deleting an "invisible" engine in editor

I tried to place an engine in a scenario using the editor. Something was wrong with the engine because only the couplers showed up. I am not concerned as much about the issue of the engine not showing as I am in trying to delete the couplers. I can not make them go away. It appears that I can not select them to delete. Does anyone know how to get rid of the "invisible engine?"