Ensuring the durability of an electric vehicle (EV) battery is crucial for both performance. Robust diagnostic systems are essential to identify potential deterioration early on. These systems harness a variety of sensors to periodically monitor battery characteristics, such as voltage. Advanced algorithms then process this data to derive a compreh