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Numerical and experimental assessment of the modal curvature method for damage detection in plate structures

机译:模态曲率法检测板结构损伤的数值和实验评估

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摘要

Use of modal curvatures obtained from modal displacement data for damage detection in isotropic and composite laminated plates is addressed through numerical examples and experimental tests. Numerical simulations are carried out employing COMSOL Multiphysics as finite element solver of the equations governing the Mindlin-Reissner plate model. Damages are introduced as localized non-smooth variations of the bending stiffness of the baseline (healthy) configuration. Experiments are also performed on steel and aluminum plates using scanning laser vibrometry. The obtained results confirm that use of the central difference method to compute modal curvatures greatly amplifies the measurement errors and its application leads to unreliable predictions for damage detection, even after denoising. Therefore, specialized ad hoc numerical techniques must be suitably implemented to enable structural health monitoring via modal curvature changes. In this study, the Savitzky-Golay filter (also referred to as least-square smoothing filter) is considered for the numerical differentiation of noisy data. Numerical and experimental results show that this filter is effective for the reliable computation of modal curvature changes in plate structures due to defects and/or damages.
机译:通过数值示例和实验测试,研究了从模态位移数据获得的模态曲率用于各向同性和复合层压板的损伤检测。使用COMSOL Multiphysics作为控制Mindlin-Reissner平板模型的方程式的有限元求解器进行了数值模拟。损害是作为基线(健康)配置的弯曲刚度的局部非平滑变化引入的。还使用扫描激光振动法在钢板和铝板上进行了实验。所获得的结果证实,使用中心差法计算模态曲率会极大地放大测量误差,其应用导致即使在去噪之后也无法可靠地预测损伤检测。因此,必须适当地采用专门的特殊数值技术,以通过模态曲率变化进行结构健康状况监测。在这项研究中,考虑使用Savitzky-Golay滤波器(也称为最小二乘平滑滤波器)来对噪声数据进行数值微分。数值和实验结果表明,该滤波器对于由于缺陷和/或损坏而导致的板结构模态曲率变化的可靠计算有效。

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