Ensuring the longevity of an electric vehicle (EV) battery is crucial for both efficiency. Robust assessment systems are essential to pinpoint potential problems early on. These systems harness a variety of components to periodically analyze battery variables, such as voltage. Advanced algorithms then interpret this data to derive a comprehensive s