Summary

Transmission System Operators (TSOs) rely on accurate power forecasts for secure and efficient system operation, especially with weather-dependent renewable generation and crossborder power flows. Forecasts are usually sourced from third-party service providers. As renewable energy capacity grows, forecast errors increase balancing and operational costs, making accuracy increasingly important. Traditional forecast procurement through bilateral contracts is limited by high costs, low transparency, weak incentives for continuous improvement, and barriers for innovative or smaller forecasters. We present a collaborative forecasting platform where TSOs and other forecasting consumers create open forecasting and data-analytics markets. Forecasters, from commercial to individuals, compete continuously and are rewarded based on objective performance metrics. The platform aggregates independent forecasts into ensembles that outperform single forecasts, supports joint funding by multiple forecasting services consumers, and enables a data analytics market. Developed as open-source software, it was tested on Belgian day-ahead offshore wind and solar forecasts, improving point accuracy (RMSE) by 6–8% and probabilistic (MWI) by 7–14% over current operational forecasts.

Additional informations

Publication type Session Materials
Reference D2_10156_2026
Publication year
Publisher CIGRE
Country Belgium
Study committees
File size 2 MB
Price for non member 30 €
Price for member 30 €

Authors

CARSTENS Herman - Elia Transmission Belgium, Belgium; ANDRADE José Ricardo - INESC-TEC Portugal, Belgium; GONÇALVES Carla Silva - INESC-TEC Portugal, Belgium; GARCIA André Filipe - INESC-TEC Portugal, Belgium; BESSA Ricardo Jorge - INESC-TEC Portugal, Belgium; CASTRO SILVA Beatriz - INESC-TEC Portugal, Belgium

Keywords

Forecasting markets, ensemble forecasting, renewable energy, data value, analytics market, short-term forecasting

Collaborative Forecasting Platform: Results after one year of operation for wind and solar forecasting in Belgium