Electric automobile propulsion mechanisms are transforming the automotive industry. These sophisticated systems rely on electric motors to power the tires, providing a smooth and eco-friendly driving experience. EV propulsion technologies typically consist of a energy storage unit, an traction motor, a converter, and other critical components. T