Ensuring the longevity of an electric vehicle (EV) battery is crucial for both efficiency. Robust diagnostic systems are essential to detect potential issues early on. These systems employ a variety of sensors to continuously evaluate battery characteristics, such as voltage. Intricate algorithms th