A Multi-Step Prediction Method for Wind Power Based on Improved TCN to Correct Cumulative Error

A Multi-Step Prediction Method for Wind Power Based on Improved TCN to Correct Cumulative Error

Wind power generation is likely to hinder the safe and stable operations of power systems for its irregularity, intermittency, and non-smoothness. Since wind power is continuously connected to power systems, the step length required for predicting wind power is increasingly extended, thereby causing...

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Bibliographic Details
Main Authors:	Haifeng Luo, Xun Dou, Rong Sun, Shengjun Wu
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2021-09-01
Series:	Frontiers in Energy Research
Subjects:	improved TCN cumulative error multi-step wind power prediction self-attentiveness multi-scale convolution
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2021.723319/full

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