Electric automobile propulsion mechanisms are transforming the automotive industry. These advanced systems rely on battery motors to power the tires, providing a quiet and fuel-saving driving experience. EV propulsion systems typically consist of a energy storage unit, an electric motor, a converter, and other key components. The battery pack su