Meet the 2021 selected startups: REBASE

Energy forecasting made simple.

Rebase provides energy companies with AI-ready data and open source tooling to forecast and optimise distributed energy resources

Rebase Energy aims to empower tomorrow’s energy innovators with data and digital tools like AI and Big data to increase the pace of change to a sustainable energy system. With more and more weather-dependent distributed energy resources like wind and solar, there is a need for accurate forecasting that in returns means an increased degree of plannability to optimally dispatch distributed energy resources while maintaining the balance and robustness of the grid.

Rebase Energy provides an AI-ready weather forecast data API and a platform for forecasting and optimization that empower energy companies in an API-first and fully modular way – users only use the parts they need to succeed.

The Rebase Datahub is a unique AI-ready weather data API tailored for energy forecasting use cases. It aggregates global weather forecast data from several meteorological institutes and we store not only historical data, but also historical forecasts. This is crucial when developing machine learning algorithms to forecast for example energy supply and demand.

The Rebase Toolkit allows to operationalise AI-based energy forecasting models in just a couple of minutes. It’s a platform that allows users to develop machine learning energy forecasting algorithms at speed through iteration/backtesting and then deploy at scale the algorithms through our platform. Users can integrate historical weather forecast data and deploy a custom Python model class as a containerised machine learning energy forecasting model. Thereby users can take control and develop their own tailored weather-dependent energy forecasts based on the state-of-the-art open source machine learning libraries. The Toolkit also provides an easy way to integrate third-party energy forecast providers in order to perform blending and benchmarking.



We believe data-driven methods a critical tool and the the single biggest enabler in the transition to a 100% renewable energy system
Sebastian Haglund El Gaidi – CEO, REBASE



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