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Damage Identification in Beam Structure using Spatial Continuous Wavelet Transform

机译:使用空间连续小波变换光束结构损坏识别

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In this paper the applicability of spatial continuous wavelet transform (CWT) technique for damage identification in the beam structure is analyzed by application of different types of wavelet functions and scaling factors. The proposed method uses exclusively mode shape data from the damaged structure. To examine limitations of the method and to ascertain its sensitivity to noisy experimental data, several sets of simulated data are analyzed. Simulated test cases include numerical mode shapes corrupted by different levels of random noise as well as mode shapes with different number of measurement points used for wavelet transform. A broad comparison of ability of different- wavelet functions to detect and locate damage in beam structure is given. Effectiveness and robustness of the proposed algorithms are demonstrated experimentally on two aluminum beams containing single mill-cut damage. The modal frequencies and the corresponding mode shapes are obtained via finite element models for numerical simulations and by using a scanning laser vibrometer with PZT actuator as vibration excitation source for the experimental study.
机译:本文通过应用不同类型的小波函数和缩放因子来分析空间连续小波变换(CWT)技术在光束结构中损坏识别的适用性。所提出的方法仅使用来自损坏结构的独特模式形状数据。为了检查方法的限制并确定其对嘈杂实验数据的敏感性,分析了几组模拟数据。模拟测试用例包括由不同水平的随机噪声损坏的数值形状以及具有用于小波变换的不同数量的测量点的模式形状。给出了不同小波函数检测和定位光束结构损伤能力的广泛比较。所提出的算法的有效性和鲁棒性在实验上对含有单轧机造成损坏的两个铝梁进行了实验证明。通过用于数值模拟的有限元模型获得模态频率和相应的模式形状,并通过使用PZT执行器的扫描激光振动计作为实验研究的振动激发源。

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