Sponsored Session: Collaborative Analytics and Semantic Inter...
summary
Predico platform is an open-source collaborative forecasting marketplace that ran a proof‑of‑concept with Elia: ~30 suppliers now submit daily forecasts, up from 13, and an ensemble reduces RMSE about 5% vs the top‑five average, 3% vs the best forecaster and ~7% vs Elia’s incumbent, with larger (10–15%) gains for solar; it enforces outlier detection, weighted exponential averaging and revenue split by Shapley values. A separate semantic interoperability stack from Interconnect covers 600,000 households across seven countries, deployed via adapters and a decentralized knowledge engine using four knowledge interactions.
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chapters (11)
- 0:00Introduction to Predico platform
- 3:29Collaborative forecasting concept
- 8:03Platform modules and workflow
- 13:01Ensemble forecasting results
- 18:02Q&A on use cases
- 19:25Introduction to LF Semantic Energy
- 23:41Semantic interoperability framework
- 28:55Knowledge interaction and adapters
- 33:13Knowledge engine and reasoning
- 37:48Pilot results and future plans
- 39:04Q&A and closing
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