Published April 1, 2025
| Version v1
Model
Open
models_XAI4WindPowerCurves
Description
This pickled python dictionary contains several ML models for wind turbine power curve models trained on the edp open wind turbine data sets (https://www.edp.com/en/innovation/open-data).
They were published alongside the journal paper: S. Letzgus and K.-R. Müller, “An explainable ai framework for robust and transparent data-driven wind turbine power curve models”, Energy and AI, vol. 15, Art. no. 100328, 2024. (https://www.sciencedirect.com/science/article/pii/S2666546823001003)
For further information, please visit: https://github.com/sltzgs/XAI4WindPowerCurves
Files
Files
(681.3 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:7644e651a5175ff6a745a20a0a942d16
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681.3 MB | Download |
Additional details
Related works
- Is described by
- Computational notebook: https://github.com/sltzgs/XAI4WindPowerCurves (Other)
- Is supplement to
- Journal article: 10.1016/j.egyai.2023.100328 (DOI)
Software
- Repository URL
- https://github.com/sltzgs/XAI4WindPowerCurves
- Programming language
- Python
- Development Status
- Active