Damage localization for beams based on the wavelet correlation operator

作者: ZhiBo Yang , XueFeng Chen , Maciej Radzienski , Pawel Kudela , Wieslaw Ostachowicz

DOI: 10.1007/S11431-016-9036-7

关键词: Artificial intelligenceSecond-generation wavelet transformWavelet packet decompositionComputer visionLaser scanning vibrometryEnergy operatorMathematicsSingularityWaveletVibrationAlgorithmContinuous wavelet transform

摘要: The continuous wavelet transform (CWT) is one of the crucial damage identification tools in vibration-based assessment. Because vanishing moment property, CWT method capable featuring singularity higher scales, and separating global trends noise progressively. In classical investigations about this issue, localization property usually deemed as most critical point. abundant information provided by scale-domain corresponding effectiveness are, however, neglected to some extent. Ultimately, neglect restricts sufficient application localization, especially noisy conditions. order address problem, correlation operator introduced into detection a post-processing. By means correlations among different proposed suppresses noise, cancels trends, intensifies features for various mode shapes. demonstrated numerically with emphasis on characterizing environments, where scale Teager-Kaiser energy taken benchmark comparison. Experimental validations are conducted based data from composite beam specimens measured scanning laser vibrometer. Numerical experimental validations/comparisons present that introduction effective

参考文章(51)
Zhibo Yang, Zhengjia He, Xuefeng Chen, Bing Li, Huihui Miao, Vibration Analysis of Curved Shell using B-spline Wavelet on the Interval (BSWI) Finite Elements Method and General Shell Theory Cmes-computer Modeling in Engineering & Sciences. ,vol. 85, pp. 129- 156 ,(2012) , 10.3970/CMES.2012.085.129
Hao Zuo, Zhibo Yang, Xuefeng Chen, Yong Xie, Huihui Miao, Analysis of laminated composite plates using wavelet finite element method and higher-order plate theory Composite Structures. ,vol. 131, pp. 248- 258 ,(2015) , 10.1016/J.COMPSTRUCT.2015.04.064
Hao Zuo, Zhibo Yang, Xuefeng Chen, Yong Xie, Xingwu Zhang, Bending, Free Vibration and Buckling Analysis ofFunctionally Graded Plates via Wavelet Finite ElementMethod Cmc-computers Materials & Continua. ,vol. 44, pp. 167- 204 ,(2014) , 10.3970/CMC.2014.044.167
Ruqiang Yan, Robert X. Gao, Wavelets: Theory and Applications for Manufacturing ,(2010)
Zhi-Bo Yang, Xue-Feng Chen, Yong Xie, Hui-Hui Miao, Jia-Jia Gao, Ke-Zhen Qi, Hybrid two‐step method of damage detection for plate‐like structures Structural Control & Health Monitoring. ,vol. 23, pp. 267- 285 ,(2016) , 10.1002/STC.1769
Zhi-Bo Yang, Xue-Feng Chen, Yong Xie, Xing-Wu Zhang, The hybrid multivariate analysis method for damage detection Structural Control & Health Monitoring. ,vol. 23, pp. 123- 143 ,(2016) , 10.1002/STC.1758
Jiawei Xiang, Ming Liang, Wavelet-Based Detection of Beam Cracks Using Modal Shape and Frequency Measurements Computer-aided Civil and Infrastructure Engineering. ,vol. 27, pp. 439- 454 ,(2012) , 10.1111/J.1467-8667.2012.00760.X
Magdalena Rucka, Damage detection in beams using wavelet transform on higher vibration modes Journal of Theoretical and Applied Mechanics. ,vol. 49, pp. 399- 417 ,(2011)
Xingwu Zhang, Hao Zuo, Jixuan Liu, Xuefeng Chen, Zhibo Yang, Analysis of shallow hyperbolic shell by different kinds of wavelet elements based on B-spline wavelet on the interval Applied Mathematical Modelling. ,vol. 40, pp. 1914- 1928 ,(2016) , 10.1016/J.APM.2015.09.036