Theory of the momentum source method for synthetic turbulence

Mingyu Shao, Hanbo Jiang, Shiyi Chen
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Abstract

The interaction between turbulence and blade leading edges is known to have a significant impact on the aerodynamic and aeroacoustic performance of propellers. In addition to directly simulating turbulence, synthetic turbulence, such as the momentum source method, has been developed as a popular method for studying this interaction process in computational fluid dynamics and computational aeroacoustics. However, it is found that for non-periodic disturbances, although the induced velocity field is divergence-free, spurious noise may be generated in the source region and contaminate simulation results. To address this issue, the present work proposes adding a correction term so that the divergence-free condition is satisfied globally and the unwanted acoustic waves are suppressed, as an extension to our previous work for time-periodic gusts [H. Jiang, Phys. Fluids 35, 096115 (2023)]. The strength of the proposed approach lies in its simplicity, flexibility, and generality. First, it derives explicit source terms, which are straightforward for numerical implementations, to generate unsteady flow fluctuations. Second, the sources can be added inside the computational domain, saving computational costs for turbulence convection and being compatible with most existing boundary conditions. Third, the proposed method can obtain analytical expressions for the needed momentum source of the Navier–Stokes equation subject to any desired isotropic or anisotropic divergence-free turbulence fields. The method has been verified by examples of synthesizing harmonic gusts, Gaussian eddies, and random turbulence. The synthetic velocity results characterized by different spectral components are directly compared to target velocity fields, verifying the proposed approach and showing its capability. Parameters that influence the distribution of added sources are systematically investigated to identify an optimal combination for different scenarios. Finally, the model is employed to evaluate the aerodynamic interaction between an incoming turbulence and a thin airfoil. The obtained results exhibit good correspondence with analytical solutions.
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合成湍流动量源方法理论
众所周知,湍流与叶片前缘之间的相互作用对螺旋桨的气动和气动声学性能有重大影响。除了直接模拟湍流外,动量源法等合成湍流已成为计算流体动力学和计算航空声学中研究这种相互作用过程的常用方法。然而,研究发现,对于非周期性扰动,虽然诱导速度场是无发散的,但可能会在动量源区域产生杂散噪声,从而污染仿真结果。为了解决这个问题,本研究建议添加一个修正项,从而在全局上满足无发散条件,并抑制不需要的声波,作为我们之前针对时间周期性阵风研究的扩展[H. Jiang,Phys. Fluids 35, 096115 (2023)]。所提方法的优势在于其简单性、灵活性和通用性。首先,它导出了明确的源项,可直接用于数值计算,以产生非稳定流波动。其次,源项可以添加到计算域内,从而节省了湍流对流的计算成本,并与大多数现有边界条件兼容。第三,所提出的方法可以获得纳维-斯托克斯方程所需的动量源的解析表达式,该表达式受制于任何所需的各向同性或各向异性无发散湍流场。该方法已通过合成谐波阵风、高斯涡和随机湍流的实例得到验证。以不同频谱成分为特征的合成速度结果与目标速度场进行了直接比较,从而验证了所提出的方法并显示了其能力。对影响附加源分布的参数进行了系统研究,以确定不同情况下的最佳组合。最后,利用该模型评估了进入的湍流与薄机翼之间的气动相互作用。所获得的结果与分析解具有良好的对应性。
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