id	sid	tid	token	lemma	pos
fcis-30620	1	1	frontiers	frontier	NOUN
fcis-30620	1	2	in	in	ADP
fcis-30620	1	3	computing	computing	NOUN
fcis-30620	1	4	and	and	CCONJ
fcis-30620	1	5	intelligent	intelligent	ADJ
fcis-30620	1	6	systems	system	NOUN
fcis-30620	1	7	issn	issn	VERB
fcis-30620	1	8	:	:	PUNCT
fcis-30620	1	9	2832	2832	NUM
fcis-30620	1	10	-	-	SYM
fcis-30620	1	11	6024	6024	NUM
fcis-30620	1	12	|	|	NOUN
fcis-30620	1	13	vol	vol	NOUN
fcis-30620	1	14	.	.	PROPN
fcis-30620	2	1	12	12	NUM
fcis-30620	2	2	,	,	PUNCT
fcis-30620	2	3	no	no	INTJ
fcis-30620	2	4	.	.	NOUN
fcis-30620	2	5	1	1	NUM
fcis-30620	2	6	,	,	PUNCT
fcis-30620	2	7	2025	2025	NUM
fcis-30620	2	8	128	128	NUM
fcis-30620	2	9	research	research	NOUN
fcis-30620	2	10	on	on	ADP
fcis-30620	2	11	distributed	distribute	VERB
fcis-30620	2	12	photovoltaic	photovoltaic	NOUN
fcis-30620	2	13	data	datum	NOUN
fcis-30620	2	14	prediction	prediction	NOUN
fcis-30620	2	15	based	base	VERB
fcis-30620	2	16	on	on	ADP
fcis-30620	2	17	deep	deep	ADJ
fcis-30620	2	18	learning	learning	NOUN
fcis-30620	2	19	method	method	PROPN
fcis-30620	2	20	nuolin	nuolin	PROPN
fcis-30620	2	21	yu	yu	PROPN
fcis-30620	2	22	*	*	PUNCT
fcis-30620	2	23	school	school	NOUN
fcis-30620	2	24	of	of	ADP
fcis-30620	2	25	science	science	NOUN
fcis-30620	2	26	,	,	PUNCT
fcis-30620	2	27	shandong	shandong	PROPN
fcis-30620	2	28	jianzhu	jianzhu	PROPN
fcis-30620	2	29	university	university	PROPN
fcis-30620	2	30	,	,	PUNCT
fcis-30620	2	31	jinan	jinan	PROPN
fcis-30620	2	32	,	,	PUNCT
fcis-30620	2	33	shandong	shandong	PROPN
fcis-30620	2	34	,	,	PUNCT
fcis-30620	2	35	china	china	PROPN
fcis-30620	2	36	*	*	PUNCT
fcis-30620	2	37	corresponding	correspond	VERB
fcis-30620	2	38	author	author	NOUN
fcis-30620	2	39	email	email	NOUN
fcis-30620	2	40	:	:	PUNCT
fcis-30620	2	41	15689096889@163.com	15689096889@163.com	NUM
fcis-30620	2	42	abstract	abstract	NOUN
fcis-30620	2	43	:	:	PUNCT
fcis-30620	2	44	aiming	aim	VERB
fcis-30620	2	45	at	at	ADP
fcis-30620	2	46	the	the	DET
fcis-30620	2	47	problem	problem	NOUN
fcis-30620	2	48	of	of	ADP
fcis-30620	2	49	distributed	distribute	VERB
fcis-30620	2	50	photovoltaic	photovoltaic	NOUN
fcis-30620	2	51	output	output	NOUN
fcis-30620	2	52	fluctuation	fluctuation	NOUN
fcis-30620	2	53	caused	cause	VERB
fcis-30620	2	54	by	by	ADP
fcis-30620	2	55	weather	weather	NOUN
fcis-30620	2	56	state	state	NOUN
fcis-30620	2	57	change	change	NOUN
fcis-30620	2	58	and	and	CCONJ
fcis-30620	2	59	the	the	DET
fcis-30620	2	60	technical	technical	ADJ
fcis-30620	2	61	bottleneck	bottleneck	NOUN
fcis-30620	2	62	of	of	ADP
fcis-30620	2	63	the	the	DET
fcis-30620	2	64	existing	exist	VERB
fcis-30620	2	65	prediction	prediction	NOUN
fcis-30620	2	66	model	model	NOUN
fcis-30620	2	67	lacking	lack	VERB
fcis-30620	2	68	refined	refined	ADJ
fcis-30620	2	69	meteorological	meteorological	ADJ
fcis-30620	2	70	information	information	NOUN
fcis-30620	2	71	support	support	NOUN
fcis-30620	2	72	,	,	PUNCT
fcis-30620	2	73	this	this	DET
fcis-30620	2	74	paper	paper	NOUN
fcis-30620	2	75	constructs	construct	VERB
fcis-30620	2	76	a	a	DET
fcis-30620	2	77	long	long	ADJ
fcis-30620	2	78	short	short	ADJ
fcis-30620	2	79	-	-	PUNCT
fcis-30620	2	80	term	term	NOUN
fcis-30620	2	81	memory	memory	NOUN
fcis-30620	2	82	(	(	PUNCT
fcis-30620	2	83	lstm	lstm	NOUN
fcis-30620	2	84	)	)	PUNCT
fcis-30620	2	85	network	network	NOUN
fcis-30620	2	86	prediction	prediction	NOUN
fcis-30620	2	87	model	model	NOUN
fcis-30620	2	88	that	that	PRON
fcis-30620	2	89	integrates	integrate	VERB
fcis-30620	2	90	the	the	DET
fcis-30620	2	91	characteristics	characteristic	NOUN
fcis-30620	2	92	of	of	ADP
fcis-30620	2	93	meteorological	meteorological	ADJ
fcis-30620	2	94	historical	historical	ADJ
fcis-30620	2	95	data	datum	NOUN
fcis-30620	2	96	.	.	PUNCT
fcis-30620	3	1	firstly	firstly	ADV
fcis-30620	3	2	,	,	PUNCT
fcis-30620	3	3	based	base	VERB
fcis-30620	3	4	on	on	ADP
fcis-30620	3	5	the	the	DET
fcis-30620	3	6	k	k	PROPN
fcis-30620	3	7	means	means	PROPN
fcis-30620	3	8	method	method	PROPN
fcis-30620	3	9	meteorological	meteorological	ADJ
fcis-30620	3	10	information	information	NOUN
fcis-30620	3	11	fusion	fusion	NOUN
fcis-30620	3	12	technology	technology	NOUN
fcis-30620	3	13	,	,	PUNCT
fcis-30620	3	14	the	the	DET
fcis-30620	3	15	historical	historical	ADJ
fcis-30620	3	16	meteorological	meteorological	ADJ
fcis-30620	3	17	data	datum	NOUN
fcis-30620	3	18	set	set	VERB
fcis-30620	3	19	is	be	AUX
fcis-30620	3	20	divided	divide	VERB
fcis-30620	3	21	into	into	ADP
fcis-30620	3	22	four	four	NUM
fcis-30620	3	23	basic	basic	ADJ
fcis-30620	3	24	categories	category	NOUN
fcis-30620	3	25	:	:	PUNCT
fcis-30620	3	26	sunny	sunny	ADJ
fcis-30620	3	27	,	,	PUNCT
fcis-30620	3	28	cloudy	cloudy	ADJ
fcis-30620	3	29	,	,	PUNCT
fcis-30620	3	30	cloudy	cloudy	ADJ
fcis-30620	3	31	,	,	PUNCT
fcis-30620	3	32	rain	rain	NOUN
fcis-30620	3	33	and	and	CCONJ
fcis-30620	3	34	snow	snow	NOUN
fcis-30620	3	35	according	accord	VERB
fcis-30620	3	36	to	to	ADP
fcis-30620	3	37	typical	typical	ADJ
fcis-30620	3	38	weather	weather	NOUN
fcis-30620	3	39	characteristics	characteristic	NOUN
fcis-30620	3	40	,	,	PUNCT
fcis-30620	3	41	and	and	CCONJ
fcis-30620	3	42	special	special	ADJ
fcis-30620	3	43	attention	attention	NOUN
fcis-30620	3	44	is	be	AUX
fcis-30620	3	45	paid	pay	VERB
fcis-30620	3	46	to	to	ADP
fcis-30620	3	47	the	the	DET
fcis-30620	3	48	weather	weather	NOUN
fcis-30620	3	49	transition	transition	NOUN
fcis-30620	3	50	process	process	NOUN
fcis-30620	3	51	between	between	ADP
fcis-30620	3	52	various	various	ADJ
fcis-30620	3	53	categories	category	NOUN
fcis-30620	3	54	to	to	PART
fcis-30620	3	55	form	form	VERB
fcis-30620	3	56	a	a	DET
fcis-30620	3	57	fusion	fusion	NOUN
fcis-30620	3	58	data	datum	NOUN
fcis-30620	3	59	set	set	VERB
fcis-30620	3	60	covering	cover	VERB
fcis-30620	3	61	the	the	DET
fcis-30620	3	62	complete	complete	ADJ
fcis-30620	3	63	weather	weather	NOUN
fcis-30620	3	64	evolution	evolution	NOUN
fcis-30620	3	65	scene	scene	NOUN
fcis-30620	3	66	.	.	PUNCT
fcis-30620	4	1	then	then	ADV
fcis-30620	4	2	,	,	PUNCT
fcis-30620	4	3	based	base	VERB
fcis-30620	4	4	on	on	ADP
fcis-30620	4	5	the	the	DET
fcis-30620	4	6	data	datum	NOUN
fcis-30620	4	7	set	set	VERB
fcis-30620	4	8	training	training	NOUN
fcis-30620	4	9	,	,	PUNCT
fcis-30620	4	10	a	a	DET
fcis-30620	4	11	distributed	distribute	VERB
fcis-30620	4	12	photovoltaic	photovoltaic	NOUN
fcis-30620	4	13	short	short	ADJ
fcis-30620	4	14	-	-	PUNCT
fcis-30620	4	15	term	term	NOUN
fcis-30620	4	16	power	power	NOUN
fcis-30620	4	17	prediction	prediction	NOUN
fcis-30620	4	18	model	model	NOUN
fcis-30620	4	19	is	be	AUX
fcis-30620	4	20	constructed	construct	VERB
fcis-30620	4	21	.	.	PUNCT
fcis-30620	5	1	finally	finally	ADV
fcis-30620	5	2	,	,	PUNCT
fcis-30620	5	3	by	by	ADP
fcis-30620	5	4	inputting	inputte	VERB
fcis-30620	5	5	the	the	DET
fcis-30620	5	6	weather	weather	NOUN
fcis-30620	5	7	type	type	NOUN
fcis-30620	5	8	parameters	parameter	NOUN
fcis-30620	5	9	of	of	ADP
fcis-30620	5	10	the	the	DET
fcis-30620	5	11	day	day	NOUN
fcis-30620	5	12	to	to	PART
fcis-30620	5	13	be	be	AUX
fcis-30620	5	14	predicted	predict	VERB
fcis-30620	5	15	,	,	PUNCT
fcis-30620	5	16	the	the	DET
fcis-30620	5	17	lstm	lstm	PROPN
fcis-30620	5	18	network	network	NOUN
fcis-30620	5	19	power	power	NOUN
fcis-30620	5	20	prediction	prediction	NOUN
fcis-30620	5	21	results	result	NOUN
fcis-30620	5	22	are	be	AUX
fcis-30620	5	23	output	output	NOUN
fcis-30620	5	24	and	and	CCONJ
fcis-30620	5	25	the	the	DET
fcis-30620	5	26	validity	validity	NOUN
fcis-30620	5	27	of	of	ADP
fcis-30620	5	28	the	the	DET
fcis-30620	5	29	model	model	NOUN
fcis-30620	5	30	is	be	AUX
fcis-30620	5	31	verified	verify	VERB
fcis-30620	5	32	.	.	PUNCT
fcis-30620	6	1	the	the	DET
fcis-30620	6	2	experimental	experimental	ADJ
fcis-30620	6	3	data	datum	NOUN
fcis-30620	6	4	show	show	VERB
fcis-30620	6	5	that	that	SCONJ
fcis-30620	6	6	compared	compare	VERB
fcis-30620	6	7	with	with	ADP
fcis-30620	6	8	the	the	DET
fcis-30620	6	9	traditional	traditional	ADJ
fcis-30620	6	10	bp	bp	PROPN
fcis-30620	6	11	neural	neural	PROPN
fcis-30620	6	12	network	network	PROPN
fcis-30620	6	13	model	model	NOUN
fcis-30620	6	14	,	,	PUNCT
fcis-30620	6	15	the	the	DET
fcis-30620	6	16	average	average	ADJ
fcis-30620	6	17	prediction	prediction	NOUN
fcis-30620	6	18	error	error	NOUN
fcis-30620	6	19	of	of	ADP
fcis-30620	6	20	the	the	DET
fcis-30620	6	21	fusion	fusion	NOUN
fcis-30620	6	22	model	model	NOUN
fcis-30620	6	23	proposed	propose	VERB
fcis-30620	6	24	in	in	ADP
fcis-30620	6	25	this	this	DET
fcis-30620	6	26	paper	paper	NOUN
fcis-30620	6	27	is	be	AUX
fcis-30620	6	28	significantly	significantly	ADV
fcis-30620	6	29	reduced	reduce	VERB
fcis-30620	6	30	,	,	PUNCT
fcis-30620	6	31	which	which	PRON
fcis-30620	6	32	can	can	AUX
fcis-30620	6	33	provide	provide	VERB
fcis-30620	6	34	more	more	ADV
fcis-30620	6	35	accurate	accurate	ADJ
fcis-30620	6	36	decision	decision	NOUN
fcis-30620	6	37	-	-	PUNCT
fcis-30620	6	38	making	making	NOUN
fcis-30620	6	39	basis	basis	NOUN
fcis-30620	6	40	for	for	ADP
fcis-30620	6	41	distributed	distribute	VERB
fcis-30620	6	42	energy	energy	NOUN
fcis-30620	6	43	access	access	NOUN
fcis-30620	6	44	planning	planning	NOUN
fcis-30620	6	45	and	and	CCONJ
fcis-30620	6	46	optimal	optimal	ADJ
fcis-30620	6	47	scheduling	scheduling	NOUN
fcis-30620	6	48	and	and	CCONJ
fcis-30620	6	49	resource	resource	NOUN
fcis-30620	6	50	allocation	allocation	NOUN
fcis-30620	6	51	of	of	ADP
fcis-30620	6	52	power	power	NOUN
fcis-30620	6	53	system	system	NOUN
fcis-30620	6	54	.	.	PUNCT
fcis-30620	7	1	keywords	keyword	NOUN
fcis-30620	7	2	:	:	PUNCT
fcis-30620	7	3	distributed	distribute	VERB
fcis-30620	7	4	photovoltaic	photovoltaic	NOUN
fcis-30620	7	5	;	;	PUNCT
fcis-30620	7	6	long	long	ADJ
fcis-30620	7	7	short	short	ADJ
fcis-30620	7	8	-	-	PUNCT
fcis-30620	7	9	term	term	NOUN
fcis-30620	7	10	memory	memory	NOUN
fcis-30620	7	11	;	;	PUNCT
fcis-30620	7	12	data	datum	NOUN
fcis-30620	7	13	prediction	prediction	NOUN
fcis-30620	7	14	.	.	PUNCT
fcis-30620	8	1	1	1	X
fcis-30620	8	2	.	.	X
fcis-30620	8	3	introduction	introduction	NOUN
fcis-30620	8	4	with	with	ADP
fcis-30620	8	5	the	the	DET
fcis-30620	8	6	transformation	transformation	NOUN
fcis-30620	8	7	of	of	ADP
fcis-30620	8	8	the	the	DET
fcis-30620	8	9	global	global	ADJ
fcis-30620	8	10	energy	energy	NOUN
fcis-30620	8	11	structure	structure	NOUN
fcis-30620	8	12	to	to	ADP
fcis-30620	8	13	low	low	ADJ
fcis-30620	8	14	-	-	PUNCT
fcis-30620	8	15	carbon	carbon	NOUN
fcis-30620	8	16	,	,	PUNCT
fcis-30620	8	17	distributed	distribute	VERB
fcis-30620	8	18	photovoltaic	photovoltaic	NOUN
fcis-30620	8	19	power	power	NOUN
fcis-30620	8	20	generation	generation	NOUN
fcis-30620	8	21	,	,	PUNCT
fcis-30620	8	22	as	as	ADP
fcis-30620	8	23	an	an	DET
fcis-30620	8	24	important	important	ADJ
fcis-30620	8	25	part	part	NOUN
fcis-30620	8	26	of	of	ADP
fcis-30620	8	27	clean	clean	ADJ
fcis-30620	8	28	and	and	CCONJ
fcis-30620	8	29	renewable	renewable	ADJ
fcis-30620	8	30	energy	energy	NOUN
fcis-30620	8	31	,	,	PUNCT
fcis-30620	8	32	continues	continue	VERB
fcis-30620	8	33	to	to	PART
fcis-30620	8	34	rise	rise	VERB
fcis-30620	8	35	in	in	ADP
fcis-30620	8	36	the	the	DET
fcis-30620	8	37	penetration	penetration	NOUN
fcis-30620	8	38	rate	rate	NOUN
fcis-30620	8	39	of	of	ADP
fcis-30620	8	40	power	power	NOUN
fcis-30620	8	41	systems	system	NOUN
fcis-30620	8	42	[	[	X
fcis-30620	8	43	1	1	NUM
fcis-30620	8	44	]	]	PUNCT
fcis-30620	8	45	,	,	PUNCT
fcis-30620	8	46	[	[	X
fcis-30620	8	47	2	2	NUM
fcis-30620	8	48	]	]	PUNCT
fcis-30620	8	49	,	,	PUNCT
fcis-30620	8	50	[	[	X
fcis-30620	8	51	3	3	NUM
fcis-30620	8	52	]	]	PUNCT
fcis-30620	8	53	.	.	PUNCT
fcis-30620	9	1	however	however	ADV
fcis-30620	9	2	,	,	PUNCT
fcis-30620	9	3	the	the	DET
fcis-30620	9	4	distributed	distribute	VERB
fcis-30620	9	5	photovoltaic	photovoltaic	NOUN
fcis-30620	9	6	output	output	NOUN
fcis-30620	9	7	is	be	AUX
fcis-30620	9	8	significantly	significantly	ADV
fcis-30620	9	9	affected	affect	VERB
fcis-30620	9	10	by	by	ADP
fcis-30620	9	11	meteorological	meteorological	ADJ
fcis-30620	9	12	conditions	condition	NOUN
fcis-30620	9	13	such	such	ADJ
fcis-30620	9	14	as	as	ADP
fcis-30620	9	15	light	light	ADJ
fcis-30620	9	16	intensity	intensity	NOUN
fcis-30620	9	17	,	,	PUNCT
fcis-30620	9	18	temperature	temperature	NOUN
fcis-30620	9	19	,	,	PUNCT
fcis-30620	9	20	and	and	CCONJ
fcis-30620	9	21	cloud	cloud	NOUN
fcis-30620	9	22	changes	change	NOUN
fcis-30620	9	23	,	,	PUNCT
fcis-30620	9	24	showing	show	VERB
fcis-30620	9	25	strong	strong	ADJ
fcis-30620	9	26	intermittence	intermittence	NOUN
fcis-30620	9	27	and	and	CCONJ
fcis-30620	9	28	volatility	volatility	NOUN
fcis-30620	9	29	,	,	PUNCT
fcis-30620	9	30	which	which	PRON
fcis-30620	9	31	poses	pose	VERB
fcis-30620	9	32	a	a	DET
fcis-30620	9	33	huge	huge	ADJ
fcis-30620	9	34	challenge	challenge	NOUN
fcis-30620	9	35	to	to	ADP
fcis-30620	9	36	the	the	DET
fcis-30620	9	37	stability	stability	NOUN
fcis-30620	9	38	and	and	CCONJ
fcis-30620	9	39	economic	economic	ADJ
fcis-30620	9	40	operation	operation	NOUN
fcis-30620	9	41	of	of	ADP
fcis-30620	9	42	the	the	DET
fcis-30620	9	43	power	power	NOUN
fcis-30620	9	44	system	system	NOUN
fcis-30620	9	45	.	.	PUNCT
fcis-30620	10	1	accurate	accurate	ADJ
fcis-30620	10	2	distributed	distribute	VERB
fcis-30620	10	3	photovoltaic	photovoltaic	NOUN
fcis-30620	10	4	power	power	NOUN
fcis-30620	10	5	prediction	prediction	NOUN
fcis-30620	10	6	can	can	AUX
fcis-30620	10	7	not	not	PART
fcis-30620	10	8	only	only	ADV
fcis-30620	10	9	effectively	effectively	ADV
fcis-30620	10	10	improve	improve	VERB
fcis-30620	10	11	the	the	DET
fcis-30620	10	12	new	new	ADJ
fcis-30620	10	13	energy	energy	NOUN
fcis-30620	10	14	consumption	consumption	NOUN
fcis-30620	10	15	capacity	capacity	NOUN
fcis-30620	10	16	and	and	CCONJ
fcis-30620	10	17	optimize	optimize	VERB
fcis-30620	10	18	the	the	DET
fcis-30620	10	19	grid	grid	NOUN
fcis-30620	10	20	scheduling	scheduling	NOUN
fcis-30620	10	21	strategy	strategy	NOUN
fcis-30620	10	22	,	,	PUNCT
fcis-30620	10	23	but	but	CCONJ
fcis-30620	10	24	also	also	ADV
fcis-30620	10	25	provide	provide	VERB
fcis-30620	10	26	a	a	DET
fcis-30620	10	27	key	key	ADJ
fcis-30620	10	28	basis	basis	NOUN
fcis-30620	10	29	for	for	ADP
fcis-30620	10	30	distributed	distribute	VERB
fcis-30620	10	31	energy	energy	NOUN
fcis-30620	10	32	investment	investment	NOUN
fcis-30620	10	33	decisions	decision	NOUN
fcis-30620	10	34	[	[	X
fcis-30620	10	35	4	4	NUM
fcis-30620	10	36	]	]	PUNCT
fcis-30620	10	37	,	,	PUNCT
fcis-30620	10	38	[	[	X
fcis-30620	10	39	5	5	NUM
fcis-30620	10	40	]	]	PUNCT
fcis-30620	10	41	.	.	PUNCT
fcis-30620	11	1	at	at	ADP
fcis-30620	11	2	present	present	ADJ
fcis-30620	11	3	,	,	PUNCT
fcis-30620	11	4	distributed	distribute	VERB
fcis-30620	11	5	photovoltaic	photovoltaic	NOUN
fcis-30620	11	6	power	power	NOUN
fcis-30620	11	7	prediction	prediction	NOUN
fcis-30620	11	8	still	still	ADV
fcis-30620	11	9	faces	face	VERB
fcis-30620	11	10	many	many	ADJ
fcis-30620	11	11	technical	technical	ADJ
fcis-30620	11	12	bottlenecks	bottleneck	NOUN
fcis-30620	11	13	.	.	PUNCT
fcis-30620	12	1	on	on	ADP
fcis-30620	12	2	the	the	DET
fcis-30620	12	3	one	one	NUM
fcis-30620	12	4	hand	hand	NOUN
fcis-30620	12	5	,	,	PUNCT
fcis-30620	12	6	traditional	traditional	ADJ
fcis-30620	12	7	forecasting	forecasting	NOUN
fcis-30620	12	8	methods	method	NOUN
fcis-30620	12	9	rely	rely	VERB
fcis-30620	12	10	on	on	ADP
fcis-30620	12	11	a	a	DET
fcis-30620	12	12	single	single	ADJ
fcis-30620	12	13	data	datum	NOUN
fcis-30620	12	14	source	source	NOUN
fcis-30620	12	15	or	or	CCONJ
fcis-30620	12	16	a	a	DET
fcis-30620	12	17	simple	simple	ADJ
fcis-30620	12	18	mathematical	mathematical	ADJ
fcis-30620	12	19	model	model	NOUN
fcis-30620	12	20	,	,	PUNCT
fcis-30620	12	21	which	which	PRON
fcis-30620	12	22	makes	make	VERB
fcis-30620	12	23	it	it	PRON
fcis-30620	12	24	difficult	difficult	ADJ
fcis-30620	12	25	to	to	PART
fcis-30620	12	26	capture	capture	VERB
fcis-30620	12	27	the	the	DET
fcis-30620	12	28	complex	complex	ADJ
fcis-30620	12	29	nonlinear	nonlinear	ADJ
fcis-30620	12	30	relationship	relationship	NOUN
fcis-30620	12	31	between	between	ADP
fcis-30620	12	32	meteorological	meteorological	ADJ
fcis-30620	12	33	conditions	condition	NOUN
fcis-30620	12	34	and	and	CCONJ
fcis-30620	12	35	pv	pv	NOUN
fcis-30620	12	36	output	output	NOUN
fcis-30620	12	37	[	[	X
fcis-30620	12	38	6	6	NUM
fcis-30620	12	39	]	]	PUNCT
fcis-30620	12	40	;	;	PUNCT
fcis-30620	12	41	on	on	ADP
fcis-30620	12	42	the	the	DET
fcis-30620	12	43	other	other	ADJ
fcis-30620	12	44	hand	hand	NOUN
fcis-30620	12	45	,	,	PUNCT
fcis-30620	12	46	the	the	DET
fcis-30620	12	47	phenomenon	phenomenon	NOUN
fcis-30620	12	48	of	of	ADP
fcis-30620	12	49	scattered	scatter	VERB
fcis-30620	12	50	distributed	distribute	VERB
fcis-30620	12	51	photovoltaic	photovoltaic	NOUN
fcis-30620	12	52	stations	station	NOUN
fcis-30620	12	53	,	,	PUNCT
fcis-30620	12	54	missing	missing	ADJ
fcis-30620	12	55	or	or	CCONJ
fcis-30620	12	56	incomplete	incomplete	ADJ
fcis-30620	12	57	historical	historical	ADJ
fcis-30620	12	58	meteorological	meteorological	ADJ
fcis-30620	12	59	data	datum	NOUN
fcis-30620	12	60	is	be	AUX
fcis-30620	12	61	widespread	widespread	ADJ
fcis-30620	12	62	,	,	PUNCT
fcis-30620	12	63	resulting	result	VERB
fcis-30620	12	64	in	in	ADP
fcis-30620	12	65	insufficient	insufficient	ADJ
fcis-30620	12	66	generalization	generalization	NOUN
fcis-30620	12	67	ability	ability	NOUN
fcis-30620	12	68	of	of	ADP
fcis-30620	12	69	the	the	DET
fcis-30620	12	70	model	model	NOUN
fcis-30620	12	71	,	,	PUNCT
fcis-30620	12	72	and	and	CCONJ
fcis-30620	12	73	the	the	DET
fcis-30620	12	74	prediction	prediction	NOUN
fcis-30620	12	75	accuracy	accuracy	NOUN
fcis-30620	12	76	is	be	AUX
fcis-30620	12	77	difficult	difficult	ADJ
fcis-30620	12	78	to	to	PART
fcis-30620	12	79	meet	meet	VERB
fcis-30620	12	80	the	the	DET
fcis-30620	12	81	actual	actual	ADJ
fcis-30620	12	82	needs	need	NOUN
fcis-30620	12	83	[	[	X
fcis-30620	12	84	7	7	NUM
fcis-30620	12	85	]	]	PUNCT
fcis-30620	12	86	.	.	PUNCT
fcis-30620	13	1	many	many	ADJ
fcis-30620	13	2	studies	study	NOUN
fcis-30620	13	3	have	have	AUX
fcis-30620	13	4	also	also	ADV
fcis-30620	13	5	been	be	AUX
fcis-30620	13	6	carried	carry	VERB
fcis-30620	13	7	out	out	ADP
fcis-30620	13	8	on	on	ADP
fcis-30620	13	9	this	this	DET
fcis-30620	13	10	issue	issue	NOUN
fcis-30620	13	11	in	in	ADP
fcis-30620	13	12	the	the	DET
fcis-30620	13	13	existing	exist	VERB
fcis-30620	13	14	literature	literature	NOUN
fcis-30620	13	15	.	.	PUNCT
fcis-30620	14	1	yan	yan	PROPN
fcis-30620	14	2	et	et	PROPN
fcis-30620	14	3	al	al	PROPN
fcis-30620	14	4	.	.	PUNCT
fcis-30620	15	1	[	[	X
fcis-30620	15	2	8	8	NUM
fcis-30620	15	3	]	]	PUNCT
fcis-30620	15	4	proposed	propose	VERB
fcis-30620	15	5	an	an	DET
fcis-30620	15	6	ultra	ultra	ADJ
fcis-30620	15	7	-	-	ADJ
fcis-30620	15	8	short	short	ADJ
fcis-30620	15	9	-	-	PUNCT
fcis-30620	15	10	term	term	NOUN
fcis-30620	15	11	photovoltaic	photovoltaic	NOUN
fcis-30620	15	12	power	power	NOUN
fcis-30620	15	13	prediction	prediction	NOUN
fcis-30620	15	14	model	model	NOUN
fcis-30620	15	15	based	base	VERB
fcis-30620	15	16	on	on	ADP
fcis-30620	15	17	optimal	optimal	ADJ
fcis-30620	15	18	frequency	frequency	NOUN
fcis-30620	15	19	domain	domain	NOUN
fcis-30620	15	20	decomposition	decomposition	NOUN
fcis-30620	15	21	and	and	CCONJ
fcis-30620	15	22	deep	deep	ADJ
fcis-30620	15	23	learning	learning	NOUN
fcis-30620	15	24	.	.	PUNCT
fcis-30620	16	1	[	[	X
fcis-30620	16	2	9	9	NUM
fcis-30620	16	3	]	]	PUNCT
fcis-30620	16	4	proposed	propose	VERB
fcis-30620	16	5	a	a	DET
fcis-30620	16	6	short	short	ADJ
fcis-30620	16	7	-	-	PUNCT
fcis-30620	16	8	term	term	NOUN
fcis-30620	16	9	wind	wind	NOUN
fcis-30620	16	10	power	power	NOUN
fcis-30620	16	11	forecasting	forecasting	NOUN
fcis-30620	16	12	method	method	NOUN
fcis-30620	16	13	based	base	VERB
fcis-30620	16	14	on	on	ADP
fcis-30620	16	15	support	support	NOUN
fcis-30620	16	16	vector	vector	NOUN
fcis-30620	16	17	machine	machine	NOUN
fcis-30620	16	18	optimized	optimize	VERB
fcis-30620	16	19	by	by	ADP
fcis-30620	16	20	hybrid	hybrid	ADJ
fcis-30620	16	21	algorithm	algorithm	NOUN
fcis-30620	16	22	.	.	PUNCT
fcis-30620	17	1	the	the	DET
fcis-30620	17	2	comprehensive	comprehensive	ADJ
fcis-30620	17	3	prediction	prediction	NOUN
fcis-30620	17	4	of	of	ADP
fcis-30620	17	5	distributed	distribute	VERB
fcis-30620	17	6	photovoltaic	photovoltaic	NOUN
fcis-30620	17	7	short	short	ADJ
fcis-30620	17	8	-	-	PUNCT
fcis-30620	17	9	term	term	NOUN
fcis-30620	17	10	power	power	NOUN
fcis-30620	17	11	generation	generation	NOUN
fcis-30620	17	12	by	by	ADP
fcis-30620	17	13	using	use	VERB
fcis-30620	17	14	weather	weather	NOUN
fcis-30620	17	15	classification	classification	NOUN
fcis-30620	17	16	technology	technology	NOUN
fcis-30620	17	17	was	be	AUX
fcis-30620	17	18	studied	study	VERB
fcis-30620	17	19	in	in	ADP
fcis-30620	17	20	[	[	X
fcis-30620	17	21	10	10	NUM
fcis-30620	17	22	]	]	PUNCT
fcis-30620	17	23	.	.	PUNCT
fcis-30620	18	1	the	the	DET
fcis-30620	18	2	prediction	prediction	NOUN
fcis-30620	18	3	accuracy	accuracy	NOUN
fcis-30620	18	4	of	of	ADP
fcis-30620	18	5	photovoltaic	photovoltaic	NOUN
fcis-30620	18	6	power	power	NOUN
fcis-30620	18	7	is	be	AUX
fcis-30620	18	8	not	not	PART
fcis-30620	18	9	only	only	ADV
fcis-30620	18	10	related	relate	VERB
fcis-30620	18	11	to	to	ADP
fcis-30620	18	12	the	the	DET
fcis-30620	18	13	selected	select	VERB
fcis-30620	18	14	prediction	prediction	NOUN
fcis-30620	18	15	method	method	NOUN
fcis-30620	18	16	,	,	PUNCT
fcis-30620	18	17	but	but	CCONJ
fcis-30620	18	18	also	also	ADV
fcis-30620	18	19	closely	closely	ADV
fcis-30620	18	20	related	relate	VERB
fcis-30620	18	21	to	to	ADP
fcis-30620	18	22	different	different	ADJ
fcis-30620	18	23	weather	weather	NOUN
fcis-30620	18	24	conditions	condition	NOUN
fcis-30620	18	25	.	.	PUNCT
fcis-30620	19	1	although	although	SCONJ
fcis-30620	19	2	some	some	DET
fcis-30620	19	3	studies	study	NOUN
fcis-30620	19	4	have	have	AUX
fcis-30620	19	5	tried	try	VERB
fcis-30620	19	6	to	to	PART
fcis-30620	19	7	introduce	introduce	VERB
fcis-30620	19	8	deep	deep	ADJ
fcis-30620	19	9	learning	learning	NOUN
fcis-30620	19	10	algorithms	algorithm	NOUN
fcis-30620	19	11	to	to	PART
fcis-30620	19	12	solve	solve	VERB
fcis-30620	19	13	the	the	DET
fcis-30620	19	14	above	above	ADJ
fcis-30620	19	15	problems	problem	NOUN
fcis-30620	19	16	,	,	PUNCT
fcis-30620	19	17	there	there	PRON
fcis-30620	19	18	is	be	VERB
fcis-30620	19	19	still	still	ADV
fcis-30620	19	20	room	room	NOUN
fcis-30620	19	21	for	for	ADP
fcis-30620	19	22	optimization	optimization	NOUN
fcis-30620	19	23	in	in	ADP
fcis-30620	19	24	the	the	DET
fcis-30620	19	25	fine	fine	ADJ
fcis-30620	19	26	processing	processing	NOUN
fcis-30620	19	27	and	and	CCONJ
fcis-30620	19	28	feature	feature	NOUN
fcis-30620	19	29	fusion	fusion	NOUN
fcis-30620	19	30	of	of	ADP
fcis-30620	19	31	meteorological	meteorological	ADJ
fcis-30620	19	32	data	datum	NOUN
fcis-30620	19	33	.	.	PUNCT
fcis-30620	20	1	based	base	VERB
fcis-30620	20	2	on	on	ADP
fcis-30620	20	3	the	the	DET
fcis-30620	20	4	above	above	ADJ
fcis-30620	20	5	analysis	analysis	NOUN
fcis-30620	20	6	,	,	PUNCT
fcis-30620	20	7	this	this	DET
fcis-30620	20	8	paper	paper	NOUN
fcis-30620	20	9	focuses	focus	VERB
fcis-30620	20	10	on	on	ADP
fcis-30620	20	11	the	the	DET
fcis-30620	20	12	key	key	ADJ
fcis-30620	20	13	technical	technical	ADJ
fcis-30620	20	14	problems	problem	NOUN
fcis-30620	20	15	of	of	ADP
fcis-30620	20	16	distributed	distribute	VERB
fcis-30620	20	17	photovoltaic	photovoltaic	NOUN
fcis-30620	20	18	data	datum	NOUN
fcis-30620	20	19	prediction	prediction	NOUN
fcis-30620	20	20	,	,	PUNCT
fcis-30620	20	21	and	and	CCONJ
fcis-30620	20	22	proposes	propose	VERB
fcis-30620	20	23	a	a	DET
fcis-30620	20	24	prediction	prediction	NOUN
fcis-30620	20	25	method	method	NOUN
fcis-30620	20	26	that	that	PRON
fcis-30620	20	27	combines	combine	VERB
fcis-30620	20	28	meteorological	meteorological	ADJ
fcis-30620	20	29	historical	historical	ADJ
fcis-30620	20	30	data	datum	NOUN
fcis-30620	20	31	and	and	CCONJ
fcis-30620	20	32	long	long	ADJ
fcis-30620	20	33	-	-	PUNCT
fcis-30620	20	34	term	term	NOUN
fcis-30620	20	35	and	and	CCONJ
fcis-30620	20	36	short	short	ADJ
fcis-30620	20	37	-	-	PUNCT
fcis-30620	20	38	term	term	NOUN
fcis-30620	20	39	memory	memory	NOUN
fcis-30620	20	40	network	network	NOUN
fcis-30620	20	41	(	(	PUNCT
fcis-30620	20	42	lstm	lstm	PROPN
fcis-30620	20	43	)	)	PUNCT
fcis-30620	20	44	.	.	PUNCT
fcis-30620	21	1	it	it	PRON
fcis-30620	21	2	aims	aim	VERB
fcis-30620	21	3	to	to	PART
fcis-30620	21	4	improve	improve	VERB
fcis-30620	21	5	the	the	DET
fcis-30620	21	6	accuracy	accuracy	NOUN
fcis-30620	21	7	and	and	CCONJ
fcis-30620	21	8	reliability	reliability	NOUN
fcis-30620	21	9	of	of	ADP
fcis-30620	21	10	distributed	distribute	VERB
fcis-30620	21	11	photovoltaic	photovoltaic	NOUN
fcis-30620	21	12	power	power	NOUN
fcis-30620	21	13	prediction	prediction	NOUN
fcis-30620	21	14	through	through	ADP
fcis-30620	21	15	refined	refined	ADJ
fcis-30620	21	16	meteorological	meteorological	ADJ
fcis-30620	21	17	data	datum	NOUN
fcis-30620	21	18	classification	classification	NOUN
fcis-30620	21	19	and	and	CCONJ
fcis-30620	21	20	deep	deep	ADJ
fcis-30620	21	21	feature	feature	NOUN
fcis-30620	21	22	mining	mining	NOUN
fcis-30620	21	23	,	,	PUNCT
fcis-30620	21	24	and	and	CCONJ
fcis-30620	21	25	provide	provide	VERB
fcis-30620	21	26	theoretical	theoretical	ADJ
fcis-30620	21	27	support	support	NOUN
fcis-30620	21	28	and	and	CCONJ
fcis-30620	21	29	technical	technical	ADJ
fcis-30620	21	30	reference	reference	NOUN
fcis-30620	21	31	for	for	ADP
fcis-30620	21	32	the	the	DET
fcis-30620	21	33	efficient	efficient	ADJ
fcis-30620	21	34	operation	operation	NOUN
fcis-30620	21	35	of	of	ADP
fcis-30620	21	36	power	power	NOUN
fcis-30620	21	37	system	system	NOUN
fcis-30620	21	38	and	and	CCONJ
fcis-30620	21	39	the	the	DET
fcis-30620	21	40	scientific	scientific	ADJ
fcis-30620	21	41	planning	planning	NOUN
fcis-30620	21	42	of	of	ADP
fcis-30620	21	43	distributed	distribute	VERB
fcis-30620	21	44	energy	energy	NOUN
fcis-30620	21	45	.	.	PUNCT
fcis-30620	22	1	2	2	X
fcis-30620	22	2	.	.	X
fcis-30620	22	3	meteorological	meteorological	ADJ
fcis-30620	22	4	information	information	NOUN
fcis-30620	22	5	fusion	fusion	NOUN
fcis-30620	22	6	clustering	clustering	NOUN
fcis-30620	22	7	process	process	NOUN
fcis-30620	22	8	based	base	VERB
fcis-30620	22	9	on	on	ADP
fcis-30620	22	10	k	k	PROPN
fcis-30620	22	11	means	mean	VERB
fcis-30620	22	12	method	method	NOUN
fcis-30620	22	13	limited	limit	VERB
fcis-30620	22	14	by	by	ADP
fcis-30620	22	15	the	the	DET
fcis-30620	22	16	high	high	ADJ
fcis-30620	22	17	construction	construction	NOUN
fcis-30620	22	18	and	and	CCONJ
fcis-30620	22	19	maintenance	maintenance	NOUN
fcis-30620	22	20	costs	cost	NOUN
fcis-30620	22	21	of	of	ADP
fcis-30620	22	22	meteorological	meteorological	ADJ
fcis-30620	22	23	monitoring	monitoring	NOUN
fcis-30620	22	24	stations	station	NOUN
fcis-30620	22	25	,	,	PUNCT
fcis-30620	22	26	there	there	PRON
fcis-30620	22	27	may	may	AUX
fcis-30620	22	28	be	be	AUX
fcis-30620	22	29	practical	practical	ADJ
fcis-30620	22	30	difficulties	difficulty	NOUN
fcis-30620	22	31	in	in	ADP
fcis-30620	22	32	accurate	accurate	ADJ
fcis-30620	22	33	meteorological	meteorological	ADJ
fcis-30620	22	34	data	datum	NOUN
fcis-30620	22	35	.	.	PUNCT
fcis-30620	23	1	at	at	ADP
fcis-30620	23	2	present	present	ADJ
fcis-30620	23	3	,	,	PUNCT
fcis-30620	23	4	it	it	PRON
fcis-30620	23	5	mainly	mainly	ADV
fcis-30620	23	6	relies	rely	VERB
fcis-30620	23	7	on	on	ADP
fcis-30620	23	8	non	non	ADJ
fcis-30620	23	9	-	-	ADJ
fcis-30620	23	10	precise	precise	ADJ
fcis-30620	23	11	weather	weather	NOUN
fcis-30620	23	12	forecast	forecast	NOUN
fcis-30620	23	13	to	to	PART
fcis-30620	23	14	realize	realize	VERB
fcis-30620	23	15	weather	weather	NOUN
fcis-30620	23	16	condition	condition	NOUN
fcis-30620	23	17	discrimination	discrimination	NOUN
fcis-30620	23	18	.	.	PUNCT
fcis-30620	24	1	according	accord	VERB
fcis-30620	24	2	to	to	ADP
fcis-30620	24	3	the	the	DET
fcis-30620	24	4	33	33	NUM
fcis-30620	24	5	climate	climate	NOUN
fcis-30620	24	6	types	type	NOUN
fcis-30620	24	7	defined	define	VERB
fcis-30620	24	8	by	by	ADP
fcis-30620	24	9	the	the	DET
fcis-30620	24	10	gb	gb	PROPN
fcis-30620	24	11	/	/	SYM
fcis-30620	24	12	t22164	t22164	NOUN
fcis-30620	24	13	-	-	PUNCT
fcis-30620	24	14	2008	2008	NUM
fcis-30620	24	15	standard	standard	NOUN
fcis-30620	24	16	of	of	ADP
fcis-30620	24	17	the	the	DET
fcis-30620	24	18	national	national	PROPN
fcis-30620	24	19	meteorological	meteorological	PROPN
fcis-30620	24	20	administration	administration	NOUN
fcis-30620	24	21	,	,	PUNCT
fcis-30620	24	22	this	this	DET
fcis-30620	24	23	study	study	NOUN
fcis-30620	24	24	classifies	classify	VERB
fcis-30620	24	25	the	the	DET
fcis-30620	24	26	weather	weather	NOUN
fcis-30620	24	27	types	type	NOUN
fcis-30620	24	28	into	into	ADP
fcis-30620	24	29	four	four	NUM
fcis-30620	24	30	basic	basic	ADJ
fcis-30620	24	31	categories	category	NOUN
fcis-30620	24	32	:	:	PUNCT
fcis-30620	24	33	sunny	sunny	ADJ
fcis-30620	24	34	,	,	PUNCT
fcis-30620	24	35	cloudy	cloudy	ADJ
fcis-30620	24	36	,	,	PUNCT
fcis-30620	24	37	cloudy	cloudy	ADJ
fcis-30620	24	38	and	and	CCONJ
fcis-30620	24	39	rain	rain	NOUN
fcis-30620	24	40	and	and	CCONJ
fcis-30620	24	41	snow	snow	NOUN
fcis-30620	24	42	through	through	ADP
fcis-30620	24	43	meteorological	meteorological	ADJ
fcis-30620	24	44	fusion	fusion	NOUN
fcis-30620	24	45	technology	technology	NOUN
fcis-30620	24	46	.	.	PUNCT
fcis-30620	25	1	in	in	ADP
fcis-30620	25	2	view	view	NOUN
fcis-30620	25	3	of	of	ADP
fcis-30620	25	4	the	the	DET
fcis-30620	25	5	complex	complex	ADJ
fcis-30620	25	6	weather	weather	NOUN
fcis-30620	25	7	conditions	condition	NOUN
fcis-30620	25	8	including	include	VERB
fcis-30620	25	9	the	the	DET
fcis-30620	25	10	weather	weather	NOUN
fcis-30620	25	11	transition	transition	NOUN
fcis-30620	25	12	process	process	NOUN
fcis-30620	25	13	,	,	PUNCT
fcis-30620	25	14	such	such	ADJ
fcis-30620	25	15	as	as	ADP
fcis-30620	25	16	sunny	sunny	ADJ
fcis-30620	25	17	to	to	ADP
fcis-30620	25	18	cloudy	cloudy	ADJ
fcis-30620	25	19	,	,	PUNCT
fcis-30620	25	20	cloudy	cloudy	ADJ
fcis-30620	25	21	to	to	PART
fcis-30620	25	22	rain	rain	VERB
fcis-30620	25	23	,	,	PUNCT
fcis-30620	25	24	rain	rain	NOUN
fcis-30620	25	25	to	to	ADP
fcis-30620	25	26	snow	snow	NOUN
fcis-30620	25	27	,	,	PUNCT
fcis-30620	25	28	it	it	PRON
fcis-30620	25	29	is	be	AUX
fcis-30620	25	30	necessary	necessary	ADJ
fcis-30620	25	31	to	to	PART
fcis-30620	25	32	cluster	cluster	VERB
fcis-30620	25	33	the	the	DET
fcis-30620	25	34	weather	weather	NOUN
fcis-30620	25	35	types	type	NOUN
fcis-30620	25	36	in	in	ADP
fcis-30620	25	37	advance	advance	NOUN
fcis-30620	25	38	.	.	PUNCT
fcis-30620	26	1	specifically	specifically	ADV
fcis-30620	26	2	,	,	PUNCT
fcis-30620	26	3	the	the	DET
fcis-30620	26	4	k	k	PROPN
fcis-30620	26	5	means	means	PROPN
fcis-30620	26	6	clustering	cluster	VERB
fcis-30620	26	7	analysis	analysis	NOUN
fcis-30620	26	8	method	method	NOUN
fcis-30620	26	9	is	be	AUX
fcis-30620	26	10	adopted	adopt	VERB
fcis-30620	26	11	.	.	PUNCT
fcis-30620	27	1	firstly	firstly	ADV
fcis-30620	27	2	,	,	PUNCT
fcis-30620	27	3	the	the	DET
fcis-30620	27	4	clustering	cluster	VERB
fcis-30620	27	5	centers	center	NOUN
fcis-30620	27	6	of	of	ADP
fcis-30620	27	7	the	the	DET
fcis-30620	27	8	four	four	NUM
fcis-30620	27	9	basic	basic	ADJ
fcis-30620	27	10	weather	weather	NOUN
fcis-30620	27	11	types	type	NOUN
fcis-30620	27	12	are	be	AUX
fcis-30620	27	13	extracted	extract	VERB
fcis-30620	27	14	,	,	PUNCT
fcis-30620	27	15	and	and	CCONJ
fcis-30620	27	16	the	the	DET
fcis-30620	27	17	euclidean	euclidean	ADJ
fcis-30620	27	18	129	129	NUM
fcis-30620	27	19	distance	distance	NOUN
fcis-30620	27	20	between	between	ADP
fcis-30620	27	21	the	the	DET
fcis-30620	27	22	weather	weather	NOUN
fcis-30620	27	23	sequence	sequence	NOUN
fcis-30620	27	24	data	datum	NOUN
fcis-30620	27	25	with	with	ADP
fcis-30620	27	26	the	the	DET
fcis-30620	27	27	transition	transition	NOUN
fcis-30620	27	28	process	process	NOUN
fcis-30620	27	29	and	and	CCONJ
fcis-30620	27	30	each	each	DET
fcis-30620	27	31	clustering	clustering	ADJ
fcis-30620	27	32	center	center	NOUN
fcis-30620	27	33	is	be	AUX
fcis-30620	27	34	calculated	calculate	VERB
fcis-30620	27	35	by	by	ADP
fcis-30620	27	36	the	the	DET
fcis-30620	27	37	data	data	NOUN
fcis-30620	27	38	approximation	approximation	NOUN
fcis-30620	27	39	algorithm	algorithm	NOUN
fcis-30620	27	40	,	,	PUNCT
fcis-30620	27	41	and	and	CCONJ
fcis-30620	27	42	then	then	ADV
fcis-30620	27	43	it	it	PRON
fcis-30620	27	44	is	be	AUX
fcis-30620	27	45	merged	merge	VERB
fcis-30620	27	46	into	into	ADP
fcis-30620	27	47	the	the	DET
fcis-30620	27	48	nearest	near	ADJ
fcis-30620	27	49	typical	typical	ADJ
fcis-30620	27	50	weather	weather	NOUN
fcis-30620	27	51	state	state	NOUN
fcis-30620	27	52	.	.	PUNCT
fcis-30620	28	1	on	on	ADP
fcis-30620	28	2	this	this	DET
fcis-30620	28	3	basis	basis	NOUN
fcis-30620	28	4	,	,	PUNCT
fcis-30620	28	5	combined	combine	VERB
fcis-30620	28	6	with	with	ADP
fcis-30620	28	7	the	the	DET
fcis-30620	28	8	real	real	ADJ
fcis-30620	28	9	-	-	PUNCT
fcis-30620	28	10	time	time	NOUN
fcis-30620	28	11	weather	weather	NOUN
fcis-30620	28	12	forecast	forecast	NOUN
fcis-30620	28	13	information	information	NOUN
fcis-30620	28	14	of	of	ADP
fcis-30620	28	15	the	the	DET
fcis-30620	28	16	forecast	forecast	NOUN
fcis-30620	28	17	day	day	NOUN
fcis-30620	28	18	,	,	PUNCT
fcis-30620	28	19	the	the	DET
fcis-30620	28	20	deep	deep	ADJ
fcis-30620	28	21	learning	learning	NOUN
fcis-30620	28	22	model	model	NOUN
fcis-30620	28	23	is	be	AUX
fcis-30620	28	24	used	use	VERB
fcis-30620	28	25	to	to	PART
fcis-30620	28	26	construct	construct	VERB
fcis-30620	28	27	the	the	DET
fcis-30620	28	28	distributed	distribute	VERB
fcis-30620	28	29	photovoltaic	photovoltaic	NOUN
fcis-30620	28	30	output	output	NOUN
fcis-30620	28	31	power	power	NOUN
fcis-30620	28	32	prediction	prediction	NOUN
fcis-30620	28	33	model	model	NOUN
fcis-30620	28	34	,	,	PUNCT
fcis-30620	28	35	and	and	CCONJ
fcis-30620	28	36	the	the	DET
fcis-30620	28	37	accurate	accurate	ADJ
fcis-30620	28	38	prediction	prediction	NOUN
fcis-30620	28	39	is	be	AUX
fcis-30620	28	40	realized	realize	VERB
fcis-30620	28	41	through	through	ADP
fcis-30620	28	42	the	the	DET
fcis-30620	28	43	training	training	NOUN
fcis-30620	28	44	of	of	ADP
fcis-30620	28	45	historical	historical	ADJ
fcis-30620	28	46	data	datum	NOUN
fcis-30620	28	47	set	set	VERB
fcis-30620	28	48	.	.	PUNCT
fcis-30620	29	1	taking	take	VERB
fcis-30620	29	2	the	the	DET
fcis-30620	29	3	historical	historical	ADJ
fcis-30620	29	4	data	datum	NOUN
fcis-30620	29	5	of	of	ADP
fcis-30620	29	6	distributed	distribute	VERB
fcis-30620	29	7	photovoltaic	photovoltaic	NOUN
fcis-30620	29	8	as	as	ADP
fcis-30620	29	9	an	an	DET
fcis-30620	29	10	example	example	NOUN
fcis-30620	29	11	,	,	PUNCT
fcis-30620	29	12	the	the	DET
fcis-30620	29	13	specific	specific	ADJ
fcis-30620	29	14	process	process	NOUN
fcis-30620	29	15	of	of	ADP
fcis-30620	29	16	k	k	PROPN
fcis-30620	29	17	means	means	PROPN
fcis-30620	29	18	clustering	cluster	VERB
fcis-30620	29	19	algorithm	algorithm	NOUN
fcis-30620	29	20	is	be	AUX
fcis-30620	29	21	as	as	SCONJ
fcis-30620	29	22	follows	follow	VERB
fcis-30620	29	23	:	:	PUNCT
fcis-30620	29	24	(	(	PUNCT
fcis-30620	29	25	1	1	X
fcis-30620	29	26	)	)	PUNCT
fcis-30620	29	27	set	set	VERB
fcis-30620	29	28	the	the	DET
fcis-30620	29	29	distributed	distribute	VERB
fcis-30620	29	30	photovoltaic	photovoltaic	NOUN
fcis-30620	29	31	object	object	NOUN
fcis-30620	29	32	set	set	VERB
fcis-30620	29	33			PROPN
fcis-30620	29	34	1	1	NOUN
fcis-30620	29	35	2	2	NUM
fcis-30620	29	36	,	,	PUNCT
fcis-30620	29	37	,	,	PUNCT
fcis-30620	29	38	,	,	PUNCT
fcis-30620	29	39	nh	nh	PROPN
fcis-30620	29	40	h	h	PROPN
fcis-30620	29	41	h	h	PROPN
fcis-30620	29	42	h	h	PROPN
fcis-30620	29	43			PROPN
fcis-30620	29	44	,	,	PUNCT
fcis-30620	29	45	n	n	X
fcis-30620	29	46	is	be	AUX
fcis-30620	29	47	the	the	DET
fcis-30620	29	48	total	total	ADJ
fcis-30620	29	49	number	number	NOUN
fcis-30620	29	50	of	of	ADP
fcis-30620	29	51	data	datum	NOUN
fcis-30620	29	52	scenarios	scenario	NOUN
fcis-30620	29	53	.	.	PUNCT
fcis-30620	30	1	then	then	ADV
fcis-30620	30	2	the	the	DET
fcis-30620	30	3	photovoltaic	photovoltaic	NOUN
fcis-30620	30	4	sequence	sequence	NOUN
fcis-30620	30	5	on	on	ADP
fcis-30620	30	6	the	the	DET
fcis-30620	30	7	d	d	PROPN
fcis-30620	30	8	day	day	NOUN
fcis-30620	30	9	is	be	AUX
fcis-30620	30	10			NOUN
fcis-30620	30	11	1	1	ADJ
fcis-30620	30	12	2	2	NUM
fcis-30620	30	13	,	,	PUNCT
fcis-30620	30	14	,	,	PUNCT
fcis-30620	30	15	,	,	PUNCT
fcis-30620	30	16	d	d	PROPN
fcis-30620	31	1	d	d	X
fcis-30620	31	2	d	d	X
fcis-30620	31	3	d	d	X
fcis-30620	31	4	mh	mh	PROPN
fcis-30620	31	5	h	h	PROPN
fcis-30620	31	6	h	h	PROPN
fcis-30620	31	7	h	h	PROPN
fcis-30620	31	8			PROPN
fcis-30620	31	9	,	,	PUNCT
fcis-30620	31	10	the	the	DET
fcis-30620	31	11	photovoltaic	photovoltaic	NOUN
fcis-30620	31	12	sequence	sequence	NOUN
fcis-30620	31	13	on	on	ADP
fcis-30620	31	14	the	the	DET
fcis-30620	31	15	f	f	PROPN
fcis-30620	31	16	day	day	NOUN
fcis-30620	31	17	is	be	AUX
fcis-30620	31	18			PROPN
fcis-30620	31	19	1	1	ADJ
fcis-30620	31	20	2	2	NUM
fcis-30620	31	21	,	,	PUNCT
fcis-30620	31	22	,	,	PUNCT
fcis-30620	31	23	,	,	PUNCT
fcis-30620	31	24	f	f	PROPN
fcis-30620	31	25	f	f	PROPN
fcis-30620	31	26	f	f	PROPN
fcis-30620	31	27	f	f	PROPN
fcis-30620	31	28	mh	mh	PROPN
fcis-30620	31	29	h	h	PROPN
fcis-30620	31	30	h	h	PROPN
fcis-30620	31	31	h	h	PROPN
fcis-30620	31	32			PROPN
fcis-30620	31	33	,	,	PUNCT
fcis-30620	31	34	and	and	CCONJ
fcis-30620	31	35	m	m	PROPN
fcis-30620	31	36	is	be	AUX
fcis-30620	31	37	the	the	DET
fcis-30620	31	38	number	number	NOUN
fcis-30620	31	39	of	of	ADP
fcis-30620	31	40	photovoltaic	photovoltaic	NOUN
fcis-30620	31	41	data	datum	NOUN
fcis-30620	31	42	points	point	NOUN
fcis-30620	31	43	counted	count	VERB
fcis-30620	31	44	in	in	ADP
fcis-30620	31	45	a	a	DET
fcis-30620	31	46	day	day	NOUN
fcis-30620	31	47	.	.	PUNCT
fcis-30620	32	1	then	then	ADV
fcis-30620	32	2	the	the	DET
fcis-30620	32	3	cosine	cosine	NOUN
fcis-30620	32	4	similarity	similarity	NOUN
fcis-30620	32	5	between	between	ADP
fcis-30620	32	6	dh	dh	PROPN
fcis-30620	32	7	and	and	CCONJ
fcis-30620	32	8	fh	fh	PROPN
fcis-30620	32	9	is	be	AUX
fcis-30620	32	10	:	:	PUNCT
fcis-30620	32	11	1	1	NUM
fcis-30620	32	12	cos	cos	NOUN
fcis-30620	32	13	2	2	NUM
fcis-30620	32	14	2	2	NUM
fcis-30620	32	15	1	1	NUM
fcis-30620	32	16	1	1	NUM
fcis-30620	32	17	(	(	PUNCT
fcis-30620	32	18	,	,	PUNCT
fcis-30620	32	19	)	)	PUNCT
fcis-30620	32	20	m	m	VERB
fcis-30620	32	21	dn	dn	NOUN
fcis-30620	32	22	fn	fn	VERB
fcis-30620	32	23	n	n	ADV
fcis-30620	32	24	m	m	VERB
fcis-30620	32	25	m	m	VERB
fcis-30620	32	26	dn	dn	ADJ
fcis-30620	32	27	fn	fn	PROPN
fcis-30620	32	28	n	n	PROPN
fcis-30620	33	1	d	d	NOUN
fcis-30620	33	2	f	f	PROPN
fcis-30620	34	1	d	d	X
fcis-30620	34	2	f	f	PROPN
fcis-30620	35	1	d	d	X
fcis-30620	35	2	f	f	PROPN
fcis-30620	35	3	n	n	ADV
fcis-30620	35	4	h	h	NOUN
fcis-30620	35	5	hh	hh	INTJ
fcis-30620	35	6	h	h	NOUN
fcis-30620	35	7	s	s	PROPN
fcis-30620	36	1	h	h	NOUN
fcis-30620	36	2	h	h	NOUN
fcis-30620	36	3	h	h	NOUN
fcis-30620	36	4	h	h	NOUN
fcis-30620	36	5	h	h	NOUN
fcis-30620	36	6	h	h	NOUN
fcis-30620	37	1			NOUN
fcis-30620	38	1			PRON
fcis-30620	39	1			ADJ
fcis-30620	39	2			NUM
fcis-30620	40	1			NUM
fcis-30620	40	2			ADJ
fcis-30620	40	3			X
fcis-30620	40	4			X
fcis-30620	40	5	(	(	PUNCT
fcis-30620	40	6	1	1	X
fcis-30620	40	7	)	)	PUNCT
fcis-30620	40	8	where	where	SCONJ
fcis-30620	40	9	the	the	DET
fcis-30620	40	10	value	value	NOUN
fcis-30620	40	11	range	range	NOUN
fcis-30620	40	12	of	of	ADP
fcis-30620	40	13	cos	cos	PROPN
fcis-30620	40	14	(	(	PUNCT
fcis-30620	40	15	,	,	PUNCT
fcis-30620	40	16	)	)	PUNCT
fcis-30620	40	17	d	d	NOUN
fcis-30620	40	18	fs	fs	PROPN
fcis-30620	40	19	h	h	PROPN
fcis-30620	40	20	h	h	NOUN
fcis-30620	40	21	is	be	AUX
fcis-30620	40	22	[	[	X
fcis-30620	40	23	0,1	0,1	NUM
fcis-30620	40	24	]	]	PUNCT
fcis-30620	40	25	.	.	PUNCT
fcis-30620	41	1	the	the	DET
fcis-30620	41	2	closer	close	ADJ
fcis-30620	41	3	cos	cos	PROPN
fcis-30620	41	4	(	(	PUNCT
fcis-30620	41	5	,	,	PUNCT
fcis-30620	41	6	)	)	PUNCT
fcis-30620	41	7	d	d	NOUN
fcis-30620	41	8	fs	fs	PROPN
fcis-30620	41	9	h	h	PROPN
fcis-30620	41	10	h	h	NOUN
fcis-30620	41	11	is	be	AUX
fcis-30620	41	12	to	to	ADP
fcis-30620	41	13	1	1	NUM
fcis-30620	41	14	,	,	PUNCT
fcis-30620	41	15	the	the	PRON
fcis-30620	41	16	more	more	ADV
fcis-30620	41	17	similar	similar	ADJ
fcis-30620	41	18	the	the	DET
fcis-30620	41	19	photovoltaic	photovoltaic	NOUN
fcis-30620	41	20	curve	curve	NOUN
fcis-30620	41	21	shape	shape	NOUN
fcis-30620	41	22	represented	represent	VERB
fcis-30620	41	23	by	by	ADP
fcis-30620	41	24	dh	dh	PROPN
fcis-30620	41	25	and	and	CCONJ
fcis-30620	41	26	fh	fh	PROPN
fcis-30620	41	27	is	be	AUX
fcis-30620	41	28	.	.	PUNCT
fcis-30620	42	1	(	(	PUNCT
fcis-30620	42	2	2	2	X
fcis-30620	42	3	)	)	PUNCT
fcis-30620	42	4	in	in	ADP
fcis-30620	42	5	order	order	NOUN
fcis-30620	42	6	to	to	PART
fcis-30620	42	7	quickly	quickly	ADV
fcis-30620	42	8	find	find	VERB
fcis-30620	42	9	the	the	DET
fcis-30620	42	10	optimal	optimal	ADJ
fcis-30620	42	11	number	number	NOUN
fcis-30620	42	12	of	of	ADP
fcis-30620	42	13	clusters	cluster	NOUN
fcis-30620	42	14	and	and	CCONJ
fcis-30620	42	15	obtain	obtain	VERB
fcis-30620	42	16	better	well	ADJ
fcis-30620	42	17	clustering	clustering	ADJ
fcis-30620	42	18	results	result	NOUN
fcis-30620	42	19	,	,	PUNCT
fcis-30620	42	20	the	the	DET
fcis-30620	42	21	contour	contour	NOUN
fcis-30620	42	22	coefficient	coefficient	NOUN
fcis-30620	42	23	method	method	NOUN
fcis-30620	42	24	is	be	AUX
fcis-30620	42	25	introduced	introduce	VERB
fcis-30620	42	26	to	to	PART
fcis-30620	42	27	determine	determine	VERB
fcis-30620	42	28	the	the	DET
fcis-30620	42	29	appropriate	appropriate	ADJ
fcis-30620	42	30	number	number	NOUN
fcis-30620	42	31	of	of	ADP
fcis-30620	42	32	clusters	cluster	NOUN
fcis-30620	42	33	based	base	VERB
fcis-30620	42	34	on	on	ADP
fcis-30620	42	35	the	the	DET
fcis-30620	42	36	k	k	PROPN
fcis-30620	42	37	means	means	PROPN
fcis-30620	42	38	-clustering	-clustering	PROPN
fcis-30620	42	39	algorithm	algorithm	NOUN
fcis-30620	42	40	.	.	PUNCT
fcis-30620	43	1	(	(	PUNCT
fcis-30620	43	2	)	)	PUNCT
fcis-30620	43	3	cs	cs	PROPN
fcis-30620	43	4	d	d	PROPN
fcis-30620	43	5	is	be	AUX
fcis-30620	43	6	the	the	DET
fcis-30620	43	7	contour	contour	ADJ
fcis-30620	43	8	coefficient	coefficient	NOUN
fcis-30620	43	9	value	value	NOUN
fcis-30620	43	10	,	,	PUNCT
fcis-30620	43	11	which	which	PRON
fcis-30620	43	12	is	be	AUX
fcis-30620	43	13	defined	define	VERB
fcis-30620	43	14	as	as	SCONJ
fcis-30620	43	15	follows	follow	VERB
fcis-30620	43	16	:	:	PUNCT
fcis-30620	43	17	(	(	PUNCT
fcis-30620	43	18	)	)	PUNCT
fcis-30620	43	19	(	(	PUNCT
fcis-30620	43	20	)	)	PUNCT
fcis-30620	43	21	(	(	PUNCT
fcis-30620	43	22	)	)	PUNCT
fcis-30620	43	23	max	max	PROPN
fcis-30620	43	24	[	[	PUNCT
fcis-30620	43	25	(	(	PUNCT
fcis-30620	43	26	)	)	PUNCT
fcis-30620	43	27	,	,	PUNCT
fcis-30620	43	28	(	(	PUNCT
fcis-30620	43	29	)	)	PUNCT
fcis-30620	43	30	]	]	X
fcis-30620	44	1	c	c	X
fcis-30620	44	2	b	b	X
fcis-30620	45	1	d	d	NOUN
fcis-30620	45	2	a	a	PROPN
fcis-30620	45	3	d	d	X
fcis-30620	45	4	s	s	PROPN
fcis-30620	45	5	d	d	NOUN
fcis-30620	45	6	a	a	PRON
fcis-30620	45	7	d	d	X
fcis-30620	45	8	b	b	PROPN
fcis-30620	45	9	d	d	X
fcis-30620	45	10			PROPN
fcis-30620	45	11			NUM
fcis-30620	45	12	(	(	PUNCT
fcis-30620	45	13	2	2	NUM
fcis-30620	45	14	)	)	PUNCT
fcis-30620	45	15	where	where	SCONJ
fcis-30620	45	16	(	(	PUNCT
fcis-30620	45	17	)	)	PUNCT
fcis-30620	45	18	1	1	NUM
fcis-30620	45	19	(	(	PUNCT
fcis-30620	45	20	)	)	PUNCT
fcis-30620	45	21	(	(	PUNCT
fcis-30620	45	22	)	)	PUNCT
fcis-30620	45	23	(	(	PUNCT
fcis-30620	45	24	)	)	PUNCT
fcis-30620	45	25	(	(	PUNCT
fcis-30620	45	26	)	)	PUNCT
fcis-30620	45	27	0	0	NUM
fcis-30620	46	1	(	(	PUNCT
fcis-30620	46	2	)	)	PUNCT
fcis-30620	46	3	(	(	PUNCT
fcis-30620	46	4	)	)	PUNCT
fcis-30620	46	5	(	(	PUNCT
fcis-30620	46	6	)	)	PUNCT
fcis-30620	46	7	1	1	NUM
fcis-30620	46	8	(	(	PUNCT
fcis-30620	46	9	)	)	PUNCT
fcis-30620	46	10	(	(	PUNCT
fcis-30620	46	11	)	)	PUNCT
fcis-30620	46	12	(	(	PUNCT
fcis-30620	46	13	)	)	PUNCT
fcis-30620	46	14	c	c	PROPN
fcis-30620	47	1	a	a	PRON
fcis-30620	48	1	d	d	NOUN
fcis-30620	48	2	a	a	PROPN
fcis-30620	48	3	d	d	X
fcis-30620	48	4	b	b	PROPN
fcis-30620	48	5	d	d	PROPN
fcis-30620	48	6	b	b	PROPN
fcis-30620	48	7	d	d	X
fcis-30620	48	8	s	s	PROPN
fcis-30620	48	9	d	d	X
fcis-30620	48	10	a	a	PROPN
fcis-30620	48	11	d	d	X
fcis-30620	48	12	b	b	PROPN
fcis-30620	48	13	d	d	PROPN
fcis-30620	48	14	b	b	PROPN
fcis-30620	49	1	d	d	NOUN
fcis-30620	49	2	a	a	PROPN
fcis-30620	49	3	d	d	X
fcis-30620	49	4	b	b	PROPN
fcis-30620	49	5	d	d	NOUN
fcis-30620	49	6	a	a	DET
fcis-30620	49	7	d	d	NOUN
fcis-30620	49	8			NOUN
fcis-30620	49	9			NOUN
fcis-30620	49	10			PROPN
fcis-30620	49	11			NUM
fcis-30620	49	12			PROPN
fcis-30620	49	13			NUM
fcis-30620	49	14			NUM
fcis-30620	49	15			PROPN
fcis-30620	49	16			PROPN
fcis-30620	49	17			PROPN
fcis-30620	49	18	(	(	PUNCT
fcis-30620	49	19	3	3	NUM
fcis-30620	49	20	)	)	PUNCT
fcis-30620	49	21	where	where	SCONJ
fcis-30620	49	22	(	(	PUNCT
fcis-30620	49	23	)	)	PUNCT
fcis-30620	49	24	a	a	DET
fcis-30620	49	25	d	d	NOUN
fcis-30620	49	26	is	be	AUX
fcis-30620	49	27	the	the	DET
fcis-30620	49	28	average	average	ADJ
fcis-30620	49	29	cosine	cosine	NOUN
fcis-30620	49	30	similarity	similarity	NOUN
fcis-30620	49	31	from	from	ADP
fcis-30620	49	32	sample	sample	NOUN
fcis-30620	49	33	dh	dh	NOUN
fcis-30620	49	34	to	to	ADP
fcis-30620	49	35	other	other	ADJ
fcis-30620	49	36	samples	sample	NOUN
fcis-30620	49	37	fh	fh	PROPN
fcis-30620	49	38	in	in	ADP
fcis-30620	49	39	the	the	DET
fcis-30620	49	40	same	same	ADJ
fcis-30620	49	41	class	class	NOUN
fcis-30620	49	42	.	.	PUNCT
fcis-30620	50	1	the	the	DET
fcis-30620	50	2	smaller	small	ADJ
fcis-30620	50	3	the	the	DET
fcis-30620	50	4	(	(	PUNCT
fcis-30620	50	5	)	)	PUNCT
fcis-30620	50	6	a	a	PRON
fcis-30620	50	7	d	d	NOUN
fcis-30620	50	8	,	,	PUNCT
fcis-30620	50	9	the	the	PRON
fcis-30620	50	10	closer	close	ADV
fcis-30620	50	11	the	the	DET
fcis-30620	50	12	distance	distance	NOUN
fcis-30620	50	13	between	between	ADP
fcis-30620	50	14	the	the	DET
fcis-30620	50	15	sample	sample	NOUN
fcis-30620	50	16	dh	dh	NOUN
fcis-30620	50	17	and	and	CCONJ
fcis-30620	50	18	other	other	ADJ
fcis-30620	50	19	samples	sample	NOUN
fcis-30620	50	20	in	in	ADP
fcis-30620	50	21	the	the	DET
fcis-30620	50	22	same	same	ADJ
fcis-30620	50	23	class	class	NOUN
fcis-30620	50	24	,	,	PUNCT
fcis-30620	50	25	that	that	ADV
fcis-30620	50	26	is	is	ADV
fcis-30620	50	27	,	,	PUNCT
fcis-30620	50	28	the	the	DET
fcis-30620	50	29	more	more	ADV
fcis-30620	50	30	similar	similar	ADJ
fcis-30620	50	31	.	.	PUNCT
fcis-30620	51	1	(	(	PUNCT
fcis-30620	51	2	)	)	PUNCT
fcis-30620	51	3	b	b	X
fcis-30620	51	4	d	d	NOUN
fcis-30620	51	5	is	be	AUX
fcis-30620	51	6	the	the	DET
fcis-30620	51	7	average	average	ADJ
fcis-30620	51	8	cosine	cosine	NOUN
fcis-30620	51	9	similarity	similarity	NOUN
fcis-30620	51	10	of	of	ADP
fcis-30620	51	11	all	all	DET
fcis-30620	51	12	samples	sample	NOUN
fcis-30620	51	13	dh	dh	NOUN
fcis-30620	51	14	from	from	ADP
fcis-30620	51	15	sample	sample	PROPN
fcis-30620	51	16	fh	fh	PROPN
fcis-30620	51	17	to	to	ADP
fcis-30620	51	18	other	other	ADJ
fcis-30620	51	19	categories	category	NOUN
fcis-30620	51	20	.	.	PUNCT
fcis-30620	52	1	the	the	DET
fcis-30620	52	2	larger	large	ADJ
fcis-30620	52	3	the	the	DET
fcis-30620	52	4	(	(	PUNCT
fcis-30620	52	5	)	)	PUNCT
fcis-30620	52	6	b	b	X
fcis-30620	52	7	d	d	NOUN
fcis-30620	52	8	is	be	AUX
fcis-30620	52	9	,	,	PUNCT
fcis-30620	52	10	the	the	PRON
fcis-30620	52	11	farther	far	ADV
fcis-30620	52	12	the	the	DET
fcis-30620	52	13	distance	distance	NOUN
fcis-30620	52	14	between	between	ADP
fcis-30620	52	15	sample	sample	NOUN
fcis-30620	52	16	dh	dh	NOUN
fcis-30620	52	17	and	and	CCONJ
fcis-30620	52	18	other	other	ADJ
fcis-30620	52	19	categories	category	NOUN
fcis-30620	52	20	is	be	AUX
fcis-30620	52	21	,	,	PUNCT
fcis-30620	52	22	that	that	ADV
fcis-30620	52	23	is	is	ADV
fcis-30620	52	24	,	,	PUNCT
fcis-30620	52	25	the	the	DET
fcis-30620	52	26	less	less	ADV
fcis-30620	52	27	similar	similar	ADJ
fcis-30620	52	28	.	.	PUNCT
fcis-30620	53	1	(	(	PUNCT
fcis-30620	53	2	3	3	X
fcis-30620	53	3	)	)	PUNCT
fcis-30620	53	4	the	the	DET
fcis-30620	53	5	comprehensive	comprehensive	ADJ
fcis-30620	53	6	contour	contour	NOUN
fcis-30620	53	7	coefficient	coefficient	NOUN
fcis-30620	53	8	of	of	ADP
fcis-30620	53	9	the	the	DET
fcis-30620	53	10	clustering	clustering	ADJ
fcis-30620	53	11	result	result	NOUN
fcis-30620	53	12	(	(	PUNCT
fcis-30620	53	13	)	)	PUNCT
fcis-30620	53	14	cs	cs	PROPN
fcis-30620	53	15	d	d	NOUN
fcis-30620	53	16	can	can	AUX
fcis-30620	53	17	be	be	AUX
fcis-30620	53	18	obtained	obtain	VERB
fcis-30620	53	19	by	by	ADP
fcis-30620	53	20	averaging	average	VERB
fcis-30620	53	21	the	the	DET
fcis-30620	53	22	contour	contour	NOUN
fcis-30620	53	23	coefficients	coefficient	NOUN
fcis-30620	53	24	of	of	ADP
fcis-30620	53	25	all	all	DET
fcis-30620	53	26	samples	sample	NOUN
fcis-30620	53	27	.	.	PUNCT
fcis-30620	54	1	the	the	DET
fcis-30620	54	2	specific	specific	ADJ
fcis-30620	54	3	definition	definition	NOUN
fcis-30620	54	4	is	be	AUX
fcis-30620	54	5	as	as	SCONJ
fcis-30620	54	6	follows	follow	VERB
fcis-30620	54	7	:	:	PUNCT
fcis-30620	54	8	1	1	NUM
fcis-30620	54	9	1	1	NUM
fcis-30620	54	10	(	(	PUNCT
fcis-30620	54	11	)	)	PUNCT
fcis-30620	55	1	n	n	DET
fcis-30620	55	2	c	c	NOUN
fcis-30620	55	3	c	c	NOUN
fcis-30620	55	4	d	d	X
fcis-30620	55	5	s	s	X
fcis-30620	55	6	s	s	X
fcis-30620	55	7	d	d	NOUN
fcis-30620	55	8	n	n	NOUN
fcis-30620	55	9			NOUN
fcis-30620	55	10			NOUN
fcis-30620	55	11			X
fcis-30620	55	12	(	(	PUNCT
fcis-30620	55	13	4	4	NUM
fcis-30620	55	14	)	)	PUNCT
fcis-30620	55	15	where	where	SCONJ
fcis-30620	55	16	the	the	DET
fcis-30620	55	17	cs	cs	PROPN
fcis-30620	55	18	value	value	NOUN
fcis-30620	55	19	range	range	NOUN
fcis-30620	55	20	is	be	AUX
fcis-30620	55	21	[	[	PUNCT
fcis-30620	55	22	1,1]	1,1]	NUM
fcis-30620	55	23	.	.	PUNCT
fcis-30620	56	1	the	the	PRON
fcis-30620	56	2	closer	close	ADV
fcis-30620	56	3	the	the	DET
fcis-30620	56	4	cs	cs	PROPN
fcis-30620	56	5	value	value	NOUN
fcis-30620	56	6	is	be	AUX
fcis-30620	56	7	to	to	ADP
fcis-30620	56	8	1	1	NUM
fcis-30620	56	9	,	,	PUNCT
fcis-30620	56	10	the	the	PRON
fcis-30620	56	11	better	well	ADJ
fcis-30620	56	12	the	the	DET
fcis-30620	56	13	clustering	clustering	ADJ
fcis-30620	56	14	effect	effect	NOUN
fcis-30620	56	15	is	be	AUX
fcis-30620	56	16	.	.	PUNCT
fcis-30620	57	1	the	the	DET
fcis-30620	57	2	corresponding	corresponding	ADJ
fcis-30620	57	3	value	value	NOUN
fcis-30620	57	4	k	k	PROPN
fcis-30620	57	5	when	when	SCONJ
fcis-30620	57	6	the	the	DET
fcis-30620	57	7	index	index	NOUN
fcis-30620	57	8	value	value	NOUN
fcis-30620	57	9	cs	cs	PROPN
fcis-30620	57	10	reaches	reach	VERB
fcis-30620	57	11	the	the	DET
fcis-30620	57	12	maximum	maximum	NOUN
fcis-30620	57	13	is	be	AUX
fcis-30620	57	14	the	the	DET
fcis-30620	57	15	optimal	optimal	ADJ
fcis-30620	57	16	number	number	NOUN
fcis-30620	57	17	of	of	ADP
fcis-30620	57	18	clusters	cluster	NOUN
fcis-30620	57	19	;	;	PUNCT
fcis-30620	57	20	the	the	DET
fcis-30620	57	21	optimal	optimal	ADJ
fcis-30620	57	22	clustering	clustering	ADJ
fcis-30620	57	23	result	result	NOUN
fcis-30620	57	24	is	be	AUX
fcis-30620	57	25	output	output	NOUN
fcis-30620	57	26	,	,	PUNCT
fcis-30620	57	27	and	and	CCONJ
fcis-30620	57	28	the	the	DET
fcis-30620	57	29	k	k	PROPN
fcis-30620	57	30	typical	typical	ADJ
fcis-30620	57	31	time	time	NOUN
fcis-30620	57	32	series	series	PROPN
fcis-30620	57	33	scene	scene	PROPN
fcis-30620	57	34	corresponding	correspond	VERB
fcis-30620	57	35	to	to	ADP
fcis-30620	57	36	the	the	DET
fcis-30620	57	37	optimal	optimal	ADJ
fcis-30620	57	38	clustering	clustering	NOUN
fcis-30620	57	39	number	number	NOUN
fcis-30620	57	40	is	be	AUX
fcis-30620	57	41	obtained	obtain	VERB
fcis-30620	57	42	,	,	PUNCT
fcis-30620	57	43	denoted	denote	VERB
fcis-30620	57	44	as	as	ADP
fcis-30620	57	45	1	1	NUM
fcis-30620	57	46	,	,	PUNCT
fcis-30620	57	47	2	2	NUM
fcis-30620	57	48	,	,	PUNCT
fcis-30620	57	49	,	,	PUNCT
fcis-30620	57	50	,	,	PUNCT
fcis-30620	57	51	,	,	PUNCT
fcis-30620	57	52	k	k	PROPN
fcis-30620	57	53	k	k	PUNCT
fcis-30620	57	54			NOUN
fcis-30620	57	55	.	.	PUNCT
fcis-30620	58	1	the	the	DET
fcis-30620	58	2	number	number	NOUN
fcis-30620	58	3	of	of	ADP
fcis-30620	58	4	original	original	ADJ
fcis-30620	58	5	scenes	scene	NOUN
fcis-30620	58	6	contained	contain	VERB
fcis-30620	58	7	in	in	ADP
fcis-30620	58	8	the	the	DET
fcis-30620	58	9	k	k	PROPN
fcis-30620	58	10	-th	-th	ADJ
fcis-30620	58	11	typical	typical	ADJ
fcis-30620	58	12	scene	scene	NOUN
fcis-30620	58	13	is	be	AUX
fcis-30620	58	14	kn	kn	PROPN
fcis-30620	58	15	,	,	PUNCT
fcis-30620	58	16	and	and	CCONJ
fcis-30620	58	17	n	n	PRON
fcis-30620	58	18	is	be	AUX
fcis-30620	58	19	the	the	DET
fcis-30620	58	20	number	number	NOUN
fcis-30620	58	21	of	of	ADP
fcis-30620	58	22	all	all	DET
fcis-30620	58	23	scenes	scene	NOUN
fcis-30620	58	24	.	.	PUNCT
fcis-30620	59	1	then	then	ADV
fcis-30620	59	2	the	the	DET
fcis-30620	59	3	probability	probability	NOUN
fcis-30620	59	4	of	of	ADP
fcis-30620	59	5	the	the	DET
fcis-30620	59	6	occurrence	occurrence	NOUN
fcis-30620	59	7	of	of	ADP
fcis-30620	59	8	the	the	DET
fcis-30620	59	9	k	k	PROPN
fcis-30620	59	10	-th	-th	ADJ
fcis-30620	59	11	typical	typical	ADJ
fcis-30620	59	12	scenario	scenario	NOUN
fcis-30620	59	13	is	be	AUX
fcis-30620	59	14	/k	/k	PUNCT
fcis-30620	59	15	ka	ka	PROPN
fcis-30620	59	16	n	n	PROPN
fcis-30620	59	17	n	n	PROPN
fcis-30620	59	18	.	.	PUNCT
fcis-30620	60	1	according	accord	VERB
fcis-30620	60	2	to	to	ADP
fcis-30620	60	3	the	the	DET
fcis-30620	60	4	clustering	clustering	ADJ
fcis-30620	60	5	results	result	NOUN
fcis-30620	60	6	,	,	PUNCT
fcis-30620	60	7	the	the	DET
fcis-30620	60	8	data	datum	NOUN
fcis-30620	60	9	of	of	ADP
fcis-30620	60	10	changing	change	VERB
fcis-30620	60	11	weather	weather	NOUN
fcis-30620	60	12	types	type	NOUN
fcis-30620	60	13	are	be	AUX
fcis-30620	60	14	clustered	cluster	VERB
fcis-30620	60	15	into	into	ADP
fcis-30620	60	16	four	four	NUM
fcis-30620	60	17	basic	basic	ADJ
fcis-30620	60	18	categories	category	NOUN
fcis-30620	60	19	:	:	PUNCT
fcis-30620	60	20	sunny	sunny	ADJ
fcis-30620	60	21	,	,	PUNCT
fcis-30620	60	22	cloudy	cloudy	ADJ
fcis-30620	60	23	,	,	PUNCT
fcis-30620	60	24	cloudy	cloudy	ADJ
fcis-30620	60	25	and	and	CCONJ
fcis-30620	60	26	rain	rain	NOUN
fcis-30620	60	27	and	and	CCONJ
fcis-30620	60	28	snow	snow	NOUN
fcis-30620	60	29	.	.	PUNCT
fcis-30620	61	1	the	the	DET
fcis-30620	61	2	process	process	NOUN
fcis-30620	61	3	of	of	ADP
fcis-30620	61	4	changing	change	VERB
fcis-30620	61	5	weather	weather	NOUN
fcis-30620	61	6	is	be	AUX
fcis-30620	61	7	shown	show	VERB
fcis-30620	61	8	in	in	ADP
fcis-30620	61	9	table.1	table.1	PROPN
fcis-30620	61	10	.	.	PUNCT
fcis-30620	61	11	table	table	NOUN
fcis-30620	61	12	1	1	NUM
fcis-30620	61	13	.	.	PUNCT
fcis-30620	61	14	changing	change	VERB
fcis-30620	61	15	weather	weather	NOUN
fcis-30620	61	16	processes	process	NOUN
fcis-30620	61	17	weather	weather	NOUN
fcis-30620	61	18	categories	category	NOUN
fcis-30620	61	19	changing	change	VERB
fcis-30620	61	20	weather	weather	NOUN
fcis-30620	61	21	types	type	NOUN
fcis-30620	61	22	sunny	sunny	ADJ
fcis-30620	61	23	categories	category	NOUN
fcis-30620	61	24	sunny	sunny	ADJ
fcis-30620	61	25	,	,	PUNCT
fcis-30620	61	26	sunny	sunny	ADJ
fcis-30620	61	27	to	to	ADP
fcis-30620	61	28	cloudy	cloudy	ADJ
fcis-30620	61	29	,	,	PUNCT
fcis-30620	61	30	sunny	sunny	ADJ
fcis-30620	61	31	to	to	PART
fcis-30620	61	32	rain	rain	VERB
fcis-30620	61	33	and	and	CCONJ
fcis-30620	61	34	snow	snow	NOUN
fcis-30620	61	35	cloudy	cloudy	ADJ
fcis-30620	61	36	categories	category	NOUN
fcis-30620	61	37	cloudy	cloudy	ADJ
fcis-30620	61	38	,	,	PUNCT
fcis-30620	61	39	cloudy	cloudy	ADJ
fcis-30620	61	40	to	to	ADP
fcis-30620	61	41	sunny	sunny	ADJ
fcis-30620	61	42	,	,	PUNCT
fcis-30620	61	43	cloudy	cloudy	ADJ
fcis-30620	61	44	to	to	ADP
fcis-30620	61	45	overcast	overcast	ADJ
fcis-30620	61	46	sky	sky	NOUN
fcis-30620	61	47	,	,	PUNCT
fcis-30620	61	48	cloudy	cloudy	ADJ
fcis-30620	61	49	to	to	ADP
fcis-30620	61	50	rain	rain	NOUN
fcis-30620	61	51	and	and	CCONJ
fcis-30620	61	52	snow	snow	NOUN
fcis-30620	61	53	overcast	overcast	ADJ
fcis-30620	61	54	sky	sky	NOUN
fcis-30620	61	55	categories	category	NOUN
fcis-30620	61	56	overcast	overcast	ADJ
fcis-30620	61	57	sky	sky	NOUN
fcis-30620	61	58	,	,	PUNCT
fcis-30620	61	59	overcast	overcast	ADJ
fcis-30620	61	60	sky	sky	NOUN
fcis-30620	61	61	to	to	PART
fcis-30620	61	62	sunny	sunny	VERB
fcis-30620	61	63	,	,	PUNCT
fcis-30620	61	64	overcast	overcast	ADJ
fcis-30620	61	65	sky	sky	NOUN
fcis-30620	61	66	to	to	PART
fcis-30620	61	67	cloudy	cloudy	VERB
fcis-30620	61	68	,	,	PUNCT
fcis-30620	61	69	overcast	overcast	ADJ
fcis-30620	61	70	sky	sky	NOUN
fcis-30620	61	71	to	to	PART
fcis-30620	61	72	rain	rain	VERB
fcis-30620	61	73	and	and	CCONJ
fcis-30620	61	74	snow	snow	NOUN
fcis-30620	61	75	rain	rain	NOUN
fcis-30620	61	76	and	and	CCONJ
fcis-30620	61	77	snow	snow	NOUN
fcis-30620	61	78	categories	category	NOUN
fcis-30620	61	79	rain	rain	NOUN
fcis-30620	61	80	and	and	CCONJ
fcis-30620	61	81	snow	snow	NOUN
fcis-30620	61	82	,	,	PUNCT
fcis-30620	61	83	rain	rain	NOUN
fcis-30620	61	84	and	and	CCONJ
fcis-30620	61	85	snow	snow	NOUN
fcis-30620	61	86	to	to	PART
fcis-30620	61	87	sunny	sunny	ADJ
fcis-30620	61	88	,	,	PUNCT
fcis-30620	61	89	rain	rain	NOUN
fcis-30620	61	90	and	and	CCONJ
fcis-30620	61	91	snow	snow	NOUN
fcis-30620	61	92	to	to	ADP
fcis-30620	61	93	cloudy	cloudy	ADJ
fcis-30620	61	94	,	,	PUNCT
fcis-30620	61	95	rain	rain	NOUN
fcis-30620	61	96	and	and	CCONJ
fcis-30620	61	97	snow	snow	NOUN
fcis-30620	61	98	to	to	ADP
fcis-30620	61	99	overcast	overcast	ADJ
fcis-30620	61	100	sky	sky	NOUN
fcis-30620	61	101	the	the	DET
fcis-30620	61	102	fusion	fusion	NOUN
fcis-30620	61	103	of	of	ADP
fcis-30620	61	104	meteorological	meteorological	ADJ
fcis-30620	61	105	information	information	NOUN
fcis-30620	61	106	processing	processing	NOUN
fcis-30620	61	107	on	on	ADP
fcis-30620	61	108	the	the	DET
fcis-30620	61	109	original	original	ADJ
fcis-30620	61	110	historical	historical	ADJ
fcis-30620	61	111	data	datum	NOUN
fcis-30620	61	112	can	can	AUX
fcis-30620	61	113	provide	provide	VERB
fcis-30620	61	114	more	more	ADV
fcis-30620	61	115	obvious	obvious	ADJ
fcis-30620	61	116	data	datum	NOUN
fcis-30620	61	117	for	for	ADP
fcis-30620	61	118	the	the	DET
fcis-30620	61	119	prediction	prediction	NOUN
fcis-30620	61	120	model	model	NOUN
fcis-30620	61	121	to	to	PART
fcis-30620	61	122	improve	improve	VERB
fcis-30620	61	123	the	the	DET
fcis-30620	61	124	overall	overall	ADJ
fcis-30620	61	125	accuracy	accuracy	NOUN
fcis-30620	61	126	of	of	ADP
fcis-30620	61	127	the	the	DET
fcis-30620	61	128	prediction	prediction	NOUN
fcis-30620	61	129	.	.	PUNCT
fcis-30620	62	1	after	after	SCONJ
fcis-30620	62	2	the	the	DET
fcis-30620	62	3	deep	deep	ADJ
fcis-30620	62	4	learning	learning	NOUN
fcis-30620	62	5	model	model	NOUN
fcis-30620	62	6	is	be	AUX
fcis-30620	62	7	built	build	VERB
fcis-30620	62	8	,	,	PUNCT
fcis-30620	62	9	the	the	DET
fcis-30620	62	10	largescale	largescale	NOUN
fcis-30620	62	11	data	datum	NOUN
fcis-30620	62	12	set	set	VERB
fcis-30620	62	13	is	be	AUX
fcis-30620	62	14	extracted	extract	VERB
fcis-30620	62	15	with	with	ADP
fcis-30620	62	16	reference	reference	NOUN
fcis-30620	62	17	to	to	ADP
fcis-30620	62	18	the	the	DET
fcis-30620	62	19	fuzzy	fuzzy	ADJ
fcis-30620	62	20	weather	weather	NOUN
fcis-30620	62	21	forecast	forecast	NOUN
fcis-30620	62	22	.	.	PUNCT
fcis-30620	63	1	the	the	DET
fcis-30620	63	2	characteristic	characteristic	ADJ
fcis-30620	63	3	quantity	quantity	NOUN
fcis-30620	63	4	of	of	ADP
fcis-30620	63	5	the	the	DET
fcis-30620	63	6	input	input	NOUN
fcis-30620	63	7	data	datum	NOUN
fcis-30620	63	8	set	set	VERB
fcis-30620	63	9	and	and	CCONJ
fcis-30620	63	10	the	the	DET
fcis-30620	63	11	output	output	NOUN
fcis-30620	63	12	object	object	NOUN
fcis-30620	63	13	are	be	AUX
fcis-30620	63	14	trained	train	VERB
fcis-30620	63	15	,	,	PUNCT
fcis-30620	63	16	and	and	CCONJ
fcis-30620	63	17	the	the	DET
fcis-30620	63	18	neural	neural	ADJ
fcis-30620	63	19	network	network	NOUN
fcis-30620	63	20	is	be	AUX
fcis-30620	63	21	trained	train	VERB
fcis-30620	63	22	to	to	PART
fcis-30620	63	23	fully	fully	ADV
fcis-30620	63	24	mine	mine	VERB
fcis-30620	63	25	the	the	DET
fcis-30620	63	26	relationship	relationship	NOUN
fcis-30620	63	27	between	between	ADP
fcis-30620	63	28	the	the	DET
fcis-30620	63	29	historical	historical	ADJ
fcis-30620	63	30	data	datum	NOUN
fcis-30620	63	31	to	to	PART
fcis-30620	63	32	improve	improve	VERB
fcis-30620	63	33	the	the	DET
fcis-30620	63	34	accuracy	accuracy	NOUN
fcis-30620	63	35	and	and	CCONJ
fcis-30620	63	36	obtain	obtain	VERB
fcis-30620	63	37	the	the	DET
fcis-30620	63	38	prediction	prediction	NOUN
fcis-30620	63	39	results	result	NOUN
fcis-30620	63	40	.	.	PUNCT
fcis-30620	64	1	3	3	X
fcis-30620	64	2	.	.	X
fcis-30620	64	3	short	short	ADJ
fcis-30620	64	4	-	-	PUNCT
fcis-30620	64	5	term	term	NOUN
fcis-30620	64	6	distributed	distribute	VERB
fcis-30620	64	7	photovoltaic	photovoltaic	NOUN
fcis-30620	64	8	prediction	prediction	NOUN
fcis-30620	64	9	model	model	NOUN
fcis-30620	64	10	based	base	VERB
fcis-30620	64	11	on	on	ADP
fcis-30620	64	12	lstm	lstm	NOUN
fcis-30620	64	13	in	in	ADP
fcis-30620	64	14	this	this	DET
fcis-30620	64	15	paper	paper	NOUN
fcis-30620	64	16	,	,	PUNCT
fcis-30620	64	17	after	after	ADP
fcis-30620	64	18	data	data	NOUN
fcis-30620	64	19	fusion	fusion	NOUN
fcis-30620	64	20	,	,	PUNCT
fcis-30620	64	21	data	datum	NOUN
fcis-30620	64	22	prediction	prediction	NOUN
fcis-30620	64	23	methods	method	NOUN
fcis-30620	64	24	are	be	AUX
fcis-30620	64	25	mainly	mainly	ADV
fcis-30620	64	26	divided	divide	VERB
fcis-30620	64	27	into	into	ADP
fcis-30620	64	28	two	two	NUM
fcis-30620	64	29	kinds	kind	NOUN
fcis-30620	64	30	.	.	PUNCT
fcis-30620	65	1	the	the	DET
fcis-30620	65	2	first	first	ADJ
fcis-30620	65	3	method	method	NOUN
fcis-30620	65	4	is	be	AUX
fcis-30620	65	5	the	the	DET
fcis-30620	65	6	real	real	ADJ
fcis-30620	65	7	meteorological	meteorological	ADJ
fcis-30620	65	8	data	datum	NOUN
fcis-30620	65	9	included	include	VERB
fcis-30620	65	10	in	in	ADP
fcis-30620	65	11	the	the	DET
fcis-30620	65	12	historical	historical	ADJ
fcis-30620	65	13	data	datum	NOUN
fcis-30620	65	14	of	of	ADP
fcis-30620	65	15	photovoltaic	photovoltaic	NOUN
fcis-30620	65	16	power	power	NOUN
fcis-30620	65	17	,	,	PUNCT
fcis-30620	65	18	which	which	PRON
fcis-30620	65	19	determines	determine	VERB
fcis-30620	65	20	the	the	DET
fcis-30620	65	21	meteorological	meteorological	ADJ
fcis-30620	65	22	categories	category	NOUN
fcis-30620	65	23	corresponding	correspond	VERB
fcis-30620	65	24	to	to	ADP
fcis-30620	65	25	the	the	DET
fcis-30620	65	26	historical	historical	ADJ
fcis-30620	65	27	data	datum	NOUN
fcis-30620	65	28	.	.	PUNCT
fcis-30620	66	1	the	the	DET
fcis-30620	66	2	second	second	ADJ
fcis-30620	66	3	is	be	AUX
fcis-30620	66	4	the	the	DET
fcis-30620	66	5	forecast	forecast	NOUN
fcis-30620	66	6	of	of	ADP
fcis-30620	66	7	the	the	DET
fcis-30620	66	8	weather	weather	NOUN
fcis-30620	66	9	type	type	NOUN
fcis-30620	66	10	on	on	ADP
fcis-30620	66	11	the	the	DET
fcis-30620	66	12	day	day	NOUN
fcis-30620	66	13	of	of	ADP
fcis-30620	66	14	the	the	DET
fcis-30620	66	15	forecast	forecast	NOUN
fcis-30620	66	16	day	day	NOUN
fcis-30620	66	17	,	,	PUNCT
fcis-30620	66	18	which	which	PRON
fcis-30620	66	19	is	be	AUX
fcis-30620	66	20	generally	generally	ADV
fcis-30620	66	21	provided	provide	VERB
fcis-30620	66	22	by	by	ADP
fcis-30620	66	23	the	the	DET
fcis-30620	66	24	meteorological	meteorological	ADJ
fcis-30620	66	25	department	department	NOUN
fcis-30620	66	26	.	.	PUNCT
fcis-30620	67	1	based	base	VERB
fcis-30620	67	2	on	on	ADP
fcis-30620	67	3	this	this	DET
fcis-30620	67	4	information	information	NOUN
fcis-30620	67	5	,	,	PUNCT
fcis-30620	67	6	it	it	PRON
fcis-30620	67	7	is	be	AUX
fcis-30620	67	8	possible	possible	ADJ
fcis-30620	67	9	to	to	PART
fcis-30620	67	10	decide	decide	VERB
fcis-30620	67	11	which	which	DET
fcis-30620	67	12	type	type	NOUN
fcis-30620	67	13	of	of	ADP
fcis-30620	67	14	weather	weather	NOUN
fcis-30620	67	15	type	type	NOUN
fcis-30620	67	16	data	datum	NOUN
fcis-30620	67	17	to	to	PART
fcis-30620	67	18	use	use	VERB
fcis-30620	67	19	for	for	ADP
fcis-30620	67	20	prediction	prediction	NOUN
fcis-30620	67	21	.	.	PUNCT
fcis-30620	68	1	compared	compare	VERB
fcis-30620	68	2	with	with	ADP
fcis-30620	68	3	the	the	DET
fcis-30620	68	4	traditional	traditional	ADJ
fcis-30620	68	5	shallow	shallow	ADJ
fcis-30620	68	6	learning	learning	NOUN
fcis-30620	68	7	method	method	NOUN
fcis-30620	68	8	,	,	PUNCT
fcis-30620	68	9	the	the	DET
fcis-30620	68	10	lstm	lstm	NOUN
fcis-30620	68	11	deep	deep	ADJ
fcis-30620	68	12	learning	learning	NOUN
fcis-30620	68	13	method	method	NOUN
fcis-30620	68	14	can	can	AUX
fcis-30620	68	15	better	well	ADV
fcis-30620	68	16	mine	mine	VERB
fcis-30620	68	17	the	the	DET
fcis-30620	68	18	relationship	relationship	NOUN
fcis-30620	68	19	in	in	ADP
fcis-30620	68	20	historical	historical	ADJ
fcis-30620	68	21	data	datum	NOUN
fcis-30620	68	22	.	.	PUNCT
fcis-30620	69	1	3.1	3.1	NUM
fcis-30620	69	2	.	.	PUNCT
fcis-30620	69	3	analysis	analysis	NOUN
fcis-30620	69	4	of	of	ADP
fcis-30620	69	5	experimental	experimental	ADJ
fcis-30620	69	6	results	result	NOUN
fcis-30620	69	7	in	in	ADP
fcis-30620	69	8	order	order	NOUN
fcis-30620	69	9	to	to	PART
fcis-30620	69	10	improve	improve	VERB
fcis-30620	69	11	the	the	DET
fcis-30620	69	12	long	long	ADJ
fcis-30620	69	13	-	-	PUNCT
fcis-30620	69	14	term	term	NOUN
fcis-30620	69	15	dependence	dependence	NOUN
fcis-30620	69	16	of	of	ADP
fcis-30620	69	17	recurrent	recurrent	ADJ
fcis-30620	69	18	neural	neural	ADJ
fcis-30620	69	19	networks	network	NOUN
fcis-30620	69	20	,	,	PUNCT
fcis-30620	69	21	a	a	DET
fcis-30620	69	22	gate	gate	NOUN
fcis-30620	69	23	mechanism	mechanism	NOUN
fcis-30620	69	24	is	be	AUX
fcis-30620	69	25	introduced	introduce	VERB
fcis-30620	69	26	to	to	PART
fcis-30620	69	27	control	control	VERB
fcis-30620	69	28	the	the	DET
fcis-30620	69	29	speed	speed	NOUN
fcis-30620	69	30	of	of	ADP
fcis-30620	69	31	information	information	NOUN
fcis-30620	69	32	storage	storage	NOUN
fcis-30620	69	33	,	,	PUNCT
fcis-30620	69	34	including	include	VERB
fcis-30620	69	35	selectively	selectively	ADV
fcis-30620	69	36	adding	add	VERB
fcis-30620	69	37	130	130	NUM
fcis-30620	69	38	new	new	ADJ
fcis-30620	69	39	information	information	NOUN
fcis-30620	69	40	and	and	CCONJ
fcis-30620	69	41	selectively	selectively	ADV
fcis-30620	69	42	forgetting	forget	VERB
fcis-30620	69	43	previously	previously	ADV
fcis-30620	69	44	stored	store	VERB
fcis-30620	69	45	information	information	NOUN
fcis-30620	69	46	.	.	PUNCT
fcis-30620	70	1	in	in	ADP
fcis-30620	70	2	this	this	DET
fcis-30620	70	3	paper	paper	NOUN
fcis-30620	70	4	,	,	PUNCT
fcis-30620	70	5	a	a	DET
fcis-30620	70	6	class	class	NOUN
fcis-30620	70	7	of	of	ADP
fcis-30620	70	8	recurrent	recurrent	ADJ
fcis-30620	70	9	neural	neural	ADJ
fcis-30620	70	10	networks	network	NOUN
fcis-30620	70	11	based	base	VERB
fcis-30620	70	12	on	on	ADP
fcis-30620	70	13	gating	gating	NOUN
fcis-30620	70	14	is	be	AUX
fcis-30620	70	15	proposed	propose	VERB
fcis-30620	70	16	.	.	PUNCT
fcis-30620	71	1	the	the	DET
fcis-30620	71	2	long	long	ADJ
fcis-30620	71	3	-	-	PUNCT
fcis-30620	71	4	term	term	NOUN
fcis-30620	71	5	and	and	CCONJ
fcis-30620	71	6	short	short	ADJ
fcis-30620	71	7	-	-	PUNCT
fcis-30620	71	8	term	term	NOUN
fcis-30620	71	9	memory	memory	NOUN
fcis-30620	71	10	network	network	NOUN
fcis-30620	71	11	changes	change	NOUN
fcis-30620	71	12	according	accord	VERB
fcis-30620	71	13	to	to	ADP
fcis-30620	71	14	the	the	DET
fcis-30620	71	15	characteristics	characteristic	NOUN
fcis-30620	71	16	of	of	ADP
fcis-30620	71	17	the	the	DET
fcis-30620	71	18	recurrent	recurrent	ADJ
fcis-30620	71	19	neural	neural	ADJ
fcis-30620	71	20	network	network	NOUN
fcis-30620	71	21	,	,	PUNCT
fcis-30620	71	22	and	and	CCONJ
fcis-30620	71	23	can	can	AUX
fcis-30620	71	24	properly	properly	ADV
fcis-30620	71	25	deal	deal	VERB
fcis-30620	71	26	with	with	ADP
fcis-30620	71	27	the	the	DET
fcis-30620	71	28	problem	problem	NOUN
fcis-30620	71	29	of	of	ADP
fcis-30620	71	30	simple	simple	ADJ
fcis-30620	71	31	recurrent	recurrent	ADJ
fcis-30620	71	32	neural	neural	ADJ
fcis-30620	71	33	network	network	NOUN
fcis-30620	71	34	-	-	PUNCT
fcis-30620	71	35	gradient	gradient	NOUN
fcis-30620	71	36	explosion	explosion	NOUN
fcis-30620	71	37	and	and	CCONJ
fcis-30620	71	38	disappearance	disappearance	NOUN
fcis-30620	71	39	.	.	PUNCT
fcis-30620	72	1	its	its	PRON
fcis-30620	72	2	operation	operation	NOUN
fcis-30620	72	3	principle	principle	NOUN
fcis-30620	72	4	is	be	AUX
fcis-30620	72	5	shown	show	VERB
fcis-30620	72	6	in	in	ADP
fcis-30620	72	7	figure	figure	NOUN
fcis-30620	72	8	1	1	NUM
fcis-30620	72	9	.	.	PUNCT
fcis-30620	72	10	figure	figure	NOUN
fcis-30620	72	11	1	1	NUM
fcis-30620	72	12	.	.	PUNCT
fcis-30620	72	13	loop	loop	NOUN
fcis-30620	72	14	structure	structure	NOUN
fcis-30620	72	15	diagram	diagram	NOUN
fcis-30620	72	16	of	of	ADP
fcis-30620	72	17	lstm	lstm	PROPN
fcis-30620	72	18	unit	unit	NOUN
fcis-30620	72	19	network	network	NOUN
fcis-30620	72	20	lstm	lstm	PROPN
fcis-30620	72	21	mainly	mainly	ADV
fcis-30620	72	22	controls	control	VERB
fcis-30620	72	23	the	the	DET
fcis-30620	72	24	transmission	transmission	NOUN
fcis-30620	72	25	of	of	ADP
fcis-30620	72	26	data	datum	NOUN
fcis-30620	72	27	through	through	ADP
fcis-30620	72	28	three	three	NUM
fcis-30620	72	29	gates	gate	NOUN
fcis-30620	72	30	,	,	PUNCT
fcis-30620	72	31	namely	namely	ADV
fcis-30620	72	32	forgetting	forget	VERB
fcis-30620	72	33	gate	gate	NOUN
fcis-30620	72	34	,	,	PUNCT
fcis-30620	72	35	input	input	NOUN
fcis-30620	72	36	gate	gate	NOUN
fcis-30620	72	37	and	and	CCONJ
fcis-30620	72	38	output	output	NOUN
fcis-30620	72	39	gate	gate	NOUN
fcis-30620	72	40	.	.	PUNCT
fcis-30620	73	1	1	1	NUM
fcis-30620	73	2	1	1	NUM
fcis-30620	73	3	1	1	NUM
fcis-30620	73	4	1	1	NUM
fcis-30620	73	5	(	(	PUNCT
fcis-30620	73	6	)	)	PUNCT
fcis-30620	73	7	(	(	PUNCT
fcis-30620	73	8	)	)	PUNCT
fcis-30620	73	9	(	(	PUNCT
fcis-30620	73	10	)	)	PUNCT
fcis-30620	73	11	tanh	tanh	NOUN
fcis-30620	73	12	(	(	PUNCT
fcis-30620	73	13	)	)	PUNCT
fcis-30620	73	14	t	t	NOUN
fcis-30620	74	1	i	i	PRON
fcis-30620	74	2	t	t	X
fcis-30620	75	1	i	i	PRON
fcis-30620	75	2	t	t	X
fcis-30620	76	1	i	i	PRON
fcis-30620	76	2	t	t	PROPN
fcis-30620	77	1	f	f	PROPN
fcis-30620	77	2	t	t	PROPN
fcis-30620	78	1	f	f	PROPN
fcis-30620	78	2	t	t	PROPN
fcis-30620	79	1	f	f	PROPN
fcis-30620	79	2	t	t	NOUN
fcis-30620	79	3	o	o	X
fcis-30620	80	1	t	t	X
fcis-30620	80	2	o	o	X
fcis-30620	81	1	t	t	X
fcis-30620	81	2	o	o	X
fcis-30620	81	3	t	t	PROPN
fcis-30620	81	4	s	s	PROPN
fcis-30620	81	5	t	t	PROPN
fcis-30620	81	6	s	s	PROPN
fcis-30620	81	7	t	t	NOUN
fcis-30620	81	8	s	s	X
fcis-30620	81	9	i	i	NOUN
fcis-30620	81	10	w	w	VERB
fcis-30620	81	11	x	x	PUNCT
fcis-30620	81	12	u	u	NOUN
fcis-30620	81	13	h	h	NOUN
fcis-30620	81	14	b	b	PROPN
fcis-30620	81	15	f	f	PROPN
fcis-30620	81	16	w	w	PROPN
fcis-30620	81	17	x	x	PUNCT
fcis-30620	81	18	u	u	NOUN
fcis-30620	81	19	h	h	NOUN
fcis-30620	82	1	b	b	NOUN
fcis-30620	82	2	o	o	X
fcis-30620	82	3	w	w	X
fcis-30620	82	4	x	x	SYM
fcis-30620	82	5	u	u	NOUN
fcis-30620	82	6	h	h	NOUN
fcis-30620	82	7	b	b	PROPN
fcis-30620	82	8	s	s	PROPN
fcis-30620	82	9	w	w	NOUN
fcis-30620	82	10	x	x	PUNCT
fcis-30620	82	11	u	u	NOUN
fcis-30620	82	12	h	h	PROPN
fcis-30620	82	13	b	b	NOUN
fcis-30620	82	14			X
fcis-30620	82	15			X
fcis-30620	82	16			X
fcis-30620	82	17			PROPN
fcis-30620	82	18			PROPN
fcis-30620	82	19			PROPN
fcis-30620	82	20			PROPN
fcis-30620	82	21			PRON
fcis-30620	82	22			ADV
fcis-30620	82	23			PROPN
fcis-30620	82	24			PROPN
fcis-30620	82	25			PROPN
fcis-30620	82	26			PUNCT
fcis-30620	82	27			PROPN
fcis-30620	82	28			PROPN
fcis-30620	82	29			PUNCT
fcis-30620	82	30			NUM
fcis-30620	82	31			ADJ
fcis-30620	82	32			NOUN
fcis-30620	82	33	(	(	PUNCT
fcis-30620	82	34	5	5	NUM
fcis-30620	82	35	)	)	PUNCT
fcis-30620	82	36	where	where	SCONJ
fcis-30620	82	37	tx	tx	PROPN
fcis-30620	82	38	is	be	AUX
fcis-30620	82	39	the	the	DET
fcis-30620	82	40	input	input	NOUN
fcis-30620	82	41	of	of	ADP
fcis-30620	82	42	the	the	DET
fcis-30620	82	43	current	current	ADJ
fcis-30620	82	44	time	time	NOUN
fcis-30620	82	45	and	and	CCONJ
fcis-30620	82	46	1th	1th	ADJ
fcis-30620	82	47			NOUN
fcis-30620	82	48	is	be	AUX
fcis-30620	82	49	the	the	DET
fcis-30620	82	50	external	external	ADJ
fcis-30620	82	51	state	state	NOUN
fcis-30620	82	52	of	of	ADP
fcis-30620	82	53	the	the	DET
fcis-30620	82	54	previous	previous	ADJ
fcis-30620	82	55	time	time	NOUN
fcis-30620	82	56	.	.	PUNCT
fcis-30620	83	1	∗	∗	NOUN
fcis-30620	83	2	,	,	PUNCT
fcis-30620	83	3	∗	∗	NOUN
fcis-30620	83	4	,	,	PUNCT
fcis-30620	83	5	∗	∗	NOUN
fcis-30620	83	6	are	be	AUX
fcis-30620	83	7	the	the	DET
fcis-30620	83	8	network	network	NOUN
fcis-30620	83	9	structure	structure	NOUN
fcis-30620	83	10	parameters	parameter	NOUN
fcis-30620	83	11	that	that	PRON
fcis-30620	83	12	need	need	VERB
fcis-30620	83	13	to	to	PART
fcis-30620	83	14	be	be	AUX
fcis-30620	83	15	updated	update	VERB
fcis-30620	83	16	in	in	ADP
fcis-30620	83	17	the	the	DET
fcis-30620	83	18	lstm	lstm	PROPN
fcis-30620	83	19	network	network	NOUN
fcis-30620	83	20	.	.	PUNCT
fcis-30620	84	1	x	x	PUNCT
fcis-30620	84	2	represents	represent	VERB
fcis-30620	84	3	the	the	DET
fcis-30620	84	4	long	long	ADJ
fcis-30620	84	5	-	-	PUNCT
fcis-30620	84	6	term	term	NOUN
fcis-30620	84	7	memory	memory	NOUN
fcis-30620	84	8	information	information	NOUN
fcis-30620	84	9	of	of	ADP
fcis-30620	84	10	the	the	DET
fcis-30620	84	11	time	time	NOUN
fcis-30620	84	12	series	series	NOUN
fcis-30620	84	13	.	.	PUNCT
fcis-30620	85	1	the	the	DET
fcis-30620	85	2	activation	activation	NOUN
fcis-30620	85	3	functions	function	NOUN
fcis-30620	85	4			NUM
fcis-30620	85	5	and	and	CCONJ
fcis-30620	85	6	tanh	tanh	PROPN
fcis-30620	85	7	map	map	VERB
fcis-30620	85	8	the	the	DET
fcis-30620	85	9	output	output	NOUN
fcis-30620	85	10	to	to	ADP
fcis-30620	85	11	the	the	DET
fcis-30620	85	12			ADJ
fcis-30620	85	13	0,1	0,1	NOUN
fcis-30620	85	14	interval	interval	NOUN
fcis-30620	85	15	and	and	CCONJ
fcis-30620	85	16			ADJ
fcis-30620	85	17	1,1	1,1	NOUN
fcis-30620	85	18	interval	interval	NOUN
fcis-30620	85	19	respectively	respectively	ADV
fcis-30620	85	20	.	.	PUNCT
fcis-30620	86	1	the	the	PRON
fcis-30620	86	2	larger	large	ADJ
fcis-30620	86	3	the	the	DET
fcis-30620	86	4	value	value	NOUN
fcis-30620	86	5	is	be	AUX
fcis-30620	86	6	,	,	PUNCT
fcis-30620	86	7	the	the	DET
fcis-30620	86	8	more	more	ADJ
fcis-30620	86	9	information	information	NOUN
fcis-30620	86	10	is	be	AUX
fcis-30620	86	11	transmitted	transmit	VERB
fcis-30620	86	12	forward	forward	ADV
fcis-30620	86	13	at	at	ADP
fcis-30620	86	14	the	the	DET
fcis-30620	86	15	previous	previous	ADJ
fcis-30620	86	16	moment	moment	NOUN
fcis-30620	86	17	.	.	PUNCT
fcis-30620	87	1	the	the	PRON
fcis-30620	87	2	smaller	small	ADJ
fcis-30620	87	3	the	the	DET
fcis-30620	87	4	value	value	NOUN
fcis-30620	87	5	is	be	AUX
fcis-30620	87	6	,	,	PUNCT
fcis-30620	87	7	the	the	DET
fcis-30620	87	8	less	less	ADJ
fcis-30620	87	9	information	information	NOUN
fcis-30620	87	10	is	be	AUX
fcis-30620	87	11	transmitted	transmit	VERB
fcis-30620	87	12	forward	forward	ADV
fcis-30620	87	13	at	at	ADP
fcis-30620	87	14	the	the	DET
fcis-30620	87	15	previous	previous	ADJ
fcis-30620	87	16	moment	moment	NOUN
fcis-30620	87	17	.	.	PUNCT
fcis-30620	88	1	each	each	DET
fcis-30620	88	2	gate	gate	NOUN
fcis-30620	88	3	consists	consist	VERB
fcis-30620	88	4	of	of	ADP
fcis-30620	88	5	a	a	DET
fcis-30620	88	6	sigmoid	sigmoid	NOUN
fcis-30620	88	7	layer	layer	NOUN
fcis-30620	88	8	(	(	PUNCT
fcis-30620	88	9	which	which	PRON
fcis-30620	88	10	outputs	output	VERB
fcis-30620	88	11	a	a	DET
fcis-30620	88	12	vector	vector	NOUN
fcis-30620	88	13	from	from	ADP
fcis-30620	88	14	0	0	NUM
fcis-30620	88	15	to	to	ADP
fcis-30620	88	16	1	1	NUM
fcis-30620	88	17	,	,	PUNCT
fcis-30620	88	18	representing	represent	VERB
fcis-30620	88	19	'	'	PUNCT
fcis-30620	88	20	the	the	DET
fcis-30620	88	21	degree	degree	NOUN
fcis-30620	88	22	to	to	PART
fcis-30620	88	23	which	which	PRON
fcis-30620	88	24	it	it	PRON
fcis-30620	88	25	is	be	AUX
fcis-30620	88	26	allowed	allow	VERB
fcis-30620	88	27	to	to	PART
fcis-30620	88	28	pass	pass	VERB
fcis-30620	88	29	'	'	PUNCT
fcis-30620	88	30	)	)	PUNCT
fcis-30620	88	31	and	and	CCONJ
fcis-30620	88	32	a	a	DET
fcis-30620	88	33	dot	dot	NOUN
fcis-30620	88	34	product	product	NOUN
fcis-30620	88	35	operation	operation	NOUN
fcis-30620	88	36	.	.	PUNCT
fcis-30620	89	1	the	the	DET
fcis-30620	89	2	three	three	NUM
fcis-30620	89	3	gates	gate	NOUN
fcis-30620	89	4	control	control	VERB
fcis-30620	89	5	the	the	DET
fcis-30620	89	6	retention	retention	NOUN
fcis-30620	89	7	or	or	CCONJ
fcis-30620	89	8	forgetting	forget	VERB
fcis-30620	89	9	of	of	ADP
fcis-30620	89	10	information	information	NOUN
fcis-30620	89	11	:	:	PUNCT
fcis-30620	89	12	(	(	PUNCT
fcis-30620	89	13	1	1	X
fcis-30620	89	14	)	)	PUNCT
fcis-30620	89	15	the	the	DET
fcis-30620	89	16	forgetting	forget	VERB
fcis-30620	89	17	gate	gate	NOUN
fcis-30620	89	18	:	:	PUNCT
fcis-30620	89	19	decide	decide	VERB
fcis-30620	89	20	which	which	DET
fcis-30620	89	21	old	old	ADJ
fcis-30620	89	22	information	information	NOUN
fcis-30620	89	23	in	in	ADP
fcis-30620	89	24	the	the	DET
fcis-30620	89	25	cell	cell	NOUN
fcis-30620	89	26	state	state	NOUN
fcis-30620	89	27	is	be	AUX
fcis-30620	89	28	discarded	discard	VERB
fcis-30620	89	29	.	.	PUNCT
fcis-30620	90	1	(	(	PUNCT
fcis-30620	90	2	2	2	X
fcis-30620	90	3	)	)	PUNCT
fcis-30620	90	4	input	input	NOUN
fcis-30620	90	5	gate	gate	NOUN
fcis-30620	90	6	:	:	PUNCT
fcis-30620	90	7	decide	decide	VERB
fcis-30620	90	8	what	what	PRON
fcis-30620	90	9	new	new	ADJ
fcis-30620	90	10	information	information	NOUN
fcis-30620	90	11	is	be	AUX
fcis-30620	90	12	added	add	VERB
fcis-30620	90	13	to	to	ADP
fcis-30620	90	14	the	the	DET
fcis-30620	90	15	cell	cell	NOUN
fcis-30620	90	16	state	state	NOUN
fcis-30620	90	17	.	.	PUNCT
fcis-30620	91	1	(	(	PUNCT
fcis-30620	91	2	3	3	X
fcis-30620	91	3	)	)	PUNCT
fcis-30620	91	4	output	output	NOUN
fcis-30620	91	5	gate	gate	NOUN
fcis-30620	91	6	:	:	PUNCT
fcis-30620	91	7	determine	determine	VERB
fcis-30620	91	8	which	which	DET
fcis-30620	91	9	part	part	NOUN
fcis-30620	91	10	of	of	ADP
fcis-30620	91	11	the	the	DET
fcis-30620	91	12	cell	cell	NOUN
fcis-30620	91	13	state	state	NOUN
fcis-30620	91	14	is	be	AUX
fcis-30620	91	15	output	output	NOUN
fcis-30620	91	16	as	as	ADP
fcis-30620	91	17	the	the	DET
fcis-30620	91	18	current	current	ADJ
fcis-30620	91	19	hidden	hide	VERB
fcis-30620	91	20	state	state	NOUN
fcis-30620	91	21	.	.	PUNCT
fcis-30620	92	1	the	the	DET
fcis-30620	92	2	characteristic	characteristic	NOUN
fcis-30620	92	3	of	of	ADP
fcis-30620	92	4	the	the	DET
fcis-30620	92	5	lstm	lstm	PROPN
fcis-30620	92	6	network	network	NOUN
fcis-30620	92	7	structure	structure	NOUN
fcis-30620	92	8	is	be	AUX
fcis-30620	92	9	that	that	SCONJ
fcis-30620	92	10	with	with	ADP
fcis-30620	92	11	the	the	DET
fcis-30620	92	12	increase	increase	NOUN
fcis-30620	92	13	of	of	ADP
fcis-30620	92	14	stratification	stratification	NOUN
fcis-30620	92	15	,	,	PUNCT
fcis-30620	92	16	errors	error	NOUN
fcis-30620	92	17	do	do	AUX
fcis-30620	92	18	not	not	PART
fcis-30620	92	19	decay	decay	VERB
fcis-30620	92	20	rapidly	rapidly	ADV
fcis-30620	92	21	,	,	PUNCT
fcis-30620	92	22	thus	thus	ADV
fcis-30620	92	23	deepening	deepen	VERB
fcis-30620	92	24	the	the	DET
fcis-30620	92	25	learning	learning	NOUN
fcis-30620	92	26	depth	depth	NOUN
fcis-30620	92	27	.	.	PUNCT
fcis-30620	93	1	compared	compare	VERB
fcis-30620	93	2	with	with	ADP
fcis-30620	93	3	traditional	traditional	ADJ
fcis-30620	93	4	learning	learning	NOUN
fcis-30620	93	5	algorithms	algorithm	NOUN
fcis-30620	93	6	such	such	ADJ
fcis-30620	93	7	as	as	ADP
fcis-30620	93	8	shallow	shallow	ADJ
fcis-30620	93	9	neural	neural	ADJ
fcis-30620	93	10	networks	network	NOUN
fcis-30620	93	11	,	,	PUNCT
fcis-30620	93	12	the	the	DET
fcis-30620	93	13	learning	learning	NOUN
fcis-30620	93	14	effect	effect	NOUN
fcis-30620	93	15	has	have	AUX
fcis-30620	93	16	not	not	PART
fcis-30620	93	17	changed	change	VERB
fcis-30620	93	18	much	much	ADV
fcis-30620	93	19	after	after	ADP
fcis-30620	93	20	more	more	ADJ
fcis-30620	93	21	than	than	ADP
fcis-30620	93	22	two	two	NUM
fcis-30620	93	23	levels	level	NOUN
fcis-30620	93	24	,	,	PUNCT
fcis-30620	93	25	and	and	CCONJ
fcis-30620	93	26	its	its	PRON
fcis-30620	93	27	advantages	advantage	NOUN
fcis-30620	93	28	are	be	AUX
fcis-30620	93	29	obvious	obvious	ADJ
fcis-30620	93	30	.	.	PUNCT
fcis-30620	94	1	its	its	PRON
fcis-30620	94	2	core	core	ADJ
fcis-30620	94	3	idea	idea	NOUN
fcis-30620	94	4	is	be	AUX
fcis-30620	94	5	to	to	PART
fcis-30620	94	6	make	make	VERB
fcis-30620	94	7	the	the	DET
fcis-30620	94	8	neural	neural	ADJ
fcis-30620	94	9	network	network	NOUN
fcis-30620	94	10	have	have	VERB
fcis-30620	94	11	the	the	DET
fcis-30620	94	12	ability	ability	NOUN
fcis-30620	94	13	of	of	ADP
fcis-30620	94	14	'	'	PUNCT
fcis-30620	94	15	selective	selective	ADJ
fcis-30620	94	16	memory	memory	NOUN
fcis-30620	94	17	'	'	PUNCT
fcis-30620	94	18	through	through	ADP
fcis-30620	94	19	adaptive	adaptive	ADJ
fcis-30620	94	20	information	information	NOUN
fcis-30620	94	21	screening	screening	NOUN
fcis-30620	94	22	,	,	PUNCT
fcis-30620	94	23	which	which	PRON
fcis-30620	94	24	is	be	AUX
fcis-30620	94	25	suitable	suitable	ADJ
fcis-30620	94	26	for	for	ADP
fcis-30620	94	27	complex	complex	ADJ
fcis-30620	94	28	scenes	scene	NOUN
fcis-30620	94	29	that	that	PRON
fcis-30620	94	30	need	need	VERB
fcis-30620	94	31	to	to	PART
fcis-30620	94	32	model	model	VERB
fcis-30620	94	33	long	long	ADJ
fcis-30620	94	34	-	-	PUNCT
fcis-30620	94	35	term	term	NOUN
fcis-30620	94	36	dependence	dependence	NOUN
fcis-30620	94	37	.	.	PUNCT
fcis-30620	95	1	3.2	3.2	NUM
fcis-30620	95	2	.	.	PUNCT
fcis-30620	95	3	distributed	distribute	VERB
fcis-30620	95	4	photovoltaic	photovoltaic	NOUN
fcis-30620	95	5	short	short	ADJ
fcis-30620	95	6	-	-	PUNCT
fcis-30620	95	7	term	term	NOUN
fcis-30620	95	8	output	output	NOUN
fcis-30620	95	9	prediction	prediction	NOUN
fcis-30620	95	10	process	process	NOUN
fcis-30620	95	11	the	the	DET
fcis-30620	95	12	value	value	NOUN
fcis-30620	95	13	of	of	ADP
fcis-30620	95	14	lstm	lstm	PROPN
fcis-30620	95	15	model	model	NOUN
fcis-30620	95	16	parameters	parameter	NOUN
fcis-30620	95	17	has	have	VERB
fcis-30620	95	18	a	a	DET
fcis-30620	95	19	great	great	ADJ
fcis-30620	95	20	influence	influence	NOUN
fcis-30620	95	21	on	on	ADP
fcis-30620	95	22	its	its	PRON
fcis-30620	95	23	fitting	fitting	ADJ
fcis-30620	95	24	performance	performance	NOUN
fcis-30620	95	25	.	.	PUNCT
fcis-30620	96	1	experiments	experiment	NOUN
fcis-30620	96	2	show	show	VERB
fcis-30620	96	3	that	that	SCONJ
fcis-30620	96	4	the	the	DET
fcis-30620	96	5	selection	selection	NOUN
fcis-30620	96	6	of	of	ADP
fcis-30620	96	7	super	super	ADJ
fcis-30620	96	8	parameters	parameter	NOUN
fcis-30620	96	9	often	often	ADV
fcis-30620	96	10	depends	depend	VERB
fcis-30620	96	11	on	on	ADP
fcis-30620	96	12	the	the	DET
fcis-30620	96	13	nature	nature	NOUN
fcis-30620	96	14	of	of	ADP
fcis-30620	96	15	historical	historical	ADJ
fcis-30620	96	16	data	datum	NOUN
fcis-30620	96	17	itself	itself	PRON
fcis-30620	96	18	,	,	PUNCT
fcis-30620	96	19	and	and	CCONJ
fcis-30620	96	20	too	too	ADV
fcis-30620	96	21	large	large	ADJ
fcis-30620	96	22	or	or	CCONJ
fcis-30620	96	23	too	too	ADV
fcis-30620	96	24	small	small	ADJ
fcis-30620	96	25	can	can	AUX
fcis-30620	96	26	not	not	PART
fcis-30620	96	27	necessarily	necessarily	ADV
fcis-30620	96	28	get	get	VERB
fcis-30620	96	29	the	the	DET
fcis-30620	96	30	ideal	ideal	ADJ
fcis-30620	96	31	results	result	NOUN
fcis-30620	96	32	.	.	PUNCT
fcis-30620	97	1	the	the	DET
fcis-30620	97	2	prediction	prediction	NOUN
fcis-30620	97	3	model	model	NOUN
fcis-30620	97	4	proposed	propose	VERB
fcis-30620	97	5	in	in	ADP
fcis-30620	97	6	this	this	DET
fcis-30620	97	7	paper	paper	NOUN
fcis-30620	97	8	includes	include	VERB
fcis-30620	97	9	two	two	NUM
fcis-30620	97	10	parts	part	NOUN
fcis-30620	97	11	:	:	PUNCT
fcis-30620	97	12	meteorological	meteorological	ADJ
fcis-30620	97	13	fusion	fusion	NOUN
fcis-30620	97	14	and	and	CCONJ
fcis-30620	97	15	deep	deep	ADJ
fcis-30620	97	16	learning	learning	NOUN
fcis-30620	97	17	network	network	NOUN
fcis-30620	97	18	.	.	PUNCT
fcis-30620	98	1	the	the	DET
fcis-30620	98	2	problem	problem	NOUN
fcis-30620	98	3	of	of	ADP
fcis-30620	98	4	fuzzy	fuzzy	ADJ
fcis-30620	98	5	weather	weather	NOUN
fcis-30620	98	6	information	information	NOUN
fcis-30620	98	7	is	be	AUX
fcis-30620	98	8	solved	solve	VERB
fcis-30620	98	9	by	by	ADP
fcis-30620	98	10	meteorological	meteorological	ADJ
fcis-30620	98	11	fusion	fusion	NOUN
fcis-30620	98	12	,	,	PUNCT
fcis-30620	98	13	and	and	CCONJ
fcis-30620	98	14	the	the	DET
fcis-30620	98	15	problem	problem	NOUN
fcis-30620	98	16	is	be	AUX
fcis-30620	98	17	solved	solve	VERB
fcis-30620	98	18	by	by	ADP
fcis-30620	98	19	deep	deep	ADJ
fcis-30620	98	20	learning	learning	NOUN
fcis-30620	98	21	network	network	NOUN
fcis-30620	98	22	.	.	PUNCT
fcis-30620	99	1	the	the	DET
fcis-30620	99	2	overall	overall	ADJ
fcis-30620	99	3	prediction	prediction	NOUN
fcis-30620	99	4	process	process	NOUN
fcis-30620	99	5	is	be	AUX
fcis-30620	99	6	shown	show	VERB
fcis-30620	99	7	in	in	ADP
fcis-30620	99	8	figure2	figure2	ADJ
fcis-30620	99	9	,	,	PUNCT
fcis-30620	99	10	as	as	SCONJ
fcis-30620	99	11	follows	follow	VERB
fcis-30620	99	12	:	:	PUNCT
fcis-30620	99	13	(	(	PUNCT
fcis-30620	99	14	1	1	X
fcis-30620	99	15	)	)	PUNCT
fcis-30620	99	16	firstly	firstly	ADV
fcis-30620	99	17	,	,	PUNCT
fcis-30620	99	18	the	the	DET
fcis-30620	99	19	data	datum	NOUN
fcis-30620	99	20	of	of	ADP
fcis-30620	99	21	the	the	DET
fcis-30620	99	22	output	output	NOUN
fcis-30620	99	23	power	power	NOUN
fcis-30620	99	24	period	period	NOUN
fcis-30620	99	25	from	from	ADP
fcis-30620	99	26	8	8	NUM
fcis-30620	99	27	:	:	SYM
fcis-30620	99	28	00	00	NUM
fcis-30620	99	29	to	to	PART
fcis-30620	99	30	18	18	NUM
fcis-30620	99	31	:	:	PUNCT
fcis-30620	99	32	00	00	NUM
fcis-30620	99	33	is	be	AUX
fcis-30620	99	34	extracted	extract	VERB
fcis-30620	99	35	,	,	PUNCT
fcis-30620	99	36	and	and	CCONJ
fcis-30620	99	37	then	then	ADV
fcis-30620	99	38	the	the	DET
fcis-30620	99	39	input	input	NOUN
fcis-30620	99	40	sequence	sequence	NOUN
fcis-30620	99	41	of	of	ADP
fcis-30620	99	42	the	the	DET
fcis-30620	99	43	prediction	prediction	NOUN
fcis-30620	99	44	model	model	NOUN
fcis-30620	99	45	is	be	AUX
fcis-30620	99	46	sorted	sort	VERB
fcis-30620	99	47	out	out	ADP
fcis-30620	99	48	and	and	CCONJ
fcis-30620	99	49	the	the	DET
fcis-30620	99	50	training	training	NOUN
fcis-30620	99	51	set	set	NOUN
fcis-30620	99	52	and	and	CCONJ
fcis-30620	99	53	test	test	NOUN
fcis-30620	99	54	set	set	VERB
fcis-30620	99	55	are	be	AUX
fcis-30620	99	56	divided	divide	VERB
fcis-30620	99	57	.	.	PUNCT
fcis-30620	100	1	since	since	SCONJ
fcis-30620	100	2	the	the	DET
fcis-30620	100	3	inputs	input	NOUN
fcis-30620	100	4	are	be	AUX
fcis-30620	100	5	the	the	DET
fcis-30620	100	6	same	same	ADJ
fcis-30620	100	7	dimensional	dimensional	ADJ
fcis-30620	100	8	data	datum	NOUN
fcis-30620	100	9	,	,	PUNCT
fcis-30620	100	10	there	there	PRON
fcis-30620	100	11	is	be	VERB
fcis-30620	100	12	no	no	DET
fcis-30620	100	13	need	need	NOUN
fcis-30620	100	14	for	for	ADP
fcis-30620	100	15	normalization	normalization	NOUN
fcis-30620	100	16	.	.	PUNCT
fcis-30620	101	1	(	(	PUNCT
fcis-30620	101	2	2	2	X
fcis-30620	101	3	)	)	PUNCT
fcis-30620	101	4	the	the	DET
fcis-30620	101	5	input	input	NOUN
fcis-30620	101	6	of	of	ADP
fcis-30620	101	7	the	the	DET
fcis-30620	101	8	prediction	prediction	NOUN
fcis-30620	101	9	model	model	NOUN
fcis-30620	101	10	is	be	AUX
fcis-30620	101	11	extracted	extract	VERB
fcis-30620	101	12	by	by	ADP
fcis-30620	101	13	correlation	correlation	NOUN
fcis-30620	101	14	analysis	analysis	NOUN
fcis-30620	101	15	.	.	PUNCT
fcis-30620	102	1	based	base	VERB
fcis-30620	102	2	on	on	ADP
fcis-30620	102	3	the	the	DET
fcis-30620	102	4	k	k	PROPN
fcis-30620	102	5	means	means	PROPN
fcis-30620	102	6	-clustering	-clustering	PROPN
fcis-30620	102	7	algorithm	algorithm	NOUN
fcis-30620	102	8	,	,	PUNCT
fcis-30620	102	9	four	four	NUM
fcis-30620	102	10	clustering	clustering	ADJ
fcis-30620	102	11	centers	center	NOUN
fcis-30620	102	12	are	be	AUX
fcis-30620	102	13	obtained	obtain	VERB
fcis-30620	102	14	,	,	PUNCT
fcis-30620	102	15	and	and	CCONJ
fcis-30620	102	16	the	the	DET
fcis-30620	102	17	distance	distance	NOUN
fcis-30620	102	18	between	between	ADP
fcis-30620	102	19	various	various	ADJ
fcis-30620	102	20	types	type	NOUN
fcis-30620	102	21	of	of	ADP
fcis-30620	102	22	weather	weather	NOUN
fcis-30620	102	23	data	datum	NOUN
fcis-30620	102	24	sets	set	NOUN
fcis-30620	102	25	and	and	CCONJ
fcis-30620	102	26	clustering	clustering	ADJ
fcis-30620	102	27	centers	center	NOUN
fcis-30620	102	28	is	be	AUX
fcis-30620	102	29	calculated	calculate	VERB
fcis-30620	102	30	to	to	PART
fcis-30620	102	31	realize	realize	VERB
fcis-30620	102	32	the	the	DET
fcis-30620	102	33	meteorological	meteorological	ADJ
fcis-30620	102	34	fusion	fusion	NOUN
fcis-30620	102	35	of	of	ADP
fcis-30620	102	36	historical	historical	ADJ
fcis-30620	102	37	data	datum	NOUN
fcis-30620	102	38	sets	set	NOUN
fcis-30620	102	39	.	.	PUNCT
fcis-30620	103	1	(	(	PUNCT
fcis-30620	103	2	3	3	X
fcis-30620	103	3	)	)	PUNCT
fcis-30620	103	4	based	base	VERB
fcis-30620	103	5	on	on	ADP
fcis-30620	103	6	the	the	DET
fcis-30620	103	7	lstm	lstm	PROPN
fcis-30620	103	8	network	network	NOUN
fcis-30620	103	9	,	,	PUNCT
fcis-30620	103	10	the	the	DET
fcis-30620	103	11	four	four	NUM
fcis-30620	103	12	types	type	NOUN
fcis-30620	103	13	of	of	ADP
fcis-30620	103	14	data	datum	NOUN
fcis-30620	103	15	sets	set	NOUN
fcis-30620	103	16	after	after	ADP
fcis-30620	103	17	meteorological	meteorological	ADJ
fcis-30620	103	18	fusion	fusion	NOUN
fcis-30620	103	19	are	be	AUX
fcis-30620	103	20	used	use	VERB
fcis-30620	103	21	for	for	ADP
fcis-30620	103	22	training	training	NOUN
fcis-30620	103	23	to	to	PART
fcis-30620	103	24	obtain	obtain	VERB
fcis-30620	103	25	the	the	DET
fcis-30620	103	26	trained	train	VERB
fcis-30620	103	27	lstm	lstm	PROPN
fcis-30620	103	28	model	model	NOUN
fcis-30620	103	29	.	.	PUNCT
fcis-30620	104	1	(	(	PUNCT
fcis-30620	104	2	4	4	X
fcis-30620	104	3	)	)	PUNCT
fcis-30620	104	4	enter	enter	VERB
fcis-30620	104	5	the	the	DET
fcis-30620	104	6	weather	weather	NOUN
fcis-30620	104	7	type	type	NOUN
fcis-30620	104	8	of	of	ADP
fcis-30620	104	9	the	the	DET
fcis-30620	104	10	day	day	NOUN
fcis-30620	104	11	to	to	PART
fcis-30620	104	12	be	be	AUX
fcis-30620	104	13	predicted	predict	VERB
fcis-30620	104	14	to	to	PART
fcis-30620	104	15	obtain	obtain	VERB
fcis-30620	104	16	the	the	DET
fcis-30620	104	17	predicted	predict	VERB
fcis-30620	104	18	daily	daily	ADJ
fcis-30620	104	19	power	power	NOUN
fcis-30620	104	20	prediction	prediction	NOUN
fcis-30620	104	21	value	value	NOUN
fcis-30620	104	22	.	.	PUNCT
fcis-30620	105	1	divide	divide	VERB
fcis-30620	105	2	the	the	DET
fcis-30620	105	3	training	training	NOUN
fcis-30620	105	4	set	set	NOUN
fcis-30620	105	5	and	and	CCONJ
fcis-30620	105	6	test	test	NOUN
fcis-30620	105	7	set	set	VERB
fcis-30620	105	8	determine	determine	VERB
fcis-30620	105	9	the	the	DET
fcis-30620	105	10	lstm	lstm	ADJ
fcis-30620	105	11	network	network	NOUN
fcis-30620	105	12	structure	structure	NOUN
fcis-30620	105	13	set	set	VERB
fcis-30620	105	14	the	the	DET
fcis-30620	105	15	lstm	lstm	ADJ
fcis-30620	105	16	hyperparameters	hyperparameter	NOUN
fcis-30620	105	17	construct	construct	VERB
fcis-30620	105	18	lstm	lstm	NOUN
fcis-30620	105	19	model	model	NOUN
fcis-30620	105	20	training	training	NOUN
fcis-30620	106	1	set	set	VERB
fcis-30620	106	2	simulation	simulation	NOUN
fcis-30620	106	3	end	end	VERB
fcis-30620	106	4	kmeans	kmeans	PROPN
fcis-30620	106	5	data	datum	NOUN
fcis-30620	106	6	clustering	cluster	VERB
fcis-30620	106	7	start	start	NOUN
fcis-30620	106	8	output	output	NOUN
fcis-30620	106	9	prediction	prediction	NOUN
fcis-30620	106	10	results	result	NOUN
fcis-30620	106	11	figure	figure	VERB
fcis-30620	106	12	2	2	NUM
fcis-30620	106	13	.	.	PUNCT
fcis-30620	106	14	photovoltaic	photovoltaic	VERB
fcis-30620	106	15	short	short	ADJ
fcis-30620	106	16	-	-	PUNCT
fcis-30620	106	17	term	term	NOUN
fcis-30620	106	18	output	output	NOUN
fcis-30620	106	19	prediction	prediction	NOUN
fcis-30620	106	20	process	process	NOUN
fcis-30620	106	21	4	4	NUM
fcis-30620	106	22	.	.	NOUN
fcis-30620	106	23	example	example	NOUN
fcis-30620	106	24	analysis	analysis	NOUN
fcis-30620	106	25	this	this	DET
fcis-30620	106	26	paper	paper	NOUN
fcis-30620	106	27	takes	take	VERB
fcis-30620	106	28	the	the	DET
fcis-30620	106	29	historical	historical	ADJ
fcis-30620	106	30	photovoltaic	photovoltaic	NOUN
fcis-30620	106	31	data	datum	NOUN
fcis-30620	106	32	of	of	ADP
fcis-30620	106	33	a	a	DET
fcis-30620	106	34	certain	certain	ADJ
fcis-30620	106	35	131	131	NUM
fcis-30620	106	36	place	place	NOUN
fcis-30620	106	37	for	for	ADP
fcis-30620	106	38	example	example	NOUN
fcis-30620	106	39	analysis	analysis	NOUN
fcis-30620	106	40	.	.	PUNCT
fcis-30620	107	1	the	the	DET
fcis-30620	107	2	data	datum	NOUN
fcis-30620	107	3	occurred	occur	VERB
fcis-30620	107	4	from	from	ADP
fcis-30620	107	5	january	january	PROPN
fcis-30620	107	6	1	1	NUM
fcis-30620	107	7	to	to	ADP
fcis-30620	107	8	december	december	PROPN
fcis-30620	107	9	31	31	NUM
fcis-30620	107	10	,	,	PUNCT
fcis-30620	107	11	2020	2020	NUM
fcis-30620	107	12	.	.	PUNCT
fcis-30620	108	1	by	by	ADP
fcis-30620	108	2	analyzing	analyze	VERB
fcis-30620	108	3	historical	historical	ADJ
fcis-30620	108	4	data	datum	NOUN
fcis-30620	108	5	,	,	PUNCT
fcis-30620	108	6	considering	consider	VERB
fcis-30620	108	7	that	that	SCONJ
fcis-30620	108	8	the	the	DET
fcis-30620	108	9	annual	annual	ADJ
fcis-30620	108	10	photovoltaic	photovoltaic	NOUN
fcis-30620	108	11	output	output	NOUN
fcis-30620	108	12	period	period	NOUN
fcis-30620	108	13	is	be	AUX
fcis-30620	108	14	8	8	NUM
fcis-30620	108	15	:	:	PUNCT
fcis-30620	108	16	00	00	NUM
fcis-30620	108	17	-	-	SYM
fcis-30620	108	18	18	18	NUM
fcis-30620	108	19	:	:	PUNCT
fcis-30620	108	20	00	00	NUM
fcis-30620	108	21	,	,	PUNCT
fcis-30620	108	22	this	this	DET
fcis-30620	108	23	period	period	NOUN
fcis-30620	108	24	is	be	AUX
fcis-30620	108	25	used	use	VERB
fcis-30620	108	26	as	as	ADP
fcis-30620	108	27	the	the	DET
fcis-30620	108	28	predicted	predict	VERB
fcis-30620	108	29	data	datum	NOUN
fcis-30620	108	30	set	set	VERB
fcis-30620	108	31	.	.	PUNCT
fcis-30620	109	1	the	the	DET
fcis-30620	109	2	time	time	NOUN
fcis-30620	109	3	interval	interval	NOUN
fcis-30620	109	4	of	of	ADP
fcis-30620	109	5	a	a	DET
fcis-30620	109	6	single	single	ADJ
fcis-30620	109	7	period	period	NOUN
fcis-30620	109	8	in	in	ADP
fcis-30620	109	9	this	this	DET
fcis-30620	109	10	paper	paper	NOUN
fcis-30620	109	11	is	be	AUX
fcis-30620	109	12	15	15	NUM
fcis-30620	109	13	min	min	NOUN
fcis-30620	109	14	.	.	PROPN
fcis-30620	109	15	through	through	ADP
fcis-30620	109	16	the	the	DET
fcis-30620	109	17	k	k	PROPN
fcis-30620	109	18	means	means	PROPN
fcis-30620	109	19	-clustering	-clustering	PROPN
fcis-30620	109	20	algorithm	algorithm	NOUN
fcis-30620	109	21	,	,	PUNCT
fcis-30620	109	22	the	the	DET
fcis-30620	109	23	historical	historical	ADJ
fcis-30620	109	24	photovoltaic	photovoltaic	NOUN
fcis-30620	109	25	power	power	NOUN
fcis-30620	109	26	sequence	sequence	NOUN
fcis-30620	109	27	is	be	AUX
fcis-30620	109	28	classified	classify	VERB
fcis-30620	109	29	,	,	PUNCT
fcis-30620	109	30	and	and	CCONJ
fcis-30620	109	31	the	the	DET
fcis-30620	109	32	following	following	ADJ
fcis-30620	109	33	results	result	NOUN
fcis-30620	109	34	are	be	AUX
fcis-30620	109	35	obtained	obtain	VERB
fcis-30620	109	36	:	:	PUNCT
fcis-30620	109	37	from	from	ADP
fcis-30620	109	38	the	the	DET
fcis-30620	109	39	specific	specific	ADJ
fcis-30620	109	40	situation	situation	NOUN
fcis-30620	109	41	of	of	ADP
fcis-30620	109	42	the	the	DET
fcis-30620	109	43	various	various	ADJ
fcis-30620	109	44	types	type	NOUN
fcis-30620	109	45	of	of	ADP
fcis-30620	109	46	weather	weather	NOUN
fcis-30620	109	47	coverage	coverage	NOUN
fcis-30620	109	48	in	in	ADP
fcis-30620	109	49	the	the	DET
fcis-30620	109	50	table.2	table.2	ADJ
fcis-30620	109	51	,	,	PUNCT
fcis-30620	109	52	sunny	sunny	ADJ
fcis-30620	109	53	and	and	CCONJ
fcis-30620	109	54	cloudy	cloudy	ADJ
fcis-30620	109	55	categories	category	NOUN
fcis-30620	109	56	contain	contain	VERB
fcis-30620	109	57	more	more	ADJ
fcis-30620	109	58	days	day	NOUN
fcis-30620	109	59	.	.	PUNCT
fcis-30620	110	1	in	in	ADP
fcis-30620	110	2	order	order	NOUN
fcis-30620	110	3	to	to	PART
fcis-30620	110	4	highlight	highlight	VERB
fcis-30620	110	5	the	the	DET
fcis-30620	110	6	advantages	advantage	NOUN
fcis-30620	110	7	of	of	ADP
fcis-30620	110	8	meteorological	meteorological	ADJ
fcis-30620	110	9	fusion	fusion	NOUN
fcis-30620	110	10	and	and	CCONJ
fcis-30620	110	11	lstm	lstm	NOUN
fcis-30620	110	12	algorithm	algorithm	NOUN
fcis-30620	110	13	,	,	PUNCT
fcis-30620	110	14	the	the	DET
fcis-30620	110	15	prediction	prediction	NOUN
fcis-30620	110	16	results	result	NOUN
fcis-30620	110	17	of	of	ADP
fcis-30620	110	18	unclassified	unclassified	ADJ
fcis-30620	110	19	data	datum	NOUN
fcis-30620	110	20	are	be	AUX
fcis-30620	110	21	compared	compare	VERB
fcis-30620	110	22	with	with	ADP
fcis-30620	110	23	those	those	PRON
fcis-30620	110	24	after	after	ADP
fcis-30620	110	25	classification	classification	NOUN
fcis-30620	110	26	,	,	PUNCT
fcis-30620	110	27	and	and	CCONJ
fcis-30620	110	28	the	the	DET
fcis-30620	110	29	prediction	prediction	NOUN
fcis-30620	110	30	results	result	NOUN
fcis-30620	110	31	of	of	ADP
fcis-30620	110	32	lstm	lstm	ADJ
fcis-30620	110	33	algorithm	algorithm	NOUN
fcis-30620	110	34	combined	combine	VERB
fcis-30620	110	35	with	with	ADP
fcis-30620	110	36	weather	weather	NOUN
fcis-30620	110	37	characteristics	characteristic	NOUN
fcis-30620	110	38	are	be	AUX
fcis-30620	110	39	compared	compare	VERB
fcis-30620	110	40	with	with	ADP
fcis-30620	110	41	those	those	PRON
fcis-30620	110	42	of	of	ADP
fcis-30620	110	43	bp	bp	PROPN
fcis-30620	110	44	shallow	shallow	PROPN
fcis-30620	110	45	neural	neural	ADJ
fcis-30620	110	46	network	network	NOUN
fcis-30620	110	47	.	.	PUNCT
fcis-30620	111	1	table	table	NOUN
fcis-30620	111	2	2	2	NUM
fcis-30620	111	3	.	.	PUNCT
fcis-30620	112	1	change	change	NOUN
fcis-30620	112	2	weather	weather	NOUN
fcis-30620	112	3	clustering	clustering	NOUN
fcis-30620	112	4	results	result	NOUN
fcis-30620	112	5	weather	weather	NOUN
fcis-30620	112	6	categories	category	NOUN
fcis-30620	112	7	sunny	sunny	ADJ
fcis-30620	112	8	categories	category	NOUN
fcis-30620	112	9	cloudy	cloudy	ADJ
fcis-30620	112	10	categories	category	NOUN
fcis-30620	112	11	overcast	overcast	ADJ
fcis-30620	112	12	sky	sky	NOUN
fcis-30620	112	13	categories	category	NOUN
fcis-30620	112	14	rain	rain	NOUN
fcis-30620	112	15	and	and	CCONJ
fcis-30620	112	16	snow	snow	NOUN
fcis-30620	112	17	categories	category	NOUN
fcis-30620	112	18	number	number	NOUN
fcis-30620	112	19	of	of	ADP
fcis-30620	112	20	categories	category	NOUN
fcis-30620	112	21	124	124	NUM
fcis-30620	112	22	101	101	NUM
fcis-30620	112	23	67	67	NUM
fcis-30620	112	24	73	73	NUM
fcis-30620	112	25	in	in	ADP
fcis-30620	112	26	the	the	DET
fcis-30620	112	27	experiment	experiment	NOUN
fcis-30620	112	28	,	,	PUNCT
fcis-30620	112	29	the	the	DET
fcis-30620	112	30	super	super	ADJ
fcis-30620	112	31	parameter	parameter	NOUN
fcis-30620	112	32	setting	setting	NOUN
fcis-30620	112	33	of	of	ADP
fcis-30620	112	34	the	the	DET
fcis-30620	112	35	lstm	lstm	NOUN
fcis-30620	112	36	model	model	NOUN
fcis-30620	112	37	is	be	AUX
fcis-30620	112	38	as	as	SCONJ
fcis-30620	112	39	follows	follow	VERB
fcis-30620	112	40	:	:	PUNCT
fcis-30620	112	41	the	the	DET
fcis-30620	112	42	initial	initial	ADJ
fcis-30620	112	43	learning	learning	NOUN
fcis-30620	112	44	rate	rate	NOUN
fcis-30620	112	45	is	be	AUX
fcis-30620	112	46	0.005	0.005	NUM
fcis-30620	112	47	,	,	PUNCT
fcis-30620	112	48	the	the	DET
fcis-30620	112	49	number	number	NOUN
fcis-30620	112	50	of	of	ADP
fcis-30620	112	51	hidden	hide	VERB
fcis-30620	112	52	layer	layer	NOUN
fcis-30620	112	53	neurons	neuron	NOUN
fcis-30620	112	54	is	be	AUX
fcis-30620	112	55	230	230	NUM
fcis-30620	112	56	,	,	PUNCT
fcis-30620	112	57	the	the	DET
fcis-30620	112	58	maximum	maximum	ADJ
fcis-30620	112	59	number	number	NOUN
fcis-30620	112	60	of	of	ADP
fcis-30620	112	61	iterations	iteration	NOUN
fcis-30620	112	62	is	be	AUX
fcis-30620	112	63	100	100	NUM
fcis-30620	112	64	,	,	PUNCT
fcis-30620	112	65	and	and	CCONJ
fcis-30620	112	66	the	the	DET
fcis-30620	112	67	minimum	minimum	ADJ
fcis-30620	112	68	package	package	NOUN
fcis-30620	112	69	size	size	NOUN
fcis-30620	112	70	is	be	AUX
fcis-30620	112	71	242	242	NUM
fcis-30620	112	72	.	.	PUNCT
fcis-30620	113	1	figure	figure	VERB
fcis-30620	113	2	3	3	NUM
fcis-30620	113	3	.	.	NOUN
fcis-30620	113	4	comparison	comparison	NOUN
fcis-30620	113	5	of	of	ADP
fcis-30620	113	6	typical	typical	ADJ
fcis-30620	113	7	sunny	sunny	ADJ
fcis-30620	113	8	forecast	forecast	NOUN
fcis-30620	113	9	results	result	NOUN
fcis-30620	113	10	figure	figure	VERB
fcis-30620	113	11	4	4	NUM
fcis-30620	113	12	.	.	NOUN
fcis-30620	113	13	comparison	comparison	NOUN
fcis-30620	113	14	of	of	ADP
fcis-30620	113	15	typical	typical	ADJ
fcis-30620	113	16	cloudy	cloudy	ADJ
fcis-30620	113	17	forecast	forecast	NOUN
fcis-30620	113	18	results	result	NOUN
fcis-30620	113	19	figure	figure	VERB
fcis-30620	113	20	5	5	NUM
fcis-30620	113	21	.	.	PUNCT
fcis-30620	113	22	comparison	comparison	NOUN
fcis-30620	113	23	of	of	ADP
fcis-30620	113	24	typical	typical	ADJ
fcis-30620	113	25	overcast	overcast	ADJ
fcis-30620	113	26	sky	sky	NOUN
fcis-30620	113	27	forecast	forecast	NOUN
fcis-30620	113	28	results	result	VERB
fcis-30620	113	29	132	132	NUM
fcis-30620	113	30	figure	figure	NOUN
fcis-30620	113	31	6	6	NUM
fcis-30620	113	32	.	.	PUNCT
fcis-30620	113	33	comparison	comparison	NOUN
fcis-30620	113	34	of	of	ADP
fcis-30620	113	35	typical	typical	ADJ
fcis-30620	113	36	rain	rain	NOUN
fcis-30620	113	37	and	and	CCONJ
fcis-30620	113	38	snow	snow	NOUN
fcis-30620	113	39	forecast	forecast	NOUN
fcis-30620	113	40	results	result	NOUN
fcis-30620	113	41	figure	figure	VERB
fcis-30620	113	42	7	7	NUM
fcis-30620	113	43	.	.	PUNCT
fcis-30620	113	44	comparison	comparison	NOUN
fcis-30620	113	45	of	of	ADP
fcis-30620	113	46	prediction	prediction	NOUN
fcis-30620	113	47	results	result	NOUN
fcis-30620	113	48	of	of	ADP
fcis-30620	113	49	sunny	sunny	ADJ
fcis-30620	113	50	to	to	ADP
fcis-30620	113	51	cloudy	cloudy	ADJ
fcis-30620	113	52	days	day	NOUN
fcis-30620	113	53	figure	figure	VERB
fcis-30620	113	54	8	8	NUM
fcis-30620	113	55	.	.	PUNCT
fcis-30620	114	1	comparison	comparison	NOUN
fcis-30620	114	2	of	of	ADP
fcis-30620	114	3	prediction	prediction	NOUN
fcis-30620	114	4	results	result	NOUN
fcis-30620	114	5	of	of	ADP
fcis-30620	114	6	overcast	overcast	ADJ
fcis-30620	114	7	sky	sky	NOUN
fcis-30620	114	8	to	to	PART
fcis-30620	114	9	rain	rain	VERB
fcis-30620	114	10	and	and	CCONJ
fcis-30620	114	11	snow	snow	NOUN
fcis-30620	114	12	the	the	DET
fcis-30620	114	13	above	above	ADJ
fcis-30620	114	14	figures	figure	NOUN
fcis-30620	114	15	3	3	NUM
fcis-30620	114	16	to	to	PART
fcis-30620	114	17	8	8	NUM
fcis-30620	114	18	show	show	VERB
fcis-30620	114	19	the	the	DET
fcis-30620	114	20	comparison	comparison	NOUN
fcis-30620	114	21	of	of	ADP
fcis-30620	114	22	the	the	DET
fcis-30620	114	23	four	four	NUM
fcis-30620	114	24	algorithms	algorithm	NOUN
fcis-30620	114	25	of	of	ADP
fcis-30620	114	26	the	the	DET
fcis-30620	114	27	photovoltaic	photovoltaic	NOUN
fcis-30620	114	28	output	output	NOUN
fcis-30620	114	29	prediction	prediction	NOUN
fcis-30620	114	30	curve	curve	NOUN
fcis-30620	114	31	under	under	ADP
fcis-30620	114	32	different	different	ADJ
fcis-30620	114	33	weather	weather	NOUN
fcis-30620	114	34	conditions	condition	NOUN
fcis-30620	114	35	.	.	PUNCT
fcis-30620	115	1	it	it	PRON
fcis-30620	115	2	can	can	AUX
fcis-30620	115	3	be	be	AUX
fcis-30620	115	4	intuitively	intuitively	ADV
fcis-30620	115	5	seen	see	VERB
fcis-30620	115	6	that	that	SCONJ
fcis-30620	115	7	the	the	DET
fcis-30620	115	8	accuracy	accuracy	NOUN
fcis-30620	115	9	of	of	ADP
fcis-30620	115	10	the	the	DET
fcis-30620	115	11	lstm	lstm	ADJ
fcis-30620	115	12	algorithm	algorithm	NOUN
fcis-30620	115	13	is	be	AUX
fcis-30620	115	14	higher	high	ADJ
fcis-30620	115	15	than	than	ADP
fcis-30620	115	16	that	that	PRON
fcis-30620	115	17	of	of	ADP
fcis-30620	115	18	the	the	DET
fcis-30620	115	19	bp	bp	PROPN
fcis-30620	115	20	neural	neural	ADJ
fcis-30620	115	21	network	network	NOUN
fcis-30620	115	22	and	and	CCONJ
fcis-30620	115	23	is	be	AUX
fcis-30620	115	24	closer	close	ADJ
fcis-30620	115	25	to	to	ADP
fcis-30620	115	26	the	the	DET
fcis-30620	115	27	real	real	ADJ
fcis-30620	115	28	value	value	NOUN
fcis-30620	115	29	.	.	PUNCT
fcis-30620	116	1	in	in	ADP
fcis-30620	116	2	order	order	NOUN
fcis-30620	116	3	to	to	PART
fcis-30620	116	4	comprehensively	comprehensively	ADV
fcis-30620	116	5	analyze	analyze	VERB
fcis-30620	116	6	the	the	DET
fcis-30620	116	7	effectiveness	effectiveness	NOUN
fcis-30620	116	8	and	and	CCONJ
fcis-30620	116	9	accuracy	accuracy	NOUN
fcis-30620	116	10	of	of	ADP
fcis-30620	116	11	the	the	DET
fcis-30620	116	12	prediction	prediction	NOUN
fcis-30620	116	13	model	model	NOUN
fcis-30620	116	14	,	,	PUNCT
fcis-30620	116	15	the	the	DET
fcis-30620	116	16	following	follow	VERB
fcis-30620	116	17	three	three	NUM
fcis-30620	116	18	indicators	indicator	NOUN
fcis-30620	116	19	are	be	AUX
fcis-30620	116	20	selected	select	VERB
fcis-30620	116	21	to	to	PART
fcis-30620	116	22	evaluate	evaluate	VERB
fcis-30620	116	23	the	the	DET
fcis-30620	116	24	performance	performance	NOUN
fcis-30620	116	25	of	of	ADP
fcis-30620	116	26	various	various	ADJ
fcis-30620	116	27	prediction	prediction	NOUN
fcis-30620	116	28	models	model	NOUN
fcis-30620	116	29	.	.	PUNCT
fcis-30620	117	1	the	the	DET
fcis-30620	117	2	formula	formula	NOUN
fcis-30620	117	3	is	be	AUX
fcis-30620	117	4	as	as	SCONJ
fcis-30620	117	5	follows	follow	VERB
fcis-30620	117	6	:	:	PUNCT
fcis-30620	117	7	1	1	NUM
fcis-30620	117	8	1	1	NUM
fcis-30620	117	9	1	1	NUM
fcis-30620	117	10	(	(	PUNCT
fcis-30620	117	11	,	,	PUNCT
fcis-30620	117	12	)	)	PUNCT
fcis-30620	117	13	(	(	PUNCT
fcis-30620	117	14	(	(	PUNCT
fcis-30620	117	15	)	)	PUNCT
fcis-30620	117	16	)	)	PUNCT
fcis-30620	117	17	(	(	PUNCT
fcis-30620	117	18	)	)	SYM
fcis-30620	117	19	100	100	NUM
fcis-30620	117	20	%	%	NOUN
fcis-30620	117	21	(	(	PUNCT
fcis-30620	117	22	,	,	PUNCT
fcis-30620	117	23	)	)	PUNCT
fcis-30620	117	24	m	m	VERB
fcis-30620	118	1	i	i	INTJ
fcis-30620	119	1	i	i	INTJ
fcis-30620	120	1	i	i	PRON
fcis-30620	120	2	m	m	VERB
fcis-30620	121	1	i	i	INTJ
fcis-30620	121	2	i	i	PRON
fcis-30620	122	1	i	i	PRON
fcis-30620	122	2	n	n	VERB
fcis-30620	122	3	rmse	rmse	VERB
fcis-30620	123	1	x	x	X
fcis-30620	123	2	h	h	NOUN
fcis-30620	123	3	h	h	NOUN
fcis-30620	124	1	x	x	VERB
fcis-30620	125	1	y	y	VERB
fcis-30620	125	2	m	m	NOUN
fcis-30620	125	3	h	h	NOUN
fcis-30620	125	4	x	x	PUNCT
fcis-30620	125	5	y	y	PROPN
fcis-30620	125	6	mape	mape	NOUN
fcis-30620	125	7	x	x	PROPN
fcis-30620	126	1	h	h	NOUN
fcis-30620	126	2	m	m	VERB
fcis-30620	126	3	y	y	VERB
fcis-30620	126	4			NUM
fcis-30620	127	1			NUM
fcis-30620	127	2			PROPN
fcis-30620	127	3			PROPN
fcis-30620	127	4			PROPN
fcis-30620	127	5			PRON
fcis-30620	127	6			X
fcis-30620	127	7			X
fcis-30620	127	8	(	(	PUNCT
fcis-30620	127	9	6	6	NUM
fcis-30620	127	10	)	)	PUNCT
fcis-30620	127	11	133	133	NUM
fcis-30620	127	12	where	where	SCONJ
fcis-30620	127	13	(	(	PUNCT
fcis-30620	127	14	)	)	PUNCT
fcis-30620	127	15	ih	ih	NOUN
fcis-30620	127	16	x	x	PUNCT
fcis-30620	127	17	is	be	AUX
fcis-30620	127	18	the	the	DET
fcis-30620	127	19	predicted	predict	VERB
fcis-30620	127	20	value	value	NOUN
fcis-30620	127	21	of	of	ADP
fcis-30620	127	22	the	the	DET
fcis-30620	127	23	model	model	NOUN
fcis-30620	127	24	,	,	PUNCT
fcis-30620	127	25	iy	iy	PROPN
fcis-30620	127	26	is	be	AUX
fcis-30620	127	27	the	the	DET
fcis-30620	127	28	true	true	ADJ
fcis-30620	127	29	value	value	NOUN
fcis-30620	127	30	,	,	PUNCT
fcis-30620	127	31	and	and	CCONJ
fcis-30620	127	32	ny	ny	PROPN
fcis-30620	127	33	is	be	AUX
fcis-30620	127	34	the	the	DET
fcis-30620	127	35	rated	rate	VERB
fcis-30620	127	36	installed	instal	VERB
fcis-30620	127	37	capacity	capacity	NOUN
fcis-30620	127	38	.	.	PUNCT
fcis-30620	128	1	rmse	rmse	PROPN
fcis-30620	128	2	is	be	AUX
fcis-30620	128	3	used	use	VERB
fcis-30620	128	4	to	to	PART
fcis-30620	128	5	judge	judge	VERB
fcis-30620	128	6	the	the	DET
fcis-30620	128	7	difference	difference	NOUN
fcis-30620	128	8	between	between	ADP
fcis-30620	128	9	the	the	DET
fcis-30620	128	10	predicted	predict	VERB
fcis-30620	128	11	value	value	NOUN
fcis-30620	128	12	and	and	CCONJ
fcis-30620	128	13	the	the	DET
fcis-30620	128	14	actual	actual	ADJ
fcis-30620	128	15	value	value	NOUN
fcis-30620	128	16	,	,	PUNCT
fcis-30620	128	17	and	and	CCONJ
fcis-30620	128	18	mape	mape	NOUN
fcis-30620	128	19	reflects	reflect	VERB
fcis-30620	128	20	the	the	DET
fcis-30620	128	21	average	average	ADJ
fcis-30620	128	22	percentage	percentage	NOUN
fcis-30620	128	23	error	error	NOUN
fcis-30620	128	24	on	on	ADP
fcis-30620	128	25	the	the	DET
fcis-30620	128	26	rated	rate	VERB
fcis-30620	128	27	installed	instal	VERB
fcis-30620	128	28	capacity	capacity	NOUN
fcis-30620	128	29	.	.	PUNCT
fcis-30620	129	1	table	table	NOUN
fcis-30620	129	2	3	3	NUM
fcis-30620	129	3	.	.	PUNCT
fcis-30620	129	4	comparison	comparison	NOUN
fcis-30620	129	5	of	of	ADP
fcis-30620	129	6	prediction	prediction	NOUN
fcis-30620	129	7	accuracy	accuracy	NOUN
fcis-30620	129	8	of	of	ADP
fcis-30620	129	9	different	different	ADJ
fcis-30620	129	10	algorithms	algorithm	NOUN
fcis-30620	129	11	weather	weather	NOUN
fcis-30620	129	12	types	type	NOUN
fcis-30620	129	13	mape	mape	PROPN
fcis-30620	129	14	rmse	rmse	PROPN
fcis-30620	129	15	bp	bp	PROPN
fcis-30620	129	16	lstm	lstm	PROPN
fcis-30620	129	17	bp	bp	PROPN
fcis-30620	129	18	lstm	lstm	PROPN
fcis-30620	129	19	typical	typical	ADJ
fcis-30620	129	20	sunny	sunny	ADJ
fcis-30620	129	21	6.12	6.12	NUM
fcis-30620	129	22	%	%	NOUN
fcis-30620	129	23	3.45	3.45	NUM
fcis-30620	129	24	%	%	NOUN
fcis-30620	129	25	1.27	1.27	NUM
fcis-30620	129	26	0.94	0.94	NUM
fcis-30620	129	27	typical	typical	ADJ
fcis-30620	129	28	cloudy	cloudy	ADJ
fcis-30620	129	29	12.4	12.4	NUM
fcis-30620	129	30	%	%	NOUN
fcis-30620	129	31	8.23	8.23	NUM
fcis-30620	129	32	%	%	NOUN
fcis-30620	129	33	2.45	2.45	NUM
fcis-30620	129	34	1.73	1.73	NUM
fcis-30620	129	35	typical	typical	ADJ
fcis-30620	129	36	overcast	overcast	ADJ
fcis-30620	129	37	sky	sky	NOUN
fcis-30620	129	38	6.37	6.37	NUM
fcis-30620	129	39	%	%	NOUN
fcis-30620	129	40	5.67	5.67	NUM
fcis-30620	129	41	%	%	NOUN
fcis-30620	129	42	1.65	1.65	NUM
fcis-30620	129	43	1.24	1.24	NUM
fcis-30620	129	44	typical	typical	ADJ
fcis-30620	129	45	rain	rain	NOUN
fcis-30620	129	46	and	and	CCONJ
fcis-30620	129	47	snow	snow	NOUN
fcis-30620	129	48	3.15	3.15	NUM
fcis-30620	129	49	%	%	NOUN
fcis-30620	129	50	2.12	2.12	NUM
fcis-30620	129	51	%	%	NOUN
fcis-30620	129	52	0.56	0.56	NUM
fcis-30620	129	53	0.38	0.38	NUM
fcis-30620	129	54	sunny	sunny	ADJ
fcis-30620	129	55	to	to	ADP
fcis-30620	129	56	cloudy	cloudy	ADJ
fcis-30620	129	57	6.92	6.92	NUM
fcis-30620	129	58	%	%	NOUN
fcis-30620	129	59	5.56	5.56	NUM
fcis-30620	129	60	%	%	NOUN
fcis-30620	129	61	1.32	1.32	NUM
fcis-30620	129	62	1.20	1.20	NUM
fcis-30620	129	63	overcast	overcast	ADJ
fcis-30620	129	64	sky	sky	NOUN
fcis-30620	129	65	to	to	PART
fcis-30620	129	66	rain	rain	VERB
fcis-30620	129	67	and	and	CCONJ
fcis-30620	129	68	snow	snow	NOUN
fcis-30620	129	69	12.55	12.55	NUM
fcis-30620	129	70	%	%	NOUN
fcis-30620	129	71	6.21	6.21	NUM
fcis-30620	129	72	%	%	NOUN
fcis-30620	129	73	2.87	2.87	NUM
fcis-30620	129	74	1.30	1.30	NUM
fcis-30620	129	75	average	average	ADJ
fcis-30620	129	76	error	error	NOUN
fcis-30620	129	77	7.92	7.92	NUM
fcis-30620	129	78	%	%	NOUN
fcis-30620	129	79	5.21	5.21	NUM
fcis-30620	129	80	%	%	NOUN
fcis-30620	129	81	1.69	1.69	NUM
fcis-30620	129	82	1.13	1.13	NUM
fcis-30620	129	83	table	table	NOUN
fcis-30620	129	84	3	3	NUM
fcis-30620	129	85	shows	show	VERB
fcis-30620	129	86	the	the	DET
fcis-30620	129	87	specific	specific	ADJ
fcis-30620	129	88	error	error	NOUN
fcis-30620	129	89	values	value	NOUN
fcis-30620	129	90	of	of	ADP
fcis-30620	129	91	different	different	ADJ
fcis-30620	129	92	algorithms	algorithm	NOUN
fcis-30620	129	93	under	under	ADP
fcis-30620	129	94	the	the	DET
fcis-30620	129	95	two	two	NUM
fcis-30620	129	96	indicators	indicator	NOUN
fcis-30620	129	97	,	,	PUNCT
fcis-30620	129	98	and	and	CCONJ
fcis-30620	129	99	the	the	DET
fcis-30620	129	100	smaller	small	ADJ
fcis-30620	129	101	the	the	DET
fcis-30620	129	102	value	value	NOUN
fcis-30620	129	103	,	,	PUNCT
fcis-30620	129	104	the	the	DET
fcis-30620	129	105	better	well	ADJ
fcis-30620	129	106	.	.	PUNCT
fcis-30620	130	1	the	the	DET
fcis-30620	130	2	mape	mape	NOUN
fcis-30620	130	3	value	value	NOUN
fcis-30620	130	4	of	of	ADP
fcis-30620	130	5	lstm	lstm	NOUN
fcis-30620	130	6	is	be	AUX
fcis-30620	130	7	2.71	2.71	NUM
fcis-30620	130	8	%	%	NOUN
fcis-30620	130	9	lower	low	ADJ
fcis-30620	130	10	than	than	ADP
fcis-30620	130	11	that	that	PRON
fcis-30620	130	12	of	of	ADP
fcis-30620	130	13	bp	bp	PROPN
fcis-30620	130	14	,	,	PUNCT
fcis-30620	130	15	and	and	CCONJ
fcis-30620	130	16	the	the	DET
fcis-30620	130	17	rmse	rmse	ADJ
fcis-30620	130	18	value	value	NOUN
fcis-30620	130	19	of	of	ADP
fcis-30620	130	20	lstm	lstm	NOUN
fcis-30620	130	21	is	be	AUX
fcis-30620	130	22	also	also	ADV
fcis-30620	130	23	reduced	reduce	VERB
fcis-30620	130	24	,	,	PUNCT
fcis-30620	130	25	which	which	PRON
fcis-30620	130	26	is	be	AUX
fcis-30620	130	27	0.56	0.56	NUM
fcis-30620	130	28	lower	low	ADJ
fcis-30620	130	29	than	than	ADP
fcis-30620	130	30	that	that	PRON
fcis-30620	130	31	of	of	ADP
fcis-30620	130	32	bp	bp	PROPN
fcis-30620	130	33	.	.	PROPN
fcis-30620	131	1	5	5	NUM
fcis-30620	131	2	.	.	X
fcis-30620	131	3	conclusion	conclusion	NOUN
fcis-30620	131	4	aiming	aim	VERB
fcis-30620	131	5	at	at	ADP
fcis-30620	131	6	the	the	DET
fcis-30620	131	7	problem	problem	NOUN
fcis-30620	131	8	of	of	ADP
fcis-30620	131	9	insufficient	insufficient	ADJ
fcis-30620	131	10	power	power	NOUN
fcis-30620	131	11	prediction	prediction	NOUN
fcis-30620	131	12	accuracy	accuracy	NOUN
fcis-30620	131	13	of	of	ADP
fcis-30620	131	14	distributed	distribute	VERB
fcis-30620	131	15	photovoltaic	photovoltaic	NOUN
fcis-30620	131	16	power	power	NOUN
fcis-30620	131	17	stations	station	NOUN
fcis-30620	131	18	due	due	ADP
fcis-30620	131	19	to	to	ADP
fcis-30620	131	20	the	the	DET
fcis-30620	131	21	lack	lack	NOUN
fcis-30620	131	22	of	of	ADP
fcis-30620	131	23	historical	historical	ADJ
fcis-30620	131	24	meteorological	meteorological	ADJ
fcis-30620	131	25	data	datum	NOUN
fcis-30620	132	1	,	,	PUNCT
fcis-30620	132	2	this	this	DET
fcis-30620	132	3	paper	paper	NOUN
fcis-30620	132	4	proposes	propose	VERB
fcis-30620	132	5	a	a	DET
fcis-30620	132	6	distributed	distribute	VERB
fcis-30620	132	7	photovoltaic	photovoltaic	NOUN
fcis-30620	132	8	output	output	NOUN
fcis-30620	132	9	prediction	prediction	NOUN
fcis-30620	132	10	method	method	NOUN
fcis-30620	132	11	that	that	PRON
fcis-30620	132	12	integrates	integrate	VERB
fcis-30620	132	13	meteorological	meteorological	ADJ
fcis-30620	132	14	information	information	NOUN
fcis-30620	132	15	and	and	CCONJ
fcis-30620	132	16	lstm	lstm	NOUN
fcis-30620	132	17	algorithm	algorithm	NOUN
fcis-30620	132	18	.	.	PUNCT
fcis-30620	133	1	through	through	ADP
fcis-30620	133	2	the	the	DET
fcis-30620	133	3	test	test	NOUN
fcis-30620	133	4	and	and	CCONJ
fcis-30620	133	5	simulation	simulation	NOUN
fcis-30620	133	6	analysis	analysis	NOUN
fcis-30620	133	7	under	under	ADP
fcis-30620	133	8	different	different	ADJ
fcis-30620	133	9	weather	weather	NOUN
fcis-30620	133	10	scenarios	scenario	NOUN
fcis-30620	133	11	,	,	PUNCT
fcis-30620	133	12	the	the	DET
fcis-30620	133	13	following	follow	VERB
fcis-30620	133	14	core	core	NOUN
fcis-30620	133	15	conclusions	conclusion	NOUN
fcis-30620	133	16	are	be	AUX
fcis-30620	133	17	formed	form	VERB
fcis-30620	133	18	:	:	PUNCT
fcis-30620	133	19	1	1	X
fcis-30620	133	20	)	)	PUNCT
fcis-30620	133	21	aiming	aim	VERB
fcis-30620	133	22	at	at	ADP
fcis-30620	133	23	the	the	DET
fcis-30620	133	24	problem	problem	NOUN
fcis-30620	133	25	of	of	ADP
fcis-30620	133	26	photovoltaic	photovoltaic	NOUN
fcis-30620	133	27	power	power	NOUN
fcis-30620	133	28	prediction	prediction	NOUN
fcis-30620	133	29	caused	cause	VERB
fcis-30620	133	30	by	by	ADP
fcis-30620	133	31	the	the	DET
fcis-30620	133	32	lack	lack	NOUN
fcis-30620	133	33	of	of	ADP
fcis-30620	133	34	historical	historical	ADJ
fcis-30620	133	35	meteorological	meteorological	ADJ
fcis-30620	133	36	data	datum	NOUN
fcis-30620	133	37	,	,	PUNCT
fcis-30620	133	38	this	this	DET
fcis-30620	133	39	study	study	NOUN
fcis-30620	133	40	fully	fully	ADV
fcis-30620	133	41	extracts	extract	VERB
fcis-30620	133	42	the	the	DET
fcis-30620	133	43	characteristics	characteristic	NOUN
fcis-30620	133	44	of	of	ADP
fcis-30620	133	45	historical	historical	ADJ
fcis-30620	133	46	data	datum	NOUN
fcis-30620	133	47	sets	set	NOUN
fcis-30620	133	48	through	through	ADP
fcis-30620	133	49	algorithm	algorithm	NOUN
fcis-30620	133	50	-	-	PUNCT
fcis-30620	133	51	based	base	VERB
fcis-30620	133	52	meteorological	meteorological	ADJ
fcis-30620	133	53	data	data	NOUN
fcis-30620	133	54	fusion	fusion	NOUN
fcis-30620	133	55	technology	technology	NOUN
fcis-30620	133	56	,	,	PUNCT
fcis-30620	133	57	and	and	CCONJ
fcis-30620	133	58	accurately	accurately	ADV
fcis-30620	133	59	clusters	cluster	VERB
fcis-30620	133	60	various	various	ADJ
fcis-30620	133	61	transitional	transitional	ADJ
fcis-30620	133	62	weather	weather	NOUN
fcis-30620	133	63	types	type	NOUN
fcis-30620	133	64	into	into	ADP
fcis-30620	133	65	different	different	ADJ
fcis-30620	133	66	weather	weather	NOUN
fcis-30620	133	67	categories	category	NOUN
fcis-30620	133	68	.	.	PUNCT
fcis-30620	134	1	based	base	VERB
fcis-30620	134	2	on	on	ADP
fcis-30620	134	3	the	the	DET
fcis-30620	134	4	meteorological	meteorological	ADJ
fcis-30620	134	5	fusion	fusion	NOUN
fcis-30620	134	6	data	datum	NOUN
fcis-30620	134	7	set	set	VERB
fcis-30620	134	8	training	training	NOUN
fcis-30620	134	9	model	model	NOUN
fcis-30620	134	10	,	,	PUNCT
fcis-30620	134	11	the	the	DET
fcis-30620	134	12	prediction	prediction	NOUN
fcis-30620	134	13	value	value	NOUN
fcis-30620	134	14	of	of	ADP
fcis-30620	134	15	the	the	DET
fcis-30620	134	16	success	success	NOUN
fcis-30620	134	17	rate	rate	NOUN
fcis-30620	134	18	is	be	AUX
fcis-30620	134	19	generated	generate	VERB
fcis-30620	134	20	by	by	ADP
fcis-30620	134	21	inputting	inputte	VERB
fcis-30620	134	22	the	the	DET
fcis-30620	134	23	weather	weather	NOUN
fcis-30620	134	24	characteristic	characteristic	ADJ
fcis-30620	134	25	parameters	parameter	NOUN
fcis-30620	134	26	of	of	ADP
fcis-30620	134	27	the	the	DET
fcis-30620	134	28	day	day	NOUN
fcis-30620	134	29	to	to	PART
fcis-30620	134	30	be	be	AUX
fcis-30620	134	31	predicted	predict	VERB
fcis-30620	134	32	.	.	PUNCT
fcis-30620	135	1	this	this	DET
fcis-30620	135	2	method	method	NOUN
fcis-30620	135	3	significantly	significantly	ADV
fcis-30620	135	4	improves	improve	VERB
fcis-30620	135	5	the	the	DET
fcis-30620	135	6	prediction	prediction	NOUN
fcis-30620	135	7	accuracy	accuracy	NOUN
fcis-30620	135	8	under	under	ADP
fcis-30620	135	9	complex	complex	ADJ
fcis-30620	135	10	weather	weather	NOUN
fcis-30620	135	11	conditions	condition	NOUN
fcis-30620	135	12	.	.	PUNCT
fcis-30620	136	1	2	2	X
fcis-30620	136	2	)	)	PUNCT
fcis-30620	136	3	lstm	lstm	NOUN
fcis-30620	136	4	deep	deep	ADJ
fcis-30620	136	5	learning	learning	NOUN
fcis-30620	136	6	algorithm	algorithm	NOUN
fcis-30620	136	7	can	can	AUX
fcis-30620	136	8	effectively	effectively	ADV
fcis-30620	136	9	capture	capture	VERB
fcis-30620	136	10	the	the	DET
fcis-30620	136	11	long	long	ADJ
fcis-30620	136	12	-	-	PUNCT
fcis-30620	136	13	term	term	NOUN
fcis-30620	136	14	dependence	dependence	NOUN
fcis-30620	136	15	characteristics	characteristic	NOUN
fcis-30620	136	16	in	in	ADP
fcis-30620	136	17	time	time	NOUN
fcis-30620	136	18	series	series	PROPN
fcis-30620	136	19	data	data	PROPN
fcis-30620	136	20	.	.	PUNCT
fcis-30620	137	1	compared	compare	VERB
fcis-30620	137	2	with	with	ADP
fcis-30620	137	3	shallow	shallow	PROPN
fcis-30620	137	4	bp	bp	PROPN
fcis-30620	137	5	neural	neural	ADJ
fcis-30620	137	6	network	network	NOUN
fcis-30620	137	7	,	,	PUNCT
fcis-30620	137	8	it	it	PRON
fcis-30620	137	9	has	have	VERB
fcis-30620	137	10	significant	significant	ADJ
fcis-30620	137	11	advantages	advantage	NOUN
fcis-30620	137	12	in	in	ADP
fcis-30620	137	13	historical	historical	ADJ
fcis-30620	137	14	data	datum	NOUN
fcis-30620	137	15	feature	feature	NOUN
fcis-30620	137	16	mining	mining	NOUN
fcis-30620	137	17	ability	ability	NOUN
fcis-30620	137	18	,	,	PUNCT
fcis-30620	137	19	to	to	PART
fcis-30620	137	20	achieve	achieve	VERB
fcis-30620	137	21	higher	high	ADJ
fcis-30620	137	22	precision	precision	NOUN
fcis-30620	137	23	photovoltaic	photovoltaic	NOUN
fcis-30620	137	24	output	output	NOUN
fcis-30620	137	25	prediction	prediction	NOUN
fcis-30620	137	26	.	.	PUNCT
fcis-30620	138	1	references	reference	NOUN
fcis-30620	138	2	[	[	X
fcis-30620	138	3	1	1	NUM
fcis-30620	138	4	]	]	X
fcis-30620	138	5	gupta	gupta	PROPN
fcis-30620	138	6	p	p	NOUN
fcis-30620	138	7	,	,	PUNCT
fcis-30620	138	8	singh	singh	PROPN
fcis-30620	138	9	r.	r.	PROPN
fcis-30620	138	10	pv	pv	PROPN
fcis-30620	138	11	power	power	NOUN
fcis-30620	138	12	forecasting	forecasting	NOUN
fcis-30620	138	13	based	base	VERB
fcis-30620	138	14	on	on	ADP
fcis-30620	138	15	data	data	NOUN
fcis-30620	138	16	-	-	PUNCT
fcis-30620	138	17	driven	drive	VERB
fcis-30620	138	18	models	model	NOUN
fcis-30620	138	19	:	:	PUNCT
fcis-30620	138	20	a	a	DET
fcis-30620	138	21	review[j	review[j	PROPN
fcis-30620	138	22	]	]	PUNCT
fcis-30620	138	23	.	.	PUNCT
fcis-30620	139	1	international	international	ADJ
fcis-30620	139	2	journal	journal	NOUN
fcis-30620	139	3	of	of	ADP
fcis-30620	139	4	sustainable	sustainable	ADJ
fcis-30620	139	5	engineering	engineering	NOUN
fcis-30620	139	6	,	,	PUNCT
fcis-30620	139	7	2021	2021	NUM
fcis-30620	139	8	,	,	PUNCT
fcis-30620	139	9	14(6	14(6	NUM
fcis-30620	139	10	):	):	PUNCT
fcis-30620	139	11	1733	1733	NUM
fcis-30620	139	12	-	-	SYM
fcis-30620	139	13	1755	1755	NUM
fcis-30620	139	14	.	.	PUNCT
fcis-30620	140	1	[	[	X
fcis-30620	140	2	2	2	NUM
fcis-30620	140	3	]	]	PUNCT
fcis-30620	140	4	iheanetu	iheanetu	NOUN
fcis-30620	140	5	k	k	PROPN
fcis-30620	140	6	j.	j.	PROPN
fcis-30620	140	7	solar	solar	PROPN
fcis-30620	140	8	photovoltaic	photovoltaic	PROPN
fcis-30620	140	9	power	power	NOUN
fcis-30620	140	10	forecasting	forecasting	NOUN
fcis-30620	140	11	:	:	PUNCT
fcis-30620	140	12	a	a	DET
fcis-30620	140	13	review[j	review[j	PROPN
fcis-30620	140	14	]	]	PUNCT
fcis-30620	140	15	.	.	PUNCT
fcis-30620	141	1	sustainability	sustainability	NOUN
fcis-30620	141	2	,	,	PUNCT
fcis-30620	141	3	2022	2022	NUM
fcis-30620	141	4	,	,	PUNCT
fcis-30620	141	5	14(24	14(24	NUM
fcis-30620	141	6	):	):	PUNCT
fcis-30620	141	7	17005	17005	NUM
fcis-30620	141	8	.	.	PUNCT
fcis-30620	142	1	[	[	X
fcis-30620	142	2	3	3	X
fcis-30620	142	3	]	]	X
fcis-30620	142	4	liu	liu	PROPN
fcis-30620	142	5	z	z	PROPN
fcis-30620	142	6	,	,	PUNCT
fcis-30620	142	7	du	du	PROPN
fcis-30620	142	8	y.	y.	PROPN
fcis-30620	142	9	evolution	evolution	NOUN
fcis-30620	142	10	towards	towards	ADP
fcis-30620	142	11	dispatchable	dispatchable	ADJ
fcis-30620	142	12	pv	pv	NOUN
fcis-30620	142	13	using	use	VERB
fcis-30620	142	14	forecasting	forecasting	NOUN
fcis-30620	142	15	,	,	PUNCT
fcis-30620	142	16	storage	storage	NOUN
fcis-30620	142	17	,	,	PUNCT
fcis-30620	142	18	and	and	CCONJ
fcis-30620	142	19	curtailment	curtailment	ADJ
fcis-30620	142	20	:	:	PUNCT
fcis-30620	142	21	a	a	DET
fcis-30620	142	22	review[j	review[j	PROPN
fcis-30620	142	23	]	]	PUNCT
fcis-30620	142	24	.	.	PUNCT
fcis-30620	143	1	electric	electric	PROPN
fcis-30620	143	2	power	power	PROPN
fcis-30620	143	3	systems	system	NOUN
fcis-30620	143	4	research	research	NOUN
fcis-30620	143	5	,	,	PUNCT
fcis-30620	143	6	2023	2023	NUM
fcis-30620	143	7	,	,	PUNCT
fcis-30620	143	8	223	223	NUM
fcis-30620	143	9	:	:	PUNCT
fcis-30620	143	10	109554	109554	NUM
fcis-30620	143	11	.	.	PUNCT
fcis-30620	144	1	[	[	X
fcis-30620	144	2	4	4	X
fcis-30620	144	3	]	]	X
fcis-30620	144	4	scott	scott	PROPN
fcis-30620	144	5	c	c	PROPN
fcis-30620	144	6	,	,	PUNCT
fcis-30620	144	7	ahsan	ahsan	PROPN
fcis-30620	144	8	m	m	PROPN
fcis-30620	144	9	,	,	PUNCT
fcis-30620	144	10	albarbar	albarbar	ADJ
fcis-30620	144	11	a.	a.	NOUN
fcis-30620	144	12	machine	machine	NOUN
fcis-30620	144	13	learning	learn	VERB
fcis-30620	144	14	for	for	ADP
fcis-30620	144	15	forecasting	forecast	VERB
fcis-30620	144	16	a	a	DET
fcis-30620	144	17	photovoltaic	photovoltaic	NOUN
fcis-30620	144	18	(	(	PUNCT
fcis-30620	144	19	pv	pv	NOUN
fcis-30620	144	20	)	)	PUNCT
fcis-30620	144	21	generation	generation	NOUN
fcis-30620	144	22	system[j	system[j	NOUN
fcis-30620	144	23	]	]	PUNCT
fcis-30620	144	24	.	.	PUNCT
fcis-30620	145	1	energy	energy	NOUN
fcis-30620	145	2	,	,	PUNCT
fcis-30620	145	3	2023	2023	NUM
fcis-30620	145	4	,	,	PUNCT
fcis-30620	145	5	278	278	NUM
fcis-30620	145	6	:	:	SYM
fcis-30620	145	7	127807	127807	NUM
fcis-30620	145	8	.	.	PUNCT
fcis-30620	146	1	[	[	X
fcis-30620	146	2	5	5	NUM
fcis-30620	146	3	]	]	SYM
fcis-30620	146	4	li	li	PROPN
fcis-30620	146	5	y	y	PROPN
fcis-30620	146	6	,	,	PUNCT
fcis-30620	146	7	song	song	PROPN
fcis-30620	146	8	l	l	PROPN
fcis-30620	146	9	,	,	PUNCT
fcis-30620	146	10	zhang	zhang	PROPN
fcis-30620	146	11	s	s	PROPN
fcis-30620	146	12	,	,	PUNCT
fcis-30620	146	13	et	et	PROPN
fcis-30620	146	14	al	al	PROPN
fcis-30620	146	15	.	.	PUNCT
fcis-30620	147	1	a	a	DET
fcis-30620	147	2	tcn	tcn	NOUN
fcis-30620	147	3	-	-	PUNCT
fcis-30620	147	4	based	base	VERB
fcis-30620	147	5	hybrid	hybrid	ADJ
fcis-30620	147	6	forecasting	forecasting	NOUN
fcis-30620	147	7	framework	framework	NOUN
fcis-30620	147	8	for	for	ADP
fcis-30620	147	9	hours	hour	NOUN
fcis-30620	147	10	-	-	PUNCT
fcis-30620	147	11	ahead	ahead	ADV
fcis-30620	147	12	utility	utility	NOUN
fcis-30620	147	13	-	-	PUNCT
fcis-30620	147	14	scale	scale	NOUN
fcis-30620	147	15	pv	pv	NOUN
fcis-30620	147	16	forecasting[j	forecasting[j	NOUN
fcis-30620	147	17	]	]	PUNCT
fcis-30620	147	18	.	.	PUNCT
fcis-30620	148	1	ieee	ieee	NOUN
fcis-30620	148	2	transactions	transaction	NOUN
fcis-30620	148	3	on	on	ADP
fcis-30620	148	4	smart	smart	ADJ
fcis-30620	148	5	grid	grid	NOUN
fcis-30620	148	6	,	,	PUNCT
fcis-30620	148	7	2023	2023	NUM
fcis-30620	148	8	,	,	PUNCT
fcis-30620	148	9	14(5	14(5	NUM
fcis-30620	148	10	):	):	PUNCT
fcis-30620	148	11	4073	4073	NUM
fcis-30620	148	12	-	-	SYM
fcis-30620	148	13	4085	4085	NUM
fcis-30620	148	14	.	.	PUNCT
fcis-30620	149	1	[	[	X
fcis-30620	149	2	6	6	NUM
fcis-30620	149	3	]	]	PUNCT
fcis-30620	149	4	massidda	massidda	PROPN
fcis-30620	149	5	l	l	PROPN
fcis-30620	149	6	,	,	PUNCT
fcis-30620	149	7	bettio	bettio	PROPN
fcis-30620	149	8	f	f	X
fcis-30620	149	9	,	,	PUNCT
fcis-30620	149	10	marrocu	marrocu	PROPN
fcis-30620	149	11	m.	m.	NOUN
fcis-30620	149	12	probabilistic	probabilistic	ADJ
fcis-30620	149	13	day	day	NOUN
fcis-30620	149	14	-	-	PUNCT
fcis-30620	149	15	ahead	ahead	NOUN
fcis-30620	149	16	prediction	prediction	NOUN
fcis-30620	149	17	of	of	ADP
fcis-30620	149	18	pv	pv	NOUN
fcis-30620	149	19	generation	generation	NOUN
fcis-30620	149	20	.	.	PUNCT
fcis-30620	150	1	a	a	DET
fcis-30620	150	2	comparative	comparative	ADJ
fcis-30620	150	3	analysis	analysis	NOUN
fcis-30620	150	4	of	of	ADP
fcis-30620	150	5	forecasting	forecasting	NOUN
fcis-30620	150	6	methodologies	methodology	NOUN
fcis-30620	150	7	and	and	CCONJ
fcis-30620	150	8	of	of	ADP
fcis-30620	150	9	the	the	DET
fcis-30620	150	10	factors	factor	NOUN
fcis-30620	150	11	influencing	influence	VERB
fcis-30620	150	12	accuracy[j	accuracy[j	NOUN
fcis-30620	150	13	]	]	PUNCT
fcis-30620	150	14	.	.	PUNCT
fcis-30620	151	1	solar	solar	ADJ
fcis-30620	151	2	energy	energy	NOUN
fcis-30620	151	3	,	,	PUNCT
fcis-30620	151	4	2024	2024	NUM
fcis-30620	151	5	,	,	PUNCT
fcis-30620	151	6	271	271	NUM
fcis-30620	151	7	:	:	SYM
fcis-30620	151	8	112422	112422	NUM
fcis-30620	151	9	.	.	PUNCT
fcis-30620	152	1	[	[	X
fcis-30620	152	2	7	7	X
fcis-30620	152	3	]	]	X
fcis-30620	152	4	son	son	NOUN
fcis-30620	152	5	y	y	PROPN
fcis-30620	152	6	,	,	PUNCT
fcis-30620	152	7	zhang	zhang	PROPN
fcis-30620	152	8	x	x	PROPN
fcis-30620	152	9	,	,	PUNCT
fcis-30620	152	10	yoon	yoon	PROPN
fcis-30620	152	11	y	y	PROPN
fcis-30620	152	12	,	,	PUNCT
fcis-30620	152	13	et	et	PROPN
fcis-30620	152	14	al	al	PROPN
fcis-30620	152	15	.	.	PUNCT
fcis-30620	153	1	lstm	lstm	PROPN
fcis-30620	153	2	–	–	PUNCT
fcis-30620	153	3	gan	gan	PROPN
fcis-30620	153	4	based	base	VERB
fcis-30620	153	5	cloud	cloud	PROPN
fcis-30620	153	6	movement	movement	NOUN
fcis-30620	153	7	prediction	prediction	NOUN
fcis-30620	153	8	in	in	ADP
fcis-30620	153	9	satellite	satellite	NOUN
fcis-30620	153	10	images	image	NOUN
fcis-30620	153	11	for	for	ADP
fcis-30620	153	12	pv	pv	NOUN
fcis-30620	153	13	forecast[j	forecast[j	NOUN
fcis-30620	153	14	]	]	PUNCT
fcis-30620	153	15	.	.	PUNCT
fcis-30620	154	1	journal	journal	PROPN
fcis-30620	154	2	of	of	ADP
fcis-30620	154	3	ambient	ambient	ADJ
fcis-30620	154	4	intelligence	intelligence	NOUN
fcis-30620	154	5	and	and	CCONJ
fcis-30620	154	6	humanized	humanize	VERB
fcis-30620	154	7	computing	computing	NOUN
fcis-30620	154	8	,	,	PUNCT
fcis-30620	154	9	2023	2023	NUM
fcis-30620	154	10	,	,	PUNCT
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fcis-30620	154	12	):	):	PUNCT
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fcis-30620	156	27	]	]	PUNCT
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fcis-30620	158	8	s	s	PROPN
fcis-30620	158	9	,	,	PUNCT
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fcis-30620	158	11	a	a	DET
fcis-30620	158	12	g.	g.	PROPN
fcis-30620	158	13	solar	solar	PROPN
fcis-30620	158	14	photovoltaic	photovoltaic	PROPN
fcis-30620	158	15	forecasting	forecasting	NOUN
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fcis-30620	158	17	power	power	NOUN
fcis-30620	158	18	output	output	NOUN
fcis-30620	158	19	using	use	VERB
fcis-30620	158	20	lstm	lstm	PROPN
fcis-30620	158	21	networks[j	networks[j	PROPN
fcis-30620	158	22	]	]	X
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fcis-30620	159	2	,	,	PUNCT
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fcis-30620	159	6	):	):	PUNCT
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fcis-30620	159	8	.	.	PUNCT
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fcis-30620	160	2	10	10	NUM
fcis-30620	160	3	]	]	X
fcis-30620	160	4	abdel	abdel	NOUN
fcis-30620	160	5	-	-	PUNCT
fcis-30620	160	6	basset	basset	NOUN
fcis-30620	160	7	m	m	PROPN
fcis-30620	160	8	,	,	PUNCT
fcis-30620	160	9	hawash	hawash	PROPN
fcis-30620	160	10	h	h	NOUN
fcis-30620	160	11	,	,	PUNCT
fcis-30620	160	12	chakrabortty	chakrabortty	PROPN
fcis-30620	160	13	r	r	PROPN
fcis-30620	160	14	k	k	PROPN
fcis-30620	160	15	,	,	PUNCT
fcis-30620	160	16	et	et	PROPN
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fcis-30620	160	18	.	.	PUNCT
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fcis-30620	160	20	-	-	PUNCT
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fcis-30620	160	22	:	:	PUNCT
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fcis-30620	160	27	approach	approach	NOUN
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fcis-30620	160	33	-	-	PUNCT
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fcis-30620	160	35	photovoltaic	photovoltaic	NOUN
fcis-30620	160	36	energy	energy	NOUN
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fcis-30620	160	38	]	]	PUNCT
fcis-30620	160	39	.	.	PUNCT
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fcis-30620	161	5	,	,	PUNCT
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fcis-30620	161	7	,	,	PUNCT
fcis-30620	161	8	303	303	NUM
fcis-30620	161	9	:	:	SYM
fcis-30620	161	10	127037	127037	NUM
fcis-30620	161	11	.	.	PUNCT