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APPLICATIONS OF EARSM TURBULENCE MODELS TO INTERNAL FLOWS

机译:EARSM湍流模型在内部流动中的应用

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Turbulence modeling remains an active CFD development front for turbomachinery as well as for general industrial applications. While DNS and even LES still seem out of reach within the typical industrial design cycle due to their high computational cost, RANS-based models remain the workhorse of CFD. Currently, the most widely used models are Linear Eddy-Viscosity Models (LEVM), despite their known limitations for certain flow complexities. Therefore, extending the reliability of eddy-viscosity models to more complex flows without significantly increasing the computational cost can immediately contribute to more reliable CFD results for wider range of applications. This, in turn, can further reduce the need for costly tests and consequently can reduce the product development cost. A promising approach to achieve this goal is using Explicit Algebraic Reynolds Stress Models (EARSM), obtained through a simplification of the full Differential Reynolds Stress Models (DRSM), and can be perceived as an extension of LEVMs by including the non-linear relation between the turbulence stress tensor, the mean-flow gradient and the turbulence scales. These models are thus less demanding than DRSM, yet capable of capturing more complex turbulence features, compared to LEVM, such as anisotropy in the normal stresses. This may be particularly important in comer flows, for instance, in the hub-blade regions or in diffusers. This work explores the application of EARSM models to a double diffuser and a high-performance centrifugal compressor stage (HPCC). The results are compared to available experimental data [1,2] showing the importance of including the anisotropy of turbulence in the model, particularly in presence of turbulent corner flows in a diffuser. Furthermore, the EARSM results are also compared to results from the commonly used SST turbulence model. The CFD comparison includes details of the flow structure in the diffuser, where the most noticeable impact from the use of EARSM turbulence models is expected.
机译:湍流建模仍然是涡轮机械以及一般工业应用的活跃CFD开发前沿。尽管DNS和LES由于计算成本高而在典型的工业设计周期内似乎仍然遥不可及,但基于RANS的模型仍然是CFD的主力军。当前,使用最广泛的模型是线性涡流-粘度模型(LEVM),尽管它们对某些流动复杂性存在已知的限制。因此,在不显着增加计算成本的情况下将涡流粘度模型的可靠性扩展到更复杂的流,可以立即为更广泛的应用提供更可靠的CFD结果。反过来,这可以进一步减少对昂贵测试的需求,因此可以减少产品开发成本。实现此目标的一种有前途的方法是使用显式代数雷诺应力模型(EARSM),该模型通过简化完整的微分雷诺应力模型(DRSM)获得,并且可以通过包括以下项之间的非线性关系而视为LEVM的扩展:湍流应力张量,平均流量梯度和湍流尺度。因此,与LEVM相比,这些模型的要求不如DRSM,但能够捕获更复杂的湍流特征,例如法向应力中的各向异性。这在拐角流中,例如在轮毂叶片区域或扩散器中可能尤其重要。这项工作探索了EARSM模型在双扩散器和高性能离心压缩机级(HPCC)中的应用。将结果与可用的实验数据[1,2]进行比较,结果显示了在模型中包括湍流各向异性的重要性,特别是在扩散器中存在湍流角流的情况下。此外,还将EARSM结果与常用SST湍流模型的结果进行比较。 CFD比较包括扩散器中流动结构的详细信息,预计使用EARSM湍流模型会产生最明显的影响。

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