Boot up the desktop and hit ESC, F1, or F12 - whichever key will let you get into the BIOS settings of the machine (it should say on the POST screen).
From within here, check if you can set 'auto power times' or similar, most BIOS offer such an option, so the machine can come on by itself, at...