So the most likely things (though not all) are:
Bad Power Supply
Bad Ram
Defective cooling system for CPU
Suggestions would be:
Trying another power supply that you know works, just to be able to test it.
Running Memtest on the RAM
Open case and see if CPU fan is spinning happily away and see if everything else looks OK in there. Any strange odors or glowing?
That will help us along.