If you leave the oven to go cold, does the oven turn on again with the display.
If it does then it is possibly the cooker isolator switch arcing and so stopping supply when it gets hot.You will need an electrician if you are not comfortable messing with electrics.
Regards
Antric
Antric, May 2009