It could possibly be overheating. I haven't had issues with my ps3 before so I don't know for sure, but usually if the screen shuts off and the fan goes hard on anything, it's due to overheating.
Try cleaning the bottom/back of the console to pick up dust (could be clogging the vents).
Stop typing faster than me Ike