Adaptive Mesh Refinement for Dam-Break Models using the Shallow Water Equations

E. Holzbecher
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引用次数: 2

Abstract

The 2D shallow water equations are a common tool for the simulation of free surface fluid dynamics in civil engineering. However, the nonlinear structures of the equations' straightforward implementations lead to numerical problems, such as spurious oscillations and unphysical diffusion. Therefore, this research compared several strategies to overcome these problems, using various finite element formulations and combinations of stabilization methods and mesh options. The accuracy and performance of numerous approaches are examined on models of dam-break in one and two space dimensions. The analytical solution checks the numerical, derived shock wave heights and velocities for the 1D classical benchmark. The result showed that streamlined diffusion and shock capturing stabilization deal with the classical problems of spurious oscillations and numerical diffusion but still indicate similar problems locally in the vicinity of steep fronts and shock waves when used on fixed meshes. As adaptive meshing is the most promising method to deal with such situations, several concerned options are examined in detail. It is important to fine-tune the method to the model's needs, i.e. to adapt the maximum number of mesh refinements, the indicator functions, and the starting mesh. The use of adaptive meshing techniques leads to accurate solutions for the usual parameter range in 1D and 2D, requiring less computational resources than simulations on fixed meshes. Meanwhile, meshing reduces the model size of the 2D dam break model adaptive by almost one order of magnitude and the execution time by a factor of 20.
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基于浅水方程的溃坝模型自适应网格细化
二维浅水方程是土木工程中自由表面流体力学模拟的常用工具。然而,方程的非线性结构的直接实现导致数值问题,如伪振荡和非物理扩散。因此,本研究比较了几种克服这些问题的策略,使用各种有限元公式以及稳定方法和网格选择的组合。在一维和二维溃坝模型上检验了多种方法的精度和性能。解析解对一维经典基准的数值、推导激波高度和速度进行了校核。结果表明,流线型扩散和激波捕获稳定化处理了经典的伪振荡和数值扩散问题,但在固定网格上,在陡锋和激波附近仍然存在类似的局部问题。由于自适应网格划分是处理这种情况最有希望的方法,因此对几种相关的选择进行了详细的研究。根据模型的需要对方法进行微调是很重要的,即适应最大数量的网格细化、指示函数和起始网格。使用自适应网格划分技术可以在一维和二维中精确解决通常的参数范围,比在固定网格上模拟需要更少的计算资源。同时,网格化使自适应二维溃坝模型的模型尺寸减少了近一个数量级,执行时间减少了20倍。
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来源期刊
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发文量
20
审稿时长
15 weeks
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