Electric EV propulsion mechanisms are transforming the automotive industry. These advanced systems rely on battery motors to power the wheels, providing a quiet and fuel-saving driving experience. EV propulsion systems typically consist of a energy storage unit, an electric motor, a inverter, and other key components. The battery pack supplies t