iPad air two
m My iPad Air keeps shutting down on me when it has plenty of battery life And displays the battery icon with the plug on the black screen it does not turn back on until I plug it in
iPad Air 2, iOS 13
You should make an appointment at an Apple a store or an authorized service center and have the device evaluated.