ML4WX

Local & station forecasting

Multi-head attention-based probabilistic CNN-BiLSTM for day-ahead wind speed forecasting

Yiming Zhang, Hao Wang

Energy · · University of Cambridge (Aardvark)

Paper

In one sentence. A probabilistic CNN-BiLSTM with multi-head attention forecasts day-ahead wind speed for energy use; the abstract was unavailable, so the claim is limited.

Labels

Topic
Local & station forecasting, Applications & impacts
Type
New model or method
Method
CNN / U-Net, RNN / LSTM / ConvLSTM
Time scale
6 h–3 days
Domain
Local / station
Data
Other
Status
Research
Identifiers
DOI:10.1016/j.energy.2023.127865 OpenAlex:W4376880182
Added
2026-10-22

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