Research papers · 2024.11
Gaussian process-based online health monitoring and fault analysis of lithium-ion battery systems from field data
Gaussian process-based online health monitoring and fault analysis of lithium-ion battery systems from field data
Overview
Gaussian-process resistance models separate aging trends from operating-point effects in field battery data. Probabilistic rules and recursive inference support cell-level fault analysis and efficient monitoring of large telemetry streams.
Author-supplied source information
Author-supplied information on arXiv.
Cell Reports Physical Science, 102258 (2024)
This version is outdated. The final version is published as open access journal article: https://doi.org/10.1016/j.xcrp.2024.102258
Version: arXiv v3 — manuscript revision