Composite Laminates Damage Detection Based on Basis Pursuit Denoising Algorithm

被引:0
|
作者
Xu, Caibin [1 ]
Chen, Xuefeng [1 ]
Zhai, Zhi [1 ]
Zuo, Hao [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Mech Engn, Xian, Peoples R China
基金
中国国家自然科学基金;
关键词
basis pursuit denoising; composites plate; Lamb waves; structural health monitoring; sparse reconstruction; FAULT-DIAGNOSIS; LAMB WAVES; LOCALIZATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
When Lamb waves propagates in composite laminates, the direction-dependent property parameters of the composite laminates lead to different propagation velocities, which is known as the anisotropy nature. It makes the problem of damage detection more difficult. A sparse reconstruction based damage imaging method considering the anisotropy nature of composite laminates is presented in this paper. A propagation model of Lamb waves considering the propagation directions is introduced to build a wavefield dictionary. Then the problem of damage detection is formulated as a sparse reconstruction problem, which can be solved by basis pursuit denoising algorithm. Finally, experiments with simulated damages are performed and the results validate the effectiveness of the method.
引用
收藏
页码:394 / 399
页数:6
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