~/talk

Bringing Open-Source to Battery Systems Development and Operations

on YouTube 37m
Talkat SustainabilityCon @ Open Source Summit North America 2023 · 2023-05-10..05-12· [embedded-and-hardware, data-visualization]

speaker

name:Valerio De Angelis
links:none on file

resources

video:https://youtu.be/z0QW43r2bRo
slides:none on file

summary

Describes an open-source stack that moves from hardware to APIs: a cascade of DC–DC converters and racks that run at ~1000 V DC, reference designs and embedded control to prevent IGBT shoot‑through, and a transition from off‑the‑shelf BMS to open-source BMS FoxBMS. Publishes the largest public lithium‑ion time‑series repository, BatteryArchive.org, with thousands of cell tests, a Redash‑based UI, Jupyter APIs and pybamm model comparisons so the system is built and demonstrably working.

AI-written summary · about

chapters (10)

  1. 0:00Introduction and background
  2. 1:55Industry challenges
  3. 4:48Power converter fundamentals
  4. 7:00Hardware and system complexity
  5. 10:53Scalable system architecture
  6. 13:32Software and certification
  7. 16:54Battery data repositories
  8. 21:52Data analysis and modeling
  9. 25:41Machine learning and standards
  10. 28:54Q&A and future governance

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