Check all cables and fuses.
This sounds a little odd but sometimes works. Remove the power cable, hold the power-button down for 30 seconds, reconnect power cable, switch on.
If that doesn't work disconnect all but VGA mouse and keyboard and then try.
If still no luck, it could be a failing or failed power supply.