Battery Cycle-Life Analyzer
How can capacity-fade models be selected and end-of-life projections bounded transparently?
Engineering approach
Linear, power-law and logarithmic curve fits selected using the latest held-out observations before a full-data refit.
Chronological holdout, empirical model comparison, bounded EOL/RUL and residual-bootstrap diagnostics.
Evidence inspector
- Source reference
65df747ccf1ff0d2427ab8ba321b4c6839d0ad3b· pinned historical snapshot- Reviewed at
- 2026-10-06T23:09:53.450Z
- Review scope
- Pinned repository documentation reviewed; upstream scientific tests not rerun here.
- Published checks
- The pinned source provides tests and a reproducible synthetic CSV workflow. An opt-in Oxford measured-current example has separate data licensing and stated approximation limits.
- Next action
- Run the supplied CSV example, inspect the holdout score and distinguish bounded projections from measured lifetime.
Source snapshot · 2026-10-06
Pinned source 65df747 Published checks
What this does not establish
Empirical curve fits, not electrochemical or safety models. Bundled LFP/NMC data are synthetic; an EOL outside the supported window remains unavailable.
Evidence associated with a tagged release or historical CI run does not automatically validate later commits. Review the exact source, environment and assumptions used for any reproduced result.
Read the shared evidence vocabulary →
Evidence snapshot
Reviewed 2026-11-12; evidence records retain their own scope and dates.
- Documentation snapshot
- 2026-10-06 · 65df747 ·
65df747ccf1ff0d2427ab8ba321b4c6839d0ad3b - Portfolio source record
- 33 results · executed-upstream · bf62fff ·
bf62fff47e3e8759622c346bd66ae484e0c0ee8c - Current release
- v0.2.0 · published 2026-08-27 · tag target
4ac3869071e0e0f28cc701a6b2bbb8fe369a2a97 - Current verification
- Successful hosted run · 2026-11-10 · target
78d3de863ca65de7fe5a28911eb8167e7db9e2c4 - Repository head at 2026-10-17 inventory
630c030c806c81523554b2c40085e13424e0ca9d· inventory snapshot only