Energy Load and Power Forecasting · Model or simulation

How do you forecast the wind?

Paper: The HEFTCom2024 winning model: A stacked CatBoost approach for probabilistic wind and solar power forecasting
Olauson et al. · International Journal of Forecasting 2026 · doi.org/10.1016/j.ijforecast.2026.02.005

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How do you forecast the wind? This model won a 2024 energy forecasting competition. It predicted the output of an offshore wind farm and solar plants in England, using 3 weather forecasts and separate models for wind and sun.

AI-assisted summary with an AI voice, not reviewed by the authors. Made from the paper under its CC BY licence. Read the paper before relying on a finding. Keywords: wind power forecasting, photovoltaic power forecasting, energy trade, offshore wind farms, weather forecast data, forecast uncertainty.