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USING TIME-FREQUENCY AND WAVELET ANALYSIS' TO ASSESS TURBULENCE/ROTOR INTERACTIONS

机译:使用时频和小波分析'评估湍流/转子相互作用

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Large loading events on wind turbine rotor blades are often associated with transient bursts of coherent turbulent energy in the turbine inflow. These coherent turbulent structures are identified as peaks in the three-dimensional, instantaneous, turbulent shearing stress field. Such organized inflow structures and the accompanying rotor aeroelastic responses typically have time scales of only a few seconds and therefore do not lend themselves for analysis by conventional Fourier spectral techniques. Time-frequency analysis (and wavelet analysis in particular) offers the ability to more closely study the spectral decomposition of short period events such as the interaction of coherent turbulence with a moving rotor blade. In this paper, we discuss our initial progress in the application of time-frequency analysis techniques to the decomposition and interpretation of turbulence/rotor interaction. We discuss the results of applying both the continuous and discrete wavelet transforms for our application. Several examples are given of the techniques applied to both observed turbulence and turbine responses and those generated using numerical simulations. We found that the presence of coherent turbulent structures, as revealed by the inflow Reynolds stress field, is a major contributor to large load excursions. These bursts of coherent turbulent energy induce a broadband aeroelastic response in the turbine rotor as it passes through them.
机译:风力涡轮机转子叶片上的大装载事件通常与涡轮机流入中的相干湍流能量的瞬态爆发相关联。这些相干湍流结构被识别为三维瞬时湍流剪切应力场中的峰。这种有组织的流入结构和伴随的转子空气弹性响应通常仅具有几秒钟的时间尺度,因此不要通过传统的傅立叶谱技术来分析。时频分析(特别是小波分析)提供了更紧密地研究短时间事件的光谱分解,例如具有移动转子叶片的相干湍流的相互作用。在本文中,我们讨论了在将时频分析技术应用于分解和湍流/转子相互作用的分解和解释的初步进展。我们讨论了应用于我们的应用程序的连续和离散小波变换的结果。给出了应用于观察到的湍流和涡轮响应的技术以及使用数值模拟产生的技术。我们发现,由于流入的雷诺应力场所揭示的,存在相干湍流结构,是大型载体偏移的主要贡献者。当它穿过它们时,这些相干湍流能量的突发诱导涡轮机转子的宽带空气弹性响应。

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