Happened to me twice IIRC. I think it was after to much messing with the BIOS, then loading stable profile with very different settings.
First time cutting of power and clearing CMOS solved it, but second time I found out it will power on if I hold power button for 2-3 seconds. Then I went in the BIOS just saved the same settings again and issue was gone.