二维非线性对流扩散方程基于梯度重构的自适应有限元方法

苗菁菁 ,  孙同军

山东大学学报(理学版) ›› 2026, Vol. 61 ›› Issue (2) : 1 -9.

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山东大学学报(理学版) ›› 2026, Vol. 61 ›› Issue (2) : 1 -9. DOI: 10.6040/j.issn.1671-9352.0.2024.109

二维非线性对流扩散方程基于梯度重构的自适应有限元方法

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Adaptive finite element method for two-dimensional nonlinear convection-diffusion equations based on gradient reconstruction

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摘要

对一类二维非线性对流扩散方程提出一种自适应有限元方法。采用特征线法处理方程对流项,有效解决因对流占优性而产生的数值震荡和数值弥散等问题。设计了一种基于梯度重构型后验误差估计的自适应有限元算法,在标准有限元方法的基础上进一步调整网格、提高精度。最后进行数值实验,验证方法的有效性。

Abstract

An adaptive finite element method is proposed for a class of two-dimensional nonlinear convection-diffusion equations. The characteristic method is used to deal with the convection term of the equation, and the numerical oscillation and numerical dispersion caused by the convection dominant are effectively solved. An adaptive finite element algorithm based on a posterior error estimates of gradient reconstruction type is designed to further adjust the mesh and improve the precision on the basis of standard finite element method. Finally, numerical experiments are carried out to verify the effectiveness of the proposed method.

关键词

非线性对流扩散方程 / 特征线法 / 梯度重构 / 自适应有限元方法

Key words

the nonlinear convection-diffusion equation / the characteristic method / gradient reconstruction / adaptive finite element method

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苗菁菁,孙同军. 二维非线性对流扩散方程基于梯度重构的自适应有限元方法[J]. 山东大学学报(理学版), 2026, 61(2): 1-9 DOI:10.6040/j.issn.1671-9352.0.2024.109

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参考文献

[1]

BABUŠKA I, RHEINBOLDT W C. Error estimates for adaptive finite element computations[J]. SIAM Journal on Numerical Analysis, 1978, 15(4): 736-754.

[2]

BABUŠKA I, RHEINBOLDT W C. A—posteriori error estimates for the finite element method[J]. International Journal for Numerical Methods in Engineering, 1978, 12(10): 1597-1615.

[3]

STANIFORTH A, CÔTÉ J. Semi—Lagrangian integration schemes for atmospheric models: a review[J]. Monthly Weather Review, 1991, 119(9): 2206-2223.

[4]

GARDER A O Jr, PEACEMAN D W, POZZI A L Jr. Numerical calculation of multidimensional miscible displacement by the method of characteristics[J]. Society of Petroleum Engineers Journal, 1964, 4(1): 26-36.

[5]

DOUGLAS J J, RUSSELL T F. Numerical methods for convection—dominated diffusion problems based on combining the method of characteristics with finite element or finite difference procedures[J]. SIAM Journal on Numerical Analysis, 1982, 19(5): 871-885.

[6]

PIRONNEAU O, LIOU J, TEZDUYAR T. Characteristic—Galerkin and Galerkin/least—squares space—time formulations for the advection—diffusion equation with time—dependent domains[J]. Computer Methods in Applied Mechanics and Engineering, 1992, 100(1): 117-141.

[7]

EWING R E, RUSSELL T F, WHEELER M F. Convergence analysis of an approximation of miscible displacement in porous media by mixed finite elements and a modified method of characteristics[J]. Computer Methods in Applied Mechanics and Engineering, 1984, 47(1/2): 73-92.

[8]

DOUGLAS J, HUANG C S, PEREIRA F. The modified method of characteristics with adjusted advection[J]. Numerische Mathematik, 1999, 83(3): 353-369.

[9]

ADAMS R. Sobolev spaces[M]. New York: Academic Press, 1975.

[10]

陆瑶. 二维非线性对流扩散方程的特征有限元分析[C]∥ 中国数学力学物理学高新技术交叉研究学会第十二届学术年会论文集. 乐山: 中国数学力学物理学高新技术交叉研究会, 2008, 12: 357-365.

[11]

LU Yao. Characteristic finite element analysis for 2D nonlinear convection—dominated diffusion problem[C]∥ Proceedings of the 12th Annual Conference of the Chinese Society for Interdisciplinary Research in Mathematics, Mechanics, and Physics High—Tech. Leshan: Chinese Society for Interdisciplinary Research in Mathematics, Mechanics, and Physics, 2008, 12: 357-365.

[12]

秦新强, 党发宁, 龚春琼, . 二维非线性对流扩散方程的特征混合有限元两重网格算法[J]. 工程数学学报, 2009, 26(5): 906-916.

[13]

QIN Xinqiang, DANG Faning, GONG Chunqiong, et al. Two—grid method for the characteristic mixed finite element approximations of 2D nonlinear convection diffusion problems[J]. Chinese Journal of Engineering Mathematics, 2009, 26(5): 906-916.

[14]

易年余. 基于梯度重构的后验误差估计及自适应有限元方法[D]. 湘潭: 湘潭大学, 2011.

[15]

YI Nianyu. Posterior error estimation and adaptive finite element method based on gradient reconstruction[D]. Xiangtan: Xiangtan University, 2011.

[16]

DÖRFLER W. A convergent adaptive algorithm for Poisson̓s equation[J]. SIAM Journal on Numerical Analysis, 1996, 33(3): 1106-1124.

[17]

RIVARA M C. Mesh refinement processes based on the generalized bisection of simplices[J]. SIAM Journal on Numerical Analysis, 1984, 21(3): 604-613.

[18]

武海军, 李永海, 李荣华. 二维非线性抛物方程广义差分法/有限体积法的自适应计算[J]. 计算物理, 2003, 20(4): 298-306.

[19]

WU Haijun, LI Yonghai, LI Ronghua. Adaptive generalized difference/finite volume computations for two dimensional nonlinear parabolic equation[J]. Chinese Journal of Computation Physics, 2003, 20(4): 298-306.

[20]

LIU Wenbin, YAN Ningning. Adaptive finite element methods for optimal control governed by PDEs[M]. Beijing: Science Press, 2008.

[21]

CHEN Long, ZHANG Chensong. A coarsening algorithm on adaptive grids by newest vertex bisection and its application[J]. Journal of Computational Mathematics, 2010, 28(6): 767-789.

基金资助

国家自然科学基金资助项目(11871312)

山东省自然科学基金资助项目(ZR2023MA086)

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