Electric vehicle propulsion mechanisms are revolutionizing the automotive industry. These advanced systems rely on electric motors to power the axles, providing a quiet and eco-friendly driving experience. EV propulsion systems typically consist of a battery pack, an electric motor, a inverter, and other essential components. The battery pack su