I've the same issue with my new Ipad Air and using the original charger.
It starts to charges then after a while it stops and issue the incompatible charger msg. Then I unplug and plug again and it starts charging again.
Know the trick thing is, I've exchange the chargers from my other IPad mini and none of the ipads gave any charging issue, they charged till full.
I see no logic on this.