Sounds like a sleeve-bearing fan has worn out on you. Can you spy out which one is the noisemaker? Sometimes they will do it only when they've been stopped for a while and cooled off, so you might shut it down, take the cover off, and let it sit for 20 minutes or so, then boot it up and see.