Inter-Hour Forecast of Solar Radiation Based on Long Short-Term Memory with Attention Mechanism and Genetic Algorithm

The installed capacity of photovoltaic power generation occupies an increasing proportion in the power system, and its stability is greatly affected by the fluctuation of solar radiation. Accurate prediction of solar radiation is an important prerequisite for ensuring power grid security and electri...

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Egile Nagusiak:	Tingting Zhu, Yuanzhe Li, Zhenye Li, Yiren Guo, Chao Ni
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	MDPI AG 2022-01-01
Saila:	Energies
Gaiak:	solar radiation inter-hour forecast long short-term memory genetic algorithm attention mechanism
Sarrera elektronikoa:	https://www.mdpi.com/1996-1073/15/3/1062
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