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
8d230473ada30cfd856414f35fcc9d12be5a01bb· current-main snapshot- Reviewed at
- 2026-09-16T20:13:45Z
- 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 · 2026-09-16
Pinned source 8d23047 ↗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.