I've experienced this. Does your battery stats page look a bit like this?
What charger AND USB cable are you using to charge the device? While I was using the bundled LG charger at the time, I was using an old HTC MicroUSB cable I had from a previous device when I encountered this problem. When I used the bundled LG MicroUSB cable instead, the device charged normally.