Echo state network based ensemble approach for wind power forecasting

Huaizhi Wang,Zhenxing Lei,Yang Liu,Jianchun Peng, Jing Liu

Energy Conversion and Management（2019）

引用 62|浏览3

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摘要

•Echo state network is used for point forecasting of wind power.•Wavelet transform is used to decompose the original signal into several sub-signals.•Ensemble technique is applied to reduce the uncertainty in wind power data.•The effectiveness of the proposed method is validated on two real wind farms.

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关键词

Wind power prediction,Echo state network,Ensemble,Wavelet transform,Short-term forecast

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