Long Short-Term Memory Network based on Neighborhood Gates for processing complex causality in wind speed prediction

Zhendong Zhang,Hui Qin,Yongqi Liu,Yongqiang Wang,Liqiang Yao,Qingqing Li,Jie Li,Shaoqian Pei

Energy Conversion and Management（2019）

引用 81|浏览18

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摘要

•Causality processing strategy for wind speed is proposed.•A novel deep learning method is proposed to predict wind speed.•Eight models are designed to verify the performance of the proposed method.

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关键词

Wind speed prediction,Long Short-Term Memory Network,Neighborhood Gates,Equivalent tree causality

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