Diesel-electric vehicles (running the diesel engine all the time to run generators, which in turn run electric motors) have been the standard set-up on railroad locomotives in many parts of the world since before we were born. They are rather big and bulky for automobiles, and that's why they haven't been used much for individual automobile designs.