Convergence to Steady-State Solutions of the New Type of High-Order Multi-resolution WENO Schemes: a Numerical Study

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  • 1 College of Science, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, Jiangsu, China;
    2 Division of Applied Mathematics, Brown University, Providence, RI 02912, USA

Received date: 2019-05-02

  Revised date: 2019-08-09

  Online published: 2020-05-12

Abstract

A new type of high-order multi-resolution weighted essentially non-oscillatory (WENO) schemes (Zhu and Shu in J Comput Phys, 375: 659–683, 2018) is applied to solve for steady-state problems on structured meshes. Since the classical WENO schemes (Jiang and Shu in J Comput Phys, 126: 202–228, 1996) might sufer from slight post-shock oscillations (which are responsible for the residue to hang at a truncation error level), this new type of high-order fnite-diference and fnite-volume multi-resolution WENO schemes is applied to control the slight post-shock oscillations and push the residue to settle down to machine zero in steady-state simulations. This new type of multi-resolution WENO schemes uses the same large stencils as that of the same order classical WENO schemes, could obtain ffth-order, seventh-order, and ninth-order in smooth regions, and could gradually degrade to frst-order so as to suppress spurious oscillations near strong discontinuities. The linear weights of such new multi-resolution WENO schemes can be any positive numbers on the condition that their sum is one. This is the frst time that a series of unequal-sized hierarchical central spatial stencils are used in designing high-order fnitediference and fnite-volume WENO schemes for solving steady-state problems. In comparison with the classical ffth-order fnite-diference and fnite-volume WENO schemes, the residue of these new high-order multi-resolution WENO schemes can converge to a tiny number close to machine zero for some benchmark steady-state problems.

Cite this article

Jun Zhu, Chi, Wang Shu . Convergence to Steady-State Solutions of the New Type of High-Order Multi-resolution WENO Schemes: a Numerical Study[J]. Communications on Applied Mathematics and Computation, 2020 , 2(3) : 429 -460 . DOI: 10.1007/s42967-019-00044-7

References

1. Abgrall, R.:Multiresolution analysis on unstructured meshes:application to CFD. In:Morton, K.W., et al. (eds.) Numerical Methods for Fluid Dynamics V. Proceedings of the Conference, Oxford, UK, April 1995, pp. 271-277. Clarendon, Oxford (1995)
2. Abgrall, R.:Multiresolution analysis on unstructured meshes:application to CFD. In:Chetverushkin, B. N., et al. (eds.) Experimentation, Modelling and Computation in Flow, Turbulence and Combustion. Vol. 2. Proceedings of the 3rd French-Russian-Uzbek Workshop on Fluid Dynamics, Tashkent, Uzbekistan, April 23-28, 1995. Chichester:Wiley. CMAS:Computational Methods in Applied Sciences, pp. 147-156 (1997)
3. Abgrall, R., Harten, A.:Multiresolution representation in unstructured meshes. SIAM J. Numer. Anal. 35(6), 2128-2146 (1998)
4. Borges, R., Carmona, M., Costa, B., Don, W.S.:An improved weighted essentially non-oscillatory scheme for hyperbolic conservation laws. J. Comput. Phys. 227, 3191-3211 (2008)
5. Bürger, R., Kozakevicius, A.:Adaptive multiresolution WENO schemes for multi-species kinematic fow models. J. Comput. Phys. 224, 1190-1222 (2007)
6. Capdeville, G.:A central WENO scheme for solving hyperbolic conservation laws on non-uniform meshes. J. Comput. Phys. 227, 2977-3014 (2008)
7. Casper, J.:Finite-volume implementation of high-order essentially nonoscillatory schemes in two dimensions. AIAA J. 30, 2829-2835 (1992)
8. Casper, J., Atkins, H.-L.:A fnite-volume high-order ENO scheme for two-dimensional hyperbolic systems. J. Comput. Phys. 106, 62-76 (1993)
9. Castro, M., Costa, B., Don, W.S.:High order weighted essentially non-oscillatory WENO-Z schemes for hyperbolic conservation laws. J. Comput. Phys. 230, 1766-1792 (2011)
10. Chiavassa, G., Donat, R., Müller, S.:Multiresolution-based adaptive schemes for hyperbolic conservation laws. In:Plewa, T., Linde, T., Weiss, V.G. (eds.) Adaptive Mesh Refnement-Theory and Applications. Lecture Notes in Computational Science and Engineering, vol. 41, pp. 137-159. Springer, Berlin (2003)
11. Dahmen, W., Gottschlich-Müller, B., Müller, S.:Multiresolution schemes for conservation laws. Numer. Math. 88, 399-443 (2001)
12. Dumbser, M., Käser, M.:Arbitrary high order non-oscillatory fnite volume schemes on unstructured meshes for linear hyperbolic systems. J. Comput. Phys. 221, 693-723 (2007)
13. Friedrichs, O.:Weighted essentially non-oscillatory schemes for the interpolation of mean values on unstructured grids. J. Comput. Phys. 144, 194-212 (1998)
14. Godunov, S.K.:A fnite-diference method for the numerical computation of discontinuous solutions of the equations of fuid dynamics. Matthematicheskii Sbornik 47, 271-290 (1959)
15. Gottlieb, S., Shu, C.-W., Tadmor, E.:Strong stability preserving high order time discretization methods. SIAM Rev. 43, 89-112 (2001)
16. Hao, W., Hauenstein, J.D., Shu, C.-W., Sommese, A.J., Xu, Z., Zhang, Y.-T.:A homotopy method based on WENO schemes for solving steady state problems of hyperbolic conservation laws. J. Comput. Phys. 250, 332-346 (2013)
17. Harten, A.:High resolution schemes for hyperbolic conservation laws. J. Comput. Phys. 49, 357-393 (1983)
18. Harten, A.:Preliminary results on the extension of ENO schemes to two-dimensional problems. In:Carasso, C., et al. (eds.) Proceedings, International Conference on Nonlinear Hyperbolic Problems, Saint-Etienne, 1986. Lecture Notes in Mathematics, pp. 23-40. Springer-Verlag, Berlin (1987)
19. Harten, A.:Multi-resolution analysis for ENO schemes, Institute for Computer Applications in Science and Engineering, NASA Langley Research Center, Hampton, Virginia 23665-5225, Contract No. NAS1-18605 (1991)
20. Harten, A.:Discrete multi-resolution analysis and generalized wavelets. Appl. Numer. Math. 12, 153-192 (1993)
21. Harten, A.:Adaptive multiresolution schemes for shock computations. J. Comput. Phys. 115, 319-338 (1994)
22. Harten, A.:Multiresolution algorithms for the numerical solution of hyperbolic conservation laws. Commun. Pure Appl. Math. 48, 1305-1342 (1995)
23. Harten, A.:Multiresolution representation of data:a general framework. SIAM J. Numer. Anal. 33, 1205-1256 (1996)
24. Harten, A., Engquist, B., Osher, S., Chakravarthy, S.:Uniformly high order accurate essentially nonoscillatory schemes III. J. Comput. Phys. 71, 231-323 (1987)
25. Hu, C., Shu, C.-W.:Weighted essentially non-oscillatory schemes on triangular meshes. J. Comput. Phys. 150, 97-127 (1999)
26. Jameson, A.:Steady state solutions of the Euler equations for transonic fow. In:Meyer, R.E.(ed.) Transonic, Shock, and Multidimensional Flows Advances in Scientifc Computing, pp. 37-70. Academic, Oxford (1982)
27. Jameson, A.:Artifcial difusion, upwind biasing, limiters and their efect on accuracy and multigrid convergence in transonic and hypersonic fows. In:AIAA Paper, pp 93-3359 (1993)
28. Jameson, A.:A perspective on computational algorithms for aerodynamic analysis and design. Prog. Aerosp. Sci. 37, 197-243 (2001)
29. Jameson, A., Schmidt, W., Turkel, E.:Numerical solution of the Euler equations by fnite volume methods using Runge-Kutta time-stepping schemes. In:AIAA Paper (1981-1259)
30. Jiang, G.S., Shu, C.-W.:Efcient implementation of weighted ENO schemes. J. Comput. Phys. 126, 202-228 (1996)
31. Levy, D., Puppo, G., Russo, G.:Central WENO schemes for hyperbolic systems of conservation laws, M2AN. Math. Model. Numer. Anal. 33, 547-571 (1999)
32. Levy, D., Puppo, G., Russo, G.:Compact central WENO schemes for multidimensional conservation laws. SIAM J. Sci. Comput. 22(2), 656-672 (2000)
33. Liu, X.D., Osher, S., Chan, T.:Weighted essentially non-oscillatory schemes. J. Comput. Phys. 115, 200-212 (1994)
34. Osher, S., Chakravarthy, C.:High-resolution schemes and the entropy condition. SIAM J. Numer. Anal. 21, 955-984 (1984)
35. Serna, S., Marquina, A.:Power ENO methods:a ffth-order accurate weighted power ENO method. J. Comput. Phys. 194, 632-658 (2004)
36. Shi, J., Hu, C.Q., Shu, C.-W.:A technique of treating negative weights in WENO schemes. J. Comput. Phys. 175, 108-127 (2002)
37. Shi, J., Zhang, Y.-T., Shu, C.-W.:Resolution of high-order WENO schemes for complicated fow structures. J. Comput. Phys. 186, 690-696 (2003)
38. Shu, C.-W.:Total-variation-diminishing time discretizations. SIAM J. Sci. Stat. Comput. 9, 1073-1084 (1988)
39. Shu, C.-W.:Essentially non-oscillatory and weighted essentially non-oscillatory schemes for hyperbolic conservation laws. In:Cockburn, B., Johnson, C., Shu, C.-W., Tadmor, E. (eds.) Advanced Numerical Approximation of Nonlinear Hyperbolic Equations. Lecture Notes in Mathematics, vol. 1697, pp. 325-432. Springer, Berlin (1998)
40. Shu, C.-W., Osher, S.:Efcient implementation of essentially non-oscillatory shock capturing schemes. J. Comput. Phys. 77, 439-471 (1988)
41. Shu, C.-W., Osher, S.:Efcient implementation of essentially non-oscillatory shock capturing schemes II. J. Comput. Phys. 83, 32-78 (1989)
42. Titarev, V.A., Toro, E.F.:Finite-volume WENO schemes for three-dimensional conservation laws. J. Comput. Phys. 201, 238-260 (2004)
43. Venkatakrishnan, V.:Convergence to steady state solutions of the Euler equations on unstructured grids with limiters. J. Comput. Phys. 118, 120-130 (1995)
44. Wu, L., Zhang, Y.-T., Zhang, S., Shu, C.-W.:High order fxed-point sweeping WENO methods for steady state of hyperbolic conservation laws and its convergence study. Commun. Comput. Phys. 20, 835-869 (2016)
45. Yee, H.C., Harten, A.:Implicit TVD schemes for hyperbolic conservation laws in curvilinear coordinates. AIAA J. 25, 266-274 (1987)
46. Yee, H.C., Warming, R.F., Harten, A.:Implicit total variation diminishing (TVD) schemes for steadystate calculations. J. Comput. Phys. 57, 327-360 (1985)
47. Zhang, S., Jiang, S., Shu, C.-W.:Improvement of convergence to steady state solutions of Euler equations with the WENO schemes. J. Sci. Comput. 47, 216-238 (2011)
48. Zhang, Y.-T., Shi, J., Shu, C.-W., Zhou, Y.:Numerical viscosity and resolution of high-order weighted essentially nonoscillatory schemes for compressible fows with high Reynolds numbers. Phys. Rev. E 68, 046709 (2003)
49. Zhang, S., Shu, C.-W.:A new smoothness indicator for WENO schemes and its efect on the convergence to steady state solutions. J. Sci. Comput. 31, 273-305 (2007)
50. Zhang, Y.T., Shu, C.-W.:Third order WENO scheme on three dimensional tetrahedral meshes. Commun. Comput. Phys. 5, 836-848 (2009)
51. Zhang, S., Zhang, Y.-T., Shu, C.-W.:Multistage interaction of a shock wave and a strong vortex. Phys. Fluid 17, 116101 (2005)
52. Zhang, S., Zhu, J., Shu, C.-W.:A brief review on the convergence to steady state solutions of Euler equations with high-order WENO schemes. Adv. Aerodyn. 1, 16 (2019)
53. Zhong, X., Shu, C.-W.:A simple weighted essentially nonoscillatory limiter for Runge-Kutta discontinuous Galerkin methods. J. Comput. Phys. 232, 397-415 (2013)
54. Zhu, J., Shu, C.-W.:A new type of multi-resolution WENO schemes with increasingly higher order of accuracy. J. Comput. Phys. 375, 659-683 (2018)
55. Zhu, J., Shu, C.-W.:A new type of multi-resolution WENO schemes with increasingly higher order of accuracy on triangular meshes. J. Comput. Phys. 392, 19-33 (2019)
56. Zhu, J., Zhong, X., Shu, C.-W., Qiu, J.:Runge-Kutta discontinuous Galerkin method using a new type of WENO limiters on unstructured meshes. J. Comput. Phys. 248, 200-220 (2013)
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