Abstract
A class of high-order nonlinear filter schemes by Yee et al. (J Comput Phys 150:199–238, 1999), Sjögreen and Yee (J Comput Phys 225:910–934, 2007), and Kotov et al. (Commun Comput Phys 19:273–300, 2016; J Comput Phys 307:189–202, 2016) is examined for long-time integrations of computational aeroacoustics (CAA) turbulence applications. This class of schemes was designed for an improved nonlinear stability and accuracy for long-time integration of compressible direct numerical simulation and large eddy simulation computations for both shock-free turbulence and turbulence with shocks. They are based on the skew-symmetric splitting version of the high-order central base scheme in conjunction with adaptive low-dissipation control via a nonlinear filter step to help with stability and accuracy capturing at shock-free regions as well as in the vicinity of discontinuities. The central dispersion-relation-preserving schemes as well as classical central schemes of arbitrary orders fit into the framework of skew-symmetric splitting of the inviscid flux derivatives. Numerical experiments on CAA turbulence test cases are validated.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig5_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig6_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig7_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig8_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig9_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig10_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig11_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig12_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig13_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig14_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig15_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig16_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig17_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig18_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig19_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig20_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig21_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig22_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig23_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig24_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig25_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00193-019-00925-z/MediaObjects/193_2019_925_Fig26_HTML.png)
Similar content being viewed by others
References
Martín, M.P., Taylor, E.M., Wu, M., Weirs, V.G.: A bandwidth-optimized WENO scheme for the effective direct numerical simulation of compressible turbulence. J. Comput. Phys. 220, 270–289 (2006). https://doi.org/10.1016/j.jcp.2006.05.009
Fu, L., Hu, X.Y., Adams, N.A.: A family of high-order targeted ENO schemes for compressible-fluid simulations. J. Comput. Phys. 305, 333–359 (2016). https://doi.org/10.1016/j.jcp.2015.10.037
Subramaniam, A., Wong, M.L., Lele, S.K.: A high-order and high-resolution nonlinear weighted compact scheme for compressible flows involving shocks and turbulence. 23rd AIAA Computational Fluid Dynamics Conference, Denver, CO, AIAA Paper 2017-4108 (2017). https://doi.org/10.2514/6.2017-4108
Pirozzoli, S.: Numerical methods for high-speed flows. Ann. Rev. Fluid Mech. 43(1), 163–194 (2011). https://doi.org/10.1146/annurev-fluid-122109-160718
Yee, H.C., Sandham, N.D., Djomehri, M.J.: Low-dissipative high-order shock-capturing methods using characteristic-based filters. J. Comput. Phys. 150(1), 199–238 (1999). https://doi.org/10.1006/jcph.1998.6177
Sjögreen, B., Yee, H.C.: Multiresolution wavelet based adaptive numerical dissipation control for high order methods. J. Sci. Comput. 20(2), 211–255 (2004). https://doi.org/10.1023/b:jomp.0000008721.30071.e4
Yee, H.C., Sjögreen, B.: Development of low dissipative high order filter schemes for multiscale Navier–Stokes/MHD systems. J. Comput. Phys. 225, 910–934 (2007). https://doi.org/10.1016/j.jcp.2007.01.012
Kotov, D.V., Yee, H.C., Wray, A.A., Hadjadj, A., Sjögreen, B.: High order numerical methods for the dynamic SGS model of turbulent flows with shocks. Commun. Comput. Phys. 19, 273–300 (2016). https://doi.org/10.4208/cicp.211014.040915a
Kotov, D.V., Yee, H.C., Wray, A.A., Sjögreen, B., Kritsuk, A.G.: Numerical dissipation control in high order shock-capturing schemes for LES of low speed flows. J. Comput. Phys. 307, 189–202 (2016). https://doi.org/10.1016/j.jcp.2015.11.029
Yee, H.C., Vinokur, M., Djomehri, M.J.: Entropy splitting and numerical dissipation. J. Comput. Phys. 162(1), 33–81 (2000). https://doi.org/10.1006/jcph.2000.6517
Sjögreen, B., Yee, H.C., Kotov, D.: Skew-symmetric splitting and stability of high order central schemes. J. Phys.: Conf. Ser. 837, 012019 (2017). https://doi.org/10.1088/1742-6596/837/1/012019
Sjögreen, B., Yee, H.C.: Skew-symmetric splitting for multiscale gas dynamics and MHD turbulence flows. J. Sci. Comput. (2018)
Sjögreen, B., Yee, H.C.: On high order entropy conservative numerical flux for multiscale gas dynamics and MHD simulations. Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2016, pp. 407–421. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-65870-4_29
Sjögreen, B., Yee, H.C.: High order entropy conservative central schemes for wide ranges of compressible gas dynamics and MHD flows. J. Comput. Phys. 364, 153–185 (2018). https://doi.org/10.1016/j.jcp.2018.02.003
Sjögreen, B., Yee, H.C.: Accuracy consideration by DRP schemes for DNS and LES of compressible flow computations. Comput. Fluids 159, 123–136 (2017). https://doi.org/10.1016/j.compfluid.2017.09.017
Yee, H.C., Sjögreen, B.: High order filter methods for wide range of compressible flow speeds. In: Lecture Notes in Computational Science and Engineering, vol. 76, pp. 327–337. Springer, Berlin (2011). https://doi.org/10.1007/978-3-642-15337-2_30
Harten, A.: The artificial compression method for computation of shocks and contact discontinuities: III. Self-adjusting hybrid schemes. Math. Comp. 32, 363–389 (1978). https://doi.org/10.1090/S0025-5718-1978-0489360-X
Arakawa, A.: Computational design for long-term numerical integration of the equations of fluid motion: Two-dimensional incompressible flow. Part I. J. Comput. Phys. 1, 119–143 (1966). https://doi.org/10.1016/0021-9991(66)90015-5
Blaisdell, G.A., Spyropoulos, E.T., Qin, J.H.: The effect of the formulation of nonlinear terms on aliasing errors in spectral methods. Appl. Number. Math. 21(3), 207–219 (1996). https://doi.org/10.1016/0168-9274(96)00005-0
Ducros, F., Laporte, F., Soulères, T., Guinot, V., Moinat, P., Caruelle, B.: High-order fluxes for conservative skew-symmetric-like schemes in structured meshes: Application to compressible flows. J. Comput. Phys. 161, 114–139 (2000). https://doi.org/10.1006/jcph.2000.6492
Sjögreen, B., Yee, H.C.: On skew-symmetric splitting and entropy conservation schemes for the Euler equations. In: Numerical Mathematics and Advanced Applications 2009, pp. 817–827. Springer, Cham (2010). https://doi.org/10.1007/978-3-642-11795-4_88
Sandham, N.D., Li, Q., Yee, H.C.: Entropy splitting for high-order numerical simulation of compressible turbulence. J. Comput. Phys. 178, 307–322 (2002). https://doi.org/10.1006/jcph.2002.7022
Emmert, T., Lafon, P., Bailly, C.: Numerical study of self-induced transonic flow oscillations behind a sudden duct enlargement. Phys. Fluids 21(10), 106105 (2009). https://doi.org/10.1063/1.3247158
Yee, H.C., Sjögreen, B.: Recent developments in accuracy and stability improvement of nonlinear filter methods for DNS and LES of compressible flows. Comput. Fluids 169, 331–348 (2018). https://doi.org/10.1016/j.compfluid.2017.08.028
Yee, H.C., Sjögreen, B.: Adaptive filtering and limiting in compact high order methods for multiscale gas dynamics and MHD systems. Comput. Fluids 37(5), 593–619 (2008). https://doi.org/10.1016/j.compfluid.2007.07.015
Kennedy, C.A., Gruber, A.: Reduced aliasing formulations of the convective terms within the Navier–Stokes equations for a compressible fluid. J. Comput. Phys. 227(3), 1676–1700 (2008). https://doi.org/10.1016/j.jcp.2007.09.020
Pirozzoli, S.: Generalized conservative approximations of split convective derivative operators. J. Comput. Phys. 229(19), 7180–7190 (2010). https://doi.org/10.1016/j.jcp.2010.06.006
Sjögreen, B., Yee, H.C.: Two Decades Old Entropy Stable Method for the Euler Equations Revisited. Proceedings of the ICOSAHOM-2018, July 9–13, London, UK (2018)
Tam, C.K.W.: A CAA primer for practicing engineers. Technical Report AEDC-TR-08-2, Arnold Engineering Development Center, Arnold Air Force Base (2008)
De Roeck, W., Desmet, W., Baelmans, M., Sas, P.: An overview of high-order finite difference schemes for computational aeroacoustics. Proceedings of the International Conference on Noise and Vibration Engineering, pp. 353–368 (2004)
Tam, C.K.W.: Computational Aeroacoustics: A Wave Number Approach. Cambridge Aerospace Series. Cambridge University Press, Cambridge (2012). https://doi.org/10.1017/CBO9780511802065
Brambley, E.J.: Optimized finite-difference (DRP) schemes perform poorly for decaying or growing oscillations. J. Comput. Phys. 324, 258–274 (2016). https://doi.org/10.1016/j.jcp.2016.08.003
Haras, Z., Ta’asan, S.: Finite difference schemes for long-time integration. J. Comput. Phys. 114, 265–279 (1994). https://doi.org/10.1006/jcph.1994.1165
Yee, H.C., Klopfer, G.H., Montagné, J.-L.: High-resolution shock-capturing schemes for inviscid and viscous hypersonic flows. J. Comput. Phys. 88(1), 31–61 (1990). https://doi.org/10.1016/0021-9991(90)90241-R
Kotov, D.V., Yee, H.C., Panesi, M., Prabhu, D.K., Wray, A.A.: Computational challenges for simulations related to the NASA electric arc shock tube (EAST) experiments. J. Comput. Phys. 269, 215–233 (2014). https://doi.org/10.1016/j.jcp.2014.03.021
Zhang, S., Jiang, S., Zhang, Y.-T., Shu, C.-W.: The mechanism of sound generation in the interaction between a shock wave and two counter-rotating vortices. Phys. Fluids 21(7), 076101 (2009). https://doi.org/10.1063/1.3176473
Acknowledgements
Funding was provided by Ames Research Center (Grant No. 1009492.02.01.01.05.02).
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by C.-H. Chang.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Sjögreen, B., Yee, H.C. & Wray, A.A. Skew-symmetric splitting of high-order central schemes with nonlinear filters for computational aeroacoustics turbulence with shocks. Shock Waves 29, 1117–1132 (2019). https://doi.org/10.1007/s00193-019-00925-z
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00193-019-00925-z