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Modal Decomposition of Pressure Data in Cavity Flows

机译:腔流中压力数据的模态分解

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The flow over aircraft bays exhibits many characteristics of cavity flows, namely resonant pressures that can create high structural loading. An extensive dataset of pressure measurements within both simple and complex cavities was previously obtained and analyzed using power-spectral densities, coherence levels, and cross correlations between sensor pairs within the cavity. More in-depth analysis of the flow structure is studied here using modal decomposition techniques. Both Proper Orthogonal Decomposition (POD) and Dynamic Mode Decomposition (DMD) were applied to the experimental and computational results within a simple rectangular cavity. POD was able to show that the cavity modes are coherent across the cavity width. Only higher modes that were associated with more turbulent fluctuations exhibited spanwise variations. These were concentrated at the aft end of the cavity. DMD was able to isolate structures associated with single frequencies in the flow. At the Rossiter frequencies, coherent structures across the front cavity width were found, while more complex shapes were observed at the cavity rear, consistent with the POD analysis. Additional DMD modes in between the dominant Rossiter frequencies also appeared. These additional modes were associated with a low-frequency modulation of the cavity tones.
机译:飞机机舱上的流动表现出空腔流动的许多特征,即共振压力会产生较高的结构载荷。先前已获得了简单腔和复杂腔内的大量压力测量数据集,并使用功率谱密度,相干性级别以及腔内传感器对之间的互相关性对其进行了分析。本文使用模态分解技术对流动结构进行了更深入的分析。适当的正交分解(POD)和动态模式分解(DMD)均应用于简单矩形腔内的实验和计算结果。 POD能够显示腔模式在整个腔宽度上是一致的。只有与更大的湍流波动相关的较高模态才显示出翼展方向变化。这些被集中在腔的尾端。 DMD能够隔离与流中单个频率相关的结构。在Rossiter频率下,发现了整个前腔宽度的相干结构,而在后腔观察到了更复杂的形状,这与POD分析一致。在主导的Rossiter频率之间还出现了其他DMD模式。这些额外的模式与腔音的低频调制有关。

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