I just spoke to them. They said this can be used in a vehicle application and it will run it just like any other battery. They use it on a 10.5:1 500 cid motor. It can be charged with a normal 12 volt alternator. They suggested the 16 cell battery: http://www.aerovoltz.com/av16.html

Sounds like this would work!