Hi Arne Staal,
I have some thoughts on this...
first bring the controller to latest and greatest firmware.
second, when it fails, Note the time and please chk on the MS server event viewer if it gives you any clue.
third, if THAT AD account is working with failing device then see if during fail times, was there a brief network outage causing this issue..
Hope this helps.