Research papers · Posted 2026.02.24 · Publication / acceptance: author-reported
KAN-Koopman Based Rapid Detection Of Battery Thermal Anomalies With Diagnostics Guarantees
KAN-Koopman Based Rapid Detection Of Battery Thermal Anomalies With Diagnostics Guarantees
Overview
The authors combine KAN core-temperature estimation with online Koopman prediction for battery diagnostic residuals. Analytical conditions describe diagnostic guarantees, while simulation compares thermal-anomaly detection against a Koopman-only baseline.
Publication and version information
Publication, acceptance or venue information is author-reported on arXiv. The exact source wording is preserved below.
Author-supplied source information
Author-supplied information on arXiv.
9 pages, 1 figure, Accepted to The 2026 American Control Conference
Version: arXiv v2 — manuscript revision