Hi Katy ( and everyone else)
I have experienced this in the past. Any weakness in a battery or charging system which seems ok in the summer soon shows itself when the autumn arrives. nothing kills a battery more than cold, combined with a little bit more work to do. mine was diagnosed by Atlantic Motorhomes.
Nozzi