Black & Decker drill charger not charging battery...?

We have a 12V portable drill with attachable plug-in charger. We use it maybe twice a year, but it is 10 years old. We plugged it in today in multiple outlets and it's not charging--no light on charger nor charging battery. Any ideas before we go and buy a new battery? Thanks.