Developments of model reduction techniques for fluid dynamics applications have been widely analyzed, motivated mainly by the need to develop low costs effective computational models capturing as much of the flow physics as possible. In this paper, we investigate the efficiency of the proper orthogonal method's application in the reconstruction of the swirling flow velocity field in a particular hydraulic machinery problem. The example show that the basic flow characteristics can be successfully regained using the POD procedure with limited computational and storage capabilities.