As long as you have power to it when the key is off i don't see why not. But i know most machines the key has to be on to have power to the plug. another option would be to wire in a 2 prong trailer like plug(the same that comes with the solar chargers) and just hook it straight to the bat under the seat. then all you have to do is plug it in.