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Error Quantification for Computational Aerodynamics Using an Error Transport Equation

机译:使用误差传递方程的计算空气动力学误差量化

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摘要

Error quantification in computational fluid dynamics is a subject of increasing interest and research. Although solution verification is conventionally performed using systematic grid refinement, Richardson extrapolation can be restrictive in its applicability, possibly requiring more than three grids to establish monotonic behavior. Ultimately, a single grid error estimation method may prove of greater utility for practical application in computational aerodynamics. In this work, an error transport equation is implemented in a three-dimensional upwind unstructured Navier-Stokes solver. An approach for deriving errors in related quantities of interest from the solution of the error transport equation is presented. Error quantification is demonstrated in two and three dimensions for aerodynamic flows where experimental data are available for comparison. Predicted error bars are found to contain fine grid solutions, test data, and the results of Richardson extrapolation. Furthermore, the error transport equation provides meaningful error quantification for aerodynamic coefficients in cases where Richardson extrapolation cannot be applied.
机译:计算流体动力学中的误差量化是人们日益关注和研究的课题。尽管解决方案验证通常使用系统化的网格细化方法进行,但理查森外推法的适用性可能受到限制,可能需要三个以上的网格来建立单调行为。最终,单一网格误差估计方法可以证明在计算空气动力学的实际应用中具有更大的实用性。在这项工作中,在三维迎风非结构化Navier-Stokes求解器中实现了一个误差传递方程。提出了一种从误差传递方程的解中导出相关感兴趣量误差的方法。误差量化在二维和三维空间中得到了验证,其中有可比较的实验数据。发现预测的误差线包含精细的网格解,测试数据和Richardson外推的结果。此外,在无法应用理查森外推法的情况下,误差传递方程为空气动力学系数提供了有意义的误差量化。

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