Novel Fractional Order and Stochastic Formulations for the Precise Prediction of Commercial Photovoltaic Curves
Othman A. M. Omar,
Ahmed O. Badr,
Ibrahim Mohamed Diaaeldin
Abstract:To effectively represent photovoltaic (PV) modules while considering their dependency on changing environmental conditions, three novel mathematical and empirical formulations are proposed in this study to model PV curves with minimum effort and short timing. The three approaches rely on distinct mathematical techniques and definitions to formulate PV curves using function representations. We develop our models through fractional derivatives and stochastic white noise. The first empirical model is proposed usi… Show more
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