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Efficient numerical techniques for advection dominated transport equations.

机译:对流控制输运方程的有效数值技术。

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摘要

Advection-diffusion-reaction differential equations arise from petroleum reservoir simulation, groundwater contaminant remediation, and many other applications. The solutions to these kinds of problems usually have moving sharp fronts and cause serious numerical difficulties. Standard numerical methods produce either excessive non-physical oscillations or extra numerical diffusion which smears the sharp fronts. Therefore, many special numerical techniques have been developed to overcome these difficulties. Among them, Eulerian-Lagrangian localized adjoint method (ELLAM) is prominent. In ELLAM, one can use large time steps while maintaining high accuracy. Moreover, all boundary conditions are naturally incorporated into variational forms and mass is conserved.; The major contributions of this dissertation are in the following two areas: In part I, we combine ELLAM framework with multiresolution analysis to develop CFL-free, explicit schemes for time-dependent advection-reaction equations in multiple space dimensions. The developed wavelet schemes include single level scheme, multilevel scheme, and multilevel scheme with adaptive and mass-conservative compression. In part II, we develop two Eulerian-Lagrangian nonoverlapping domain decomposition schemes for unsteady-state advection-diffusion equations in multidimensional spaces.; Included numerical experiments on these schemes and comparison with some other well-received methods demonstrate the strong potentials of our schemes. Theoretical analyses of the schemes are also presented.
机译:对流扩散反应微分方程来自石油储层模拟,地下水污染物修复以及许多其他应用。这些问题的解决方案通常具有锋利的前沿,并造成严重的数值困难。标准的数值方法会产生过多的非物理振动,或者会产生多余的数值扩散,从而弥漫了锋利的前沿。因此,已经开发出许多特殊的数值技术来克服这些困难。其中,欧拉-拉格朗日局部伴随方法(ELLAM)突出。在ELLAM中,可以使用较长的时间步长来保持高精度。而且,所有的边界条件自然地并入了变化形式,并且质量得以守恒。本论文的主要贡献在于以下两个方面:在第一部分中,我们将ELLAM框架与多分辨率分析相结合,为在多个空间维度上与时间有关的对流反应方程开发无CFL的显式格式。所开发的小波方案包括单级方案,多级方案以及具有自适应压缩和质量守恒压缩的多级方案。在第二部分中,我们为多维空间中的非稳态对流扩散方程开发了两种欧拉-拉格朗日非重叠域分解方案。在这些方案上进行的数值实验以及与其他一些公认的方法的比较证明了我们方案的强大潜力。还介绍了该方案的理论分析。

著录项

  • 作者

    Liu, Jiangguo.;

  • 作者单位

    University of South Carolina.;

  • 授予单位 University of South Carolina.;
  • 学科 Mathematics.
  • 学位 Ph.D.
  • 年度 2001
  • 页码 97 p.
  • 总页数 97
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 数学;
  • 关键词

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