Affordable robust moment closures for CFD based on the maximum-entropy hierarchy

作者: James McDonald , Manuel Torrilhon

DOI: 10.1016/J.JCP.2013.05.046

关键词: Moment (mathematics)Mathematical optimizationLimit (mathematics)MathematicsRobustness (computer science)Flow (mathematics)SingularityRealization (systems)Principle of maximum entropyComputational fluid dynamicsApplied mathematics

摘要: The use of moment closures for the prediction continuum and moderately non-equilibrium flows offers modelling numerical advantages over other methods. maximum-entropy hierarchy holds promise robustly hyperbolic stable equations, however their are two issues that limit practical implementation. Firstly, have a treatment heat transfer, fluxes cannot be written in closed form very expensive iterative procedure is required at every flux evaluation. Secondly, these same closures, there physically possible states which entropy-maximization problem has no solution entire framework breaks down. This paper demonstrates affordable closed-form inspired by can proposed. It known closing approach singularity as region non-solvability approached. shows that, far from disadvantage, this allows smooth accurate shock-wave structure, even high Mach numbers. presence unphysical ''sub-shocks'' within shock-profile predictions traditional long been regarded an unfortunate limitation moment-closure technique. realization shock profiles are, fact, methods with moderate number moments greatly increases method's applicability to high-speed flows. In paper, 5-moment system simple one-dimensional gas 14-moment realistic gases developed examined. Numerical shock-waves variety incoming flow numbers demonstrate both robustness accuracy closures.

参考文章(41)
Ludwig Boltzmann, Weitere Studien über das Wärmegleichgewicht unter Gasmolekülen Kinetische Theorie II. pp. 115- 225 ,(1970) , 10.1007/978-3-322-84986-1_3
Tommaso Ruggeri, Ingo Müller, Rational Extended Thermodynamics ,(1993)
Jean-Philippe Perlat, Patrick Le Tallec, Numerical Analysis of Levermore's Moment System INRIA. ,(1997)
Barry Simon, Michael Reed, Methods of Modern Mathematical Physics ,(1972)
Michael Junk, Maximum Entropy Moment Problems and Extended Euler Equations Institute for Mathematics and Its Applications. ,vol. 135, pp. 189- 198 ,(2004) , 10.1007/978-1-4613-0017-5_11
Thierry Goudon, Jean-François Coulombel, François Golse, Diffusion approximation and entropy-based moment closure for kinetic equations Asymptotic Analysis. ,vol. 45, pp. 1- 39 ,(2005)
James McDonald, Clinton Groth, Extended Fluid-Dynamic Model for Micron-Scale Flows Based on Gaussian Moment Closure 46th AIAA Aerospace Sciences Meeting and Exhibit. ,(2008) , 10.2514/6.2008-691