Introduction of pvnet_summation_uk_national_day_ahead
Model Details of pvnet_summation_uk_national_day_ahead
PVNet_summation
Model Description
This model class sums the output of the PVNet model's GSP level predictions to make a national forecast of UK PV output. More information can be found in the model repo [1], the PVNet model repo [2], and experimental notes in
this google doc
.
Developed by:
openclimatefix
Model type:
Fusion model
Language(s) (NLP):
en
License:
mit
Training Details
Data
The model is trained on data from Jan 2019- May 2022 and validated on data from May 2022 - May 2023.
Preprocessing
Data is prepared with the
ocf_datapipes.training.pvnet
datapipe [3].
Results
The training logs for the current model can be found
here on wandb
.
Some experimental notes can be found at in
the google doc
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