Issue with Hard Reset the iPAD (9.3.2) that is in Single App mode
The iPad should launch the app and stay in single-app mode when it restarts after a hard reset. That's the behavior that I get on my devices, although I can't state with certainty that the second scenario (app does not start) never happens.