Electric EV propulsion systems are changing the automotive industry. These advanced systems rely on battery motors to power the wheels, providing a quiet and eco-friendly driving experience. EV propulsion mechanisms typically consist of a power source, an actuator, a controller, and other essential components. The battery pack supplies the energ