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基于稀疏表示兰姆波的复合材料分层特征的局域波数方法。

Local Wavenumber Method for Delamination Characterization in Composites With Sparse Representation of Lamb Waves.

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2021 Apr;68(4):1305-1313. doi: 10.1109/TUFFC.2020.3022880. Epub 2021 Mar 26.

DOI:10.1109/TUFFC.2020.3022880
PMID:32903178
Abstract

This article presents a quantitative Lamb wave detection method for delamination characterization in composite laminates using local wavenumber features. In contrast to the conventional Fourier transform-based methods, the improved sparse reconstruction method is efficient and able to evaluate the spatial wavenumbers of Lamb waves with limited measurements. To improve the feasibility of the sparse reconstruction method, the analytical solution of the local wavenumbers to the compressed sensing (CS) formulation with considering structural discontinuity is firstly investigated. The estimated wavenumber values for the spatial window located on healthy and damaged regions simultaneously are governed by a nonlinear optimization function. Benefiting from revealing the evolution of local wavenumber slopes, a delamination characterization method is proposed to accurately determine the damage location and depth by wavenumber banalization. Subsequently, the performance of the proposed method on local wavenumber estimation and damage quantification is verified by the simulation data. The parameters are discussed in order to improve the algorithm stability. Finally, the experimental investigation was conducted on a quasi-isotropic carbon fiber reinforced polymer (CFRP) laminate with an induced delamination. Lamb wave was generated and scanned by the Nd:YAG laser spot with spatial intervals of 2 mm. The results verify the sparse reconstruction method for delamination characterization, which shows value of reducing labor cost and testing time.

摘要

本文提出了一种基于局部波数特征的复合材料分层表征的定量兰姆波检测方法。与传统的基于傅里叶变换的方法相比,改进的稀疏重建方法效率高,能够用有限的测量值评估兰姆波的空间波数。为了提高稀疏重建方法的可行性,首先研究了考虑结构不连续性的压缩感知(CS)公式的局部波数解析解。位于健康和损伤区域的空间窗口的估计波数值受非线性优化函数控制。通过揭示局部波数斜率的演变,提出了一种分层特征化方法,通过波数均匀化来准确确定损伤位置和深度。随后,通过模拟数据验证了所提出的局部波数估计和损伤量化方法的性能。为了提高算法稳定性,讨论了参数。最后,在具有诱导分层的准各向同性碳纤维增强聚合物(CFRP)层压板上进行了实验研究。兰姆波由 Nd:YAG 激光点以 2mm 的空间间隔产生和扫描。结果验证了用于分层特征化的稀疏重建方法,该方法具有降低劳动力成本和测试时间的价值。

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