Possibly a failing psu !
If still under warranty,send it back.
If not still under warranty,its time to look inside the case.
Check all the fans are clear of dust and any residue.
How old is this system ?
If out of warranty and you wish to open the case and try a few things,post back.
Beaware if under warranty and you open the case...you may void the warranty.