Electric automobile propulsion mechanisms are changing the automotive industry. These cutting-edge systems rely on electric motors to power the wheels, providing a silent and fuel-saving driving experience. EV propulsion technologies typically consist of a energy storage unit, an electric motor, a converter, and other key components. The battery