A non-parametric approach for wind speed distribution mapping

ENERGY CONVERSION AND MANAGEMENT（2023）

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摘要

•A non-parametric approach for wind speed mapping is developed.•A comparative analysis of parametric and non-parametric approaches is carried out.•The non-parametric method slightly outperforms the parametric approach and avoids the hypothesis of a single distribution.•The new method is recommended for regions having diverse wind regimes.

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关键词

Asymmetric kernel estimator,Non-parametric,Quantile,Wind speed distribution,Wind variability,Ungauged location,Regional estimation

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