Do a reboot by holding down the power button and home button for ten seconds. Use your iPad until you completely drain the battery and it shuts off. Recharge it back up to 100%. Before you unplug it, do another reboot. Wait five minutes then unplug it while the iPad is on.
This may recalibrate the software to the battery.