Are you using the Magic Keyboard? I’ve stopped using mine recently and have experienced a significant improvement in battery life.
You also may need to allow your iPad to go through few charge cycles to calibrate itself. This is normal behaviour. If you are restoring from a backup, this could also cause some battery drain for a day or two until it is complete.