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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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Abstract

Abstract

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.

Journal

Energy cover
Energy
IF:
9.4
Papers:
4.3W
Citations:
20.2W

Organization

No organization information available
Cited Papers

Cited Papers

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