Electric vehicle propulsion mechanisms are transforming the automotive industry. These cutting-edge systems rely on AC motors to power the tires, providing a quiet and fuel-saving driving experience. EV propulsion mechanisms typically consist of a energy storage unit, an electric motor, a controller, and other critical components. The battery pa