I would not do it. I think it would make things too complicated, and like I said, it woud be cheaper to just buy another battery. Also, unless you are going to charge them independently, meaning, disconnect, charge one, then the other, you are going to need a 24 volt charger. Just another piece to throw in for hassle factor.