vividfog / nordpool-predict-fi

A Python app and a Random Forest ML model that predicts spot prices for the Nordpool FI market.
MIT License
60 stars 8 forks source link

Nuclear power #2

Closed vividfog closed 4 months ago

vividfog commented 4 months ago

The model is now trained to be aware of nuclear power production capacity, and this is used for predictions. Nuclear production for the next days is assumed to be the average of past 6 known hours. If there is downtime in nuclear production, this extrapolation gets fixed by the next prediction, if the script is run with the --fingrid tag to update the DB.