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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Bibliographic Details
Published in:	Solar energy Vol. 112; pp. 68 - 77
Main Authors:	Chu, Yinghao, Urquhart, Bryan, Gohari, Seyyed M.I., Pedro, Hugo T.C., Kleissl, Jan, Coimbra, Carlos F.M.
Format:	Journal Article
Language:	English
Published:	New York Elsevier Ltd 01.02.2015 Pergamon Press Inc
Subjects:	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
Online Access:	Get full text
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