All this talk off PSU's is getting silly. It's obviously a software problem when Windows decides to restart by it self. If it would just cut the power and restart it could be the PSU but OPs computer doesn't do that. I think you have some malware in there. If Malwarebytes Anti-Malware, Spybot - Search & Destroy and maybe Ccleaner doesn't fix it I give up. It would have been easier to diagnose and fix if it would actually produce an error.
Alternatively you could get some obscure Linux benchmark live-CD to stress-test your hardware all in one to see if anything fails. I have no idea what it would be called but I'm pretty something like that exists. It sounds to me like your hardware is fine though.
Alternatively you could get some obscure Linux benchmark live-CD to stress-test your hardware all in one to see if anything fails. I have no idea what it would be called but I'm pretty something like that exists. It sounds to me like your hardware is fine though.