Is it loose?
A case fan or the fan on the processor heat sink? It could be your GPU fan too.
dunno I'd open it up but then I'd have to turn it off and go without computer for a few minutes
Unplug the all the fans and submerge the tower in a tub of water. Water cooling is a great silent alternative.
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