Research papers · Posted 2025.09.03 · Publication / acceptance: author-reported
AI Safety Assurance in Electric Vehicles: A Case Study on AI-Driven SOC Estimation
AI Safety Assurance in Electric Vehicles: A Case Study on AI-Driven SOC Estimation
Overview
Using battery SOC estimation, the study examines independent assessment of an EV AI component through ISO 26262 and ISO/PAS 8800. Sensor-input fault injection explores robustness and evidence relevant to the extended assessment process.
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.
12 pages, 9 figures, EVS38, https://evs38-program.org/en/evs-38-proceedings/all
Version: arXiv v1 — manuscript revision