The fire was reported around 7:45 a.m. Wednesday at the Naval shipyard at 21st and Constitution Avenue.
The view from Chopper 6 showed firefighters gathered around a large blue crane at the facility.
Officials say a worker was hospitalized after smoke filled the crane. His condition has not been released.
The cause of the fire remains under investigation.