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Modeling and numerical simulation for the coupling of surface flow with subsurface flow.

机译:地表流与地下流耦合的建模和数值模拟。

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摘要

Research works on the coupling of incompressible surface flow with subsurface porous media flow arouse increasing interest recently. The coupled problem is a typical multi-domain problem with multi-physics. In-depth understanding of this problem requires both modeling process and numerical study. In this work, some existing surface flow models and subsurface flow models are reviewed; the interaction mechanisms of surface flow with subsurface porous media flow are discussed; numerical algorithms for solving coupled surface/subsurface flow models are proposed; in particular, preconditioning techniques and two grid algorithms are mathematically and numerically investigated.;In Chapter 1, we present some existing models for describing surface fluid flow motion as well as those for subsurface porous media flow motion. Moreover, we study some coupled models including both surface fluid flow and subsurface porous media flow. The interactions of fluid flow and porous media flow are reflected by transmission conditions at the interface between surface and subsurface. Other related multimodels for incompressible flows will also be introduced.;In Chapter 2, we focus on preconditioning techniques for the coupled Stokes/Darcy model, a linear model for the surface/subsurface flows coupling. Several decoupled preconditioners are proposed and analyzed. Especially, the convergence rate of GMRES method with these preconditioners is shown to be independent of meshsize. For improving the robustness with respect to physical parameters, coupled preconditioners are also theoretically and numerically investigated.;In Chapter 3, a two grid algorithm for decoupling the coupled Stokes/Darcy model is studied. The two grid algorithm consists of solving a coupled coarse grid problem, then solving two sub-problems in parallel. We use coarse grid solution to supplement boundary conditions at the interface for fine grid subproblems. Theoretical analysis shows that the two grid algorithm retains optimal approximation accuracy by choosing a proper scaling between coarse grid and fine grid. Both first order discretization and second order discretization are conducted to verify the theory. Moreover, we propose a multilevel algorithm based on the two grid technique. Numerical experiments show that our algorithms are very efficient and effective.;In Chapter 4, we propose several two grid algorithms for solving a coupled Navier-Stokes/Darcy model. Our two grid algorithms not only decouple the coupled problem but also linearize the nonlinear terms from Navier-Stokes equations and the interface conditions. Error analysis are given to show that our algorithms possess good approximation properties. Numerical justifications are also presented to show that our algorithms can greatly reduce the computational cost and can accurately approximate the solution of the coupled problem.;In Chapter 5, we study a linearized Navier-Stokes/Darcy coupling model. This model is extracted from coarse grid approximation and Picard iteration for solving the coupled nonlinear Navier-Stokes/Darcy problem. We adopt Green function based preconditioner for Oseen equations, combined with the preconditioning techniques for the coupled Stokes/Darcy model, to speed up the convergence rate of GMRES method. Comparisons with other preconditioners are numerically studied.;In the appendix, we review GMRES algorithm. Particularly, based on geometric properties of Krylov subspace methods, the convergence rate analysis of GMRES method is presented. Other issues including preconditioned GMRES algorithm and energy norm based GMRES algorithm will also be addressed.
机译:近年来,有关不可压缩表面流与地下多孔介质流耦合的研究工作引起了越来越多的关注。耦合问题是具有多物理场的典型多域问题。对此问题的深入了解需要建模过程和数值研究。在这项工作中,回顾了一些现有的地表流模型和地下流模型。讨论了表面流与地下多孔介质流的相互作用机理。提出了求解地表/地下耦合渗流模型的数值算法;尤其是对预处理技术和两个网格算法进行了数学和数值研究。在第一章中,我们介绍了一些描述表面流体流动以及地下流体介质流动的模型。此外,我们研究了一些耦合模型,包括地表流体流和地下多孔介质流。流体流动和多孔介质流动的相互作用被表面和地下之间的界面处的传输条件所反映。其他有关不可压缩流的多模型也将被介绍。在第二章中,我们着重于Stokes / Darcy耦合模型的预处理技术,Stokes / Darcy耦合模型是地表/地下流耦合的线性模型。提出并分析了几种解耦的预处理器。特别是,使用这些预处理器的GMRES方法的收敛速度显示出与网格大小无关。为了提高物理参数的鲁棒性,还对耦合预处理器进行了理论和数值研究。第三章研究了一种用于耦合Stokes / Darcy模型的两网格解耦算法。两网格算法包括求解耦合的粗网格问题,然后并行求解两个子问题。我们使用粗网格解决方案来补充边界处的边界条件,以解决细网格子问题。理论分析表明,通过在粗网格和细网格之间选择适当的缩放比例,两个网格算法保留了最佳的近似精度。进行一阶离散化和二阶离散化以验证该理论。此外,我们提出了一种基于两网格技术的多级算法。数值实验表明,该算法是高效有效的。在第四章​​中,我们提出了几种两种网格算法来求解Navier-Stokes / Darcy耦合模型。我们的两个网格算法不仅使耦合问题解耦,而且使来自Navier-Stokes方程和界面条件的非线性项线性化。误差分析表明,我们的算法具有良好的近似性能。数值证明也表明,我们的算法可以大大降低计算成本,并且可以精确地逼近耦合问题的解决方案。在第五章中,我们研究了线性化的Navier-Stokes / Darcy耦合模型。该模型是从粗糙网格近似和Picard迭代中提取的,用于解决非线性Navier-Stokes / Darcy耦合问题。我们对Oseen方程采用基于Green函数的预处理器,并结合Stokes / Darcy耦合模型的预处理技术,以加快GMRES方法的收敛速度。数值研究了与其他预处理器的比较。在附录中,我们回顾了GMRES算法。特别地,基于Krylov子空间方法的几何性质,提出了GMRES方法的收敛速度分析。其他问题也将解决,包括预处理的GMRES算法和基于能量范数的GMRES算法。

著录项

  • 作者

    Cai, Mingchao.;

  • 作者单位

    Hong Kong University of Science and Technology (Hong Kong).;

  • 授予单位 Hong Kong University of Science and Technology (Hong Kong).;
  • 学科 Mathematics.
  • 学位 Ph.D.
  • 年度 2008
  • 页码 142 p.
  • 总页数 142
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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