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Elpriser.org

Elpriser

Elpriser.org tracks electricity spot prices and helps users understand price patterns. We're interested in time-series forecasting for electricity price prediction, and in machine learning applications for demand-response optimization and grid balancing, particularly as they relate to Frequency Containment Reserve (FCR) markets and battery systems (both utility and home batteries).

Models in Library1
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Models on Hugging Face2
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Models

Model · Tabular regression

nordic-price-forecast

Elpriser.org

Day-ahead electricity price forecasts 2 to 9 days out, hourly, in EUR/MWh, for every bidding zone in Denmark, Norway, Sweden, Finland and the Netherlands: Retrained and re-uploaded daily, so the weights here are what production runs. A companion model specialised to Denmark alone lives at A single LightGBM quantile model covers all 13 zones, with zone as a categorical feature. The zones share nearly all their structure — the same calendar effects, the same weather physics, the same lag behaviour — so pooling lets a thin zone borrow strength from a busy one, and leaves one thing to maintain instead of thirteen. Pooling only works because the model can identify a zone's price level before it…

Open weights cc-by-4.0 lightgbm