Ensuring the lifespan of an electric vehicle (EV) battery is crucial for both performance. Robust diagnostic systems are essential to pinpoint potential deterioration early on. These systems harness a variety of technologies to continuously evaluate battery parameters, such as voltage. Advanced algorithms then process this data to derive a comprehe