Comparison of short-term solar irradiance forecasting methods when weather conditions are complicated

Although the output of a photovoltaic power generation system is significantly positively correlated with solar irradiance, the latter variable is intermittent, random, and volatile. Volatility in solar irradiance is particularly marked when weather conditions are complex, and so, this factor has pr...

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Veröffentlicht in:	Journal of renewable and sustainable energy 2018-09, Vol.10 (5)
Hauptverfasser:	Yu, Yunjun, Cao, Junfei, Wan, Xiaofeng, Zeng, Fanpeng, Xin, Jianbo, Ji, Qingzhao
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Back propagation Basis functions Economic forecasting Irradiance Model accuracy Neural networks Prediction models Radial basis function Volatility Weather forecasting
Online-Zugang:	Volltext
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