That would make sense if all things are equal, but there are efficiency issues here. Having to take the extra step to convert the fossil fuels into electricity first (plus the later battery storage) means the same fossil fuels don't deliver as much power to the vehicles. That said, it's probably a wise move to move to electricity powered vehicles anyway because of the slow shift to reusables.