Identification of coherent structures in the flow past a NACA0012 airfoil via proper orthogonal decomposition

Proper orthogonal decomposition, POD, is employed to identify coherent structures in the turbulent flow past a NACA0012 airfoil. An analysis of different POD techniques is presented including the standard snapshot method, the spectral POD (SPOD) method, and a Fourier-POD implementation combined with the SPOD. The latter technique is viable once the present turbulent flow has a homogeneous direction along the airfoil span. An assessment of different vector norms and filter functions employed in the POD reconstruction is presented. The evaluation of the several POD techniques allows the investigation of the physics of the current turbulent flow including the observation of coherent structures and their relation to the airfoil noise generation mechanisms. The SPOD technique is applied assuming periodic and non-periodic temporal signals in the construction of the covariance matrix. Although it slightly alters the spectrum of the POD singular values, the periodic SPOD considerably reduces the noise observed in...

[1]  Kenneth C. Hall,et al.  EIGENANALYSIS OF UNSTEADY FLOW ABOUT AIRFOILS, CASCADES, AND WINGS , 1994 .

[2]  A. Roshko,et al.  On density effects and large structure in turbulent mixing layers , 1974, Journal of Fluid Mechanics.

[3]  B. Podvin A proper-orthogonal-decomposition–based model for the wall layer of a turbulent channel flow , 2009 .

[4]  T. Colonius,et al.  Turbulence and Sound-Field POD Analysis of a Turbulent Jet , 2009 .

[5]  Christian Oliver Paschereit,et al.  Spectral proper orthogonal decomposition , 2015, Journal of Fluid Mechanics.

[6]  S. Lele Compact finite difference schemes with spectral-like resolution , 1992 .

[7]  A. Hussain Coherent structures—reality and myth , 1983 .

[8]  Brian J. Cantwell,et al.  Organized Motion in Turbulent Flow , 1981 .

[9]  A. Hussain,et al.  Coherent structures and turbulence , 1986, Journal of Fluid Mechanics.

[10]  Pierre Sagaut,et al.  Large-Eddy Simulation for Acoustics: Contributors , 2007 .

[11]  W. Wolf,et al.  Effects of trailing edge bluntness on airfoil tonal noise at low Reynolds numbers , 2016 .

[12]  Sanjiva K. Lele,et al.  Effects of mean flow convection, quadrupole sources and vortex shedding on airfoil overall sound pressure level , 2013 .

[13]  J. Williams,et al.  Aerodynamic sound generation by turbulent flow in the vicinity of a scattering half plane , 1970, Journal of Fluid Mechanics.

[14]  Joel H. Ferziger,et al.  A robust high-order compact method for large eddy simulation , 2003 .

[15]  P. Holmes,et al.  Application of dynamical system theory to coherent structures in the wall region and Noise induced intermittency in a model of a turbulent boundary layer , 1989 .

[16]  S. Lele,et al.  Trailing-Edge Noise Predictions Using Compressible Large-Eddy Simulation and Acoustic Analogy , 2012 .

[17]  P. Moin,et al.  Computation of Trailing-Edge Flow and Noise Using Large-Eddy Simulation , 2000 .

[18]  Thomas F. Brooks,et al.  Airfoil self-noise and prediction , 1989 .

[19]  Clarence W. Rowley,et al.  Modeling, Simulation, and Control of Cavity Flow Oscillations , 2002 .

[20]  L. Sirovich Turbulence and the dynamics of coherent structures. I. Coherent structures , 1987 .

[21]  S. Lele,et al.  LARGE EDDY SIMULATION OF FREE-STREAM TURBULENCE EFFECTS ON HEAT TRANSFER TO A HIGH PRESSURE TURBINE CASCADE , 2010, Proceeding of Sixth International Symposium on Turbulence and Shear Flow Phenomena.

[22]  D. Lilly,et al.  A proposed modification of the Germano subgrid‐scale closure method , 1992 .

[23]  Joel H. Ferziger,et al.  Leading-edge effects in bypass transition , 2007, Journal of Fluid Mechanics.

[24]  R. F. Warming,et al.  An Implicit Factored Scheme for the Compressible Navier-Stokes Equations , 1977 .

[25]  S. Lele,et al.  Convective effects and the role of quadrupole sources for aerofoil aeroacoustics , 2012, Journal of Fluid Mechanics.

[26]  B. Podvin,et al.  On Self-Similarity in the Inner Wall Layer of a Turbulent Channel Flow , 2010 .