Short-term reforecasting of power output from a 48 MWe solar PV plant

•Smart reforecast is applied to the intra-hour power prediction of a PV plant.•Predictions of generation from three baseline models are analyzed and reforecasted.•The reforecast models are based on ANN optimized by genetic algorithm.•The reforecasts significantly improve the forecast skills of the b...

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Vydané v:	Solar energy Ročník 112; s. 68 - 77
Hlavní autori:	Chu, Yinghao, Urquhart, Bryan, Gohari, Seyyed M.I., Pedro, Hugo T.C., Kleissl, Jan, Coimbra, Carlos F.M.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Elsevier Ltd 01.02.2015 Pergamon Press Inc
Predmet:	Artificial neural networks Clouds Forecasting Genetic algorithm optimization Neural networks Photovoltaic cells Photovoltaics Position tracking Prediction models PV generation Real-time reforecasting Solar energy Tracking techniques Real-time reforecasting PV generation Genetic algorithm optimization Artificial neural networks
ISSN:	0038-092X, 1471-1257
On-line prístup:	Získať plný text
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