They say the presence of ghosts can drain batteries
Hey, it's Halloween season after all.
But more than likely it is as bgalbrecht says.
I had a problem with charging my cellphone when we first moved into our house. It would show a full charge and then die before the day was through. Come to find out the outlet I used had been installed with polarity reversed which apparently played havoc with charging the battery... maybe something to check as well.