LF Energy 101: How Open Source Is Powering the Digital Energy Tran...
Talkat Open Source Summit Japan + AI_dev: Open Source GenAI & ML Summit + Automotive Linux Summit 2025 · 2025-12-08..12-10·
summary
Overview of LF Energy projects with concrete results and demos rather than rhetoric. OpenSTAF forecasting pipelines run 15‑minute to 48‑hour horizons using XGBoost and neural nets with low MAE on a three‑month European dataset and GitHub notebooks; gridFM prototypes federated foundation models for anomaly detection to preserve privacy; CPATH hypervisor virtualizes IEDs and protection relays, used on 63 kW of line in 2023 and planned for ~100 substations covering ~400 kW by 2025; Compass and Fledge supply IEC 61850 config tooling and protocol gateways.
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chapters (17)
- 0:00Welcome
- 1:06Open source in energy transition
- 2:56Energy challenges and digital transformation
- 5:51Open source solutions for energy
- 8:40LF Energy community
- 10:50LF Energy projects and SIGs
- 14:23AI for energy forecasting
- 16:37OpenSTEF for forecasting
- 20:09Digital substation automation
- 21:56CPATH hypervisor
- 23:24COMPASS configuration
- 25:09EV charging with LF Energy
- 26:13Power Grid Model
- 28:21LF Energy architecture
- 28:41LF Energy events
- 30:33Key takeaways
- 31:36Q&A
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