Crash/Shutdown 5 min into game

I have an Alien X51 i7 that I try to play Civ V with and about 5 minutes into the game, the computer just turns off every time. I have to unplug the power supply and simply rep lug it back in before till power back on. Do I have a bad power supply? Works perfect until I play the game (only game I have currently).