Well batteries are much much heavier and would likely be in the centre of the car for weight distribution, and you need to make the electrical connection. Changing a tyre during a race just takes a speed gun and one nut.
You just need to develop some sort of "liquid battery" and pump it in some sort of receptacle, or tank, in the car.