The CPU fan makes no noise, right.

The problem is the power unit.

Some mainboard can make the hard drive, display into suspend mode, but not the power unit, expecially the fan in it.

You may want to change your power unit or the entire case if you're okay to assembly yourself.

The cost is minimum, only tens of bucks. (make sure the new power unit or case is the quiet type)