Liquid rocket engines use separate tanks to keep the gasoline as well as the oxidizer, which might be pumped in to the engine and burned to build thrust. They are a lot more elaborate and need far more routine maintenance, but they can be very easily shut off and restarted, earning them much more flexible and less complicated to manage. Steam en