LOL, I am going to look into a better PSU, but it actually wasn't the problem. I took the whole PC apart and removed the motherboard. I turned the mobo upside down and a little gold-colored metal piece fell out. I'm not sure what it was for but it seems to be running fine now.
Thanks to all of you for your help.