中国物理B ›› 2015, Vol. 24 ›› Issue (6): 64701-064701.doi: 10.1088/1674-1056/24/6/064701

• ELECTROMAGNETISM, OPTICS, ACOUSTICS, HEAT TRANSFER, CLASSICAL MECHANICS, AND FLUID DYNAMICS • 上一篇    下一篇

Stability analysis for flow past a cylinder via lattice Boltzmann method and dynamic mode decomposition

张伟a, 王勇b, 钱跃竑c   

  1. a Department of Mechanical Enignneering, National University of Singapore, 117575, Singapore;
    b Department of Mechanical and Aerospace Engineering, University of California, Irvine, CA 92697, USA;
    c Shanghai Institute of Applied Math and Mechanics, Shanghai University, Shanghai 200072, China
  • 收稿日期:2014-11-28 修回日期:2014-12-12 出版日期:2015-06-05 发布日期:2015-06-05

Stability analysis for flow past a cylinder via lattice Boltzmann method and dynamic mode decomposition

Zhang Wei (张伟)a, Wang Yong (王勇)b, Qian Yue-Hong (钱跃竑)c   

  1. a Department of Mechanical Enignneering, National University of Singapore, 117575, Singapore;
    b Department of Mechanical and Aerospace Engineering, University of California, Irvine, CA 92697, USA;
    c Shanghai Institute of Applied Math and Mechanics, Shanghai University, Shanghai 200072, China
  • Received:2014-11-28 Revised:2014-12-12 Online:2015-06-05 Published:2015-06-05
  • Contact: Wang Yong E-mail:ywangcam@gmail.com, yongw2@uci.edu
  • About author:47.20.-k; 47.11.-j; 04.60.Nc

摘要:

A combination of the lattice Boltzmann method and the most recently developed dynamic mode decomposition is proposed for stability analysis. The simulations are performed on a graphical processing unit. Stability of the flow past a cylinder at supercritical state, Re=50, is studied by the combination for both the exponential growing and the limit cycle regimes. The Ritz values, energy spectrum, and modes for both regimes are presented and compared with the Koopman eigenvalues. For harmonic-like periodic flow in the limit cycle, global analysis from the combination gives the same results as those from the Koopman analysis. For transient flow as in the exponential growth regime, the combination can provide more reasonable results. It is demonstrated that the combination of the lattice Boltzmann method and the dynamic mode decomposition is powerful and can be used for stability analysis for more complex flows.

关键词: lattice Boltzmann, dynamic mode decomposition, stability analysis, graphical processing unit

Abstract:

A combination of the lattice Boltzmann method and the most recently developed dynamic mode decomposition is proposed for stability analysis. The simulations are performed on a graphical processing unit. Stability of the flow past a cylinder at supercritical state, Re=50, is studied by the combination for both the exponential growing and the limit cycle regimes. The Ritz values, energy spectrum, and modes for both regimes are presented and compared with the Koopman eigenvalues. For harmonic-like periodic flow in the limit cycle, global analysis from the combination gives the same results as those from the Koopman analysis. For transient flow as in the exponential growth regime, the combination can provide more reasonable results. It is demonstrated that the combination of the lattice Boltzmann method and the dynamic mode decomposition is powerful and can be used for stability analysis for more complex flows.

Key words: lattice Boltzmann, dynamic mode decomposition, stability analysis, graphical processing unit

中图分类号:  (Flow instabilities)

  • 47.20.-k
47.11.-j (Computational methods in fluid dynamics) 04.60.Nc (Lattice and discrete methods)