WindNet
Model Description
This model class uses numerical weather predictions from providers such as ECMWF to forecast the wind power in North West India over the next 48 hours at 15 minute granularity. More information can be found in the model repo [1] and experimental notes here.
- Developed by: openclimatefix
- Model type: Fusion model
- Language(s) (NLP): en
- License: mit
Training Details
Data
The model is trained on data from 2019-2022 and validated on data from 2022-2023. See experimental notes here
Preprocessing
Data is prepared with the ocf_datapipes.training.windnet datapipe [2].
Results
The training logs for the current model can be found here:
Hardware
Trained on a single NVIDIA Tesla T4
Software
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