Electric vehicle propulsion systems are revolutionizing the automotive industry. These advanced systems rely on battery motors to power the axles, providing a silent and fuel-saving driving experience. EV propulsion technologies typically consist of a energy storage unit, an actuator, a converter, and other critical components. The battery pack