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.
There is one way to find out if a man is honest -- ask him. If he says "Yes" you know he is crooked. -- Groucho Marx