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

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

Year:    2016

Author:    Guofei Pang, Wen Chen, Kam Yim Sze

Advances in Applied Mathematics and Mechanics, Vol. 8 (2016), Iss. 1 : pp. 166–186

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.

You do not have full access to this article.

Already a Subscriber? Sign in as an individual or via your institution

Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/10.4208/aamm.2014.m693

Advances in Applied Mathematics and Mechanics, Vol. 8 (2016), Iss. 1 : pp. 166–186

Published online:    2016-01

AMS Subject Headings:    Global Science Press

Copyright:    COPYRIGHT: © Global Science Press

Pages:    21

Keywords:   

Author Details

Guofei Pang

Wen Chen

Kam Yim Sze

  1. Fractional Spectral and Fractional Finite Element Methods: A Comprehensive Review and Future Prospects

    Hafeez, Muhammad Bilal | Krawczuk, Marek

    Archives of Computational Methods in Engineering, Vol. 31 (2024), Iss. 6 P.3443

    https://doi.org/10.1007/s11831-024-10083-w [Citations: 0]
  2. Finite Difference Approximation Method for a Space Fractional Convection–Diffusion Equation with Variable Coefficients

    Anley, Eyaya Fekadie | Zheng, Zhoushun

    Symmetry, Vol. 12 (2020), Iss. 3 P.485

    https://doi.org/10.3390/sym12030485 [Citations: 20]
  3. Tarig Projected Differential Transform Method to solve fractional nonlinear partial differential equations

    Bagyalakshmi, Morachan | SaiSundarakrishnan, G.

    Boletim da Sociedade Paranaense de Matemática, Vol. 38 (2019), Iss. 3 P.23

    https://doi.org/10.5269/bspm.v38i3.34432 [Citations: 7]
  4. A critical review on coupled geomechanics and fluid flow in naturally fractured reservoirs

    Hawez, Haval Kukha | Sanaee, Reza | Faisal, Nadimul Haque

    Journal of Natural Gas Science and Engineering, Vol. 95 (2021), Iss. P.104150

    https://doi.org/10.1016/j.jngse.2021.104150 [Citations: 24]
  5. Fractional SUPG finite element formulation for multi-dimensional fractional advection diffusion equations

    Chen, Mingji | Luan, Shengzhi | Lian, Yanping

    Computational Mechanics, Vol. 67 (2021), Iss. 2 P.601

    https://doi.org/10.1007/s00466-020-01951-w [Citations: 1]
  6. A Lattice Boltzmann model for 2D fractional advection-dispersion equation: Theory and application

    Wang, Feng | Zhang, Xiaoxian | Shen, Xiaojun | Sun, Jingsheng

    Journal of Hydrology, Vol. 564 (2018), Iss. P.246

    https://doi.org/10.1016/j.jhydrol.2018.06.083 [Citations: 14]
  7. Generalized finite difference method with irregular mesh for a class of three-dimensional variable-order time-fractional advection-diffusion equations

    Wang, Zhaoyang | Sun, HongGuang

    Engineering Analysis with Boundary Elements, Vol. 132 (2021), Iss. P.345

    https://doi.org/10.1016/j.enganabound.2021.08.009 [Citations: 8]
  8. Finite Difference Method for Two-Sided Two Dimensional Space Fractional Convection-Diffusion Problem with Source Term

    Anley, Eyaya Fekadie | Zheng, Zhoushun

    Mathematics, Vol. 8 (2020), Iss. 11 P.1878

    https://doi.org/10.3390/math8111878 [Citations: 7]
  9. A finite element formulation preserving symmetric and banded diffusion stiffness matrix characteristics for fractional differential equations

    Lin, Zeng | Wang, Dongdong

    Computational Mechanics, Vol. 62 (2018), Iss. 2 P.185

    https://doi.org/10.1007/s00466-017-1492-2 [Citations: 14]
  10. Enriched reproducing kernel particle method for fractional advection–diffusion equation

    Ying, Yuping | Lian, Yanping | Tang, Shaoqiang | Liu, Wing Kam

    Acta Mechanica Sinica, Vol. 34 (2018), Iss. 3 P.515

    https://doi.org/10.1007/s10409-017-0742-z [Citations: 19]
  11. Hybridizable discontinuous Galerkin methods for space-time fractional advection-dispersion equations

    Zhao, Jingjun | Zhao, Wenjiao | Xu, Yang

    Applied Mathematics and Computation, Vol. 442 (2023), Iss. P.127745

    https://doi.org/10.1016/j.amc.2022.127745 [Citations: 1]
  12. Efficient numerical treatments for a fractional optimal control nonlinear Tuberculosis model

    Sweilam, N. H. | AL-Mekhlafi, S. M. | Baleanu, D.

    International Journal of Biomathematics, Vol. 11 (2018), Iss. 08 P.1850115

    https://doi.org/10.1142/S1793524518501152 [Citations: 15]