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Multi-step wind speed forecasting based on multi-task learning using mixed granularity collaborative network

delete2026-01-23
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PRE
AI
Y
Yifan Xu
Y
Youlong Yang *
J
Jinxing Che
Z
Zheyong Jiang
Y
Yuxin Gan
DOI:10.1016/j.energy.2026.140173delete
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摘要

摘要

En 中文
• MGCNet is proposed for multi-step wind speed forecasting. • Parallel channels separately capture high-frequency fluctuations and trends. • Granularity fusion enables information interaction between time scales. • MGCNet demonstrates superior robustness in high-volatility challenging periods.

期刊

Energy 封面图
Energy
IF:
9.4
论文数:
4.3W
被引数:
20.2W

机构

N
Nanjing University of Aeronautics and Astronautics
学者数:
7.4K
论文数: 3.1K
被引数: 2.4W
X
Xidian University
学者数:
2.4W
论文数: 1.9W
被引数: 9.7K
J
Jiangxi University of Water Resources and Electric Power
学者数:
553
论文数: 187
被引数: 0
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