Electric vehicle propulsion technologies are transforming the automotive industry. These cutting-edge systems rely on battery motors to power the axles, providing a smooth and eco-friendly driving experience. EV propulsion mechanisms typically consist of a battery pack, an electric motor, a converter, and other essential components. The battery