PSU = Powersupply. the box in the computer with all the cables...that yes powers on the whole system.
That could be your problem...aka its a broken powersupply. either try using another PSU....or test the PSU thats in the computer right now on another PC (if possible).
or
try another video card, since you are saying you are getting a video error message, could be a damaged video card too.