scientific_journal-1142	31	29	.	.	PUNCT
american_scientific_journal-1142	32	1	as	as	SCONJ
american_scientific_journal-1142	32	2	it	it	PRON
american_scientific_journal-1142	32	3	is	be	AUX
american_scientific_journal-1142	32	4	not	not	PART
american_scientific_journal-1142	32	5	possible	possible	ADJ
american_scientific_journal-1142	32	6	to	to	PART
american_scientific_journal-1142	32	7	fully	fully	ADV
american_scientific_journal-1142	32	8	estimate	estimate	VERB
american_scientific_journal-1142	32	9	the	the	DET
american_scientific_journal-1142	32	10	deviations	deviation	NOUN
american_scientific_journal-1142	32	11	in	in	ADP
american_scientific_journal-1142	32	12	generation	generation	NOUN
american_scientific_journal-1142	32	13	and	and	CCONJ
american_scientific_journal-1142	32	14	demand	demand	NOUN
american_scientific_journal-1142	32	15	in	in	ADP
american_scientific_journal-1142	32	16	a	a	DET
american_scientific_journal-1142	32	17	typical	typical	ADJ
american_scientific_journal-1142	32	18	day	day	NOUN
american_scientific_journal-1142	32	19	,	,	PUNCT
american_scientific_journal-1142	32	20	deviations	deviation	NOUN
american_scientific_journal-1142	32	21	in	in	ADP
american_scientific_journal-1142	32	22	demand	demand	NOUN
american_scientific_journal-1142	32	23	and	and	CCONJ
american_scientific_journal-1142	32	24	generation	generation	NOUN
american_scientific_journal-1142	32	25	levels	level	NOUN
american_scientific_journal-1142	32	26	are	be	AUX
american_scientific_journal-1142	32	27	expected	expect	VERB
american_scientific_journal-1142	32	28	and	and	CCONJ
american_scientific_journal-1142	32	29	they	they	PRON
american_scientific_journal-1142	32	30	have	have	VERB
american_scientific_journal-1142	32	31	to	to	PART
american_scientific_journal-1142	32	32	be	be	AUX
american_scientific_journal-1142	32	33	managed	manage	VERB
american_scientific_journal-1142	32	34	well	well	ADV
american_scientific_journal-1142	32	35	.	.	PUNCT
american_scientific_journal-1142	33	1	the	the	DET
american_scientific_journal-1142	33	2	balancing	balance	VERB
american_scientific_journal-1142	33	3	market	market	NOUN
american_scientific_journal-1142	33	4	aims	aim	VERB
american_scientific_journal-1142	33	5	to	to	PART
american_scientific_journal-1142	33	6	overcome	overcome	VERB
american_scientific_journal-1142	33	7	such	such	ADJ
american_scientific_journal-1142	33	8	unexpected	unexpected	ADJ
american_scientific_journal-1142	33	9	circumstances	circumstance	NOUN
american_scientific_journal-1142	33	10	in	in	ADP
american_scientific_journal-1142	33	11	both	both	DET
american_scientific_journal-1142	33	12	demand	demand	NOUN
american_scientific_journal-1142	33	13	and	and	CCONJ
american_scientific_journal-1142	33	14	generation	generation	NOUN
american_scientific_journal-1142	33	15	.	.	PUNCT
american_scientific_journal-1142	34	1	the	the	DET
american_scientific_journal-1142	34	2	balancing	balance	VERB
american_scientific_journal-1142	34	3	market	market	NOUN
american_scientific_journal-1142	34	4	starts	start	VERB
american_scientific_journal-1142	34	5	once	once	ADV
american_scientific_journal-1142	34	6	the	the	DET
american_scientific_journal-1142	34	7	day	day	NOUN
american_scientific_journal-1142	34	8	-	-	PUNCT
american_scientific_journal-1142	34	9	ahead	ahead	NOUN
american_scientific_journal-1142	34	10	market	market	NOUN
american_scientific_journal-1142	34	11	process	process	NOUN
american_scientific_journal-1142	34	12	is	be	AUX
american_scientific_journal-1142	34	13	finalized	finalize	VERB
american_scientific_journal-1142	34	14	and	and	CCONJ
american_scientific_journal-1142	34	15	the	the	DET
american_scientific_journal-1142	34	16	schedule	schedule	NOUN
american_scientific_journal-1142	34	17	is	be	AUX
american_scientific_journal-1142	34	18	announced	announce	VERB
american_scientific_journal-1142	34	19	.	.	PUNCT
american_scientific_journal-1142	35	1	the	the	DET
american_scientific_journal-1142	35	2	success	success	NOUN
american_scientific_journal-1142	35	3	of	of	ADP
american_scientific_journal-1142	35	4	the	the	DET
american_scientific_journal-1142	35	5	markets	market	NOUN
american_scientific_journal-1142	35	6	aforementioned	aforementione	VERB
american_scientific_journal-1142	35	7	above	above	ADV
american_scientific_journal-1142	35	8	is	be	AUX
american_scientific_journal-1142	35	9	highly	highly	ADV
american_scientific_journal-1142	35	10	related	related	ADJ
american_scientific_journal-1142	35	11	to	to	ADP
american_scientific_journal-1142	35	12	the	the	DET
american_scientific_journal-1142	35	13	demand	demand	NOUN
american_scientific_journal-1142	35	14	accuracy	accuracy	NOUN
american_scientific_journal-1142	35	15	and	and	CCONJ
american_scientific_journal-1142	35	16	the	the	DET
american_scientific_journal-1142	35	17	demand	demand	NOUN
american_scientific_journal-1142	35	18	forecast	forecast	NOUN
american_scientific_journal-1142	35	19	plays	play	VERB
american_scientific_journal-1142	35	20	an	an	DET
american_scientific_journal-1142	35	21	important	important	ADJ
american_scientific_journal-1142	35	22	role	role	NOUN
american_scientific_journal-1142	35	23	in	in	ADP
american_scientific_journal-1142	35	24	generation	generation	NOUN
american_scientific_journal-1142	35	25	schedule	schedule	NOUN
american_scientific_journal-1142	35	26	,	,	PUNCT
american_scientific_journal-1142	35	27	market	market	NOUN
american_scientific_journal-1142	35	28	price	price	NOUN
american_scientific_journal-1142	35	29	determination	determination	NOUN
american_scientific_journal-1142	35	30	and	and	CCONJ
american_scientific_journal-1142	35	31	transmission	transmission	NOUN
american_scientific_journal-1142	35	32	planning	planning	NOUN
american_scientific_journal-1142	35	33	.	.	PUNCT
american_scientific_journal-1142	36	1	forecast	forecast	NOUN
american_scientific_journal-1142	36	2	accuracy	accuracy	NOUN
american_scientific_journal-1142	36	3	affects	affect	VERB
american_scientific_journal-1142	36	4	the	the	DET
american_scientific_journal-1142	36	5	profit	profit	NOUN
american_scientific_journal-1142	36	6	of	of	ADP
american_scientific_journal-1142	36	7	the	the	DET
american_scientific_journal-1142	36	8	market	market	NOUN
american_scientific_journal-1142	36	9	participants	participant	NOUN
american_scientific_journal-1142	36	10	and	and	CCONJ
american_scientific_journal-1142	36	11	effective	effective	ADJ
american_scientific_journal-1142	36	12	usage	usage	NOUN
american_scientific_journal-1142	36	13	of	of	ADP
american_scientific_journal-1142	36	14	generation	generation	NOUN
american_scientific_journal-1142	36	15	plants	plant	NOUN
american_scientific_journal-1142	36	16	,	,	PUNCT
american_scientific_journal-1142	36	17	transmission	transmission	NOUN
american_scientific_journal-1142	36	18	and	and	CCONJ
american_scientific_journal-1142	36	19	distribution	distribution	NOUN
american_scientific_journal-1142	36	20	systems	system	NOUN
american_scientific_journal-1142	36	21	.	.	PUNCT
american_scientific_journal-1142	37	1	in	in	ADP
american_scientific_journal-1142	37	2	literature	literature	NOUN
american_scientific_journal-1142	37	3	,	,	PUNCT
american_scientific_journal-1142	37	4	there	there	PRON
american_scientific_journal-1142	37	5	are	be	VERB
american_scientific_journal-1142	37	6	a	a	DET
american_scientific_journal-1142	37	7	number	number	NOUN
american_scientific_journal-1142	37	8	of	of	ADP
american_scientific_journal-1142	37	9	studies	study	NOUN
american_scientific_journal-1142	37	10	on	on	ADP
american_scientific_journal-1142	37	11	the	the	DET
american_scientific_journal-1142	37	12	development	development	NOUN
american_scientific_journal-1142	37	13	of	of	ADP
american_scientific_journal-1142	37	14	models	model	NOUN
american_scientific_journal-1142	37	15	for	for	ADP
american_scientific_journal-1142	37	16	accurate	accurate	ADJ
american_scientific_journal-1142	37	17	electricity	electricity	NOUN
american_scientific_journal-1142	37	18	forecast	forecast	NOUN
american_scientific_journal-1142	37	19	.	.	PUNCT
american_scientific_journal-1142	38	1	for	for	ADP
american_scientific_journal-1142	38	2	example	example	NOUN
american_scientific_journal-1142	38	3	,	,	PUNCT
american_scientific_journal-1142	38	4	larsen	larsen	PROPN
american_scientific_journal-1142	38	5	and	and	CCONJ
american_scientific_journal-1142	38	6	dyner	dyner	NOUN
american_scientific_journal-1142	38	7	,	,	PUNCT
american_scientific_journal-1142	38	8	present	present	VERB
american_scientific_journal-1142	38	9	an	an	DET
american_scientific_journal-1142	38	10	analysis	analysis	NOUN
american_scientific_journal-1142	38	11	for	for	ADP
american_scientific_journal-1142	38	12	the	the	DET
american_scientific_journal-1142	38	13	liberalization	liberalization	NOUN
american_scientific_journal-1142	38	14	of	of	ADP
american_scientific_journal-1142	38	15	electricity	electricity	NOUN
american_scientific_journal-1142	38	16	markets	market	NOUN
american_scientific_journal-1142	38	17	and	and	CCONJ
american_scientific_journal-1142	38	18	discuss	discuss	VERB
american_scientific_journal-1142	38	19	the	the	DET
american_scientific_journal-1142	38	20	usability	usability	NOUN
american_scientific_journal-1142	38	21	of	of	ADP
american_scientific_journal-1142	38	22	agent	agent	NOUN
american_scientific_journal-1142	38	23	modelling	modelling	NOUN
american_scientific_journal-1142	38	24	,	,	PUNCT
american_scientific_journal-1142	38	25	simulation	simulation	NOUN
american_scientific_journal-1142	38	26	,	,	PUNCT
american_scientific_journal-1142	38	27	game	game	NOUN
american_scientific_journal-1142	38	28	theory	theory	NOUN
american_scientific_journal-1142	38	29	and	and	CCONJ
american_scientific_journal-1142	38	30	risk	risk	NOUN
american_scientific_journal-1142	38	31	management	management	NOUN
american_scientific_journal-1142	38	32	88	88	NUM
american_scientific_journal-1142	38	33	american	american	ADJ
american_scientific_journal-1142	38	34	scientific	scientific	ADJ
american_scientific_journal-1142	38	35	research	research	NOUN
american_scientific_journal-1142	38	36	journal	journal	NOUN
american_scientific_journal-1142	38	37	for	for	ADP
american_scientific_journal-1142	38	38	engineering	engineering	NOUN
american_scientific_journal-1142	38	39	,	,	PUNCT
american_scientific_journal-1142	38	40	technology	technology	NOUN
american_scientific_journal-1142	38	41	,	,	PUNCT
american_scientific_journal-1142	38	42	and	and	CCONJ
american_scientific_journal-1142	38	43	sciences	science	NOUN
american_scientific_journal-1142	38	44	(	(	PUNCT
american_scientific_journal-1142	38	45	asrjets	asrjet	NOUN
american_scientific_journal-1142	38	46	)	)	PUNCT
american_scientific_journal-1142	38	47	(	(	PUNCT
american_scientific_journal-1142	38	48	2015	2015	NUM
american_scientific_journal-1142	38	49	)	)	PUNCT
american_scientific_journal-1142	38	50	volume	volume	NOUN
american_scientific_journal-1142	38	51	14	14	NUM
american_scientific_journal-1142	38	52	,	,	PUNCT
american_scientific_journal-1142	38	53	no	no	DET
american_scientific_journal-1142	38	54	3	3	NUM
american_scientific_journal-1142	38	55	,	,	PUNCT
american_scientific_journal-1142	38	56	pp	pp	ADV
american_scientific_journal-1142	38	57	87	87	NUM
american_scientific_journal-1142	38	58	-	-	SYM
american_scientific_journal-1142	38	59	94	94	NUM
american_scientific_journal-1142	38	60	for	for	ADP
american_scientific_journal-1142	38	61	the	the	DET
american_scientific_journal-1142	38	62	electricity	electricity	NOUN
american_scientific_journal-1142	38	63	markets	market	NOUN
american_scientific_journal-1142	38	64	[	[	X
american_scientific_journal-1142	38	65	1	1	NUM
american_scientific_journal-1142	38	66	]	]	PUNCT
american_scientific_journal-1142	38	67	.	.	PUNCT
american_scientific_journal-1142	39	1	these	these	DET
american_scientific_journal-1142	39	2	methods	method	NOUN
american_scientific_journal-1142	39	3	are	be	AUX
american_scientific_journal-1142	39	4	widely	widely	ADV
american_scientific_journal-1142	39	5	used	use	VERB
american_scientific_journal-1142	39	6	for	for	ADP
american_scientific_journal-1142	39	7	the	the	DET
american_scientific_journal-1142	39	8	load	load	NOUN
american_scientific_journal-1142	39	9	and	and	CCONJ
american_scientific_journal-1142	39	10	demand	demand	NOUN
american_scientific_journal-1142	39	11	forecast	forecast	NOUN
american_scientific_journal-1142	39	12	as	as	SCONJ
american_scientific_journal-1142	39	13	the	the	DET
american_scientific_journal-1142	39	14	load	load	NOUN
american_scientific_journal-1142	39	15	shows	show	VERB
american_scientific_journal-1142	39	16	stochastic	stochastic	ADJ
american_scientific_journal-1142	39	17	characteristics	characteristic	NOUN
american_scientific_journal-1142	39	18	.	.	PUNCT
american_scientific_journal-1142	40	1	another	another	DET
american_scientific_journal-1142	40	2	approach	approach	NOUN
american_scientific_journal-1142	40	3	is	be	AUX
american_scientific_journal-1142	40	4	to	to	PART
american_scientific_journal-1142	40	5	use	use	VERB
american_scientific_journal-1142	40	6	box	box	NOUN
american_scientific_journal-1142	40	7	-	-	PUNCT
american_scientific_journal-1142	40	8	jenkins	jenkin	NOUN
american_scientific_journal-1142	40	9	models	model	NOUN
american_scientific_journal-1142	40	10	for	for	ADP
american_scientific_journal-1142	40	11	the	the	DET
american_scientific_journal-1142	40	12	daily	daily	ADJ
american_scientific_journal-1142	40	13	,	,	PUNCT
american_scientific_journal-1142	40	14	weekly	weekly	ADJ
american_scientific_journal-1142	40	15	and	and	CCONJ
american_scientific_journal-1142	40	16	annual	annual	ADJ
american_scientific_journal-1142	40	17	demand	demand	NOUN
american_scientific_journal-1142	40	18	forecasting	forecasting	NOUN
american_scientific_journal-1142	40	19	[	[	X
american_scientific_journal-1142	40	20	2	2	NUM
american_scientific_journal-1142	40	21	]	]	PUNCT
american_scientific_journal-1142	40	22	.	.	PUNCT
american_scientific_journal-1142	41	1	in	in	ADP
american_scientific_journal-1142	41	2	the	the	DET
american_scientific_journal-1142	41	3	present	present	ADJ
american_scientific_journal-1142	41	4	work	work	NOUN
american_scientific_journal-1142	41	5	,	,	PUNCT
american_scientific_journal-1142	41	6	we	we	PRON
american_scientific_journal-1142	41	7	will	will	AUX
american_scientific_journal-1142	41	8	use	use	VERB
american_scientific_journal-1142	41	9	a	a	DET
american_scientific_journal-1142	41	10	fourier	fourier	NOUN
american_scientific_journal-1142	41	11	series	series	NOUN
american_scientific_journal-1142	41	12	expansion	expansion	NOUN
american_scientific_journal-1142	41	13	taking	take	VERB
american_scientific_journal-1142	41	14	into	into	ADP
american_scientific_journal-1142	41	15	account	account	NOUN
american_scientific_journal-1142	41	16	daily	daily	ADJ
american_scientific_journal-1142	41	17	and	and	CCONJ
american_scientific_journal-1142	41	18	weekly	weekly	ADJ
american_scientific_journal-1142	41	19	variations	variation	NOUN
american_scientific_journal-1142	41	20	and	and	CCONJ
american_scientific_journal-1142	41	21	we	we	PRON
american_scientific_journal-1142	41	22	modulate	modulate	VERB
american_scientific_journal-1142	41	23	them	they	PRON
american_scientific_journal-1142	41	24	by	by	ADP
american_scientific_journal-1142	41	25	seasonal	seasonal	ADJ
american_scientific_journal-1142	41	26	variations	variation	NOUN
american_scientific_journal-1142	41	27	in	in	ADP
american_scientific_journal-1142	41	28	order	order	NOUN
american_scientific_journal-1142	41	29	to	to	PART
american_scientific_journal-1142	41	30	take	take	VERB
american_scientific_journal-1142	41	31	into	into	ADP
american_scientific_journal-1142	41	32	account	account	NOUN
american_scientific_journal-1142	41	33	seasonal	seasonal	ADJ
american_scientific_journal-1142	41	34	effects	effect	NOUN
american_scientific_journal-1142	41	35	.	.	PUNCT
american_scientific_journal-1142	42	1	the	the	DET
american_scientific_journal-1142	42	2	novelty	novelty	NOUN
american_scientific_journal-1142	42	3	of	of	ADP
american_scientific_journal-1142	42	4	our	our	PRON
american_scientific_journal-1142	42	5	approach	approach	NOUN
american_scientific_journal-1142	42	6	is	be	AUX
american_scientific_journal-1142	42	7	to	to	PART
american_scientific_journal-1142	42	8	use	use	VERB
american_scientific_journal-1142	42	9	modulation	modulation	NOUN
american_scientific_journal-1142	42	10	by	by	ADP
american_scientific_journal-1142	42	11	seasonal	seasonal	ADJ
american_scientific_journal-1142	42	12	variations	variation	NOUN
american_scientific_journal-1142	42	13	for	for	ADP
american_scientific_journal-1142	42	14	taking	take	VERB
american_scientific_journal-1142	42	15	into	into	ADP
american_scientific_journal-1142	42	16	account	account	NOUN
american_scientific_journal-1142	42	17	variable	variable	ADJ
american_scientific_journal-1142	42	18	amplitude	amplitude	NOUN
american_scientific_journal-1142	42	19	variations	variation	NOUN
american_scientific_journal-1142	42	20	in	in	ADP
american_scientific_journal-1142	42	21	different	different	ADJ
american_scientific_journal-1142	42	22	times	time	NOUN
american_scientific_journal-1142	42	23	of	of	ADP
american_scientific_journal-1142	42	24	a	a	DET
american_scientific_journal-1142	42	25	year	year	NOUN
american_scientific_journal-1142	42	26	.	.	PUNCT
american_scientific_journal-1142	43	1	one	one	NUM
american_scientific_journal-1142	43	2	of	of	ADP
american_scientific_journal-1142	43	3	our	our	PRON
american_scientific_journal-1142	43	4	crucial	crucial	ADJ
american_scientific_journal-1142	43	5	observations	observation	NOUN
american_scientific_journal-1142	43	6	is	be	AUX
american_scientific_journal-1142	43	7	the	the	DET
american_scientific_journal-1142	43	8	low	low	ADJ
american_scientific_journal-1142	43	9	demand	demand	NOUN
american_scientific_journal-1142	43	10	during	during	ADP
american_scientific_journal-1142	43	11	religious	religious	ADJ
american_scientific_journal-1142	43	12	holidays	holiday	NOUN
american_scientific_journal-1142	43	13	.	.	PUNCT
american_scientific_journal-1142	44	1	this	this	DET
american_scientific_journal-1142	44	2	problem	problem	NOUN
american_scientific_journal-1142	44	3	has	have	AUX
american_scientific_journal-1142	44	4	been	be	AUX
american_scientific_journal-1142	44	5	taken	take	VERB
american_scientific_journal-1142	44	6	into	into	ADP
american_scientific_journal-1142	44	7	account	account	NOUN
american_scientific_journal-1142	44	8	by	by	ADP
american_scientific_journal-1142	44	9	braubacher	braubacher	NOUN
american_scientific_journal-1142	44	10	and	and	CCONJ
american_scientific_journal-1142	44	11	wilson	wilson	PROPN
american_scientific_journal-1142	45	1	[	[	X
american_scientific_journal-1142	45	2	3	3	NUM
american_scientific_journal-1142	45	3	]	]	PUNCT
american_scientific_journal-1142	45	4	,	,	PUNCT
american_scientific_journal-1142	45	5	who	who	PRON
american_scientific_journal-1142	45	6	replaced	replace	VERB
american_scientific_journal-1142	45	7	the	the	DET
american_scientific_journal-1142	45	8	demand	demand	NOUN
american_scientific_journal-1142	45	9	during	during	ADP
american_scientific_journal-1142	45	10	irregular	irregular	ADJ
american_scientific_journal-1142	45	11	holidays	holiday	NOUN
american_scientific_journal-1142	45	12	by	by	ADP
american_scientific_journal-1142	45	13	the	the	DET
american_scientific_journal-1142	45	14	interpolation	interpolation	NOUN
american_scientific_journal-1142	45	15	of	of	ADP
american_scientific_journal-1142	45	16	demands	demand	NOUN
american_scientific_journal-1142	45	17	in	in	ADP
american_scientific_journal-1142	45	18	before	before	ADP
american_scientific_journal-1142	45	19	and	and	CCONJ
american_scientific_journal-1142	45	20	after	after	ADP
american_scientific_journal-1142	45	21	these	these	DET
american_scientific_journal-1142	45	22	periods	period	NOUN
american_scientific_journal-1142	45	23	.	.	PUNCT
american_scientific_journal-1142	46	1	in	in	ADP
american_scientific_journal-1142	46	2	our	our	PRON
american_scientific_journal-1142	46	3	work	work	NOUN
american_scientific_journal-1142	46	4	,	,	PUNCT
american_scientific_journal-1142	46	5	we	we	PRON
american_scientific_journal-1142	46	6	did	do	AUX
american_scientific_journal-1142	46	7	n’t	not	PART
american_scientific_journal-1142	46	8	exclude	exclude	VERB
american_scientific_journal-1142	46	9	or	or	CCONJ
american_scientific_journal-1142	46	10	modify	modify	VERB
american_scientific_journal-1142	46	11	these	these	DET
american_scientific_journal-1142	46	12	exceptional	exceptional	ADJ
american_scientific_journal-1142	46	13	days	day	NOUN
american_scientific_journal-1142	46	14	;	;	PUNCT
american_scientific_journal-1142	46	15	for	for	ADP
american_scientific_journal-1142	46	16	future	future	ADJ
american_scientific_journal-1142	46	17	work	work	NOUN
american_scientific_journal-1142	46	18	we	we	PRON
american_scientific_journal-1142	46	19	are	be	AUX
american_scientific_journal-1142	46	20	planning	plan	VERB
american_scientific_journal-1142	46	21	to	to	PART
american_scientific_journal-1142	46	22	use	use	VERB
american_scientific_journal-1142	46	23	the	the	DET
american_scientific_journal-1142	46	24	demand	demand	NOUN
american_scientific_journal-1142	46	25	during	during	ADP
american_scientific_journal-1142	46	26	holidays	holiday	NOUN
american_scientific_journal-1142	46	27	as	as	ADP
american_scientific_journal-1142	46	28	a	a	DET
american_scientific_journal-1142	46	29	baseline	baseline	NOUN
american_scientific_journal-1142	46	30	for	for	ADP
american_scientific_journal-1142	46	31	household	household	NOUN
american_scientific_journal-1142	46	32	electricity	electricity	NOUN
american_scientific_journal-1142	46	33	demand	demand	NOUN
american_scientific_journal-1142	46	34	to	to	PART
american_scientific_journal-1142	46	35	estimate	estimate	VERB
american_scientific_journal-1142	46	36	of	of	ADP
american_scientific_journal-1142	46	37	the	the	DET
american_scientific_journal-1142	46	38	percentage	percentage	NOUN
american_scientific_journal-1142	46	39	of	of	ADP
american_scientific_journal-1142	46	40	industrial	industrial	ADJ
american_scientific_journal-1142	46	41	electricity	electricity	NOUN
american_scientific_journal-1142	46	42	consumption	consumption	NOUN
american_scientific_journal-1142	46	43	from	from	ADP
american_scientific_journal-1142	46	44	this	this	DET
american_scientific_journal-1142	46	45	data	datum	NOUN
american_scientific_journal-1142	46	46	.	.	PUNCT
american_scientific_journal-1142	47	1	deviations	deviation	NOUN
american_scientific_journal-1142	47	2	from	from	ADP
american_scientific_journal-1142	47	3	comfortable	comfortable	ADJ
american_scientific_journal-1142	47	4	temperatures	temperature	NOUN
american_scientific_journal-1142	47	5	are	be	AUX
american_scientific_journal-1142	47	6	also	also	ADV
american_scientific_journal-1142	47	7	considered	consider	VERB
american_scientific_journal-1142	47	8	to	to	PART
american_scientific_journal-1142	47	9	have	have	VERB
american_scientific_journal-1142	47	10	an	an	DET
american_scientific_journal-1142	47	11	impact	impact	NOUN
american_scientific_journal-1142	47	12	on	on	ADP
american_scientific_journal-1142	47	13	the	the	DET
american_scientific_journal-1142	47	14	electricity	electricity	NOUN
american_scientific_journal-1142	47	15	consumption	consumption	NOUN
american_scientific_journal-1142	48	1	[	[	X
american_scientific_journal-1142	48	2	4	4	NUM
american_scientific_journal-1142	48	3	]	]	PUNCT
american_scientific_journal-1142	48	4	.	.	PUNCT
american_scientific_journal-1142	49	1	these	these	DET
american_scientific_journal-1142	49	2	effects	effect	NOUN
american_scientific_journal-1142	49	3	are	be	AUX
american_scientific_journal-1142	49	4	taken	take	VERB
american_scientific_journal-1142	49	5	into	into	ADP
american_scientific_journal-1142	49	6	account	account	NOUN
american_scientific_journal-1142	49	7	by	by	ADP
american_scientific_journal-1142	49	8	toker	toker	NOUN
american_scientific_journal-1142	49	9	and	and	CCONJ
american_scientific_journal-1142	49	10	korkmaz	korkmaz	NOUN
american_scientific_journal-1142	49	11	who	who	PRON
american_scientific_journal-1142	49	12	use	use	VERB
american_scientific_journal-1142	49	13	artificial	artificial	ADJ
american_scientific_journal-1142	49	14	neural	neural	ADJ
american_scientific_journal-1142	49	15	networks	network	NOUN
american_scientific_journal-1142	49	16	(	(	PUNCT
american_scientific_journal-1142	49	17	ann	ann	PROPN
american_scientific_journal-1142	49	18	)	)	PUNCT
american_scientific_journal-1142	49	19	and	and	CCONJ
american_scientific_journal-1142	49	20	advanced	advanced	ADJ
american_scientific_journal-1142	49	21	signal	signal	NOUN
american_scientific_journal-1142	49	22	method	method	NOUN
american_scientific_journal-1142	49	23	to	to	PART
american_scientific_journal-1142	49	24	forecast	forecast	VERB
american_scientific_journal-1142	49	25	the	the	DET
american_scientific_journal-1142	49	26	short	short	ADJ
american_scientific_journal-1142	49	27	term	term	NOUN
american_scientific_journal-1142	49	28	and	and	CCONJ
american_scientific_journal-1142	49	29	hourly	hourly	ADJ
american_scientific_journal-1142	49	30	electricity	electricity	NOUN
american_scientific_journal-1142	49	31	demand	demand	NOUN
american_scientific_journal-1142	49	32	in	in	ADP
american_scientific_journal-1142	49	33	turkey	turkey	NOUN
american_scientific_journal-1142	50	1	[	[	X
american_scientific_journal-1142	50	2	5	5	NUM
american_scientific_journal-1142	50	3	]	]	PUNCT
american_scientific_journal-1142	50	4	.	.	PUNCT
american_scientific_journal-1142	51	1	they	they	PRON
american_scientific_journal-1142	51	2	improve	improve	VERB
american_scientific_journal-1142	51	3	arima	arima	NOUN
american_scientific_journal-1142	51	4	and	and	CCONJ
american_scientific_journal-1142	51	5	fft	fft	NOUN
american_scientific_journal-1142	51	6	models	model	NOUN
american_scientific_journal-1142	51	7	by	by	ADP
american_scientific_journal-1142	51	8	including	include	VERB
american_scientific_journal-1142	51	9	weather	weather	NOUN
american_scientific_journal-1142	51	10	conditions	condition	NOUN
american_scientific_journal-1142	51	11	and	and	CCONJ
american_scientific_journal-1142	51	12	holiday	holiday	NOUN
american_scientific_journal-1142	51	13	effects	effect	NOUN
american_scientific_journal-1142	51	14	.	.	PUNCT
american_scientific_journal-1142	52	1	also	also	ADV
american_scientific_journal-1142	52	2	,	,	PUNCT
american_scientific_journal-1142	52	3	in	in	ADP
american_scientific_journal-1142	52	4	[	[	PUNCT
american_scientific_journal-1142	52	5	6	6	NUM
american_scientific_journal-1142	52	6	]	]	PUNCT
american_scientific_journal-1142	52	7	,	,	PUNCT
american_scientific_journal-1142	52	8	taylor	taylor	PROPN
american_scientific_journal-1142	52	9	works	work	VERB
american_scientific_journal-1142	52	10	on	on	ADP
american_scientific_journal-1142	52	11	weather	weather	NOUN
american_scientific_journal-1142	52	12	effects	effect	NOUN
american_scientific_journal-1142	52	13	on	on	ADP
american_scientific_journal-1142	52	14	electricity	electricity	NOUN
american_scientific_journal-1142	52	15	demand	demand	NOUN
american_scientific_journal-1142	52	16	by	by	ADP
american_scientific_journal-1142	52	17	using	use	VERB
american_scientific_journal-1142	52	18	various	various	ADJ
american_scientific_journal-1142	52	19	weather	weather	NOUN
american_scientific_journal-1142	52	20	scenarios	scenario	NOUN
american_scientific_journal-1142	52	21	and	and	CCONJ
american_scientific_journal-1142	52	22	conditions	condition	NOUN
american_scientific_journal-1142	52	23	to	to	PART
american_scientific_journal-1142	52	24	forecast	forecast	VERB
american_scientific_journal-1142	52	25	short	short	ADJ
american_scientific_journal-1142	52	26	term	term	NOUN
american_scientific_journal-1142	52	27	electricity	electricity	NOUN
american_scientific_journal-1142	52	28	demand	demand	NOUN
american_scientific_journal-1142	52	29	starting	start	VERB
american_scientific_journal-1142	52	30	from	from	ADP
american_scientific_journal-1142	52	31	next	next	ADJ
american_scientific_journal-1142	52	32	day	day	NOUN
american_scientific_journal-1142	52	33	to	to	ADP
american_scientific_journal-1142	52	34	tenth	tenth	ADJ
american_scientific_journal-1142	52	35	day	day	NOUN
american_scientific_journal-1142	52	36	.	.	PUNCT
american_scientific_journal-1142	53	1	in	in	ADP
american_scientific_journal-1142	53	2	our	our	PRON
american_scientific_journal-1142	53	3	model	model	NOUN
american_scientific_journal-1142	53	4	,	,	PUNCT
american_scientific_journal-1142	53	5	we	we	PRON
american_scientific_journal-1142	53	6	have	have	AUX
american_scientific_journal-1142	53	7	seen	see	VERB
american_scientific_journal-1142	53	8	that	that	SCONJ
american_scientific_journal-1142	53	9	the	the	DET
american_scientific_journal-1142	53	10	modulation	modulation	NOUN
american_scientific_journal-1142	53	11	by	by	ADP
american_scientific_journal-1142	53	12	seasonal	seasonal	ADJ
american_scientific_journal-1142	53	13	harmonics	harmonic	NOUN
american_scientific_journal-1142	53	14	takes	take	VERB
american_scientific_journal-1142	53	15	into	into	ADP
american_scientific_journal-1142	53	16	account	account	NOUN
american_scientific_journal-1142	53	17	whether	whether	SCONJ
american_scientific_journal-1142	53	18	effects	effect	NOUN
american_scientific_journal-1142	53	19	on	on	ADP
american_scientific_journal-1142	53	20	a	a	DET
american_scientific_journal-1142	53	21	year	year	NOUN
american_scientific_journal-1142	53	22	-	-	PUNCT
american_scientific_journal-1142	53	23	long	long	ADJ
american_scientific_journal-1142	53	24	scale	scale	NOUN
american_scientific_journal-1142	53	25	.	.	PUNCT
american_scientific_journal-1142	54	1	a	a	DET
american_scientific_journal-1142	54	2	preliminary	preliminary	ADJ
american_scientific_journal-1142	54	3	analysis	analysis	NOUN
american_scientific_journal-1142	54	4	that	that	PRON
american_scientific_journal-1142	54	5	included	include	VERB
american_scientific_journal-1142	54	6	deviations	deviation	NOUN
american_scientific_journal-1142	54	7	from	from	ADP
american_scientific_journal-1142	54	8	comfortable	comfortable	ADJ
american_scientific_journal-1142	54	9	temperatures	temperature	NOUN
american_scientific_journal-1142	54	10	showed	show	VERB
american_scientific_journal-1142	54	11	that	that	SCONJ
american_scientific_journal-1142	54	12	the	the	DET
american_scientific_journal-1142	54	13	improvement	improvement	NOUN
american_scientific_journal-1142	54	14	for	for	ADP
american_scientific_journal-1142	54	15	long	long	ADJ
american_scientific_journal-1142	54	16	term	term	NOUN
american_scientific_journal-1142	54	17	prediction	prediction	NOUN
american_scientific_journal-1142	54	18	was	be	AUX
american_scientific_journal-1142	54	19	negligible	negligible	ADJ
american_scientific_journal-1142	54	20	and	and	CCONJ
american_scientific_journal-1142	54	21	we	we	PRON
american_scientific_journal-1142	54	22	postponed	postpone	VERB
american_scientific_journal-1142	54	23	the	the	DET
american_scientific_journal-1142	54	24	incorporation	incorporation	NOUN
american_scientific_journal-1142	54	25	of	of	ADP
american_scientific_journal-1142	54	26	whether	whether	SCONJ
american_scientific_journal-1142	54	27	effects	effect	NOUN
american_scientific_journal-1142	54	28	for	for	ADP
american_scientific_journal-1142	54	29	short	short	ADJ
american_scientific_journal-1142	54	30	term	term	NOUN
american_scientific_journal-1142	54	31	prediction	prediction	NOUN
american_scientific_journal-1142	54	32	to	to	ADP
american_scientific_journal-1142	54	33	a	a	DET
american_scientific_journal-1142	54	34	future	future	ADJ
american_scientific_journal-1142	54	35	work	work	NOUN
american_scientific_journal-1142	54	36	.	.	PUNCT
american_scientific_journal-1142	55	1	in	in	ADP
american_scientific_journal-1142	55	2	section	section	NOUN
american_scientific_journal-1142	55	3	2	2	NUM
american_scientific_journal-1142	55	4	,	,	PUNCT
american_scientific_journal-1142	55	5	we	we	PRON
american_scientific_journal-1142	55	6	present	present	VERB
american_scientific_journal-1142	55	7	an	an	DET
american_scientific_journal-1142	55	8	overview	overview	NOUN
american_scientific_journal-1142	55	9	of	of	ADP
american_scientific_journal-1142	55	10	the	the	DET
american_scientific_journal-1142	55	11	data	datum	NOUN
american_scientific_journal-1142	55	12	and	and	CCONJ
american_scientific_journal-1142	55	13	preliminary	preliminary	ADJ
american_scientific_journal-1142	55	14	data	datum	NOUN
american_scientific_journal-1142	55	15	processing	processing	NOUN
american_scientific_journal-1142	55	16	and	and	CCONJ
american_scientific_journal-1142	55	17	we	we	PRON
american_scientific_journal-1142	55	18	develop	develop	VERB
american_scientific_journal-1142	55	19	a	a	DET
american_scientific_journal-1142	55	20	linear	linear	ADJ
american_scientific_journal-1142	55	21	regression	regression	NOUN
american_scientific_journal-1142	55	22	model	model	NOUN
american_scientific_journal-1142	55	23	using	use	VERB
american_scientific_journal-1142	55	24	low	low	ADJ
american_scientific_journal-1142	55	25	and	and	CCONJ
american_scientific_journal-1142	55	26	high	high	ADJ
american_scientific_journal-1142	55	27	frequency	frequency	NOUN
american_scientific_journal-1142	55	28	harmonics	harmonic	NOUN
american_scientific_journal-1142	55	29	and	and	CCONJ
american_scientific_journal-1142	55	30	their	their	PRON
american_scientific_journal-1142	55	31	interaction	interaction	NOUN
american_scientific_journal-1142	55	32	as	as	ADP
american_scientific_journal-1142	55	33	modulated	modulate	VERB
american_scientific_journal-1142	55	34	waves	wave	NOUN
american_scientific_journal-1142	55	35	.	.	PUNCT
american_scientific_journal-1142	56	1	the	the	DET
american_scientific_journal-1142	56	2	results	result	NOUN
american_scientific_journal-1142	56	3	are	be	AUX
american_scientific_journal-1142	56	4	presented	present	VERB
american_scientific_journal-1142	56	5	in	in	ADP
american_scientific_journal-1142	56	6	section	section	NOUN
american_scientific_journal-1142	56	7	3	3	NUM
american_scientific_journal-1142	56	8	.	.	NOUN
american_scientific_journal-1142	56	9	2	2	NUM
american_scientific_journal-1142	56	10	.	.	X
american_scientific_journal-1142	56	11	materials	material	NOUN
american_scientific_journal-1142	56	12	and	and	CCONJ
american_scientific_journal-1142	56	13	methods	method	NOUN
american_scientific_journal-1142	56	14	2.1	2.1	NUM
american_scientific_journal-1142	56	15	.	.	PUNCT
american_scientific_journal-1142	57	1	data	datum	NOUN
american_scientific_journal-1142	57	2	processing	process	VERB
american_scientific_journal-1142	57	3	the	the	DET
american_scientific_journal-1142	57	4	data	datum	NOUN
american_scientific_journal-1142	57	5	for	for	ADP
american_scientific_journal-1142	57	6	total	total	ADJ
american_scientific_journal-1142	57	7	hourly	hourly	ADJ
american_scientific_journal-1142	57	8	electricity	electricity	NOUN
american_scientific_journal-1142	57	9	demand	demand	NOUN
american_scientific_journal-1142	57	10	of	of	ADP
american_scientific_journal-1142	57	11	turkey	turkey	NOUN
american_scientific_journal-1142	57	12	were	be	AUX
american_scientific_journal-1142	57	13	obtained	obtain	VERB
american_scientific_journal-1142	57	14	from	from	ADP
american_scientific_journal-1142	57	15	pmum	pmum	ADJ
american_scientific_journal-1142	57	16	system	system	NOUN
american_scientific_journal-1142	57	17	for	for	ADP
american_scientific_journal-1142	57	18	the	the	DET
american_scientific_journal-1142	57	19	years	year	NOUN
american_scientific_journal-1142	57	20	20122014	20122014	NUM
american_scientific_journal-1142	57	21	.	.	PUNCT
american_scientific_journal-1142	58	1	this	this	DET
american_scientific_journal-1142	58	2	data	datum	NOUN
american_scientific_journal-1142	58	3	includes	include	VERB
american_scientific_journal-1142	58	4	market	market	NOUN
american_scientific_journal-1142	58	5	prices	price	NOUN
american_scientific_journal-1142	58	6	,	,	PUNCT
american_scientific_journal-1142	58	7	hourly	hourly	ADJ
american_scientific_journal-1142	58	8	imbalances	imbalance	NOUN
american_scientific_journal-1142	58	9	and	and	CCONJ
american_scientific_journal-1142	58	10	other	other	ADJ
american_scientific_journal-1142	58	11	related	related	ADJ
american_scientific_journal-1142	58	12	information	information	NOUN
american_scientific_journal-1142	58	13	but	but	CCONJ
american_scientific_journal-1142	58	14	there	there	PRON
american_scientific_journal-1142	58	15	are	be	VERB
american_scientific_journal-1142	58	16	no	no	DET
american_scientific_journal-1142	58	17	classifications	classification	NOUN
american_scientific_journal-1142	58	18	based	base	VERB
american_scientific_journal-1142	58	19	on	on	ADP
american_scientific_journal-1142	58	20	region	region	NOUN
american_scientific_journal-1142	58	21	or	or	CCONJ
american_scientific_journal-1142	58	22	demand	demand	NOUN
american_scientific_journal-1142	58	23	type	type	NOUN
american_scientific_journal-1142	58	24	.	.	PUNCT
american_scientific_journal-1142	59	1	we	we	PRON
american_scientific_journal-1142	59	2	used	use	VERB
american_scientific_journal-1142	59	3	actual	actual	ADJ
american_scientific_journal-1142	59	4	hourly	hourly	ADJ
american_scientific_journal-1142	59	5	demand	demand	NOUN
american_scientific_journal-1142	59	6	figures	figure	NOUN
american_scientific_journal-1142	59	7	for	for	ADP
american_scientific_journal-1142	59	8	the	the	DET
american_scientific_journal-1142	59	9	daily	daily	ADJ
american_scientific_journal-1142	59	10	generation	generation	NOUN
american_scientific_journal-1142	59	11	plan	plan	NOUN
american_scientific_journal-1142	59	12	provided	provide	VERB
american_scientific_journal-1142	59	13	by	by	ADP
american_scientific_journal-1142	59	14	the	the	DET
american_scientific_journal-1142	59	15	system	system	NOUN
american_scientific_journal-1142	59	16	operator	operator	NOUN
american_scientific_journal-1142	59	17	in	in	ADP
american_scientific_journal-1142	59	18	our	our	PRON
american_scientific_journal-1142	59	19	analysis	analysis	NOUN
american_scientific_journal-1142	59	20	(	(	PUNCT
american_scientific_journal-1142	59	21	http://www.pmum.gov.tr/	http://www.pmum.gov.tr/	NOUN
american_scientific_journal-1142	59	22	)	)	PUNCT
american_scientific_journal-1142	59	23	.	.	PUNCT
american_scientific_journal-1142	60	1	an	an	DET
american_scientific_journal-1142	60	2	overview	overview	NOUN
american_scientific_journal-1142	60	3	of	of	ADP
american_scientific_journal-1142	60	4	the	the	DET
american_scientific_journal-1142	60	5	data	datum	NOUN
american_scientific_journal-1142	60	6	for	for	ADP
american_scientific_journal-1142	60	7	the	the	DET
american_scientific_journal-1142	60	8	years	year	NOUN
american_scientific_journal-1142	60	9	2012	2012	NUM
american_scientific_journal-1142	60	10	-	-	SYM
american_scientific_journal-1142	60	11	2014	2014	NUM
american_scientific_journal-1142	60	12	,	,	PUNCT
american_scientific_journal-1142	60	13	after	after	ADP
american_scientific_journal-1142	60	14	correcting	correct	VERB
american_scientific_journal-1142	60	15	for	for	ADP
american_scientific_journal-1142	60	16	the	the	DET
american_scientific_journal-1142	60	17	daylight	daylight	NOUN
american_scientific_journal-1142	60	18	saving	saving	NOUN
american_scientific_journal-1142	60	19	time	time	NOUN
american_scientific_journal-1142	60	20	by	by	ADP
american_scientific_journal-1142	60	21	linear	linear	ADJ
american_scientific_journal-1142	60	22	interpolation	interpolation	NOUN
american_scientific_journal-1142	60	23	is	be	AUX
american_scientific_journal-1142	60	24	given	give	VERB
american_scientific_journal-1142	60	25	in	in	ADP
american_scientific_journal-1142	60	26	figure	figure	NOUN
american_scientific_journal-1142	60	27	1	1	NUM
american_scientific_journal-1142	60	28	.	.	PUNCT
american_scientific_journal-1142	61	1	demand	demand	NOUN
american_scientific_journal-1142	61	2	data	datum	NOUN
american_scientific_journal-1142	61	3	shows	show	VERB
american_scientific_journal-1142	61	4	a	a	DET
american_scientific_journal-1142	61	5	clear	clear	ADJ
american_scientific_journal-1142	61	6	weekend	weekend	NOUN
american_scientific_journal-1142	61	7	effect	effect	NOUN
american_scientific_journal-1142	61	8	as	as	SCONJ
american_scientific_journal-1142	61	9	shown	show	VERB
american_scientific_journal-1142	61	10	from	from	ADP
american_scientific_journal-1142	61	11	figure	figure	NOUN
american_scientific_journal-1142	61	12	2	2	NUM
american_scientific_journal-1142	61	13	,	,	PUNCT
american_scientific_journal-1142	61	14	that	that	PRON
american_scientific_journal-1142	61	15	presents	present	VERB
american_scientific_journal-1142	61	16	typical	typical	ADJ
american_scientific_journal-1142	61	17	2	2	NUM
american_scientific_journal-1142	61	18	-	-	PUNCT
american_scientific_journal-1142	61	19	week	week	NOUN
american_scientific_journal-1142	61	20	periods	period	NOUN
american_scientific_journal-1142	61	21	for	for	ADP
american_scientific_journal-1142	61	22	winter	winter	NOUN
american_scientific_journal-1142	61	23	and	and	CCONJ
american_scientific_journal-1142	61	24	summer	summer	NOUN
american_scientific_journal-1142	61	25	.	.	PUNCT
american_scientific_journal-1142	62	1	we	we	PRON
american_scientific_journal-1142	62	2	see	see	VERB
american_scientific_journal-1142	62	3	that	that	SCONJ
american_scientific_journal-1142	62	4	the	the	DET
american_scientific_journal-1142	62	5	shapes	shape	NOUN
american_scientific_journal-1142	62	6	of	of	ADP
american_scientific_journal-1142	62	7	the	the	DET
american_scientific_journal-1142	62	8	periodic	periodic	ADJ
american_scientific_journal-1142	62	9	variations	variation	NOUN
american_scientific_journal-1142	62	10	for	for	ADP
american_scientific_journal-1142	62	11	weekdays	weekday	NOUN
american_scientific_journal-1142	62	12	and	and	CCONJ
american_scientific_journal-1142	62	13	for	for	ADP
american_scientific_journal-1142	62	14	the	the	DET
american_scientific_journal-1142	62	15	weekend	weekend	NOUN
american_scientific_journal-1142	62	16	are	be	AUX
american_scientific_journal-1142	62	17	different	different	ADJ
american_scientific_journal-1142	62	18	.	.	PUNCT
american_scientific_journal-1142	63	1	for	for	ADP
american_scientific_journal-1142	63	2	example	example	NOUN
american_scientific_journal-1142	63	3	,	,	PUNCT
american_scientific_journal-1142	63	4	during	during	ADP
american_scientific_journal-1142	63	5	week	week	NOUN
american_scientific_journal-1142	63	6	days	day	NOUN
american_scientific_journal-1142	63	7	,	,	PUNCT
american_scientific_journal-1142	63	8	the	the	DET
american_scientific_journal-1142	63	9	intra	intra	ADJ
american_scientific_journal-1142	63	10	-	-	ADJ
american_scientific_journal-1142	63	11	day	day	ADJ
american_scientific_journal-1142	63	12	peak	peak	NOUN
american_scientific_journal-1142	63	13	is	be	AUX
american_scientific_journal-1142	63	14	in	in	ADP
american_scientific_journal-1142	63	15	the	the	DET
american_scientific_journal-1142	63	16	morning	morning	NOUN
american_scientific_journal-1142	63	17	while	while	SCONJ
american_scientific_journal-1142	63	18	for	for	ADP
american_scientific_journal-1142	63	19	the	the	DET
american_scientific_journal-1142	63	20	weekends	weekend	NOUN
american_scientific_journal-1142	63	21	it	it	PRON
american_scientific_journal-1142	63	22	is	be	AUX
american_scientific_journal-1142	63	23	in	in	ADP
american_scientific_journal-1142	63	24	the	the	DET
american_scientific_journal-1142	63	25	afternoon	afternoon	NOUN
american_scientific_journal-1142	63	26	.	.	PUNCT
american_scientific_journal-1142	64	1	these	these	DET
american_scientific_journal-1142	64	2	differences	difference	NOUN
american_scientific_journal-1142	64	3	are	be	AUX
american_scientific_journal-1142	64	4	expected	expect	VERB
american_scientific_journal-1142	64	5	as	as	SCONJ
american_scientific_journal-1142	64	6	the	the	DET
american_scientific_journal-1142	64	7	habits	habit	NOUN
american_scientific_journal-1142	64	8	of	of	ADP
american_scientific_journal-1142	64	9	the	the	DET
american_scientific_journal-1142	64	10	people	people	NOUN
american_scientific_journal-1142	64	11	are	be	AUX
american_scientific_journal-1142	64	12	different	different	ADJ
american_scientific_journal-1142	64	13	during	during	ADP
american_scientific_journal-1142	64	14	the	the	DET
american_scientific_journal-1142	64	15	weekdays	weekday	NOUN
american_scientific_journal-1142	64	16	and	and	CCONJ
american_scientific_journal-1142	64	17	weekends	weekend	NOUN
american_scientific_journal-1142	64	18	.	.	PUNCT
american_scientific_journal-1142	65	1	a	a	DET
american_scientific_journal-1142	65	2	daily	daily	ADJ
american_scientific_journal-1142	65	3	schedule	schedule	NOUN
american_scientific_journal-1142	65	4	such	such	ADJ
american_scientific_journal-1142	65	5	as	as	ADP
american_scientific_journal-1142	65	6	wake	wake	VERB
american_scientific_journal-1142	65	7	up	up	ADP
american_scientific_journal-1142	65	8	times	time	NOUN
american_scientific_journal-1142	65	9	,	,	PUNCT
american_scientific_journal-1142	65	10	work	work	NOUN
american_scientific_journal-1142	65	11	hours	hour	NOUN
american_scientific_journal-1142	65	12	,	,	PUNCT
american_scientific_journal-1142	65	13	shift	shift	NOUN
american_scientific_journal-1142	65	14	changes	change	NOUN
american_scientific_journal-1142	65	15	,	,	PUNCT
american_scientific_journal-1142	65	16	lunch	lunch	NOUN
american_scientific_journal-1142	65	17	breaks	break	NOUN
american_scientific_journal-1142	65	18	,	,	PUNCT
american_scientific_journal-1142	65	19	leaving	leave	VERB
american_scientific_journal-1142	65	20	the	the	DET
american_scientific_journal-1142	65	21	job	job	NOUN
american_scientific_journal-1142	65	22	at	at	ADP
american_scientific_journal-1142	65	23	89	89	NUM
american_scientific_journal-1142	65	24	http://www.pmum.gov.tr/	http://www.pmum.gov.tr/	PROPN
american_scientific_journal-1142	65	25	american	american	PROPN
american_scientific_journal-1142	65	26	scientific	scientific	ADJ
american_scientific_journal-1142	65	27	research	research	NOUN
american_scientific_journal-1142	65	28	journal	journal	NOUN
american_scientific_journal-1142	65	29	for	for	ADP
american_scientific_journal-1142	65	30	engineering	engineering	NOUN
american_scientific_journal-1142	65	31	,	,	PUNCT
american_scientific_journal-1142	65	32	technology	technology	NOUN
american_scientific_journal-1142	65	33	,	,	PUNCT
american_scientific_journal-1142	65	34	and	and	CCONJ
american_scientific_journal-1142	65	35	sciences	science	NOUN
american_scientific_journal-1142	65	36	(	(	PUNCT
american_scientific_journal-1142	65	37	asrjets	asrjet	NOUN
american_scientific_journal-1142	65	38	)	)	PUNCT
american_scientific_journal-1142	65	39	(	(	PUNCT
american_scientific_journal-1142	65	40	2015	2015	NUM
american_scientific_journal-1142	65	41	)	)	PUNCT
american_scientific_journal-1142	65	42	volume	volume	NOUN
american_scientific_journal-1142	65	43	14	14	NUM
american_scientific_journal-1142	65	44	,	,	PUNCT
american_scientific_journal-1142	65	45	no	no	DET
american_scientific_journal-1142	65	46	3	3	NUM
american_scientific_journal-1142	65	47	,	,	PUNCT
american_scientific_journal-1142	65	48	pp	pp	ADV
american_scientific_journal-1142	65	49	87	87	NUM
american_scientific_journal-1142	65	50	-	-	SYM
american_scientific_journal-1142	65	51	94	94	NUM
american_scientific_journal-1142	65	52	the	the	DET
american_scientific_journal-1142	65	53	end	end	NOUN
american_scientific_journal-1142	65	54	of	of	ADP
american_scientific_journal-1142	65	55	the	the	DET
american_scientific_journal-1142	65	56	days	day	NOUN
american_scientific_journal-1142	65	57	,	,	PUNCT
american_scientific_journal-1142	65	58	using	use	VERB
american_scientific_journal-1142	65	59	lights	light	NOUN
american_scientific_journal-1142	65	60	and	and	CCONJ
american_scientific_journal-1142	65	61	heating	heating	NOUN
american_scientific_journal-1142	65	62	/	/	SYM
american_scientific_journal-1142	65	63	cooling	cool	VERB
american_scientific_journal-1142	65	64	when	when	SCONJ
american_scientific_journal-1142	65	65	arriving	arriving	NOUN
american_scientific_journal-1142	65	66	homes	home	NOUN
american_scientific_journal-1142	65	67	are	be	AUX
american_scientific_journal-1142	65	68	all	all	ADV
american_scientific_journal-1142	65	69	related	related	ADJ
american_scientific_journal-1142	65	70	to	to	ADP
american_scientific_journal-1142	65	71	total	total	ADJ
american_scientific_journal-1142	65	72	electricity	electricity	NOUN
american_scientific_journal-1142	65	73	demand	demand	NOUN
american_scientific_journal-1142	65	74	and	and	CCONJ
american_scientific_journal-1142	65	75	the	the	DET
american_scientific_journal-1142	65	76	schedule	schedule	NOUN
american_scientific_journal-1142	65	77	might	might	AUX
american_scientific_journal-1142	65	78	be	be	AUX
american_scientific_journal-1142	65	79	different	different	ADJ
american_scientific_journal-1142	65	80	in	in	ADP
american_scientific_journal-1142	65	81	weekend	weekend	NOUN
american_scientific_journal-1142	65	82	.	.	PUNCT
american_scientific_journal-1142	66	1	another	another	DET
american_scientific_journal-1142	66	2	observation	observation	NOUN
american_scientific_journal-1142	66	3	that	that	PRON
american_scientific_journal-1142	66	4	can	can	AUX
american_scientific_journal-1142	66	5	be	be	AUX
american_scientific_journal-1142	66	6	made	make	VERB
american_scientific_journal-1142	66	7	is	be	AUX
american_scientific_journal-1142	66	8	that	that	SCONJ
american_scientific_journal-1142	66	9	shapes	shape	NOUN
american_scientific_journal-1142	66	10	of	of	ADP
american_scientific_journal-1142	66	11	the	the	DET
american_scientific_journal-1142	66	12	curves	curve	NOUN
american_scientific_journal-1142	66	13	are	be	AUX
american_scientific_journal-1142	66	14	different	different	ADJ
american_scientific_journal-1142	66	15	in	in	ADP
american_scientific_journal-1142	66	16	winter	winter	NOUN
american_scientific_journal-1142	66	17	and	and	CCONJ
american_scientific_journal-1142	66	18	summer	summer	NOUN
american_scientific_journal-1142	66	19	both	both	PRON
american_scientific_journal-1142	66	20	for	for	ADP
american_scientific_journal-1142	66	21	weekdays	weekday	NOUN
american_scientific_journal-1142	66	22	and	and	CCONJ
american_scientific_journal-1142	66	23	weekends	weekend	NOUN
american_scientific_journal-1142	66	24	.	.	PUNCT
american_scientific_journal-1142	67	1	these	these	DET
american_scientific_journal-1142	67	2	observations	observation	NOUN
american_scientific_journal-1142	67	3	suggest	suggest	VERB
american_scientific_journal-1142	67	4	that	that	SCONJ
american_scientific_journal-1142	67	5	the	the	DET
american_scientific_journal-1142	67	6	modelling	modelling	NOUN
american_scientific_journal-1142	67	7	of	of	ADP
american_scientific_journal-1142	67	8	weekdays	weekday	NOUN
american_scientific_journal-1142	67	9	and	and	CCONJ
american_scientific_journal-1142	67	10	weekends	weekend	NOUN
american_scientific_journal-1142	67	11	by	by	ADP
american_scientific_journal-1142	67	12	a	a	DET
american_scientific_journal-1142	67	13	single	single	ADJ
american_scientific_journal-1142	67	14	fourier	fourier	NOUN
american_scientific_journal-1142	67	15	expansion	expansion	NOUN
american_scientific_journal-1142	67	16	will	will	AUX
american_scientific_journal-1142	67	17	be	be	AUX
american_scientific_journal-1142	67	18	challenging	challenge	VERB
american_scientific_journal-1142	67	19	.	.	PUNCT
american_scientific_journal-1142	68	1	figure	figure	NOUN
american_scientific_journal-1142	68	2	1	1	NUM
american_scientific_journal-1142	68	3	:	:	PUNCT
american_scientific_journal-1142	68	4	overview	overview	NOUN
american_scientific_journal-1142	68	5	of	of	ADP
american_scientific_journal-1142	68	6	the	the	DET
american_scientific_journal-1142	68	7	data	datum	NOUN
american_scientific_journal-1142	68	8	after	after	ADP
american_scientific_journal-1142	68	9	adjustment	adjustment	NOUN
american_scientific_journal-1142	68	10	for	for	ADP
american_scientific_journal-1142	68	11	the	the	DET
american_scientific_journal-1142	68	12	daylight	daylight	NOUN
american_scientific_journal-1142	68	13	saving	saving	NOUN
american_scientific_journal-1142	68	14	time	time	NOUN
american_scientific_journal-1142	68	15	.	.	PUNCT
american_scientific_journal-1142	69	1	figure	figure	NOUN
american_scientific_journal-1142	69	2	2	2	NUM
american_scientific_journal-1142	69	3	:	:	PUNCT
american_scientific_journal-1142	69	4	hourly	hourly	ADJ
american_scientific_journal-1142	69	5	demand	demand	NOUN
american_scientific_journal-1142	69	6	data	datum	NOUN
american_scientific_journal-1142	69	7	for	for	ADP
american_scientific_journal-1142	69	8	two	two	NUM
american_scientific_journal-1142	69	9	weeks	week	NOUN
american_scientific_journal-1142	69	10	in	in	ADP
american_scientific_journal-1142	69	11	winter	winter	NOUN
american_scientific_journal-1142	69	12	and	and	CCONJ
american_scientific_journal-1142	69	13	summer	summer	NOUN
american_scientific_journal-1142	69	14	.	.	PUNCT
american_scientific_journal-1142	70	1	2.2	2.2	NUM
american_scientific_journal-1142	70	2	.	.	PUNCT
american_scientific_journal-1142	71	1	modeling	modeling	NOUN
american_scientific_journal-1142	71	2	of	of	ADP
american_scientific_journal-1142	71	3	periodic	periodic	ADJ
american_scientific_journal-1142	71	4	variations	variation	NOUN
american_scientific_journal-1142	71	5	the	the	DET
american_scientific_journal-1142	71	6	demand	demand	NOUN
american_scientific_journal-1142	71	7	patterns	pattern	NOUN
american_scientific_journal-1142	71	8	for	for	ADP
american_scientific_journal-1142	71	9	each	each	DET
american_scientific_journal-1142	71	10	day	day	NOUN
american_scientific_journal-1142	71	11	of	of	ADP
american_scientific_journal-1142	71	12	the	the	DET
american_scientific_journal-1142	71	13	week	week	NOUN
american_scientific_journal-1142	71	14	for	for	ADP
american_scientific_journal-1142	71	15	the	the	DET
american_scientific_journal-1142	71	16	year	year	NOUN
american_scientific_journal-1142	71	17	2012	2012	NUM
american_scientific_journal-1142	71	18	are	be	AUX
american_scientific_journal-1142	71	19	given	give	VERB
american_scientific_journal-1142	71	20	below	below	ADV
american_scientific_journal-1142	71	21	in	in	ADP
american_scientific_journal-1142	71	22	figure	figure	NOUN
american_scientific_journal-1142	71	23	3	3	NUM
american_scientific_journal-1142	71	24	.	.	PUNCT
american_scientific_journal-1142	72	1	we	we	PRON
american_scientific_journal-1142	72	2	note	note	VERB
american_scientific_journal-1142	72	3	that	that	SCONJ
american_scientific_journal-1142	72	4	except	except	SCONJ
american_scientific_journal-1142	72	5	for	for	ADP
american_scientific_journal-1142	72	6	sunday	sunday	PROPN
american_scientific_journal-1142	72	7	,	,	PUNCT
american_scientific_journal-1142	72	8	the	the	DET
american_scientific_journal-1142	72	9	curves	curve	NOUN
american_scientific_journal-1142	72	10	have	have	VERB
american_scientific_journal-1142	72	11	similar	similar	ADJ
american_scientific_journal-1142	72	12	shapes	shape	NOUN
american_scientific_journal-1142	72	13	.	.	PUNCT
american_scientific_journal-1142	73	1	the	the	DET
american_scientific_journal-1142	73	2	demand	demand	NOUN
american_scientific_journal-1142	73	3	profile	profile	NOUN
american_scientific_journal-1142	73	4	for	for	ADP
american_scientific_journal-1142	73	5	saturday	saturday	PROPN
american_scientific_journal-1142	73	6	is	be	AUX
american_scientific_journal-1142	73	7	similar	similar	ADJ
american_scientific_journal-1142	73	8	to	to	ADP
american_scientific_journal-1142	73	9	weekdays	weekday	NOUN
american_scientific_journal-1142	73	10	but	but	CCONJ
american_scientific_journal-1142	73	11	with	with	ADP
american_scientific_journal-1142	73	12	lower	low	ADJ
american_scientific_journal-1142	73	13	amplitude	amplitude	NOUN
american_scientific_journal-1142	73	14	.	.	PUNCT
american_scientific_journal-1142	74	1	on	on	ADP
american_scientific_journal-1142	74	2	the	the	DET
american_scientific_journal-1142	74	3	other	other	ADJ
american_scientific_journal-1142	74	4	hand	hand	NOUN
american_scientific_journal-1142	74	5	,	,	PUNCT
american_scientific_journal-1142	74	6	there	there	PRON
american_scientific_journal-1142	74	7	are	be	VERB
american_scientific_journal-1142	74	8	exceptionally	exceptionally	ADV
american_scientific_journal-1142	74	9	high	high	ADJ
american_scientific_journal-1142	74	10	demand	demand	NOUN
american_scientific_journal-1142	74	11	days	day	NOUN
american_scientific_journal-1142	74	12	on	on	ADP
american_scientific_journal-1142	74	13	“	"	PUNCT
american_scientific_journal-1142	74	14	saturday	saturday	PROPN
american_scientific_journal-1142	74	15	”	"	PUNCT
american_scientific_journal-1142	74	16	and	and	CCONJ
american_scientific_journal-1142	74	17	“	"	PUNCT
american_scientific_journal-1142	74	18	friday	friday	PROPN
american_scientific_journal-1142	74	19	”	"	PUNCT
american_scientific_journal-1142	74	20	90	90	NUM
american_scientific_journal-1142	74	21	american	american	ADJ
american_scientific_journal-1142	74	22	scientific	scientific	ADJ
american_scientific_journal-1142	74	23	research	research	NOUN
american_scientific_journal-1142	74	24	journal	journal	NOUN
american_scientific_journal-1142	74	25	for	for	ADP
american_scientific_journal-1142	74	26	engineering	engineering	NOUN
american_scientific_journal-1142	74	27	,	,	PUNCT
american_scientific_journal-1142	74	28	technology	technology	NOUN
american_scientific_journal-1142	74	29	,	,	PUNCT
american_scientific_journal-1142	74	30	and	and	CCONJ
american_scientific_journal-1142	74	31	sciences	science	NOUN
american_scientific_journal-1142	74	32	(	(	PUNCT
american_scientific_journal-1142	74	33	asrjets	asrjet	NOUN
american_scientific_journal-1142	74	34	)	)	PUNCT
american_scientific_journal-1142	74	35	(	(	PUNCT
american_scientific_journal-1142	74	36	2015	2015	NUM
american_scientific_journal-1142	74	37	)	)	PUNCT
american_scientific_journal-1142	74	38	volume	volume	NOUN
american_scientific_journal-1142	74	39	14	14	NUM
american_scientific_journal-1142	74	40	,	,	PUNCT
american_scientific_journal-1142	74	41	no	no	DET
american_scientific_journal-1142	74	42	3	3	NUM
american_scientific_journal-1142	74	43	,	,	PUNCT
american_scientific_journal-1142	74	44	pp	pp	ADV
american_scientific_journal-1142	74	45	87	87	NUM
american_scientific_journal-1142	74	46	-	-	SYM
american_scientific_journal-1142	74	47	94	94	NUM
american_scientific_journal-1142	74	48	graphs	graph	NOUN
american_scientific_journal-1142	74	49	which	which	PRON
american_scientific_journal-1142	74	50	correspond	correspond	VERB
american_scientific_journal-1142	74	51	to	to	ADP
american_scientific_journal-1142	74	52	days	day	NOUN
american_scientific_journal-1142	74	53	with	with	ADP
american_scientific_journal-1142	74	54	extremely	extremely	ADV
american_scientific_journal-1142	74	55	high	high	ADJ
american_scientific_journal-1142	74	56	temperatures	temperature	NOUN
american_scientific_journal-1142	74	57	.	.	PUNCT
american_scientific_journal-1142	75	1	a	a	DET
american_scientific_journal-1142	75	2	glance	glance	NOUN
american_scientific_journal-1142	75	3	to	to	ADP
american_scientific_journal-1142	75	4	the	the	DET
american_scientific_journal-1142	75	5	data	datum	NOUN
american_scientific_journal-1142	75	6	as	as	SCONJ
american_scientific_journal-1142	75	7	presented	present	VERB
american_scientific_journal-1142	75	8	in	in	ADP
american_scientific_journal-1142	75	9	figure	figure	NOUN
american_scientific_journal-1142	75	10	1	1	NUM
american_scientific_journal-1142	75	11	and	and	CCONJ
american_scientific_journal-1142	75	12	2	2	NUM
american_scientific_journal-1142	75	13	shows	show	VERB
american_scientific_journal-1142	75	14	that	that	SCONJ
american_scientific_journal-1142	75	15	diurnal	diurnal	ADJ
american_scientific_journal-1142	75	16	variations	variation	NOUN
american_scientific_journal-1142	75	17	are	be	AUX
american_scientific_journal-1142	75	18	superimposed	superimpose	VERB
american_scientific_journal-1142	75	19	on	on	ADP
american_scientific_journal-1142	75	20	seasonal	seasonal	ADJ
american_scientific_journal-1142	75	21	variations	variation	NOUN
american_scientific_journal-1142	75	22	and	and	CCONJ
american_scientific_journal-1142	75	23	daily	daily	ADJ
american_scientific_journal-1142	75	24	variations	variation	NOUN
american_scientific_journal-1142	75	25	have	have	VERB
american_scientific_journal-1142	75	26	higher	high	ADJ
american_scientific_journal-1142	75	27	amplitudes	amplitude	NOUN
american_scientific_journal-1142	75	28	in	in	ADP
american_scientific_journal-1142	75	29	winter	winter	NOUN
american_scientific_journal-1142	75	30	and	and	CCONJ
american_scientific_journal-1142	75	31	in	in	ADP
american_scientific_journal-1142	75	32	summer	summer	NOUN
american_scientific_journal-1142	75	33	.	.	PUNCT
american_scientific_journal-1142	76	1	in	in	ADP
american_scientific_journal-1142	76	2	addition	addition	NOUN
american_scientific_journal-1142	76	3	,	,	PUNCT
american_scientific_journal-1142	76	4	data	datum	NOUN
american_scientific_journal-1142	76	5	for	for	ADP
american_scientific_journal-1142	76	6	weekends	weekend	NOUN
american_scientific_journal-1142	76	7	,	,	PUNCT
american_scientific_journal-1142	76	8	especially	especially	ADV
american_scientific_journal-1142	76	9	for	for	ADP
american_scientific_journal-1142	76	10	sundays	sunday	NOUN
american_scientific_journal-1142	76	11	has	have	VERB
american_scientific_journal-1142	76	12	a	a	DET
american_scientific_journal-1142	76	13	different	different	ADJ
american_scientific_journal-1142	76	14	shape	shape	NOUN
american_scientific_journal-1142	76	15	.	.	PUNCT
american_scientific_journal-1142	77	1	in	in	ADP
american_scientific_journal-1142	77	2	this	this	DET
american_scientific_journal-1142	77	3	section	section	NOUN
american_scientific_journal-1142	77	4	we	we	PRON
american_scientific_journal-1142	77	5	develop	develop	VERB
american_scientific_journal-1142	77	6	a	a	DET
american_scientific_journal-1142	77	7	linear	linear	ADJ
american_scientific_journal-1142	77	8	model	model	NOUN
american_scientific_journal-1142	77	9	in	in	ADP
american_scientific_journal-1142	77	10	terms	term	NOUN
american_scientific_journal-1142	77	11	of	of	ADP
american_scientific_journal-1142	77	12	the	the	DET
american_scientific_journal-1142	77	13	harmonics	harmonic	NOUN
american_scientific_journal-1142	77	14	of	of	ADP
american_scientific_journal-1142	77	15	the	the	DET
american_scientific_journal-1142	77	16	annual	annual	ADJ
american_scientific_journal-1142	77	17	,	,	PUNCT
american_scientific_journal-1142	77	18	diurnal	diurnal	ADJ
american_scientific_journal-1142	77	19	and	and	CCONJ
american_scientific_journal-1142	77	20	weekly	weekly	ADJ
american_scientific_journal-1142	77	21	variations	variation	NOUN
american_scientific_journal-1142	77	22	and	and	CCONJ
american_scientific_journal-1142	77	23	we	we	PRON
american_scientific_journal-1142	77	24	include	include	VERB
american_scientific_journal-1142	77	25	the	the	DET
american_scientific_journal-1142	77	26	modulation	modulation	NOUN
american_scientific_journal-1142	77	27	of	of	ADP
american_scientific_journal-1142	77	28	the	the	DET
american_scientific_journal-1142	77	29	diurnal	diurnal	ADJ
american_scientific_journal-1142	77	30	variation	variation	NOUN
american_scientific_journal-1142	77	31	based	base	VERB
american_scientific_journal-1142	77	32	on	on	ADP
american_scientific_journal-1142	77	33	the	the	DET
american_scientific_journal-1142	77	34	annual	annual	ADJ
american_scientific_journal-1142	77	35	variation	variation	NOUN
american_scientific_journal-1142	77	36	in	in	ADP
american_scientific_journal-1142	77	37	order	order	NOUN
american_scientific_journal-1142	77	38	to	to	PART
american_scientific_journal-1142	77	39	take	take	VERB
american_scientific_journal-1142	77	40	into	into	ADP
american_scientific_journal-1142	77	41	account	account	NOUN
american_scientific_journal-1142	77	42	seasonal	seasonal	ADJ
american_scientific_journal-1142	77	43	effects	effect	NOUN
american_scientific_journal-1142	77	44	.	.	PUNCT
american_scientific_journal-1142	78	1	we	we	PRON
american_scientific_journal-1142	78	2	group	group	VERB
american_scientific_journal-1142	78	3	the	the	DET
american_scientific_journal-1142	78	4	regressors	regressor	NOUN
american_scientific_journal-1142	78	5	of	of	ADP
american_scientific_journal-1142	78	6	our	our	PRON
american_scientific_journal-1142	78	7	model	model	NOUN
american_scientific_journal-1142	78	8	as	as	SCONJ
american_scientific_journal-1142	78	9	follows	follow	VERB
american_scientific_journal-1142	78	10	.	.	PUNCT
american_scientific_journal-1142	79	1	we	we	PRON
american_scientific_journal-1142	79	2	assume	assume	VERB
american_scientific_journal-1142	79	3	that	that	SCONJ
american_scientific_journal-1142	79	4	the	the	DET
american_scientific_journal-1142	79	5	number	number	NOUN
american_scientific_journal-1142	79	6	of	of	ADP
american_scientific_journal-1142	79	7	regressors	regressor	NOUN
american_scientific_journal-1142	79	8	should	should	AUX
american_scientific_journal-1142	79	9	be	be	AUX
american_scientific_journal-1142	79	10	large	large	ADJ
american_scientific_journal-1142	79	11	enough	enough	ADV
american_scientific_journal-1142	79	12	to	to	PART
american_scientific_journal-1142	79	13	capture	capture	VERB
american_scientific_journal-1142	79	14	the	the	DET
american_scientific_journal-1142	79	15	main	main	ADJ
american_scientific_journal-1142	79	16	features	feature	NOUN
american_scientific_journal-1142	79	17	of	of	ADP
american_scientific_journal-1142	79	18	the	the	DET
american_scientific_journal-1142	79	19	data	datum	NOUN
american_scientific_journal-1142	79	20	but	but	CCONJ
american_scientific_journal-1142	79	21	over	over	ADP
american_scientific_journal-1142	79	22	-	-	PUNCT
american_scientific_journal-1142	79	23	specification	specification	NOUN
american_scientific_journal-1142	79	24	should	should	AUX
american_scientific_journal-1142	79	25	be	be	AUX
american_scientific_journal-1142	79	26	avoided	avoid	VERB
american_scientific_journal-1142	79	27	.	.	PUNCT
american_scientific_journal-1142	80	1	:1	:1	PUNCT
american_scientific_journal-1142	80	2	yearofharmonicsx	yearofharmonicsx	PROPN
american_scientific_journal-1142	81	1	=	=	PUNCT
american_scientific_journal-1142	82	1	[	[	PUNCT
american_scientific_journal-1142	82	2	]	]	X
american_scientific_journal-1142	82	3	2121	2121	NUM
american_scientific_journal-1142	82	4	xxxx	xxxx	ADJ
american_scientific_journal-1142	82	5	=	=	PROPN
american_scientific_journal-1142	82	6	(	(	PUNCT
american_scientific_journal-1142	82	7	1	1	NUM
american_scientific_journal-1142	82	8	)	)	PUNCT
american_scientific_journal-1142	82	9	:1	:1	PUNCT
american_scientific_journal-1142	82	10	dayofharmonicsy	dayofharmonicsy	VERB
american_scientific_journal-1142	82	11	=	=	PUNCT
american_scientific_journal-1142	83	1	[	[	PUNCT
american_scientific_journal-1142	83	2	]	]	X
american_scientific_journal-1142	83	3	2111	2111	NUM
american_scientific_journal-1142	83	4	xyyy	xyyy	ADP
american_scientific_journal-1142	83	5	=	=	PROPN
american_scientific_journal-1142	83	6	(	(	PUNCT
american_scientific_journal-1142	83	7	2	2	NUM
american_scientific_journal-1142	83	8	)	)	PUNCT
american_scientific_journal-1142	83	9	:1	:1	SYM
american_scientific_journal-1142	83	10	weekofharmonicsz	weekofharmonicsz	NOUN
american_scientific_journal-1142	83	11	=	=	PUNCT
american_scientific_journal-1142	84	1	[	[	PUNCT
american_scientific_journal-1142	84	2	]	]	X
american_scientific_journal-1142	84	3	2231	2231	NUM
american_scientific_journal-1142	84	4	xzzz	xzzz	NOUN
american_scientific_journal-1142	84	5	=	=	PROPN
american_scientific_journal-1142	84	6	(	(	PUNCT
american_scientific_journal-1142	84	7	3	3	NUM
american_scientific_journal-1142	84	8	)	)	PUNCT
american_scientific_journal-1142	84	9	:	:	PUNCT
american_scientific_journal-1142	84	10	xbyyofmodulationu	xbyyofmodulationu	X
american_scientific_journal-1142	85	1	=	=	PUNCT
american_scientific_journal-1142	86	1	[	[	PUNCT
american_scientific_journal-1142	86	2	]	]	X
american_scientific_journal-1142	86	3	ji	ji	X
american_scientific_journal-1142	86	4	yxyxu	yxyxu	NOUN
american_scientific_journal-1142	86	5	..	..	PUNCT
american_scientific_journal-1142	86	6	11	11	NUM
american_scientific_journal-1142	86	7	=	=	PROPN
american_scientific_journal-1142	86	8	(	(	PUNCT
american_scientific_journal-1142	86	9	4	4	NUM
american_scientific_journal-1142	86	10	)	)	PUNCT
american_scientific_journal-1142	86	11	in	in	ADP
american_scientific_journal-1142	86	12	the	the	DET
american_scientific_journal-1142	86	13	linear	linear	ADJ
american_scientific_journal-1142	86	14	model	model	NOUN
american_scientific_journal-1142	86	15	the	the	DET
american_scientific_journal-1142	86	16	(	(	PUNCT
american_scientific_journal-1142	86	17	column	column	NOUN
american_scientific_journal-1142	86	18	)	)	PUNCT
american_scientific_journal-1142	86	19	vectors	vector	NOUN
american_scientific_journal-1142	86	20	consisting	consist	VERB
american_scientific_journal-1142	86	21	of	of	ADP
american_scientific_journal-1142	86	22	the	the	DET
american_scientific_journal-1142	86	23	samples	sample	NOUN
american_scientific_journal-1142	86	24	of	of	ADP
american_scientific_journal-1142	86	25	these	these	DET
american_scientific_journal-1142	86	26	regressors	regressor	NOUN
american_scientific_journal-1142	86	27	are	be	AUX
american_scientific_journal-1142	86	28	arranged	arrange	VERB
american_scientific_journal-1142	86	29	as	as	ADP
american_scientific_journal-1142	86	30	the	the	DET
american_scientific_journal-1142	86	31	columns	column	NOUN
american_scientific_journal-1142	86	32	of	of	ADP
american_scientific_journal-1142	86	33	a	a	DET
american_scientific_journal-1142	86	34	matrix	matrix	NOUN
american_scientific_journal-1142	86	35	f.	f.	NOUN
american_scientific_journal-1142	87	1	if	if	SCONJ
american_scientific_journal-1142	87	2	s	s	VERB
american_scientific_journal-1142	87	3	is	be	AUX
american_scientific_journal-1142	87	4	the	the	DET
american_scientific_journal-1142	87	5	time	time	NOUN
american_scientific_journal-1142	87	6	variation	variation	NOUN
american_scientific_journal-1142	87	7	to	to	PART
american_scientific_journal-1142	87	8	be	be	AUX
american_scientific_journal-1142	87	9	modeled	model	VERB
american_scientific_journal-1142	87	10	in	in	ADP
american_scientific_journal-1142	87	11	terms	term	NOUN
american_scientific_journal-1142	87	12	of	of	ADP
american_scientific_journal-1142	87	13	these	these	DET
american_scientific_journal-1142	87	14	regressors	regressor	NOUN
american_scientific_journal-1142	87	15	,	,	PUNCT
american_scientific_journal-1142	87	16	the	the	DET
american_scientific_journal-1142	87	17	coefficient	coefficient	NOUN
american_scientific_journal-1142	87	18	vector	vector	NOUN
american_scientific_journal-1142	87	19	a	a	PRON
american_scientific_journal-1142	87	20	and	and	CCONJ
american_scientific_journal-1142	87	21	model	model	NOUN
american_scientific_journal-1142	87	22	m	m	VERB
american_scientific_journal-1142	87	23	are	be	AUX
american_scientific_journal-1142	87	24	calculated	calculate	VERB
american_scientific_journal-1142	87	25	as	as	ADP
american_scientific_journal-1142	87	26	;	;	PUNCT
american_scientific_journal-1142	87	27	[	[	PUNCT
american_scientific_journal-1142	87	28	]	]	X
american_scientific_journal-1142	87	29	iiiii	iiiii	VERB
american_scientific_journal-1142	87	30	yxzyxf	yxzyxf	ADJ
american_scientific_journal-1142	87	31	×=	×=	NOUN
american_scientific_journal-1142	87	32	(	(	PUNCT
american_scientific_journal-1142	87	33	5	5	NUM
american_scientific_journal-1142	87	34	)	)	PUNCT
american_scientific_journal-1142	87	35	(	(	PUNCT
american_scientific_journal-1142	87	36	)	)	PUNCT
american_scientific_journal-1142	87	37	sfffa	sfffa	PROPN
american_scientific_journal-1142	87	38	tt	tt	PROPN
american_scientific_journal-1142	87	39	×××=	×××=	PROPN
american_scientific_journal-1142	87	40	−1	−1	NOUN
american_scientific_journal-1142	87	41	(	(	PUNCT
american_scientific_journal-1142	87	42	6	6	NUM
american_scientific_journal-1142	87	43	)	)	PUNCT
american_scientific_journal-1142	87	44	afm	afm	PROPN
american_scientific_journal-1142	87	45	×=	×=	NOUN
american_scientific_journal-1142	87	46	(	(	PUNCT
american_scientific_journal-1142	87	47	7	7	NUM
american_scientific_journal-1142	87	48	)	)	PUNCT
american_scientific_journal-1142	87	49	the	the	DET
american_scientific_journal-1142	87	50	modeling	modeling	NOUN
american_scientific_journal-1142	87	51	error	error	NOUN
american_scientific_journal-1142	87	52	is	be	AUX
american_scientific_journal-1142	87	53	the	the	DET
american_scientific_journal-1142	87	54	standard	standard	ADJ
american_scientific_journal-1142	87	55	(	(	PUNCT
american_scientific_journal-1142	87	56	l2	l2	NOUN
american_scientific_journal-1142	87	57	)	)	PUNCT
american_scientific_journal-1142	87	58	norm	norm	NOUN
american_scientific_journal-1142	87	59	of	of	ADP
american_scientific_journal-1142	87	60	the	the	DET
american_scientific_journal-1142	87	61	difference	difference	NOUN
american_scientific_journal-1142	87	62	between	between	ADP
american_scientific_journal-1142	87	63	the	the	DET
american_scientific_journal-1142	87	64	data	datum	NOUN
american_scientific_journal-1142	87	65	and	and	CCONJ
american_scientific_journal-1142	87	66	the	the	DET
american_scientific_journal-1142	87	67	model	model	NOUN
american_scientific_journal-1142	87	68	.	.	PUNCT
american_scientific_journal-1142	88	1	for	for	ADP
american_scientific_journal-1142	88	2	predicting	predict	VERB
american_scientific_journal-1142	88	3	data	datum	NOUN
american_scientific_journal-1142	88	4	,	,	PUNCT
american_scientific_journal-1142	88	5	we	we	PRON
american_scientific_journal-1142	88	6	split	split	VERB
american_scientific_journal-1142	88	7	the	the	DET
american_scientific_journal-1142	88	8	time	time	NOUN
american_scientific_journal-1142	88	9	axis	axis	NOUN
american_scientific_journal-1142	88	10	as	as	ADP
american_scientific_journal-1142	88	11	“	"	PUNCT
american_scientific_journal-1142	88	12	past	past	ADJ
american_scientific_journal-1142	88	13	”	"	PUNCT
american_scientific_journal-1142	88	14	(	(	PUNCT
american_scientific_journal-1142	88	15	t1	t1	NOUN
american_scientific_journal-1142	88	16	)	)	PUNCT
american_scientific_journal-1142	88	17	and	and	CCONJ
american_scientific_journal-1142	88	18	“	"	PUNCT
american_scientific_journal-1142	88	19	future	future	ADJ
american_scientific_journal-1142	88	20	”	"	PUNCT
american_scientific_journal-1142	88	21	(	(	PUNCT
american_scientific_journal-1142	88	22	t2	t2	NOUN
american_scientific_journal-1142	88	23	)	)	PUNCT
american_scientific_journal-1142	88	24	.	.	PUNCT
american_scientific_journal-1142	89	1	the	the	DET
american_scientific_journal-1142	89	2	choice	choice	NOUN
american_scientific_journal-1142	89	3	of	of	ADP
american_scientific_journal-1142	89	4	relative	relative	ADJ
american_scientific_journal-1142	89	5	proportions	proportion	NOUN
american_scientific_journal-1142	89	6	of	of	ADP
american_scientific_journal-1142	89	7	(	(	PUNCT
american_scientific_journal-1142	89	8	t1	t1	NOUN
american_scientific_journal-1142	89	9	)	)	PUNCT
american_scientific_journal-1142	89	10	and	and	CCONJ
american_scientific_journal-1142	89	11	(	(	PUNCT
american_scientific_journal-1142	89	12	t2	t2	NOUN
american_scientific_journal-1142	89	13	)	)	PUNCT
american_scientific_journal-1142	89	14	depends	depend	VERB
american_scientific_journal-1142	89	15	on	on	ADP
american_scientific_journal-1142	89	16	the	the	DET
american_scientific_journal-1142	89	17	problem	problem	NOUN
american_scientific_journal-1142	89	18	.	.	PUNCT
american_scientific_journal-1142	90	1	once	once	SCONJ
american_scientific_journal-1142	90	2	we	we	PRON
american_scientific_journal-1142	90	3	choose	choose	VERB
american_scientific_journal-1142	90	4	the	the	DET
american_scientific_journal-1142	90	5	splitting	splitting	NOUN
american_scientific_journal-1142	90	6	of	of	ADP
american_scientific_journal-1142	90	7	the	the	DET
american_scientific_journal-1142	90	8	time	time	NOUN
american_scientific_journal-1142	90	9	axis	axis	NOUN
american_scientific_journal-1142	90	10	as	as	ADP
american_scientific_journal-1142	90	11	past	past	NOUN
american_scientific_journal-1142	90	12	and	and	CCONJ
american_scientific_journal-1142	90	13	future	future	NOUN
american_scientific_journal-1142	90	14	,	,	PUNCT
american_scientific_journal-1142	90	15	we	we	PRON
american_scientific_journal-1142	90	16	have	have	VERB
american_scientific_journal-1142	90	17	a	a	DET
american_scientific_journal-1142	90	18	corresponding	corresponding	ADJ
american_scientific_journal-1142	90	19	splitting	splitting	NOUN
american_scientific_journal-1142	90	20	of	of	ADP
american_scientific_journal-1142	90	21	the	the	DET
american_scientific_journal-1142	90	22	matrix	matrix	NOUN
american_scientific_journal-1142	90	23	f	f	PROPN
american_scientific_journal-1142	90	24	and	and	CCONJ
american_scientific_journal-1142	90	25	of	of	ADP
american_scientific_journal-1142	90	26	the	the	DET
american_scientific_journal-1142	90	27	observation	observation	NOUN
american_scientific_journal-1142	90	28	vector	vector	NOUN
american_scientific_journal-1142	90	29	s	s	PROPN
american_scientific_journal-1142	90	30	,	,	PUNCT
american_scientific_journal-1142	90	31	as	as	ADP
american_scientific_journal-1142	90	32	f=[f1	f=[f1	PROPN
american_scientific_journal-1142	90	33	f2]t	f2]t	PROPN
american_scientific_journal-1142	90	34	,	,	PUNCT
american_scientific_journal-1142	90	35	s=[s1	s=[s1	PROPN
american_scientific_journal-1142	90	36	s2]t	s2]t	X
american_scientific_journal-1142	90	37	.	.	PUNCT
american_scientific_journal-1142	91	1	in	in	ADP
american_scientific_journal-1142	91	2	our	our	PRON
american_scientific_journal-1142	91	3	model	model	NOUN
american_scientific_journal-1142	91	4	the	the	DET
american_scientific_journal-1142	91	5	only	only	ADJ
american_scientific_journal-1142	91	6	difference	difference	NOUN
american_scientific_journal-1142	91	7	between	between	ADP
american_scientific_journal-1142	91	8	f1	f1	NOUN
american_scientific_journal-1142	91	9	and	and	CCONJ
american_scientific_journal-1142	91	10	f2	f2	PROPN
american_scientific_journal-1142	91	11	is	be	AUX
american_scientific_journal-1142	91	12	the	the	DET
american_scientific_journal-1142	91	13	last	last	ADJ
american_scientific_journal-1142	91	14	column	column	NOUN
american_scientific_journal-1142	91	15	that	that	PRON
american_scientific_journal-1142	91	16	gives	give	VERB
american_scientific_journal-1142	91	17	the	the	DET
american_scientific_journal-1142	91	18	weighted	weight	VERB
american_scientific_journal-1142	91	19	deviations	deviation	NOUN
american_scientific_journal-1142	91	20	from	from	ADP
american_scientific_journal-1142	91	21	comfortable	comfortable	ADJ
american_scientific_journal-1142	91	22	temperatures	temperature	NOUN
american_scientific_journal-1142	91	23	.	.	PUNCT
american_scientific_journal-1142	92	1	to	to	PART
american_scientific_journal-1142	92	2	predict	predict	VERB
american_scientific_journal-1142	92	3	variations	variation	NOUN
american_scientific_journal-1142	92	4	over	over	ADP
american_scientific_journal-1142	92	5	the	the	DET
american_scientific_journal-1142	92	6	timespan	timespan	NOUN
american_scientific_journal-1142	92	7	t2	t2	NOUN
american_scientific_journal-1142	92	8	based	base	VERB
american_scientific_journal-1142	92	9	on	on	ADP
american_scientific_journal-1142	92	10	a	a	DET
american_scientific_journal-1142	92	11	model	model	NOUN
american_scientific_journal-1142	92	12	on	on	ADP
american_scientific_journal-1142	92	13	t1	t1	PROPN
american_scientific_journal-1142	92	14	,	,	PUNCT
american_scientific_journal-1142	92	15	we	we	PRON
american_scientific_journal-1142	92	16	use	use	VERB
american_scientific_journal-1142	92	17	the	the	DET
american_scientific_journal-1142	92	18	following	follow	VERB
american_scientific_journal-1142	92	19	formulations	formulation	NOUN
american_scientific_journal-1142	92	20	:	:	PUNCT
american_scientific_journal-1142	92	21	91	91	NUM
american_scientific_journal-1142	92	22	american	american	ADJ
american_scientific_journal-1142	92	23	scientific	scientific	ADJ
american_scientific_journal-1142	92	24	research	research	NOUN
american_scientific_journal-1142	92	25	journal	journal	NOUN
american_scientific_journal-1142	92	26	for	for	ADP
american_scientific_journal-1142	92	27	engineering	engineering	NOUN
american_scientific_journal-1142	92	28	,	,	PUNCT
american_scientific_journal-1142	92	29	technology	technology	NOUN
american_scientific_journal-1142	92	30	,	,	PUNCT
american_scientific_journal-1142	92	31	and	and	CCONJ
american_scientific_journal-1142	92	32	sciences	science	NOUN
american_scientific_journal-1142	92	33	(	(	PUNCT
american_scientific_journal-1142	92	34	asrjets	asrjet	NOUN
american_scientific_journal-1142	92	35	)	)	PUNCT
american_scientific_journal-1142	92	36	(	(	PUNCT
american_scientific_journal-1142	92	37	2015	2015	NUM
american_scientific_journal-1142	92	38	)	)	PUNCT
american_scientific_journal-1142	92	39	volume	volume	NOUN
american_scientific_journal-1142	92	40	14	14	NUM
american_scientific_journal-1142	92	41	,	,	PUNCT
american_scientific_journal-1142	92	42	no	no	DET
american_scientific_journal-1142	92	43	3	3	NUM
american_scientific_journal-1142	92	44	,	,	PUNCT
american_scientific_journal-1142	92	45	pp	pp	ADV
american_scientific_journal-1142	92	46	87	87	NUM
american_scientific_journal-1142	92	47	-	-	SYM
american_scientific_journal-1142	92	48	94	94	NUM
american_scientific_journal-1142	92	49	(	(	PUNCT
american_scientific_journal-1142	92	50	)	)	PUNCT
american_scientific_journal-1142	92	51	11	11	NUM
american_scientific_journal-1142	92	52	1	1	NUM
american_scientific_journal-1142	92	53	111	111	NUM
american_scientific_journal-1142	92	54	stfftfa	stfftfa	NOUN
american_scientific_journal-1142	92	55	××	××	NOUN
american_scientific_journal-1142	92	56	−	−	PROPN
american_scientific_journal-1142	92	57	×=	×=	NOUN
american_scientific_journal-1142	92	58	(	(	PUNCT
american_scientific_journal-1142	92	59	8)	8)	NUM
american_scientific_journal-1142	92	60	122	122	NUM
american_scientific_journal-1142	92	61	afm	afm	PROPN
american_scientific_journal-1142	92	62	×=	×=	NOUN
american_scientific_journal-1142	92	63	(	(	PUNCT
american_scientific_journal-1142	92	64	9	9	NUM
american_scientific_journal-1142	92	65	)	)	PUNCT
american_scientific_journal-1142	92	66	the	the	DET
american_scientific_journal-1142	92	67	prediction	prediction	NOUN
american_scientific_journal-1142	92	68	error	error	NOUN
american_scientific_journal-1142	92	69	now	now	ADV
american_scientific_journal-1142	92	70	is	be	AUX
american_scientific_journal-1142	92	71	the	the	DET
american_scientific_journal-1142	92	72	norm	norm	NOUN
american_scientific_journal-1142	92	73	of	of	ADP
american_scientific_journal-1142	92	74	the	the	DET
american_scientific_journal-1142	92	75	difference	difference	NOUN
american_scientific_journal-1142	92	76	s2	s2	PROPN
american_scientific_journal-1142	92	77	-	-	PUNCT
american_scientific_journal-1142	92	78	m2	m2	PROPN
american_scientific_journal-1142	92	79	.	.	PUNCT
american_scientific_journal-1142	93	1	usually	usually	ADV
american_scientific_journal-1142	93	2	the	the	DET
american_scientific_journal-1142	93	3	prediction	prediction	NOUN
american_scientific_journal-1142	93	4	error	error	NOUN
american_scientific_journal-1142	93	5	is	be	AUX
american_scientific_journal-1142	93	6	larger	large	ADJ
american_scientific_journal-1142	93	7	than	than	ADP
american_scientific_journal-1142	93	8	the	the	DET
american_scientific_journal-1142	93	9	modeling	modeling	NOUN
american_scientific_journal-1142	93	10	error	error	NOUN
american_scientific_journal-1142	93	11	.	.	PUNCT
american_scientific_journal-1142	94	1	in	in	ADP
american_scientific_journal-1142	94	2	this	this	DET
american_scientific_journal-1142	94	3	work	work	NOUN
american_scientific_journal-1142	94	4	where	where	SCONJ
american_scientific_journal-1142	94	5	we	we	PRON
american_scientific_journal-1142	94	6	aimed	aim	VERB
american_scientific_journal-1142	94	7	to	to	PART
american_scientific_journal-1142	94	8	obtain	obtain	VERB
american_scientific_journal-1142	94	9	a	a	DET
american_scientific_journal-1142	94	10	general	general	ADJ
american_scientific_journal-1142	94	11	model	model	NOUN
american_scientific_journal-1142	94	12	,	,	PUNCT
american_scientific_journal-1142	94	13	we	we	PRON
american_scientific_journal-1142	94	14	have	have	AUX
american_scientific_journal-1142	94	15	chosen	choose	VERB
american_scientific_journal-1142	94	16	t1	t1	NOUN
american_scientific_journal-1142	94	17	and	and	CCONJ
american_scientific_journal-1142	94	18	t2	t2	NOUN
american_scientific_journal-1142	94	19	both	both	PRON
american_scientific_journal-1142	94	20	as	as	ADP
american_scientific_journal-1142	94	21	1	1	NUM
american_scientific_journal-1142	94	22	year	year	NOUN
american_scientific_journal-1142	94	23	and	and	CCONJ
american_scientific_journal-1142	94	24	we	we	PRON
american_scientific_journal-1142	94	25	have	have	AUX
american_scientific_journal-1142	94	26	obtained	obtain	VERB
american_scientific_journal-1142	94	27	reasonably	reasonably	ADV
american_scientific_journal-1142	94	28	good	good	ADJ
american_scientific_journal-1142	94	29	prediction	prediction	NOUN
american_scientific_journal-1142	94	30	errors	error	NOUN
american_scientific_journal-1142	94	31	.	.	PUNCT
american_scientific_journal-1142	95	1	normally	normally	ADV
american_scientific_journal-1142	95	2	we	we	PRON
american_scientific_journal-1142	95	3	would	would	AUX
american_scientific_journal-1142	95	4	expect	expect	VERB
american_scientific_journal-1142	95	5	our	our	PRON
american_scientific_journal-1142	95	6	annual	annual	ADJ
american_scientific_journal-1142	95	7	model	model	NOUN
american_scientific_journal-1142	95	8	work	work	NOUN
american_scientific_journal-1142	95	9	well	well	ADV
american_scientific_journal-1142	95	10	for	for	ADP
american_scientific_journal-1142	95	11	month	month	NOUN
american_scientific_journal-1142	95	12	ahead	ahead	NOUN
american_scientific_journal-1142	95	13	predictions	prediction	NOUN
american_scientific_journal-1142	95	14	,	,	PUNCT
american_scientific_journal-1142	95	15	but	but	CCONJ
american_scientific_journal-1142	95	16	it	it	PRON
american_scientific_journal-1142	95	17	turned	turn	VERB
american_scientific_journal-1142	95	18	out	out	ADP
american_scientific_journal-1142	95	19	that	that	SCONJ
american_scientific_journal-1142	95	20	weekends	weekend	NOUN
american_scientific_journal-1142	95	21	were	be	AUX
american_scientific_journal-1142	95	22	poorly	poorly	ADV
american_scientific_journal-1142	95	23	predicted	predict	VERB
american_scientific_journal-1142	95	24	and	and	CCONJ
american_scientific_journal-1142	95	25	we	we	PRON
american_scientific_journal-1142	95	26	deferred	defer	VERB
american_scientific_journal-1142	95	27	the	the	DET
american_scientific_journal-1142	95	28	study	study	NOUN
american_scientific_journal-1142	95	29	of	of	ADP
american_scientific_journal-1142	95	30	short	short	ADJ
american_scientific_journal-1142	95	31	term	term	NOUN
american_scientific_journal-1142	95	32	predictions	prediction	NOUN
american_scientific_journal-1142	95	33	to	to	ADP
american_scientific_journal-1142	95	34	future	future	ADJ
american_scientific_journal-1142	95	35	work	work	NOUN
american_scientific_journal-1142	95	36	that	that	PRON
american_scientific_journal-1142	95	37	would	would	AUX
american_scientific_journal-1142	95	38	take	take	VERB
american_scientific_journal-1142	95	39	into	into	ADP
american_scientific_journal-1142	95	40	account	account	NOUN
american_scientific_journal-1142	95	41	weekend	weekend	NOUN
american_scientific_journal-1142	95	42	effects	effect	NOUN
american_scientific_journal-1142	95	43	in	in	ADP
american_scientific_journal-1142	95	44	a	a	DET
american_scientific_journal-1142	95	45	more	more	ADV
american_scientific_journal-1142	95	46	sophisticated	sophisticated	ADJ
american_scientific_journal-1142	95	47	manner	manner	NOUN
american_scientific_journal-1142	95	48	.	.	PUNCT
american_scientific_journal-1142	96	1	in	in	ADP
american_scientific_journal-1142	96	2	figure	figure	NOUN
american_scientific_journal-1142	96	3	4	4	NUM
american_scientific_journal-1142	96	4	we	we	PRON
american_scientific_journal-1142	96	5	present	present	VERB
american_scientific_journal-1142	96	6	the	the	DET
american_scientific_journal-1142	96	7	results	result	NOUN
american_scientific_journal-1142	96	8	of	of	ADP
american_scientific_journal-1142	96	9	our	our	PRON
american_scientific_journal-1142	96	10	modeling	modeling	NOUN
american_scientific_journal-1142	96	11	in	in	ADP
american_scientific_journal-1142	96	12	terms	term	NOUN
american_scientific_journal-1142	96	13	of	of	ADP
american_scientific_journal-1142	96	14	the	the	DET
american_scientific_journal-1142	96	15	harmonics	harmonic	NOUN
american_scientific_journal-1142	96	16	of	of	ADP
american_scientific_journal-1142	96	17	the	the	DET
american_scientific_journal-1142	96	18	annual	annual	ADJ
american_scientific_journal-1142	96	19	,	,	PUNCT
american_scientific_journal-1142	96	20	diurnal	diurnal	ADJ
american_scientific_journal-1142	96	21	and	and	CCONJ
american_scientific_journal-1142	96	22	weekly	weekly	ADJ
american_scientific_journal-1142	96	23	variations	variation	NOUN
american_scientific_journal-1142	96	24	only	only	ADV
american_scientific_journal-1142	96	25	for	for	ADP
american_scientific_journal-1142	96	26	the	the	DET
american_scientific_journal-1142	96	27	year	year	NOUN
american_scientific_journal-1142	96	28	2012	2012	NUM
american_scientific_journal-1142	96	29	.	.	PUNCT
american_scientific_journal-1142	97	1	our	our	PRON
american_scientific_journal-1142	97	2	model	model	NOUN
american_scientific_journal-1142	97	3	uses	use	VERB
american_scientific_journal-1142	97	4	96	96	NUM
american_scientific_journal-1142	97	5	time	time	NOUN
american_scientific_journal-1142	97	6	regressors	regressor	NOUN
american_scientific_journal-1142	97	7	and	and	CCONJ
american_scientific_journal-1142	97	8	160	160	NUM
american_scientific_journal-1142	97	9	modulation	modulation	NOUN
american_scientific_journal-1142	97	10	regressors	regressor	NOUN
american_scientific_journal-1142	97	11	.	.	PUNCT
american_scientific_journal-1142	98	1	the	the	DET
american_scientific_journal-1142	98	2	model	model	NOUN
american_scientific_journal-1142	98	3	is	be	AUX
american_scientific_journal-1142	98	4	quite	quite	ADV
american_scientific_journal-1142	98	5	satisfactory	satisfactory	ADJ
american_scientific_journal-1142	98	6	and	and	CCONJ
american_scientific_journal-1142	98	7	shows	show	VERB
american_scientific_journal-1142	98	8	the	the	DET
american_scientific_journal-1142	98	9	power	power	NOUN
american_scientific_journal-1142	98	10	of	of	ADP
american_scientific_journal-1142	98	11	including	include	VERB
american_scientific_journal-1142	98	12	modulation	modulation	NOUN
american_scientific_journal-1142	98	13	of	of	ADP
american_scientific_journal-1142	98	14	the	the	DET
american_scientific_journal-1142	98	15	high	high	ADJ
american_scientific_journal-1142	98	16	frequency	frequency	NOUN
american_scientific_journal-1142	98	17	components	component	NOUN
american_scientific_journal-1142	98	18	by	by	ADP
american_scientific_journal-1142	98	19	the	the	DET
american_scientific_journal-1142	98	20	low	low	ADJ
american_scientific_journal-1142	98	21	frequency	frequency	NOUN
american_scientific_journal-1142	98	22	variations	variation	NOUN
american_scientific_journal-1142	98	23	.	.	PUNCT
american_scientific_journal-1142	99	1	figure	figure	VERB
american_scientific_journal-1142	99	2	4	4	NUM
american_scientific_journal-1142	99	3	:	:	PUNCT
american_scientific_journal-1142	99	4	the	the	DET
american_scientific_journal-1142	99	5	model	model	NOUN
american_scientific_journal-1142	99	6	and	and	CCONJ
american_scientific_journal-1142	99	7	demand	demand	NOUN
american_scientific_journal-1142	99	8	for	for	ADP
american_scientific_journal-1142	99	9	a	a	DET
american_scientific_journal-1142	99	10	year	year	NOUN
american_scientific_journal-1142	99	11	period	period	NOUN
american_scientific_journal-1142	99	12	.	.	PUNCT
american_scientific_journal-1142	100	1	a	a	DET
american_scientific_journal-1142	100	2	close	close	NOUN
american_scientific_journal-1142	100	3	up	up	ADP
american_scientific_journal-1142	100	4	to	to	ADP
american_scientific_journal-1142	100	5	the	the	DET
american_scientific_journal-1142	100	6	model	model	NOUN
american_scientific_journal-1142	100	7	that	that	PRON
american_scientific_journal-1142	100	8	includes	include	VERB
american_scientific_journal-1142	100	9	7	7	NUM
american_scientific_journal-1142	100	10	days	day	NOUN
american_scientific_journal-1142	100	11	for	for	ADP
american_scientific_journal-1142	100	12	winter	winter	NOUN
american_scientific_journal-1142	100	13	and	and	CCONJ
american_scientific_journal-1142	100	14	summer	summer	NOUN
american_scientific_journal-1142	100	15	is	be	AUX
american_scientific_journal-1142	100	16	given	give	VERB
american_scientific_journal-1142	100	17	in	in	ADP
american_scientific_journal-1142	100	18	figure	figure	NOUN
american_scientific_journal-1142	100	19	5	5	NUM
american_scientific_journal-1142	100	20	.	.	PUNCT
american_scientific_journal-1142	101	1	the	the	DET
american_scientific_journal-1142	101	2	figure	figure	NOUN
american_scientific_journal-1142	101	3	shows	show	VERB
american_scientific_journal-1142	101	4	that	that	SCONJ
american_scientific_journal-1142	101	5	both	both	CCONJ
american_scientific_journal-1142	101	6	weekday	weekday	NOUN
american_scientific_journal-1142	101	7	and	and	CCONJ
american_scientific_journal-1142	101	8	weekend	weekend	NOUN
american_scientific_journal-1142	101	9	intraday	intraday	NOUN
american_scientific_journal-1142	101	10	variations	variation	NOUN
american_scientific_journal-1142	101	11	are	be	AUX
american_scientific_journal-1142	101	12	realistically	realistically	ADV
american_scientific_journal-1142	101	13	reproduced	reproduce	VERB
american_scientific_journal-1142	101	14	.	.	PUNCT
american_scientific_journal-1142	102	1	the	the	DET
american_scientific_journal-1142	102	2	l2	l2	NOUN
american_scientific_journal-1142	102	3	norm	norm	NOUN
american_scientific_journal-1142	102	4	of	of	ADP
american_scientific_journal-1142	102	5	the	the	DET
american_scientific_journal-1142	102	6	modeling	modeling	NOUN
american_scientific_journal-1142	102	7	errors	error	NOUN
american_scientific_journal-1142	102	8	for	for	ADP
american_scientific_journal-1142	102	9	each	each	DET
american_scientific_journal-1142	102	10	year	year	NOUN
american_scientific_journal-1142	102	11	is	be	AUX
american_scientific_journal-1142	102	12	given	give	VERB
american_scientific_journal-1142	102	13	table	table	NOUN
american_scientific_journal-1142	102	14	1	1	NUM
american_scientific_journal-1142	102	15	.	.	NUM
american_scientific_journal-1142	102	16	92	92	NUM
american_scientific_journal-1142	102	17	american	american	ADJ
american_scientific_journal-1142	102	18	scientific	scientific	ADJ
american_scientific_journal-1142	102	19	research	research	NOUN
american_scientific_journal-1142	102	20	journal	journal	NOUN
american_scientific_journal-1142	102	21	for	for	ADP
american_scientific_journal-1142	102	22	engineering	engineering	NOUN
american_scientific_journal-1142	102	23	,	,	PUNCT
american_scientific_journal-1142	102	24	technology	technology	NOUN
american_scientific_journal-1142	102	25	,	,	PUNCT
american_scientific_journal-1142	102	26	and	and	CCONJ
american_scientific_journal-1142	102	27	sciences	science	NOUN
american_scientific_journal-1142	102	28	(	(	PUNCT
american_scientific_journal-1142	102	29	asrjets	asrjet	NOUN
american_scientific_journal-1142	102	30	)	)	PUNCT
american_scientific_journal-1142	102	31	(	(	PUNCT
american_scientific_journal-1142	102	32	2015	2015	NUM
american_scientific_journal-1142	102	33	)	)	PUNCT
american_scientific_journal-1142	102	34	volume	volume	NOUN
american_scientific_journal-1142	102	35	14	14	NUM
american_scientific_journal-1142	102	36	,	,	PUNCT
american_scientific_journal-1142	102	37	no	no	DET
american_scientific_journal-1142	102	38	3	3	NUM
american_scientific_journal-1142	102	39	,	,	PUNCT
american_scientific_journal-1142	102	40	pp	pp	ADV
american_scientific_journal-1142	102	41	87	87	NUM
american_scientific_journal-1142	102	42	-	-	SYM
american_scientific_journal-1142	102	43	94	94	NUM
american_scientific_journal-1142	102	44	figure	figure	NOUN
american_scientific_journal-1142	102	45	5	5	NUM
american_scientific_journal-1142	102	46	:	:	PUNCT
american_scientific_journal-1142	102	47	the	the	DET
american_scientific_journal-1142	102	48	model	model	NOUN
american_scientific_journal-1142	102	49	and	and	CCONJ
american_scientific_journal-1142	102	50	demand	demand	NOUN
american_scientific_journal-1142	102	51	for	for	ADP
american_scientific_journal-1142	102	52	a	a	DET
american_scientific_journal-1142	102	53	week	week	NOUN
american_scientific_journal-1142	102	54	.	.	PUNCT
american_scientific_journal-1142	103	1	in	in	ADP
american_scientific_journal-1142	103	2	order	order	NOUN
american_scientific_journal-1142	103	3	to	to	PART
american_scientific_journal-1142	103	4	give	give	VERB
american_scientific_journal-1142	103	5	an	an	DET
american_scientific_journal-1142	103	6	example	example	NOUN
american_scientific_journal-1142	103	7	of	of	ADP
american_scientific_journal-1142	103	8	the	the	DET
american_scientific_journal-1142	103	9	long	long	ADJ
american_scientific_journal-1142	103	10	term	term	NOUN
american_scientific_journal-1142	103	11	prediction	prediction	NOUN
american_scientific_journal-1142	103	12	performance	performance	NOUN
american_scientific_journal-1142	103	13	of	of	ADP
american_scientific_journal-1142	103	14	our	our	PRON
american_scientific_journal-1142	103	15	model	model	NOUN
american_scientific_journal-1142	103	16	,	,	PUNCT
american_scientific_journal-1142	103	17	we	we	PRON
american_scientific_journal-1142	103	18	use	use	VERB
american_scientific_journal-1142	103	19	the	the	DET
american_scientific_journal-1142	103	20	electricity	electricity	NOUN
american_scientific_journal-1142	103	21	demands	demand	NOUN
american_scientific_journal-1142	103	22	for	for	ADP
american_scientific_journal-1142	103	23	2013	2013	NUM
american_scientific_journal-1142	103	24	and	and	CCONJ
american_scientific_journal-1142	103	25	2014	2014	NUM
american_scientific_journal-1142	103	26	to	to	PART
american_scientific_journal-1142	103	27	build	build	VERB
american_scientific_journal-1142	103	28	a	a	DET
american_scientific_journal-1142	103	29	model	model	NOUN
american_scientific_journal-1142	103	30	and	and	CCONJ
american_scientific_journal-1142	103	31	we	we	PRON
american_scientific_journal-1142	103	32	use	use	VERB
american_scientific_journal-1142	103	33	this	this	DET
american_scientific_journal-1142	103	34	model	model	NOUN
american_scientific_journal-1142	103	35	to	to	PART
american_scientific_journal-1142	103	36	forecast	forecast	VERB
american_scientific_journal-1142	103	37	the	the	DET
american_scientific_journal-1142	103	38	electricity	electricity	NOUN
american_scientific_journal-1142	103	39	demand	demand	NOUN
american_scientific_journal-1142	103	40	for	for	ADP
american_scientific_journal-1142	103	41	2014	2014	NUM
american_scientific_journal-1142	103	42	within	within	ADP
american_scientific_journal-1142	103	43	9.8	9.8	NUM
american_scientific_journal-1142	103	44	%	%	NOUN
american_scientific_journal-1142	103	45	,	,	PUNCT
american_scientific_journal-1142	103	46	as	as	SCONJ
american_scientific_journal-1142	103	47	displayed	display	VERB
american_scientific_journal-1142	103	48	in	in	ADP
american_scientific_journal-1142	103	49	table	table	NOUN
american_scientific_journal-1142	103	50	1	1	NUM
american_scientific_journal-1142	103	51	.	.	PUNCT
american_scientific_journal-1142	104	1	we	we	PRON
american_scientific_journal-1142	104	2	note	note	VERB
american_scientific_journal-1142	104	3	that	that	SCONJ
american_scientific_journal-1142	104	4	this	this	DET
american_scientific_journal-1142	104	5	1	1	NUM
american_scientific_journal-1142	104	6	-	-	PUNCT
american_scientific_journal-1142	104	7	year	year	NOUN
american_scientific_journal-1142	104	8	ahead	ahead	NOUN
american_scientific_journal-1142	104	9	prediction	prediction	NOUN
american_scientific_journal-1142	104	10	is	be	AUX
american_scientific_journal-1142	104	11	shown	show	VERB
american_scientific_journal-1142	104	12	just	just	ADV
american_scientific_journal-1142	104	13	to	to	PART
american_scientific_journal-1142	104	14	give	give	VERB
american_scientific_journal-1142	104	15	an	an	DET
american_scientific_journal-1142	104	16	idea	idea	NOUN
american_scientific_journal-1142	104	17	of	of	ADP
american_scientific_journal-1142	104	18	the	the	DET
american_scientific_journal-1142	104	19	performance	performance	NOUN
american_scientific_journal-1142	104	20	of	of	ADP
american_scientific_journal-1142	104	21	the	the	DET
american_scientific_journal-1142	104	22	model	model	NOUN
american_scientific_journal-1142	104	23	;	;	PUNCT
american_scientific_journal-1142	104	24	in	in	ADP
american_scientific_journal-1142	104	25	a	a	DET
american_scientific_journal-1142	104	26	realistic	realistic	ADJ
american_scientific_journal-1142	104	27	situation	situation	NOUN
american_scientific_journal-1142	104	28	it	it	PRON
american_scientific_journal-1142	104	29	has	have	VERB
american_scientific_journal-1142	104	30	to	to	PART
american_scientific_journal-1142	104	31	be	be	AUX
american_scientific_journal-1142	104	32	supplemented	supplement	VERB
american_scientific_journal-1142	104	33	with	with	ADP
american_scientific_journal-1142	104	34	short	short	ADJ
american_scientific_journal-1142	104	35	term	term	NOUN
american_scientific_journal-1142	104	36	forecast	forecast	NOUN
american_scientific_journal-1142	104	37	models	model	NOUN
american_scientific_journal-1142	104	38	including	include	VERB
american_scientific_journal-1142	104	39	possibly	possibly	ADV
american_scientific_journal-1142	104	40	weather	weather	NOUN
american_scientific_journal-1142	104	41	conditions	condition	NOUN
american_scientific_journal-1142	104	42	and	and	CCONJ
american_scientific_journal-1142	104	43	special	special	ADJ
american_scientific_journal-1142	104	44	events	event	NOUN
american_scientific_journal-1142	104	45	.	.	PUNCT
american_scientific_journal-1142	105	1	table	table	NOUN
american_scientific_journal-1142	105	2	1	1	NUM
american_scientific_journal-1142	105	3	:	:	PUNCT
american_scientific_journal-1142	105	4	modeling	modeling	NOUN
american_scientific_journal-1142	105	5	and	and	CCONJ
american_scientific_journal-1142	105	6	prediction	prediction	NOUN
american_scientific_journal-1142	105	7	errors	error	NOUN
american_scientific_journal-1142	105	8	.	.	PUNCT
american_scientific_journal-1142	106	1	3	3	X
american_scientific_journal-1142	106	2	.	.	X
american_scientific_journal-1142	106	3	conclusion	conclusion	NOUN
american_scientific_journal-1142	106	4	forecasting	forecast	VERB
american_scientific_journal-1142	106	5	the	the	DET
american_scientific_journal-1142	106	6	electricity	electricity	NOUN
american_scientific_journal-1142	106	7	demand	demand	NOUN
american_scientific_journal-1142	106	8	plays	play	VERB
american_scientific_journal-1142	106	9	a	a	DET
american_scientific_journal-1142	106	10	key	key	ADJ
american_scientific_journal-1142	106	11	role	role	NOUN
american_scientific_journal-1142	106	12	long	long	ADJ
american_scientific_journal-1142	106	13	term	term	NOUN
american_scientific_journal-1142	106	14	and	and	CCONJ
american_scientific_journal-1142	106	15	short	short	ADJ
american_scientific_journal-1142	106	16	term	term	NOUN
american_scientific_journal-1142	106	17	strategies	strategy	NOUN
american_scientific_journal-1142	106	18	of	of	ADP
american_scientific_journal-1142	106	19	companies	company	NOUN
american_scientific_journal-1142	106	20	.	.	PUNCT
american_scientific_journal-1142	107	1	long	long	ADJ
american_scientific_journal-1142	107	2	term	term	NOUN
american_scientific_journal-1142	107	3	electricity	electricity	NOUN
american_scientific_journal-1142	107	4	demand	demand	NOUN
american_scientific_journal-1142	107	5	forecasts	forecast	NOUN
american_scientific_journal-1142	107	6	are	be	AUX
american_scientific_journal-1142	107	7	required	require	VERB
american_scientific_journal-1142	107	8	to	to	PART
american_scientific_journal-1142	107	9	make	make	VERB
american_scientific_journal-1142	107	10	investment	investment	NOUN
american_scientific_journal-1142	107	11	decisions	decision	NOUN
american_scientific_journal-1142	107	12	and	and	CCONJ
american_scientific_journal-1142	107	13	to	to	PART
american_scientific_journal-1142	107	14	add	add	VERB
american_scientific_journal-1142	107	15	capacity	capacity	NOUN
american_scientific_journal-1142	107	16	.	.	PUNCT
american_scientific_journal-1142	108	1	in	in	ADP
american_scientific_journal-1142	108	2	this	this	DET
american_scientific_journal-1142	108	3	paper	paper	NOUN
american_scientific_journal-1142	108	4	electricity	electricity	NOUN
american_scientific_journal-1142	108	5	demand	demand	NOUN
american_scientific_journal-1142	108	6	data	datum	NOUN
american_scientific_journal-1142	108	7	of	of	ADP
american_scientific_journal-1142	108	8	turkey	turkey	NOUN
american_scientific_journal-1142	108	9	,	,	PUNCT
american_scientific_journal-1142	108	10	for	for	ADP
american_scientific_journal-1142	108	11	the	the	DET
american_scientific_journal-1142	108	12	years	year	NOUN
american_scientific_journal-1142	108	13	2012	2012	NUM
american_scientific_journal-1142	108	14	,	,	PUNCT
american_scientific_journal-1142	108	15	2013	2013	NUM
american_scientific_journal-1142	108	16	and	and	CCONJ
american_scientific_journal-1142	108	17	2014	2014	NUM
american_scientific_journal-1142	108	18	were	be	AUX
american_scientific_journal-1142	108	19	analyzed	analyze	VERB
american_scientific_journal-1142	108	20	and	and	CCONJ
american_scientific_journal-1142	108	21	a	a	DET
american_scientific_journal-1142	108	22	model	model	NOUN
american_scientific_journal-1142	108	23	was	be	AUX
american_scientific_journal-1142	108	24	developed	develop	VERB
american_scientific_journal-1142	108	25	for	for	ADP
american_scientific_journal-1142	108	26	the	the	DET
american_scientific_journal-1142	108	27	demand	demand	NOUN
american_scientific_journal-1142	108	28	pattern	pattern	NOUN
american_scientific_journal-1142	108	29	.	.	PUNCT
american_scientific_journal-1142	109	1	first	first	ADV
american_scientific_journal-1142	109	2	,	,	PUNCT
american_scientific_journal-1142	109	3	yearly	yearly	ADJ
american_scientific_journal-1142	109	4	harmonics	harmonic	NOUN
american_scientific_journal-1142	109	5	were	be	AUX
american_scientific_journal-1142	109	6	added	add	VERB
american_scientific_journal-1142	109	7	to	to	ADP
american_scientific_journal-1142	109	8	the	the	DET
american_scientific_journal-1142	109	9	model	model	NOUN
american_scientific_journal-1142	109	10	,	,	PUNCT
american_scientific_journal-1142	109	11	and	and	CCONJ
american_scientific_journal-1142	109	12	then	then	ADV
american_scientific_journal-1142	109	13	daily	daily	ADJ
american_scientific_journal-1142	109	14	and	and	CCONJ
american_scientific_journal-1142	109	15	weekly	weekly	ADJ
american_scientific_journal-1142	109	16	harmonics	harmonic	NOUN
american_scientific_journal-1142	109	17	were	be	AUX
american_scientific_journal-1142	109	18	added	add	VERB
american_scientific_journal-1142	109	19	to	to	PART
american_scientific_journal-1142	109	20	have	have	VERB
american_scientific_journal-1142	109	21	better	well	ADJ
american_scientific_journal-1142	109	22	results	result	NOUN
american_scientific_journal-1142	109	23	.	.	PUNCT
american_scientific_journal-1142	110	1	it	it	PRON
american_scientific_journal-1142	110	2	is	be	AUX
american_scientific_journal-1142	110	3	shown	show	VERB
american_scientific_journal-1142	110	4	that	that	SCONJ
american_scientific_journal-1142	110	5	the	the	DET
american_scientific_journal-1142	110	6	models	model	NOUN
american_scientific_journal-1142	110	7	give	give	VERB
american_scientific_journal-1142	110	8	better	well	ADJ
american_scientific_journal-1142	110	9	result	result	NOUN
american_scientific_journal-1142	110	10	with	with	ADP
american_scientific_journal-1142	110	11	adding	add	VERB
american_scientific_journal-1142	110	12	weekly	weekly	ADJ
american_scientific_journal-1142	110	13	harmonics	harmonic	NOUN
american_scientific_journal-1142	110	14	.	.	PUNCT
american_scientific_journal-1142	111	1	the	the	DET
american_scientific_journal-1142	111	2	method	method	NOUN
american_scientific_journal-1142	111	3	returns	return	VERB
american_scientific_journal-1142	111	4	promising	promise	VERB
american_scientific_journal-1142	111	5	results	result	NOUN
american_scientific_journal-1142	111	6	in	in	ADP
american_scientific_journal-1142	111	7	terms	term	NOUN
american_scientific_journal-1142	111	8	of	of	ADP
american_scientific_journal-1142	111	9	estimating	estimate	VERB
american_scientific_journal-1142	111	10	the	the	DET
american_scientific_journal-1142	111	11	electricity	electricity	NOUN
american_scientific_journal-1142	111	12	price	price	NOUN
american_scientific_journal-1142	111	13	profile	profile	NOUN
american_scientific_journal-1142	111	14	of	of	ADP
american_scientific_journal-1142	111	15	a	a	DET
american_scientific_journal-1142	111	16	certain	certain	ADJ
american_scientific_journal-1142	111	17	time	time	NOUN
american_scientific_journal-1142	111	18	period	period	NOUN
american_scientific_journal-1142	111	19	.	.	PUNCT
american_scientific_journal-1142	112	1	the	the	DET
american_scientific_journal-1142	112	2	model	model	NOUN
american_scientific_journal-1142	112	3	captures	capture	VERB
american_scientific_journal-1142	112	4	the	the	DET
american_scientific_journal-1142	112	5	cyclical	cyclical	ADJ
american_scientific_journal-1142	112	6	behavior	behavior	NOUN
american_scientific_journal-1142	112	7	of	of	ADP
american_scientific_journal-1142	112	8	the	the	DET
american_scientific_journal-1142	112	9	daily	daily	ADJ
american_scientific_journal-1142	112	10	and	and	CCONJ
american_scientific_journal-1142	112	11	weekly	weekly	ADJ
american_scientific_journal-1142	112	12	routines	routine	NOUN
american_scientific_journal-1142	112	13	.	.	PUNCT
american_scientific_journal-1142	113	1	the	the	DET
american_scientific_journal-1142	113	2	temperature	temperature	NOUN
american_scientific_journal-1142	113	3	is	be	AUX
american_scientific_journal-1142	113	4	an	an	DET
american_scientific_journal-1142	113	5	important	important	ADJ
american_scientific_journal-1142	113	6	parameter	parameter	NOUN
american_scientific_journal-1142	113	7	to	to	PART
american_scientific_journal-1142	113	8	consider	consider	VERB
american_scientific_journal-1142	113	9	when	when	SCONJ
american_scientific_journal-1142	113	10	evaluating	evaluate	VERB
american_scientific_journal-1142	113	11	the	the	DET
american_scientific_journal-1142	113	12	electricity	electricity	NOUN
american_scientific_journal-1142	113	13	demand	demand	NOUN
american_scientific_journal-1142	113	14	as	as	ADP
american_scientific_journal-1142	113	15	the	the	DET
american_scientific_journal-1142	113	16	error	error	NOUN
american_scientific_journal-1142	113	17	types	type	NOUN
american_scientific_journal-1142	113	18	2012	2012	NUM
american_scientific_journal-1142	113	19	2013	2013	NUM
american_scientific_journal-1142	113	20	2014	2014	NUM
american_scientific_journal-1142	113	21	modeling	model	VERB
american_scientific_journal-1142	113	22	3.96	3.96	NUM
american_scientific_journal-1142	113	23	%	%	NOUN
american_scientific_journal-1142	113	24	4.81	4.81	NUM
american_scientific_journal-1142	113	25	%	%	NOUN
american_scientific_journal-1142	113	26	4.37	4.37	NUM
american_scientific_journal-1142	113	27	%	%	NOUN
american_scientific_journal-1142	113	28	prediction	prediction	NOUN
american_scientific_journal-1142	113	29	9.80	9.80	NUM
american_scientific_journal-1142	113	30	%	%	NOUN
american_scientific_journal-1142	113	31	93	93	NUM
american_scientific_journal-1142	113	32	american	american	ADJ
american_scientific_journal-1142	113	33	scientific	scientific	ADJ
american_scientific_journal-1142	113	34	research	research	NOUN
american_scientific_journal-1142	113	35	journal	journal	NOUN
american_scientific_journal-1142	113	36	for	for	ADP
american_scientific_journal-1142	113	37	engineering	engineering	NOUN
american_scientific_journal-1142	113	38	,	,	PUNCT
american_scientific_journal-1142	113	39	technology	technology	NOUN
american_scientific_journal-1142	113	40	,	,	PUNCT
american_scientific_journal-1142	113	41	and	and	CCONJ
american_scientific_journal-1142	113	42	sciences	science	NOUN
american_scientific_journal-1142	113	43	(	(	PUNCT
american_scientific_journal-1142	113	44	asrjets	asrjet	NOUN
american_scientific_journal-1142	113	45	)	)	PUNCT
american_scientific_journal-1142	113	46	(	(	PUNCT
american_scientific_journal-1142	113	47	2015	2015	NUM
american_scientific_journal-1142	113	48	)	)	PUNCT
american_scientific_journal-1142	113	49	volume	volume	NOUN
american_scientific_journal-1142	113	50	14	14	NUM
american_scientific_journal-1142	113	51	,	,	PUNCT
american_scientific_journal-1142	113	52	no	no	DET
american_scientific_journal-1142	113	53	3	3	NUM
american_scientific_journal-1142	113	54	,	,	PUNCT
american_scientific_journal-1142	113	55	pp	pp	ADV
american_scientific_journal-1142	113	56	87	87	NUM
american_scientific_journal-1142	113	57	-	-	SYM
american_scientific_journal-1142	113	58	94	94	NUM
american_scientific_journal-1142	113	59	temperature	temperature	NOUN
american_scientific_journal-1142	113	60	effects	effect	NOUN
american_scientific_journal-1142	113	61	the	the	DET
american_scientific_journal-1142	113	62	consumption	consumption	NOUN
american_scientific_journal-1142	113	63	.	.	PUNCT
american_scientific_journal-1142	114	1	we	we	PRON
american_scientific_journal-1142	114	2	plan	plan	VERB
american_scientific_journal-1142	114	3	to	to	PART
american_scientific_journal-1142	114	4	analyze	analyze	VERB
american_scientific_journal-1142	114	5	the	the	DET
american_scientific_journal-1142	114	6	effect	effect	NOUN
american_scientific_journal-1142	114	7	of	of	ADP
american_scientific_journal-1142	114	8	the	the	DET
american_scientific_journal-1142	114	9	temperature	temperature	NOUN
american_scientific_journal-1142	114	10	on	on	ADP
american_scientific_journal-1142	114	11	the	the	DET
american_scientific_journal-1142	114	12	electricity	electricity	NOUN
american_scientific_journal-1142	114	13	demand	demand	NOUN
american_scientific_journal-1142	114	14	and	and	CCONJ
american_scientific_journal-1142	114	15	we	we	PRON
american_scientific_journal-1142	114	16	would	would	AUX
american_scientific_journal-1142	114	17	like	like	VERB
american_scientific_journal-1142	114	18	to	to	PART
american_scientific_journal-1142	114	19	improve	improve	VERB
american_scientific_journal-1142	114	20	the	the	DET
american_scientific_journal-1142	114	21	model	model	NOUN
american_scientific_journal-1142	114	22	to	to	PART
american_scientific_journal-1142	114	23	have	have	VERB
american_scientific_journal-1142	114	24	more	more	ADV
american_scientific_journal-1142	114	25	reliable	reliable	ADJ
american_scientific_journal-1142	114	26	results	result	NOUN
american_scientific_journal-1142	114	27	.	.	PUNCT
american_scientific_journal-1142	115	1	the	the	DET
american_scientific_journal-1142	115	2	share	share	NOUN
american_scientific_journal-1142	115	3	of	of	ADP
american_scientific_journal-1142	115	4	the	the	DET
american_scientific_journal-1142	115	5	residential	residential	ADJ
american_scientific_journal-1142	115	6	use	use	NOUN
american_scientific_journal-1142	115	7	and	and	CCONJ
american_scientific_journal-1142	115	8	industrial	industrial	ADJ
american_scientific_journal-1142	115	9	consumption	consumption	NOUN
american_scientific_journal-1142	115	10	is	be	AUX
american_scientific_journal-1142	115	11	also	also	ADV
american_scientific_journal-1142	115	12	another	another	DET
american_scientific_journal-1142	115	13	important	important	ADJ
american_scientific_journal-1142	115	14	topic	topic	NOUN
american_scientific_journal-1142	115	15	that	that	PRON
american_scientific_journal-1142	115	16	we	we	PRON
american_scientific_journal-1142	115	17	plan	plan	VERB
american_scientific_journal-1142	115	18	to	to	PART
american_scientific_journal-1142	115	19	work	work	VERB
american_scientific_journal-1142	115	20	in	in	ADP
american_scientific_journal-1142	115	21	future	future	ADJ
american_scientific_journal-1142	115	22	research	research	NOUN
american_scientific_journal-1142	115	23	.	.	PUNCT
american_scientific_journal-1142	116	1	we	we	PRON
american_scientific_journal-1142	116	2	will	will	AUX
american_scientific_journal-1142	116	3	work	work	VERB
american_scientific_journal-1142	116	4	on	on	ADP
american_scientific_journal-1142	116	5	the	the	DET
american_scientific_journal-1142	116	6	methods	method	NOUN
american_scientific_journal-1142	116	7	to	to	PART
american_scientific_journal-1142	116	8	distinguish	distinguish	VERB
american_scientific_journal-1142	116	9	the	the	DET
american_scientific_journal-1142	116	10	share	share	NOUN
american_scientific_journal-1142	116	11	of	of	ADP
american_scientific_journal-1142	116	12	the	the	DET
american_scientific_journal-1142	116	13	residential	residential	ADJ
american_scientific_journal-1142	116	14	consumption	consumption	NOUN
american_scientific_journal-1142	116	15	from	from	ADP
american_scientific_journal-1142	116	16	the	the	DET
american_scientific_journal-1142	116	17	share	share	NOUN
american_scientific_journal-1142	116	18	of	of	ADP
american_scientific_journal-1142	116	19	the	the	DET
american_scientific_journal-1142	116	20	industrial	industrial	ADJ
american_scientific_journal-1142	116	21	consumption	consumption	NOUN
american_scientific_journal-1142	116	22	to	to	PART
american_scientific_journal-1142	116	23	make	make	VERB
american_scientific_journal-1142	116	24	more	more	ADV
american_scientific_journal-1142	116	25	reliable	reliable	ADJ
american_scientific_journal-1142	116	26	analysis	analysis	NOUN
american_scientific_journal-1142	116	27	.	.	PUNCT
american_scientific_journal-1142	117	1	references	reference	NOUN
american_scientific_journal-1142	117	2	[	[	X
american_scientific_journal-1142	117	3	1	1	NUM
american_scientific_journal-1142	117	4	]	]	PUNCT
american_scientific_journal-1142	117	5	i.	i.	NOUN
american_scientific_journal-1142	117	6	dyner	dyner	PROPN
american_scientific_journal-1142	117	7	,	,	PUNCT
american_scientific_journal-1142	117	8	e.	e.	PROPN
american_scientific_journal-1142	117	9	larsen	larsen	PROPN
american_scientific_journal-1142	117	10	.	.	PUNCT
american_scientific_journal-1142	118	1	“	"	PUNCT
american_scientific_journal-1142	118	2	from	from	ADP
american_scientific_journal-1142	118	3	planning	plan	VERB
american_scientific_journal-1142	118	4	to	to	ADP
american_scientific_journal-1142	118	5	strategy	strategy	NOUN
american_scientific_journal-1142	118	6	in	in	ADP
american_scientific_journal-1142	118	7	the	the	DET
american_scientific_journal-1142	118	8	electricity	electricity	NOUN
american_scientific_journal-1142	118	9	industry	industry	NOUN
american_scientific_journal-1142	118	10	.	.	PUNCT
american_scientific_journal-1142	118	11	”	"	PUNCT
american_scientific_journal-1142	118	12	energy	energy	NOUN
american_scientific_journal-1142	118	13	policy	policy	NOUN
american_scientific_journal-1142	118	14	.	.	PUNCT
american_scientific_journal-1142	119	1	vol	vol	NOUN
american_scientific_journal-1142	119	2	.	.	PUNCT
american_scientific_journal-1142	120	1	29(13	29(13	NUM
american_scientific_journal-1142	120	2	):	):	PUNCT
american_scientific_journal-1142	120	3	,	,	PUNCT
american_scientific_journal-1142	120	4	pp	pp	ADP
american_scientific_journal-1142	120	5	.	.	PUNCT
american_scientific_journal-1142	121	1	1145	1145	NUM
american_scientific_journal-1142	121	2	-	-	SYM
american_scientific_journal-1142	121	3	1154	1154	NUM
american_scientific_journal-1142	121	4	,	,	PUNCT
american_scientific_journal-1142	121	5	2001	2001	NUM
american_scientific_journal-1142	121	6	.	.	PUNCT
american_scientific_journal-1142	122	1	[	[	X
american_scientific_journal-1142	122	2	2	2	NUM
american_scientific_journal-1142	122	3	]	]	X
american_scientific_journal-1142	122	4	jv	jv	PROPN
american_scientific_journal-1142	122	5	ringwood	ringwood	PROPN
american_scientific_journal-1142	122	6	,	,	PUNCT
american_scientific_journal-1142	122	7	d.	d.	PROPN
american_scientific_journal-1142	122	8	bofelli	bofelli	PROPN
american_scientific_journal-1142	122	9	.	.	PUNCT
american_scientific_journal-1142	122	10	,	,	PUNCT
american_scientific_journal-1142	122	11	f.t	f.t	PROPN
american_scientific_journal-1142	122	12	.	.	PROPN
american_scientific_journal-1142	122	13	murray	murray	PROPN
american_scientific_journal-1142	122	14	“	"	PUNCT
american_scientific_journal-1142	122	15	forecasting	forecast	VERB
american_scientific_journal-1142	122	16	electricity	electricity	NOUN
american_scientific_journal-1142	122	17	demand	demand	NOUN
american_scientific_journal-1142	122	18	on	on	ADP
american_scientific_journal-1142	122	19	short	short	ADJ
american_scientific_journal-1142	122	20	,	,	PUNCT
american_scientific_journal-1142	122	21	medium	medium	ADJ
american_scientific_journal-1142	122	22	and	and	CCONJ
american_scientific_journal-1142	122	23	long	long	ADJ
american_scientific_journal-1142	122	24	time	time	NOUN
american_scientific_journal-1142	122	25	scales	scale	NOUN
american_scientific_journal-1142	122	26	using	use	VERB
american_scientific_journal-1142	122	27	neural	neural	ADJ
american_scientific_journal-1142	122	28	networks	network	NOUN
american_scientific_journal-1142	122	29	.	.	PUNCT
american_scientific_journal-1142	122	30	”	"	PUNCT
american_scientific_journal-1142	122	31	journal	journal	NOUN
american_scientific_journal-1142	122	32	of	of	ADP
american_scientific_journal-1142	122	33	intelligent	intelligent	ADJ
american_scientific_journal-1142	122	34	and	and	CCONJ
american_scientific_journal-1142	122	35	robotic	robotic	ADJ
american_scientific_journal-1142	122	36	systems	system	NOUN
american_scientific_journal-1142	122	37	.	.	PUNCT
american_scientific_journal-1142	123	1	vol.31	vol.31	ADJ
american_scientific_journal-1142	123	2	,	,	PUNCT
american_scientific_journal-1142	123	3	pp	pp	ADJ
american_scientific_journal-1142	123	4	.	.	PUNCT
american_scientific_journal-1142	124	1	129	129	NUM
american_scientific_journal-1142	124	2	-	-	SYM
american_scientific_journal-1142	124	3	147	147	NUM
american_scientific_journal-1142	124	4	,	,	PUNCT
american_scientific_journal-1142	124	5	2001	2001	NUM
american_scientific_journal-1142	124	6	.	.	PUNCT
american_scientific_journal-1142	125	1	[	[	X
american_scientific_journal-1142	125	2	3	3	X
american_scientific_journal-1142	125	3	]	]	X
american_scientific_journal-1142	125	4	sr	sr	PROPN
american_scientific_journal-1142	125	5	brubacher	brubacher	PROPN
american_scientific_journal-1142	125	6	,	,	PUNCT
american_scientific_journal-1142	125	7	gt	gt	PROPN
american_scientific_journal-1142	125	8	wilson	wilson	PROPN
american_scientific_journal-1142	125	9	.	.	PUNCT
american_scientific_journal-1142	126	1	“	"	PUNCT
american_scientific_journal-1142	126	2	interpolating	interpolate	VERB
american_scientific_journal-1142	126	3	time	time	NOUN
american_scientific_journal-1142	126	4	series	series	NOUN
american_scientific_journal-1142	126	5	with	with	ADP
american_scientific_journal-1142	126	6	application	application	NOUN
american_scientific_journal-1142	126	7	to	to	ADP
american_scientific_journal-1142	126	8	the	the	DET
american_scientific_journal-1142	126	9	estimation	estimation	NOUN
american_scientific_journal-1142	126	10	of	of	ADP
american_scientific_journal-1142	126	11	holiday	holiday	NOUN
american_scientific_journal-1142	126	12	effects	effect	NOUN
american_scientific_journal-1142	126	13	on	on	ADP
american_scientific_journal-1142	126	14	electricity	electricity	NOUN
american_scientific_journal-1142	126	15	demand	demand	NOUN
american_scientific_journal-1142	126	16	.	.	PUNCT
american_scientific_journal-1142	126	17	”	"	PUNCT
american_scientific_journal-1142	126	18	applied	apply	VERB
american_scientific_journal-1142	126	19	statistics	statistic	NOUN
american_scientific_journal-1142	126	20	,	,	PUNCT
american_scientific_journal-1142	126	21	vol	vol	NOUN
american_scientific_journal-1142	126	22	.	.	PUNCT
american_scientific_journal-1142	127	1	25(2	25(2	NUM
american_scientific_journal-1142	127	2	)	)	PUNCT
american_scientific_journal-1142	127	3	,	,	PUNCT
american_scientific_journal-1142	128	1	pp	pp	ADP
american_scientific_journal-1142	128	2	.	.	PUNCT
american_scientific_journal-1142	129	1	107	107	NUM
american_scientific_journal-1142	129	2	-	-	SYM
american_scientific_journal-1142	129	3	116	116	NUM
american_scientific_journal-1142	129	4	,	,	PUNCT
american_scientific_journal-1142	129	5	1976	1976	NUM
american_scientific_journal-1142	129	6	.	.	PUNCT
american_scientific_journal-1142	130	1	[	[	X
american_scientific_journal-1142	130	2	4	4	NUM
american_scientific_journal-1142	130	3	]	]	X
american_scientific_journal-1142	130	4	c	c	PROPN
american_scientific_journal-1142	130	5	crowley	crowley	PROPN
american_scientific_journal-1142	130	6	,	,	PUNCT
american_scientific_journal-1142	130	7	fl	fl	PROPN
american_scientific_journal-1142	130	8	joutz	joutz	VERB
american_scientific_journal-1142	130	9	,	,	PUNCT
american_scientific_journal-1142	130	10	“	"	PUNCT
american_scientific_journal-1142	130	11	hourly	hourly	ADJ
american_scientific_journal-1142	130	12	electricity	electricity	NOUN
american_scientific_journal-1142	130	13	loads	load	NOUN
american_scientific_journal-1142	130	14	:	:	PUNCT
american_scientific_journal-1142	130	15	temperature	temperature	NOUN
american_scientific_journal-1142	130	16	elasticities	elasticity	NOUN
american_scientific_journal-1142	130	17	and	and	CCONJ
american_scientific_journal-1142	130	18	climate	climate	NOUN
american_scientific_journal-1142	130	19	change	change	NOUN
american_scientific_journal-1142	130	20	”	"	PUNCT
american_scientific_journal-1142	130	21	,	,	PUNCT
american_scientific_journal-1142	130	22	23rd	23rd	NOUN
american_scientific_journal-1142	130	23	us	us	PROPN
american_scientific_journal-1142	130	24	association	association	NOUN
american_scientific_journal-1142	130	25	of	of	ADP
american_scientific_journal-1142	130	26	energy	energy	NOUN
american_scientific_journal-1142	130	27	economics	economics	PROPN
american_scientific_journal-1142	130	28	north	north	PROPN
american_scientific_journal-1142	130	29	american	american	PROPN
american_scientific_journal-1142	130	30	conference	conference	PROPN
american_scientific_journal-1142	130	31	,	,	PUNCT
american_scientific_journal-1142	130	32	mexico	mexico	PROPN
american_scientific_journal-1142	130	33	city	city	PROPN
american_scientific_journal-1142	130	34	october	october	PROPN
american_scientific_journal-1142	130	35	19	19	NUM
american_scientific_journal-1142	130	36	-	-	SYM
american_scientific_journal-1142	130	37	21	21	NUM
american_scientific_journal-1142	130	38	,	,	PUNCT
american_scientific_journal-1142	130	39	2003	2003	NUM
american_scientific_journal-1142	130	40	.	.	PUNCT
american_scientific_journal-1142	131	1	[	[	X
american_scientific_journal-1142	131	2	5	5	NUM
american_scientific_journal-1142	131	3	]	]	PUNCT
american_scientific_journal-1142	131	4	ac	ac	PROPN
american_scientific_journal-1142	131	5	toker	toker	PROPN
american_scientific_journal-1142	131	6	,	,	PUNCT
american_scientific_journal-1142	131	7	o	o	PROPN
american_scientific_journal-1142	131	8	korkmaz	korkmaz	NOUN
american_scientific_journal-1142	131	9	,	,	PUNCT
american_scientific_journal-1142	131	10	“	"	PUNCT
american_scientific_journal-1142	131	11	türkiye	türkiye	PROPN
american_scientific_journal-1142	131	12	kısa	kısa	PROPN
american_scientific_journal-1142	131	13	süreli	süreli	PROPN
american_scientific_journal-1142	131	14	elektrik	elektrik	PROPN
american_scientific_journal-1142	131	15	talebinin	talebinin	PROPN
american_scientific_journal-1142	131	16	saatlik	saatlik	PROPN
american_scientific_journal-1142	131	17	olarak	olarak	PROPN
american_scientific_journal-1142	131	18	tahmin	tahmin	PROPN
american_scientific_journal-1142	131	19	edilmesi	edilmesi	NOUN
american_scientific_journal-1142	131	20	.	.	PUNCT
american_scientific_journal-1142	131	21	”	"	PUNCT
american_scientific_journal-1142	131	22	,	,	PUNCT
american_scientific_journal-1142	131	23	aplus	aplus	ADJ
american_scientific_journal-1142	131	24	enerji	enerji	NOUN
american_scientific_journal-1142	131	25	,	,	PUNCT
american_scientific_journal-1142	131	26	istanbul	istanbul	PROPN
american_scientific_journal-1142	131	27	,	,	PUNCT
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american_scientific_journal-1142	131	29	,	,	PUNCT
american_scientific_journal-1142	131	30	2010	2010	NUM
american_scientific_journal-1142	131	31	.	.	PUNCT
american_scientific_journal-1142	132	1	[	[	X
american_scientific_journal-1142	132	2	6	6	NUM
american_scientific_journal-1142	132	3	]	]	PUNCT
american_scientific_journal-1142	132	4	jw	jw	PROPN
american_scientific_journal-1142	132	5	taylora	taylora	PROPN
american_scientific_journal-1142	132	6	,	,	PUNCT
american_scientific_journal-1142	132	7	r	r	PROPN
american_scientific_journal-1142	132	8	buizzab	buizzab	ADV
american_scientific_journal-1142	132	9	,	,	PUNCT
american_scientific_journal-1142	132	10	“	"	PUNCT
american_scientific_journal-1142	132	11	using	use	VERB
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american_scientific_journal-1142	132	13	ensemble	ensemble	ADJ
american_scientific_journal-1142	132	14	predictions	prediction	NOUN
american_scientific_journal-1142	132	15	in	in	ADP
american_scientific_journal-1142	132	16	electricity	electricity	NOUN
american_scientific_journal-1142	132	17	demand	demand	NOUN
american_scientific_journal-1142	132	18	forecasting	forecasting	NOUN
american_scientific_journal-1142	132	19	.	.	PUNCT
american_scientific_journal-1142	132	20	”	"	PUNCT
american_scientific_journal-1142	132	21	,	,	PUNCT
american_scientific_journal-1142	132	22	international	international	ADJ
american_scientific_journal-1142	132	23	journal	journal	NOUN
american_scientific_journal-1142	132	24	of	of	ADP
american_scientific_journal-1142	132	25	forecasting	forecasting	NOUN
american_scientific_journal-1142	132	26	,	,	PUNCT
american_scientific_journal-1142	132	27	vol.19(1	vol.19(1	ADJ
american_scientific_journal-1142	132	28	)	)	PUNCT
american_scientific_journal-1142	132	29	,	,	PUNCT
american_scientific_journal-1142	132	30	pp	pp	ADP
american_scientific_journal-1142	132	31	.	.	PUNCT
american_scientific_journal-1142	133	1	57	57	NUM
american_scientific_journal-1142	133	2	-	-	SYM
american_scientific_journal-1142	133	3	70	70	NUM
american_scientific_journal-1142	133	4	,	,	PUNCT
american_scientific_journal-1142	133	5	2003	2003	NUM
american_scientific_journal-1142	133	6	.	.	PUNCT
american_scientific_journal-1142	134	1	94	94	NUM