When I shut down the plane, my EFIS went through the normal shut down procedure, but when it completed and turned off, it starting right back up and again, going through the normal start up procedure. I had to disconnect the backup battery to kill the power and shut it down.

Do you think this is a software/SD card issue or possibly a backup battery that is starting to go bad? I