Accuracy verification of a 2D adaptive mesh refinement method for incompressible or steady flow

Locating accurate centres of vortices is one of the accuracy measures for computational methods in fluid flow and the lid-driven cavity flows are widely used as benchmarks. This paper analyses the accuracy of an adaptive mesh refinement method using 2D steady incompressible lid-driven cavity flows. The adaptive mesh refinement method performs mesh refinement based on the numerical solutions of Navier-Stokes equations solved by Navier2D, a vertex centred Finite Volume code that uses the median dual mesh to form the Control Volumes (CVs) about each vertex. The accuracy of the refined meshes is demonstrated by the centres of vortices obtained in the benchmarks being contained in the twice refined cells. The adaptive mesh refinement method investigated in this paper is proposed based on the qualitative theory of differential equations. Theoretically infinite refinements can be performed on an initial mesh. Practically we can stop the process of refinement based on tolerance conditions. The method can be applied to find accurate numerical solutions of any mathematical models containing the continuity equation for incompressible fluid or steady-state fluid flow.

[1]  Marsha Berger,et al.  Three-Dimensional Adaptive Mesh Refinement for Hyperbolic Conservation Laws , 1994, SIAM J. Sci. Comput..

[2]  Ronald D. Henderson,et al.  Adaptive Spectral Element Methods for Turbulence and Transition , 1999 .

[3]  M. Sahin,et al.  A novel fully implicit finite volume method applied to the lid‐driven cavity problem—Part I: High Reynolds number flow calculations , 2003 .

[4]  Zhenquan Li AN ADAPTIVE STREAMLINE TRACKING METHOD FOR TWO-DIMENSIONAL CFD VELOCITY FIELDS BASED ON THE LAW OF MASS CONSERVATION , 2006 .

[5]  Zhenquan Li An adaptive three-dimensional mesh refinement method based on the law of mass conservation , 2007 .

[6]  Keith Miller,et al.  Moving Finite Elements. I , 1981 .

[7]  Zhenquan Li,et al.  A MASS CONSERVATIVE STREAMLINE TRACKING METHOD FOR THREE-DIMENSIONAL CFD VELOCITY FIELDS , 2002 .

[8]  Yen-chʿien Yeh,et al.  Theory of Limit Cycles , 2009 .

[9]  E. Erturk,et al.  Numerical solutions of 2‐D steady incompressible driven cavity flow at high Reynolds numbers , 2004, ArXiv.

[10]  P. Colella,et al.  A Conservative Adaptive Projection Method for the Variable Density Incompressible Navier-Stokes Equations , 1998 .

[11]  Roger Temam,et al.  Colocated finite volume schemes for fluid flows , 2008 .

[12]  Zhenquan Li,et al.  Simplification of an existing mass conservative streamline tracking method for two-dimensional CFD velocity fields , 2004 .

[13]  Zhenquan Li,et al.  Accuracy analysis of an adaptive mesh refinement method using benchmarks of 2-D steady incompressible lid-driven cavity flows and coarser meshes , 2015, J. Comput. Appl. Math..

[14]  Rajnesh Lal,et al.  Sensitivity analysis of a mesh refinement method using the numerical solutions of 2D lid-driven cavity flow , 2015, Journal of Mathematical Chemistry.

[15]  R. Löhner An adaptive finite element scheme for transient problems in CFD , 1987 .

[16]  B. Armaly,et al.  Experimental and theoretical investigation of backward-facing step flow , 1983, Journal of Fluid Mechanics.

[17]  Zhenquan Li,et al.  Accuracy analysis of a mesh refinement method using benchmarks of 2-D lid-driven cavity flows and finer meshes , 2014, Journal of Mathematical Chemistry.

[18]  U. Ghia,et al.  High-Re solutions for incompressible flow using the Navier-Stokes equations and a multigrid method , 1982 .