Exact same problem permanently fixed another way. Seems if the battery if left to get too low it cant recharge. Removing the batter clip worked only once for me, then never again. This is what I did...
This worked the first time for me but never again. My solution was to root the device and install "automate" to shutdown the device way before it gets too low to recharge. Hope that helps. This is how I did it...
http://forum.xda-developers.com/memo-pad-7/help/help-rooting-att-asus-memo-pad-7-lte-t3303382