Sounds like a dead battery.
(There are other exciting things that I've seen like a mismatch between the software in the battery (really!) and the software in the phone, but I saw that with dodgy pre-production prototype hardware whilst they were still trying to come up with a battery design that worked at all, you really shouldn't encounter it in the field.)