~/talk

Asset Thermal Models: Expanding the Family of Thermal Models To C...

Talkat LF Energy Summit Europe 2026 · 2026-09-15..09-16· [software-architecture]
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All primary asset types now get temperature estimates so operators can push capacity safely: a Cable Thermal Model (finite-difference 1D heat equation, soil resistivity input) and a Switchgear Thermal Model (Newton cooling) join the existing transformer model. Validation shows transformer and cable outputs within a few degrees and transformer accuracy around 5°C; one summer day at 34°C and 120% load yields an estimated 7 days of aging in one day. Models are open source on GitHub and PyPI.

AI-written summary · about

  1. 0:00Introduction and context
  2. 1:22Grid congestion and electrification
  3. 3:09Expanding grid capacity with thermal models
  4. 6:00Asset manager’s role and challenges
  5. 8:51Why temperature matters for assets
  6. 11:18Switchgear and cable thermal models
  7. 13:28Real-world example and model output
  8. 15:57Asset aging insights from models
  9. 16:39Open-source models and opportunities
  10. 17:01Q&A session
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