Electric automobile propulsion mechanisms are changing the automotive industry. These sophisticated systems rely on battery motors to power the wheels, providing a silent and eco-friendly driving experience. EV propulsion mechanisms typically consist of a battery pack, an actuator, a controller, and other critical components. The battery pack su