MCPT-CAF-BiGRU: A multi-scale CNN and ProbSparse-Masked Transformer model with cross-attention fusion and BiGRU for hourly wind speed forecasting
Zhoukou Normal University · Chinese Academy of Sciences · +3 more institutions
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Abstract
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4
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- 37.02
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- 99%
- References
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Authors
4- JFJinsheng FanCorresponding
Zhoukou Normal University
- GYGuo-An YuCorresponding
Chinese Academy of Sciences, Institute of Geographic Sciences and Natural Resources Research
- MZMingmeng Zhao
Zhoukou Normal University
- HZHucheng Zong
Ministry of Water Resources of the People's Republic of China, Yellow River Institute of Hydraulic Research
Topics & keywords
Topics
Keywords
- Wind power
- Convolutional neural network
- Wind speed
- Robustness (evolution)
- Deep learning
- Wind power forecasting
- Leverage (statistics)
- Fusion
UN Sustainable Development Goals
- Affordable and clean energy
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