Our open-source initiative aims to develop a cutting-edge machine learning pipelines for short-term energy load forecasting on the grid. These pipelines are designed for seamless adoption, boasting exceptional quality and harnessing built-in expert knowledge. The aim is to make OpenSTEF the industry standard for short term energy forecasting.
Fostering an active community, our project encourages collaborative efforts, fostering continuous improvement of the code base through contributions from multiple stakeholders.
Alliander - KTP team
Firan
RTE
RTE-i
Sigholm
Shell
Planned milestones
Year | Q | Milestone | Company | Kind |
2024 | 1 | Promote OpenSTEF at FOSDEM | Alliander | Outreach |
2024 | 1 | OpenSTEF workshop | Alliander | Outreach |
2024 | 1 | Present webinar on OpenSTEF | RTE-i | Outreach |
2024 | 1/2 | Complete POC for demonstration purposes | RTE-i | New |
2024 | 1/2 | Improve forecasting quality | Alliander | Improvement |
2024 | 2 | Provide benchmark of OpenSTEF on relevant usecase compared to other forecasting providers | New | |
2024 | 2 | Promote OpenSTEF at CIRED (incl. Methodology paper) | Alliander | Outreach |
2024 | 3 | LF energy summit | Outreach |
Scale up ‘Contingencies’; locations with active capacity management
T-prognoses customers; Including those in our load/generation forecasts
Forecasting load at non-measured secondary substations
Forecasting Reactive power (with few measurements)
Year | Q | Milestone | Kind |
---|---|---|---|
2022 | 1 | Finish OpenSTEF LFE Intake | Outreach |
2022 | 1 | Remove Openstef-dbc from Openstef | Improvement |
2022 | 2 | Forecasting API - together with SOGNO FastAPI wrapper around OpenSTEF | New |
2022 | 2/3 | Promote OpenSTEF @ LFE
| Outreach |
2022 | 3 | Backtest / Predictability Analyses | New |
2022 | 3 | Ensemble forecasts - Automated optimized combination of independent forecasts / forecasting algorithms | Improvement |
… |