Multiresolution wavelet analysis to estimate Lamb waves direction of arrival in passive monitoring techniques

Angelo Garofalo, N. Testoni, A. Marzani, L. De Marchi
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引用次数: 5

Abstract

Impact damage may compromise the structural integrity and resistance. When an impact occurs, it is important to check if a structural damage was originated at the impact location. On thin structures, impacts generate guided stress waves (Lamb waves) which can be analyzed to infer the actual impact position. A novel strategy to determine the Lamb wave direction of arrival, generated by an impact occurring in thin plate structures, is proposed in this paper. As already known, the wave mode propagation of GWs (i.e. Lamb Waves) along thin structures is characterized by a dispersive behaviour which could hinder an accurate estimation of the wave direction of arrival when monitoring the DToA associated to different sensors. Evidently, this is to be avoid in SHM (Structural Healt Monitoring) techniques. Overcoming this limitation is the aim of the paper, therefor a new estimation technique in the wavelet domain has been carried out for passive sensors. The proposed procedure, based on the CWT decomposition of non-linear signals acquired by three closely-located piezoelectrics transducers, causes a resampling of the time-frequency plane allowing to separate the wave components travelling at different velocities as well as to highlight the frequency dependence of the DToA. The multiresolution analysis has the advantage that the DToA among two different transducers can be computed multiple times, at different frequencies range, by applying the cross-correlation method in the CWT domain for each computed scale. In this way, the GW direction of arrival can be estimated making an averaging procedure across scales to the arc-tangent of the ratio between the DToA among specific sensors. The optimization of the transducers disposition on the plate has been also carried out and, in the end, experimental results are shown.
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被动监测技术中多分辨率小波分析估计兰姆波到达方向
冲击损伤会损害结构的完整性和阻力。当撞击发生时,检查结构损伤是否起源于撞击位置是很重要的。在薄结构上,冲击会产生导向应力波(兰姆波),通过分析兰姆波可以推断出实际的冲击位置。本文提出了一种确定薄板结构中碰撞产生的兰姆波到达方向的新策略。众所周知,GWs(即Lamb波)沿薄结构的波模式传播具有色散特性,在监测与不同传感器相关的DToA时,这可能会妨碍对波到达方向的准确估计。显然,在结构健康监测(SHM)技术中,这是要避免的。为了克服这一局限性,本文提出了一种新的无源传感器小波域估计技术。该方法基于对三个位置紧密的压电换能器所获得的非线性信号的CWT分解,对时频平面进行重采样,从而分离出以不同速度传播的波分量,并突出DToA的频率依赖性。多分辨率分析的优点是,通过在CWT域中对每个计算尺度应用互相关方法,可以在不同频率范围内多次计算两个不同换能器之间的DToA。通过这种方式,可以通过对特定传感器之间的DToA之比的弧切线进行跨尺度的平均过程来估计到达的GW方向。最后对传感器在平板上的配置进行了优化,并给出了实验结果。
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