It seems as u have said that u have checked your Power Button and working fine. Go for a proper dusting with an Air blower and see if the problem persists or not.
If it is present then it smells as if the North Bridge Chip of ur MOBO might ge faulty....diagnos ur Mobo with a good technician
If it is present then it smells as if the North Bridge Chip of ur MOBO might ge faulty....diagnos ur Mobo with a good technician