I have the rechargeable battery packs and the charger cradle they sit in.
They have never went dead.
I only have 1 Wiimote, and I don't use the pack that came with it.
Just use rechargeable batteries (I've always used them in heaps of stuff anyway).
But I've never seen batteries die in half an hour