论文标题

过渡边界层和翼型流动中的雷诺平均降低 - 长 - stokes模型的量化形式的不确定性

Quantification of Reynolds-averaged-Navier-Stokes model form uncertainty in transitional boundary layer and airfoil flows

论文作者

Chu, Minghan, Wu, Xiaohua, Rival, David E.

论文摘要

众所周知,Boussinesq湍流粘度假说可以在复杂的流动特征(例如分离,重新分析和层状扰动过渡)的预测中引入不确定性。这项研究采用了最新的基于物理的不确定性定量(UQ)方法来解决这种模型,形成了雷诺平均的Naiver-Stokes(RANS)模拟中的不确定性。到目前为止,几乎所有的UQ研究都集中在量化湍流场景中的模型不确定性。这项研究的重点是提高我们对两种不同的过渡流动方案上UQ方法的性能的理解:平板和SD7003机翼,以缩小这一差距。对于T3a(平板流)流动,大多数模型形式的不确定性集中在层流扰动过渡区域中。对于SD7003机翼流,特征值扰动显示出减少和分离气泡长度的增加。结果,不确定性界限成功地涵盖了重新计算点。同样,出现在分离气泡中的反向流的区域被特征值扰动抑制或增强。在这种情况下,将UQ方法应用于过渡并显示出很大的结果。这是首次成功进行过渡流的UQ研究。

It is well known that Boussinesq turbulent-viscosity hypothesis can introduce uncertainty in predictions for complex flow features such as separation, reattachment, and laminar-turbulent transition. This study adopts a recent physics-based uncertainty quantification (UQ) approach to address such model form uncertainty in Reynolds-averaged Naiver- Stokes (RANS) simulations. Thus far, almost all UQ studies have focused on quantifying the model form uncertainty in turbulent flow scenarios. The focus of the study is to advance our understanding of the performance of the UQ approach on two different transitional flow scenarios: a flat plate and a SD7003 airfoil, to close this gap. For the T3A (flat-plate flow) flow, most of the model form uncertainty is concentrated in the laminar-turbulent transition region. For the SD7003 airfoil flow, the eigenvalue perturbations reveal a decrease as well as an increase in the length of the separation bubble. As a consequence, the uncertainty bounds successfully encompass the reattachment point. Likewise, the region of reverse flow that appear in the separation bubble is either suppressed or bolstered by the eigenvalue perturbations. In this context, the UQ methodology is applied to transition and show great results. This is the first successful RANS UQ study for transitional flows.

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