期刊论文

Xiao, Y

英文

Sustainable Energy, Grids and Networks

2352-4677

2024

38

101293

10.1016/j.segan.2024.101293

CRediT authorship contribution statement He Chen: Methodology, Validation, Visualization, Writing – review & editing. Xiao Yi: Conceptualization, acquisition, Methodology, Project administration, Resources, Software. Wu Sheng: Data curation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing. Hu Yi: Methodology, Project administration, Validation. Yi Ming: Conceptualization, Formal analysis, Visualization.

本校为第一且通讯机构

The random and fluctuating nature of wind energy brings tremendous challenges and disturbances to the security operation of wind power systems, accurate wind power prediction can effectively reduce these negative impacts. To this end, this paper proposes a hybrid wind power prediction model based on the "decomposition-reconstruction-ensemble" strategy, which consists of four main components, namely decomposition, reconstruction, prediction, and ensemble. Specifically, the original wind power series is decomposed into several sub-modes and reconstructed by frequency by the sample entropy(SE)-op...