|What make and model are these PCs?|
Also how old are they?
If these are fairly old PCs then look for the possibility of leaking / bulging capacitors.
What you are describing is symptomatic of those problems
Google for: leaking / bulging capacitors
Also look here:
☺ When everything else fails, read the instructions.