- what do your Windows errors show? (Event Viewer)
yes, it could be the PSU or even the wall outlet (momentary power interruption?)
.... though other items in your PC could cause the issue ... I've had a bad hard drive cable cause that kind of issue before
- Is the outlet you are using on a wall switch?
- have you test at another wall outlet?
- Are you using a UPS or a power strip?
- check all connections to hardware & psu, make sure nothing is loose or not fully seated, including the power cord in back of psu, check all connections between MB & the PC case
- what else is connected to your PC?
list hardware in your PC & OS /Windows details