Start out with your zeppelin full of hydrogen. Feed the hydrogen into the fusion reactor to produce power to run the engines. Feed the resulting helium back into the gas cells to maintain buoyancy.
"Catch a wave and you're sitting on top of the world." - The Beach Boys