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