Title :
Composite Damage Detection Based on Redundant Second-Generation Wavelet Transform and Fractal Dimension Tomography Algorithm of Lamb Wave
Author :
Xuefeng Chen ; Xiang Li ; Shibin Wang ; Zhibo Yang ; Binqiang Chen ; Zhengjia He
Author_Institution :
State Key Lab. for Manuf. Syst. Eng., Xi´an Jiaotong Univ., Xi´an, China
Abstract :
In the purpose of achieving composite structure damage identification and localization of structural health monitoring, a denoising algorithm of redundant second-generation wavelet transform considering neighboring coefficients is selected as the best solution from 18 denoising schemes performed in this paper. Through introducing fractal dimension as a damage-sensitive feature and adopting the probabilistic reconstruction algorithm, the damage status on the composite panel could be identified and located as tomography maps. The practicability of the presented approach is validated in the experiment operating in the composite damage monitoring system.
Keywords :
condition monitoring; fractals; tomography; wavelet transforms; composite damage detection; composite structure damage identification; damage-sensitive feature; denoising algorithm; fractal dimension tomography algorithm; lamb wave; probabilistic reconstruction algorithm; redundant second-generation wavelet transform; structural health monitoring; tomography maps; Feature extraction; Monitoring; Noise; Noise reduction; Tomography; Wavelet transforms; Composite; Lamb wave; fractal dimension (FD); redundant second-generation wavelet transform (RSGWT); structural health monitoring (SHM); tomography algorithm;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2012.2224277