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首页> 外文期刊>Experiments in Fluids: Experimental Methods and Their Applications to Fluid Flow >Determination of turbulence properties by using empirical mode decomposition on periodic and random perturbed flows
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Determination of turbulence properties by using empirical mode decomposition on periodic and random perturbed flows

机译:利用经验模态分解确定周期性和随机扰动流的湍流特性

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摘要

Stationary and non-stationary grid-generated turbulence was studied using a complementary technique that combines empirical mode decomposition (EMD) and triple-decomposition. Non-stationary conditions were generated by superimposing periodic and random fluctuations on the original flow. Empirical mode decomposition (EMD) was applied as a filter to separate these fluctuations from the turbulent velocity component. Triple-decomposition was then used and the turbulent intensity, the integral length scales and the Power Spectral Density of the velocity were determined. How to use EMD in order to optimize this decomposition is discussed. Finally, the properties of the turbulence are compared to those characterized without addition of fluctuations and a good agreement is found.
机译:使用结合经验模式分解(EMD)和三重分解的互补技术研究了固定和非固定网格生成的湍流。通过将周期性和随机波动叠加在原始流量上来生成非平稳条件。经验模式分解(EMD)被用作过滤器,以将这些波动与湍流速度分量分开。然后使用三次分解,并确定了湍流强度,积分长度尺度和速度的功率谱密度。讨论了如何使用EMD来优化此分解。最后,将湍流的特性与不增加波动的特性进行了比较,并找到了很好的一致性。

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