Would it be practical for them to switch to a gas turbine engine to power the generators?
I had the same thought about gas turbines similar to the ones that power the M1 main battle tanks. Probably have to be a bit larger, but they should work.
My guess is not, mostly because of the massive infrastructure already in place to support diesels. Switching to a turbine means discarding all of that and building new.