Electric automobile propulsion mechanisms are transforming the automotive industry. These sophisticated systems rely on electric motors to power the tires, providing a smooth and fuel-saving driving experience. EV propulsion mechanisms typically consist of a battery pack, an electric motor, a converter, and other essential components. The batter