Numerical Solution of Advection-Diffusion Equation Using Operator Splitting Method
Year 2017,
Volume: 9 Issue: 4, 76 - 88, 27.12.2017
Ersin Bahar
,
Gürhan Gürarslan
Abstract
In this study, effects of operator
splitting methods to the solution of advection-diffusion equation are examined.
Within the context of this work two operator splitting methods, Lie-Trotter and
Strang splitting methods were used and comparisons were made through various
Courant numbers. These methods have been implemented to advection-diffusion equation
in one-dimension. Numerical solutions of advection and dispersion processes
were carried out by a characteristics method with cubic spline interpolation
(MOC-CS) and Crank-Nicolson (CN) finite difference scheme, respectively.
Obtained results were compared with analytical solutions of the problems and
available methods in the literature. It is seen that MOC-CS-CN method has lower
error norm values than the other methods. MOC-CS-CN produces accurate results
even while the time steps are great.
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- [22] Bahar, E., Numerical Solution of Advection-Dispersion Equation Using Operator Splitting Method, Denizli: Pamukkale University, (in Turkish) 2017.
Year 2017,
Volume: 9 Issue: 4, 76 - 88, 27.12.2017
Ersin Bahar
,
Gürhan Gürarslan
References
- [1] Srivastava, R., Flow Through Open Channels, Oxford University Press, 2008.
- [2] Baptista, A. E. De M., Solution of Advection-Dominated Transport by Eulerian-Lagrangian Methods Using the Backward Method of Characteristics, Ph.D Thesis, MIT, Cambridge, 1987.
- [3] Holly, F.M, Usseglio‐Polatera, J., Dispersion Simulation in Two‐dimensional Tidal Flow. Journal of Hydraulic Engineering, 110(7), 905–926, 1984.
- [4] Chen, Y., Falconer, R.A., Advection-diffusion modelling using the modified QUICK scheme, International Journal for Numerical Methods in Fluids, 15(10), 1171–1196, 1992.
- [5] Szymkiewicz, R., Solution of the advection-diffusion equation using the spline function and finite elements, Communications in Numerical Methods in Engineering, 9, 197–206, 1993.
- [6] Ahmad, Z., Kothyari, U.C., Time-line cubic spline interpolation scheme for solution of advection equation, Computers and Fluids, 30(6), 737–752, 2001.
- [7] Tsai, T.L., Yang, J.C., Huang, L.H., Characteristics Method Using Cubic–Spline Interpolation for Advection–Diffusion Equation, Journal of Hydraulic Engineering, 130(6), 580–585, 2004.
- [8] Verma, P., Prasad, K.S.H., Ojha, C.S.P., MacCormack scheme based numerical solution of advection-dispersion equation, ISH Journal of Hydraulic Engineering, 12(1), 27-38, 2006.
- [9] Tian, Z.F., Ge, Y.B., A fourth-order compact ADI method for solving two-dimensional unsteady convection-diffusion problems, Journal of Computational and Applied Mathematics, 198(1), 268–286, 2007.
- [10] Sari, M., Gürarslan, G., Zeytinoǧlu, A., High-order finite difference schemes for solving the advection-diffusion equation, Mathematical and Computational Applications, 15(3), 449–460, 2010.
- [11] Gurarslan, G., Karahan, H., Alkaya, D., Sari, M., Yasar, M., Numerical solution of advection-diffusion equation using a sixth-order compact finite difference method, Mathematical Problems in Engineering, vol. 2013, Article ID 672936, 7 pages, 2013.
- [12] Gurarslan, G., Accurate Simulation of Contaminant Transport Using High-Order Compact Finite Difference Schemes, Journal of Applied Mathematics, 2014, 1–8, 2014.
- [13] Hundsdorfer, W., Verwer, J., Numerical Solution of Time-Dependent Advection-Diffusion-Reaction Equations, Springer-Verlag Berlin Heidelberg, 2003.
- [14] Esfandiari, R.S., Numerical Methods for Engineers and Scientists Using MATLAB, New York: Taylor and Francis Group, 2013.
- [15] Lam, C.Y., Applied Numerical Methods for Partial Differential Equations, Singapore, Simon and Schuster, 1994.
- [16] Nazir, T., Abbas, M., Izani, A., Abd, A., The numerical solution of advection-diffusion problems using new cubic trigonometric B-splines approach, Applied Mathematical Modelling, 40(7–8), 4586–4611, 2016.
- [17] Irk, D., Dag, I., Tombul, M., Extended Cubic B-spline Solution of the Advection-Diffusion Equation, KSCE Journal of Civil Engineering, 19(4), 929-934, 2015.
- [18] Holly, F.M., Preissmann, A., Accurate calculation of transport in two dimensions, Journal of Hydraulic Division, 103(11), 1259-1277, 1977.
- [19] Gardner, L.R.T. and Dag, I., A numerical solution of the advection-diffusion equation using B-spline finite element, Proceedings International AMSE Conference, Lyon, France, 109-116, 1994.
- [20] Dag, I., Irk, D., Tombul, M., Least-squares finite element method for the advection-diffusion equation, Applied Mathematics and Computation, 173(1), 554–565, 2006.
- [21] Dag, I., Canivar, A., Sahin, A., Taylor‐Galerkin method for advection‐diffusion equation, Kybernetes, 40(5/6), 762–777, 2011.
- [22] Bahar, E., Numerical Solution of Advection-Dispersion Equation Using Operator Splitting Method, Denizli: Pamukkale University, (in Turkish) 2017.