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Damage detection using modal frequency curve and squared residual wavelet coefficients-based damage indicator

机译:使用模态频率曲线和基于残差小波系数平方的损伤指示符进行损伤检测

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摘要

A theoretical and experimental study of the frequency-based damage detection method has been presented in this paper. Based on the eigenvalue problem and perturbation assumption of defect in modal response, the theoretical basis of the modal frequency curve method is established. The extraction of defect characteristics from the modal frequency curve via discrete wavelet transform is illustrated. The above background leads to the development of a new multiple-mode damage indicator for damage localisation and a damage estimator for size prediction. Then, the proposed method has been applied to aluminium samples with pre-defined damage sections. Finite element modelling and experimental testing results are presented to demonstrate the performance of the method. Additionally, detectability with respect to the various mass ratios is investigated to support the ability of the method in real applications. The numerical and experimental results suggest that the use of the damage indicator provides a more robust and unambiguous damage identification than the sole use of the wavelet coefficients of the modes investigated. In addition, the damage estimator predicts the defect size to a satisfactory level.
机译:本文提出了基于频率的损伤检测方法的理论和实验研究。基于特征值问题和模态响应缺陷的摄动假设,建立了模态频率曲线法的理论基础。说明了通过离散小波变换从模态频率曲线中提取缺陷特征。上述背景导致了用于损伤定位的新的多模式损伤指示器和用于尺寸预测的损伤估计器的开发。然后,所提出的方法已应用于具有预定损伤截面的铝样品。给出了有限元建模和实验测试结果以证明该方法的性能。另外,研究了关于各种质量比的可检测性,以支持该方法在实际应用中的能力。数值和实验结果表明,与仅使用所研究模式的小波系数相比,使用损伤指示符可提供更可靠和明确的损伤识别。另外,损伤估计器将缺陷尺寸预测到令人满意的水平。

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