Toshiba DVR19DTKB2 switches itself off

[markc]

I have a Toshiba DVR19DTKB2 which switches itself off randomly.
The fault is worse when the unit is first switched on. it may turn itself off several times in the first few minutes. it appears to get better after that.
Has anyone come across this fault & know of a possible cause?
thanks
Mark