M2TNet: Multi-modal multi-task Transformer network for ultra-short-term wind power multi-step forecasting

Accurate wind power forecasting is crucial for the safe, stable, and economical operation of green power systems. Multi-step forecasting of wind power has received increasing attention in recent years. From the perspective of machine learning, multi-step prediction can be transformed into a multi-ta...

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Bibliographic Details
Main Authors: Lei Wang, Yigang He, Xiaoyan Liu, Lie Li, Kaixuan Shao
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722011374