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A Comparative Study of Finite Element and Finite Difference Methods for Two-Dimensional Space-Fractional Advection-Dispersion Equation

Published online by Cambridge University Press:  21 December 2015

Guofei Pang
Affiliation:
Institute of Soft Matter Mechanics, Department of Engineering Mechanics, Hohai University, Nanjing 210098, China
Wen Chen*
Affiliation:
Institute of Soft Matter Mechanics, Department of Engineering Mechanics, Hohai University, Nanjing 210098, China
Kam Yim Sze
Affiliation:
Department of Mechanical Engineering, The University of Hong Kong, Pokfulam, Hong Kong
*
*Corresponding author. Email:[email protected] (W. Chen)
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Abstract

The paper makes a comparative study of the finite element method (FEM) and the finite difference method (FDM) for two-dimensional fractional advection-dispersion equation (FADE) which has recently been considered a promising tool in modeling non-Fickian solute transport in groundwater. Due to the non-local property of integro-differential operator of the space-fractional derivative, numerical solution of FADE is very challenging and little has been reported in literature, especially for high-dimensional case. In order to effectively apply the FEM and the FDM to the FADE on a rectangular domain, a backward-distance algorithm is presented to extend the triangular elements to generic polygon elements in the finite element analysis, and a variable-step vector Grünwald formula is proposed to improve the solution accuracy of the conventional finite difference scheme. Numerical investigation shows that the FEM compares favorably with the FDM in terms of accuracy and convergence rate whereas the latter enjoys less computational effort.

Type
Research Article
Copyright
Copyright © Global-Science Press 2016 

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References

[1]Sun, H. G., Chen, W., Sheng, H. and Chen, Y. Q., On mean square displacement behaviors of anomalous diffusions with variable and random orders, Phys. Lett. A, 374 (2010), pp. 906910.CrossRefGoogle Scholar
[2]Sun, H. G., Zhang, Y., Chen, W. and Reeves, D. M., Use of a variable-index fractional-derivative model to capture transient dispersion in heterogeneous media, J. Contam. Hydrol., 157 (2014), pp. 4758.Google Scholar
[3]Gaul, L., The influence of damping on waves and vibrations, Mech. Syst. Signal Proc., 13 (1999), pp. 130.Google Scholar
[4]Chen, W. and Holm, S., Modified Szabo’s wave equation models for lossy media obeying frequency power law, J. Acoust. Soc. Am., 114 (2003), pp. 25702574.Google Scholar
[5]Monje, C. A., Chen, Y. Q., Vinagre, B. M., Xue, D. and Feliu-Batlle, V., Fractional-order Systems and Controls: Fundamentals and Applications, Springer, 2010.Google Scholar
[6]Atanackovic, T. M., Pilipovic, S., Stankovic, B. and Zorica, D., Fractional Calculus with Applications in Mechanics: Vibrations and Diffusion Processes, Wiley, 2014.Google Scholar
[7]Atanackovic, T. M., Pilipovic, S., Stankovic, B. and Zorica, D., Fractional Calculus with Applications in Mechanics: Wave Propagation, Impact, and Variational Principles, Wiley, 2014.Google Scholar
[8]Chen, W. and Holm, S., Fractional Laplacian time-space models for linear and nonlinear lossy media exhibiting arbitrary frequency power-law dependency, J. Acoust. Soc. Am., 115 (2004), pp. 14241430.Google Scholar
[9]Chen, W., An intuitive study of fractional derivative modeling and fractional quantum in soft matter, J. Vib. Control, 14 (2008), pp. 16511657.Google Scholar
[10]Liu, F. W., Anh, V. and Turner, I., Numerical solution of the space fractional Fokker-Planck equation, J. Comput. Appl. Math., 166 (2004), pp. 209219.Google Scholar
[11]Yang, Q. Q., Liu, F. W. and Turner, I., Numerical methods for fractional partial differential equations with Riesz space fractional derivatives, Appl. Math. Model., 34 (2010), pp. 200218.Google Scholar
[12]Meerschaert, M. M., Scheffler, H. P. and Tadjeran, C., Finite difference methods for two-dimensional fractional dispersion equation, J. Comput. Phys., 211 (2006), pp. 249261.CrossRefGoogle Scholar
[13]Benson, D. A., Wheatcraft, S. and Meerschaert, M. M., Application of a fractional advection-diffusion equation, Water Resour. Res., 36 (2000), pp. 132138.Google Scholar
[14]Benson, D. A., Schumer, R., Meerschaert, M. M. and Wheatcraft, S. W., Fractional diffusion, Levy motions, and the made tracer tests, Transp. Porous Media, 42 (2001), pp. 211240.Google Scholar
[15]Zheng, Y. Y., Li, C. P. and Zhao, Z. G., A note on the finite element method for the space-fractional advection diffusion equation, Comput. Math. Appl., 59 (2010), pp. 17181726.CrossRefGoogle Scholar
[16]Choi, Y.J. and Chung, S. K., Finite element solutions for the space fractional diffusion equation with a nonlinear source term, Abstract Appl. Anal., 2012 (2012), pp. 596184.Google Scholar
[17]Burrage, K., Hale, N. and Kay, D., An efficient implicit FEM scheme for fractional-in-space reaction-diffusion equations, SIAM J. Sci. Comput., 34 (2012), pp. A2145.Google Scholar
[18]Zhao, J. J., Xiao, J. Y. and Xu, Y., A finite element method for the multiterm time-space Riesz fractional advection-diffusion equations infinite domain, Abstract Appl. Anal., 2013 (2013), pp. 868035.Google Scholar
[19]Roop, J. P., Computational aspects of FEM approximation of fractional advection diffusion equations on boundary domains in ℝ2, J. Comput. Appl. Math., 193 (2006), pp. 243268.CrossRefGoogle Scholar
[20]Ervin, V. J. and Roop, J. P., Variational solution of fractional advection diffusion equation on bounded domains in ℝd, Numer. Meth. Part Differ. Equ., 23 (2006), pp. 256281.CrossRefGoogle Scholar
[21]Meerschaert, M. M. and Mortenson, J., Vector Grünwald formula for fractional derivatives, Fract. Calc. Appl. Anal., 7 (2004), pp. 6181.Google Scholar
[22]Meerschaert, M. M., Benson, D. A. and Baumer, B., Multidimensional advection and fractional diffusion, Phys. Rev. E, 59 (1999), pp. 50265028.CrossRefGoogle Scholar
[23]Pang, G. F., Chen, W. and Sze, K. Y., Gauss-Jacobi-type quadrature rules for fractional directional integrals, Comput. Math. Appl., 66 (2013), pp. 597607.CrossRefGoogle Scholar
[24]Podlubny, I., Fractional differential equations: An introduction to Fractional Derivatives, Fractional Differential Equations, to Methods of Their Solution and Some of Their Applications, Academic Press, 1999.Google Scholar
[25]Tadjeran, C., Meerschaert, M. M. and Schffler, H. P., A second-order accurate numerical method for the fractional diffusion equation, J. Comput. Phys., 213 (2006), pp. 205213.CrossRefGoogle Scholar
[26]Wang, X. W. and Gu, H. Z., Static analysis of frame structures by the differential quadrature element method, Int. J. Numer. Methods Eng., 40 (1997), pp. 759772Google Scholar
[27]Kansa, E. J., Multiquadrics–A scattered data approximation scheme with applications to computational fluid-dynamics-II solutions to parabolic, hyperbolic and elliptic partial differential equations, Comput. Math. Appl., 19 (1990), pp. 147161.CrossRefGoogle Scholar
[28]Kansa, E. J., Multiquadrics–A scattered data approximation scheme with applications to computational fluid-dynamics-I surface approximations and partial derivative estimates, Comput. Math. Appl., 19 (1990), pp. 127145.CrossRefGoogle Scholar