Ensuring the longevity of an electric vehicle (EV) battery is crucial for both performance. Robust diagnostic systems are essential to pinpoint potential issues early on. These systems harness a variety of sensors to continuously analyze battery characteristics, such as current. Intricate algorithms then process this data to produce a comprehensive