Damage identification based on wavelet packet analysis method

被引:7
作者
Chen, Yijin [1 ]
Xie, Shilin [1 ]
Zhang, Xinong [1 ]
机构
[1] Xi An Jiao Tong Univ, State Key Lab Strength & Vibrat Mech Struct, Sch Aerosp, Xian 710049, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Damage identification; wavelet; wavelet packet; variation rate of variance; impact load;
D O I
10.3233/JAE-162134
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
A new structure damage identification method is proposed based on wavelet packet analysis of the time domain response. It is known that the distribution of the wavelet packet node energy of response varies if the structure is damaged. The presented identification approach considers the variation rate of variance (VRV) of each node energy distribution as the damage detection index. Through decompositions of the time domain responses of intact and damaged structures using the wavelet packet transformation, the location and the degree of damage in the structure can be identified. Both the simulated and experimental studies on damage identifications are carried out for beam structure with crack based on the proposed method. The identification results show that the presented method is able to identify damages more accurately in the case of noise contamination compared with the previous methods.
引用
收藏
页码:407 / 414
页数:8
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