PC's dont like damp places. There may be moisture in several of the key components.
Try taking the case cover off and looking at the fan as the system powers up. If there has been any moisture introduced, it may have found its way into the fan bearings. If it is slow, take it off and give the bearings a squirt of silicon lube, or replace altogether.