Does the noise occur when you move your steering wheel? Then this could be the culprit. The belt in your steering wheel could have come loose and this could be the reason for the whining noise. If this is the case, it is simple to have this belt tightened.
The whining sound could also be caused by a leak within your power steering system, if this closed system is leaking fluid it could cause catastrophic failure.