If so, the power supply remains running all the time and your fault description could indicate that the auto protection circuit on one of the voltages may be operating, I suggest you switch it off at the mains whenever you shut it down. if that improves the matter then get a new PSU.
Does the PSU get quite hot too ? You might have one of those flammable ones ....
