Numerical Solution to Coupled Burgers' Equations by Gaussian-Based Hermite Collocation Scheme

One of the most challenging PDE forms in fluid dynamics namely Burgers equations is solved numerically in this work. Its transient, nonlinear, and coupling structure are carefully treated. The Hermite type of collocation mesh-free method is applied to the spatial terms and the 4th-order Runge Kutta is adopted to discretize the governing equations in time. The method is applied in conjunction with the Gaussian radial basis function. The effect of viscous force at high Reynolds number up to 1,300 is investigated using the method. For the purpose of validation, a conventional global collocation scheme (also known as “Kansa” method) is applied parallelly. Solutions obtained are validated against the exact solution and also with some other numerical works available in literature when possible.

[1]  M. Ranjbar A new variable shape parameter strategy for Gaussian radial basis function approximation methods , 2015 .

[2]  Huazhong Shu,et al.  Numerical solutions of two-dimensional Burgers' equations by discrete Adomian decomposition method , 2010, Comput. Math. Appl..

[3]  B. Nayroles,et al.  Generalizing the finite element method: Diffuse approximation and diffuse elements , 1992 .

[4]  Mehdi Dehghan,et al.  The solution of coupled Burgers' equations using Adomian-Pade technique , 2007, Appl. Math. Comput..

[5]  A Meshless Approach Based upon Radial Basis Function Hermite Collocation Method for Predicting the Cooling and the Freezing Times of Foods , 2005 .

[6]  Y. Hon,et al.  Numerical simulation and analysis of an electroactuated beam using a radial basis function , 2005 .

[7]  E. Oñate,et al.  A FINITE POINT METHOD IN COMPUTATIONAL MECHANICS. APPLICATIONS TO CONVECTIVE TRANSPORT AND FLUID FLOW , 1996 .

[8]  E. Kansa MULTIQUADRICS--A SCATTERED DATA APPROXIMATION SCHEME WITH APPLICATIONS TO COMPUTATIONAL FLUID-DYNAMICS-- II SOLUTIONS TO PARABOLIC, HYPERBOLIC AND ELLIPTIC PARTIAL DIFFERENTIAL EQUATIONS , 1990 .

[9]  Carsten Franke,et al.  Convergence order estimates of meshless collocation methods using radial basis functions , 1998, Adv. Comput. Math..

[10]  Esipov Coupled Burgers equations: A model of polydispersive sedimentation. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[11]  R. L. Hardy Multiquadric equations of topography and other irregular surfaces , 1971 .

[12]  Jichun Li,et al.  Radial basis function method for 1-D and 2-D groundwater contaminant transport modeling , 2003 .

[13]  Sayan Kaennakham,et al.  The dual reciprocity boundary element method (DRBEM) with multiquadric radial basis function for coupled burgers' equations , 2014 .

[14]  Jinqiao Duan,et al.  Limit set of trajectories of the coupled viscous Burgers' equations , 1996, Applied Mathematics Letters.

[15]  Xiong Zhang,et al.  Meshless methods based on collocation with radial basis functions , 2000 .

[16]  Gregor Kosec,et al.  Radial basis function collocation method for the numerical solution of the two-dimensional transient nonlinear coupled Burgers’ equations , 2012 .

[17]  Siraj-ul-Islam,et al.  A Computational Meshfree Technique for the Numerical Solution of the Two-Dimensional Coupled Burgers' Equations , 2009 .

[18]  Gregory E. Fasshauer,et al.  Solving differential equations with radial basis functions: multilevel methods and smoothing , 1999, Adv. Comput. Math..

[19]  T. Belytschko,et al.  Fracture and crack growth by element free Galerkin methods , 1994 .

[20]  Guirong Liu,et al.  A point interpolation method for two-dimensional solids , 2001 .

[21]  Jafar Biazar,et al.  Selection of an Interval for Variable Shape Parameter in Approximation by Radial Basis Functions , 2016, Adv. Numer. Anal..

[22]  H. Al-Gahtani,et al.  RBF-based meshless method for large deflection of thin plates , 2007 .

[23]  A. H. Rosales,et al.  Radial basis function Hermite collocation approach for the numerical simulation of the effect of precipitation inhibitor on the crystallization process of an over‐saturated solution , 2006 .

[24]  Guirong Liu,et al.  On the optimal shape parameters of radial basis functions used for 2-D meshless methods , 2002 .

[25]  J. Burgers A mathematical model illustrating the theory of turbulence , 1948 .

[26]  Ionel M. Navon,et al.  2D Burgers equation with large Reynolds number using POD/DEIM and calibration , 2016 .

[27]  Satya N. Atluri,et al.  The Eulerian–Lagrangian method of fundamental solutions for two-dimensional unsteady Burgers’ equations , 2008 .

[28]  Ming-Wan Lu,et al.  Least‐squares collocation meshless method , 2001 .

[29]  Multi-level meshless methods based on direct multi-elliptic interpolation , 2009 .

[30]  Robert Schaback,et al.  On unsymmetric collocation by radial basis functions , 2001, Appl. Math. Comput..

[31]  V. Leitão RBF-based meshless methods for 2D elastostatic problems , 2004 .

[32]  S. C. Fan,et al.  Local multiquadric approximation for solving boundary value problems , 2003 .

[33]  C. S. Chen,et al.  Some observations on unsymmetric radial basis function collocation methods for convection–diffusion problems , 2003 .

[34]  A. Soliman On the solution of two-dimensional coupled Burgers’ equations by variational iteration method , 2009 .

[35]  T. Liszka,et al.  hp-Meshless cloud method , 1996 .

[36]  Clive A. J. Fletcher,et al.  Generating exact solutions of the two‐dimensional Burgers' equations , 1983 .

[37]  A. Refik Bahadir,et al.  A fully implicit finite-difference scheme for two-dimensional Burgers' equations , 2003, Appl. Math. Comput..

[38]  Oleg Davydov,et al.  On the optimal shape parameter for Gaussian radial basis function finite difference approximation of the Poisson equation , 2011, Comput. Math. Appl..