|Disconnect PC from mains socket.|
Press & hold in the front power button for 20 seconds, then release it.
Plug the PC back into the mains socket.
Try turning it on at front power button.
If that still doesn't work, you very likely need a new PSU.
When choosing a new PSU, take the opportunity to choose a more powerful one (ie higher output wattage).