Computer shuts off

Can I be working on my system and then it shuts itself off. I’m thinking could it be one of the fans? I have a Gateway system, Windows XP and this is very frustrating! I did everything I know how to do.. defrag, made more room on my hard drive by removing stuff I don’t use, I did “clean up disk”… I need help!