A Sparse Ultrasonic TOFD Imaging Method for the Weld of Thin Plate Based on Wavelet-Matching Pursuit
摘 要
为解决薄板焊缝超声TOFD检测中信号易出现混叠的问题, 提出了一种基于小波匹配追踪的超声TOFD稀疏化成像方法。针对传统匹配追踪算法存在的原子库原子数量巨大, 算法计算效率低等问题, 首先利用小波变换对超声TOFD检测原始信号在频域内进行分解, 然后根据单个子带的特性建立原子库, 利用匹配追踪算法将子带信号与原子库中的原子进行优化匹配, 实现了信号的稀疏化处理, 解决了超声TOFD检测技术在薄板焊缝应用中的关键技术难点。
Abstract
In order to overcome the problem existing in the procedure of ultrasonic TOFD imaging inspection for weld of thin material such as the signals are prone to be superimposed, a sparse ultrasonic TOFD imaging technique based on wavelet-matching pursuit was proposed. Because the traditional matching pursuit method has the problem that the number of the atoms in the dictionary is large and the computing efficiency is low, firstly, an original ultrasonic TOFD detection signal was decomposed into subband signal using wavelet transform, and the atoms dictionary was established according to the characteristics of subband, after that, matching pursuit was used to derive a sparse representation of the subband signal. So the difficulty in applying ultrasonic TOFD inspection technology to weld of thin material can be solved.
中图分类号 TG115.28 DOI 10.11973/wsjc201510012
所属栏目 试验研究
基金项目 国家自然科学基金资助项目(51175465); 浙江省质量技术监督局科技研究资助项目(20130292)
收稿日期 2015/5/13
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备注方正中(1959-), 男, 高级工程师, 主要从事承压类特种设备检验检测与相关技术研发工作。
引用该论文: FANG Zheng-zhong,ZHAO Ye,YANG Ke-ji,ZHENG Ding-ding,ZHOU Hong-min. A Sparse Ultrasonic TOFD Imaging Method for the Weld of Thin Plate Based on Wavelet-Matching Pursuit[J]. Nondestructive Testing, 2015, 37(10): 51~55
方正中,赵烨,杨克已,郑鼎鼎,周红民. 基于小波匹配追踪的薄板焊缝超声TOFD稀疏化成像方法[J]. 无损检测, 2015, 37(10): 51~55
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参考文献
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【2】HONARVAR F, SHEIKHZADEH H, MOLES M. Improving the time-resolution and signal-to-noise ratio of ultrasonic NDE signal[J]. Ultrasonics, 2004, 41(9):755-763.
【3】JHANG K, JANG H, PARK B, et al. Wavelet analysis based deconvolution to improve the resolution of scanning acoustic microscope images for the inspection of thin die layer in semiconductor[J]. NDT & E International, 2002, 35(8):549-557.
【4】SHAKIBI B, HONARVAR F, MOLES M D C, et al. Resolution enhancement of ultrasonic defect signals for crack sizing[J]. NDT & E International, 2012, 52:37-50.
【5】ADAM M, MICHAILOVICH O. Blind deconvolution of ultrasound sequences using Nonparametric local polynomial estimates of the pulse[J]. IEEE Trans Biomed Eng, 2002, 49(2):118-131.
【6】MOR E, AZOULAY A, ALADJEM M. A matching pursuit method for approximating overlapping ultrasonic echoes[J]. IEEE Transaction on Ultrasonics Ferroelectrics and Frequency Control, 2010, 57(9): 1996-2004.
【7】杨双羊, 盛朝阳, 路燕, 等. 谱熵分析方法在TOFD信号特征提取中的应用[J].无损检测, 2014,36(11):45-48.
【8】BOSSMANN F, PLONKA G, PETER T, et al. Sparse deconvolution methods for ultrasonic NDT application on TOFD and wall thickness measurements[J]. Journal of Nondestructive Evaluation, 2012, 31(3): 225-244.
【9】MALLAT S, ZHANG Z. Matching pursuit with time-frequency dictionaries[J]. IEEE Trans on Signal Processing, 1993, 41(12):3397-3415.
【10】MU Z P, PLEMMONS R J, SANTAGO P. Iterative ultrasonic signal and image deconvolution for estimation of the complex medium response[J]. International Journal of Image System and Technology, 2005, 15(6):266-277.
【11】李政, 罗飞路. 基于微粒群优化和匹配追踪的超声波参数估计[J]. 压电与声光, 2010, 32(5):885-888.
【12】DEMIRLI R. Model based estimation of ultrasonic echoes: analysis, algorithms, and applications[D]. Chicago: Lllinois Institute of Technology Armour College of Engineering, 2001.
【13】ABBATE A, KOAY J, FRANKEL J, et al. Signal detection and noise suppression using a wavelet transform signal processor: application to ultrasonic flaw detection[J]. IEEE Trans. On UFFC, 1997, 14(1):14-25.
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