Particle-grid methods for reacting flows in porous media with application to Fisher's equation

Abstract A two-step particle-in-cell model is developed for reactive mass transport problems in subsurface porous formations and applied to a model nonlinear diffusion-reaction system. Simulations progress by using a random walk particle method to diffuse or advect solute mass, represented here as a collection of particles, followed by a numerical integration step to determine changes in mass due to reaction processes on a grid. Techniques for mapping mass from the particles to the grid and vice versa are discussed. Numerical simulations of the so-called Fisher equation are compared to analytical solutions in the form of a steady travelling wave and a pertubed system undergoing a transition between two different steady waves. The approximations used in the approach are studied and discussed in terms of its future application to practical multidimensional, multicomponent transport problems.

[1]  Albert J. Valocchi,et al.  Application of the random walk method to simulate the transport of kinetically adsorbing solutes , 1989 .

[2]  U. G. Araktingi,et al.  Viscous Fingering, Gravity Segregation, and Reservoir Heterogeneity in Miscible Displacements in Vertical Cross Sections , 1990 .

[3]  Viktor K. Decyk,et al.  A general concurrent algorithm for plasma particle-in-cell simulation codes , 1989 .

[4]  H. McKean Application of brownian motion to the equation of kolmogorov-petrovskii-piskunov , 1975 .

[5]  Ole H. Hald,et al.  Convergence of Random Methods for a Reaction-Diffusion Equation , 1981 .

[6]  W. Kinzelbach,et al.  The Random Walk Method in Pollutant Transport Simulation , 1988 .

[7]  Ahmed F. Ghoniem,et al.  Grid-free simulation of diffusion using random walk methods , 1985 .

[8]  G. Garven,et al.  Theoretical analysis of the role of groundwater flow in the genesis of stratabound ore deposits; 1, Mathematical and numerical model , 1984 .

[9]  D. E. Dougherty,et al.  Implementing the particle method on the iPSC/2 , 1990 .

[10]  R. Reitz A Study of Numerical Methods for Reaction-Diffusion Equations , 1981 .

[11]  David E. Dougherty,et al.  Hydrologic Applications of the Connection Machine CM‐2 , 1991 .

[12]  Mary F. Wheeler,et al.  An Operator-Splitting Method for Advection-Diffusion-Reaction Problems , 1987 .

[13]  Numerical solution for the problem of flame propagation by the random element method , 1984 .

[14]  V. S. Tripathi,et al.  A critical evaluation of recent developments in hydrogeochemical transport models of reactive multichemical components , 1989 .

[15]  P. Kaliappan,et al.  An exact solution for travelling waves of ut = Duxx + u - uk , 1984 .

[16]  Andrew F. B. Tompson,et al.  Numerical simulation of solute transport in three-dimensional, randomly heterogeneous porous media , 1990 .

[17]  E. Custodio,et al.  Groundwater flow and quality modelling , 1988 .