Oil - right now you spray WD-40 into the inlet of the bearings and it pours out the bottom onto the garage floor, but eventually it'll be properly done with a power steering pump and a small gasoline motor.
That's an awful lot of weight and complexity to oil some bearings. I'd seriously consider a lossy type system and do it with waste motor oil or something. Just use the vacuum from the intake and burn it, most of the model airplane turbines are setup that way. Unless you're planning to drive other accessories or a lift fan with the gas motor.