Craftsmen were sent to add oil to #6 compressor at the air barn. Upon completion of service craftmen removed their locks and put the compressor back on line. Craftsmen were outside of the building when they heard a loud bang and then saw smoke coming from the air barn building. Supervisor and main gate guards notified and dispatched internal and external emergency services.