When it has turned itself off, do you hear a feint ticking noise from inside the TV? (a bit like the high-pitched noise a camera flash makes, but repeatedly).
If so, it's probably the power supply - it has a safety trip circuit which resets the supply if it overloads. This is a second stage safety-measure for when something else has gone wrong.
Sounds like a repair job!