We know water can be split into hydrogen and oxygen .So why cant we make a car to burn the split water?

Water = hydrogen + Oxygen .Why cant we make a system wherein the water is split and the resulting Gas can be used to burn as Fuel.the electricity for the splitting can be generated by a battery initially which can get charged as the vehicle is moving.