Lattice Boltzmann method for the fractional advection-diffusion equation

被引:19
|
作者
Zhou, J. G. [1 ]
Haygarth, P. M. [2 ]
Withers, P. J. A. [3 ]
Macleod, C. J. A. [4 ]
Falloon, P. D. [5 ]
Beven, K. J. [2 ]
Ockenden, M. C. [2 ]
Forber, K. J. [2 ]
Hollaway, M. J. [2 ]
Evans, R. [6 ]
Collins, A. L. [7 ]
Hiscock, K. M. [8 ]
Wearing, C. [2 ]
Kahana, R. [5 ]
Velez, M. L. Villamizar [1 ]
机构
[1] Univ Liverpool, Sch Engn, Liverpool L69 3GQ, Merseyside, England
[2] Univ Lancaster, Lancaster Environm Ctr, Lancaster LA1 4YQ, England
[3] Bangor Univ, Bangor LL58 8RF, Gwynedd, Wales
[4] James Hutton Inst, Aberdeen AB15 8QH, Scotland
[5] Hadley Ctr, Met Off, Exeter EX1 3PB, Devon, England
[6] Anglia Ruskin Univ, Global Sustainabil Inst, Cambridge CB1 1PT, England
[7] Rothamsted Res North Wyke, Okehampton EX20 2SB, Devon, England
[8] Univ E Anglia, Sch Environm Sci, Norwich NR4 7TJ, Norfolk, England
基金
英国自然环境研究理事会;
关键词
ANOMALOUS DIFFUSION; SOLUTE TRANSPORT; SIMULATION; LAPLACIAN; DELIVERY; DYNAMICS; MODEL;
D O I
10.1103/PhysRevE.93.043310
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Mass transport, such as movement of phosphorus in soils and solutes in rivers, is a natural phenomenon and its study plays an important role in science and engineering. It is found that there are numerous practical diffusion phenomena that do not obey the classical advection-diffusion equation (ADE). Such diffusion is called abnormal or superdiffusion, and it is well described using a fractional advection-diffusion equation (FADE). The FADE finds a wide range of applications in various areas with great potential for studying complex mass transport in real hydrological systems. However, solution to the FADE is difficult, and the existing numerical methods are complicated and inefficient. In this study, a fresh lattice Boltzmann method is developed for solving the fractional advection-diffusion equation (LabFADE). The FADE is transformed into an equation similar to an advection-diffusion equation and solved using the lattice Boltzmann method. The LabFADE has all the advantages of the conventional lattice Boltzmann method and avoids a complex solution procedure, unlike other existing numerical methods. The method has been validated through simulations of several benchmark tests: a point-source diffusion, a boundary-value problem of steady diffusion, and an initial-boundary-value problem of unsteady diffusion with the coexistence of source and sink terms. In addition, by including the effects of the skewness beta, the fractional order alpha, and the single relaxation time tau, the accuracy and convergence of the method have been assessed. The numerical predictions are compared with the analytical solutions, and they indicate that the method is second-order accurate. The method presented will allow the FADE to be more widely applied to complex mass transport problems in science and engineering.
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页数:9
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