A Multi-View Ensemble Width-Depth Neural Network for Short-Term Wind Power Forecasting

A Multi-View Ensemble Width-Depth Neural Network for Short-Term Wind Power Forecasting

Short-term wind power forecasting (SWPF) is essential for managing wind power systems management. However, most existing forecasting methods fail to fully consider how to rationally integrate multi-view learning technologies with attention mechanisms. In this case, some potential features cannot be...

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Bibliographic Details
Main Authors: Jing Wan, Jiehui Huang, Zhiyuan Liao, Chunquan Li, Peter X. Liu
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Mathematics
Subjects:
renewable energy
wind power forecasting
hybrid model
machine learning
Online Access:https://www.mdpi.com/2227-7390/10/11/1824

Internet

https://www.mdpi.com/2227-7390/10/11/1824

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