EDIT: I have made sure all power switches we're correctly turned on and I have tried different power cables from the PC to the AC.
Then you are probably correct with your diagnosis of PSU failure
Have you tested the mains socket by plugging in something else?
Motherboard failure could also cause a Totaly dead PC.
You may get better replies when the FE moves this thread to the Help room.