HT4060: iPad: Charging the batteryLearn about iPad: Charging the battery
Probably nothing. It could be a faulty charger. There's been several reports of those.
Try different outlets, and make sure the battery icon on the top right of screen has a lightning bolt through it.
If it still won't charge take it back to the Store and ask that they test the charger there. The warranty should cover a replacement.