I run mine both at the same time. The reason you wouldn't want to if they are different capacities is one will eventually start to drain, and the other will try to charge it back up! Obviously not ideal.
You run 2 RC packs, right? That should be good for at least 6-8 hours, longer than any show I've ever taped!! For festivals you'll have to recharge between sets, or buy more batts.