Electric vehicle propulsion mechanisms are changing the automotive industry. These cutting-edge systems rely on electric motors to power the wheels, providing a smooth and efficient driving experience. EV propulsion technologies typically consist of a energy storage unit, an traction motor, a inverter, and other essential components. The battery