Electric automobile propulsion systems are changing the automotive industry. These cutting-edge systems rely on battery motors to power the tires, providing a quiet and eco-friendly driving experience. EV propulsion mechanisms typically consist of a battery pack, an actuator, a inverter, and other critical components. The battery pack supplies t