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分形理论在近表面缺陷超声A扫检测中的应用
引用本文:陈世利,黄玉秋,张慧,杨晓霞,郭薇. 分形理论在近表面缺陷超声A扫检测中的应用[J]. 计算机应用, 2014, 34(11): 3365-3368. DOI: 10.11772/j.issn.1001-9081.2014.11.3365
作者姓名:陈世利  黄玉秋  张慧  杨晓霞  郭薇
作者单位:精密测试技术及仪器国家重点实验室(天津大学),天津 300072
基金项目:国家自然科学基金资助项目
摘    要:针对超声相控阵无损检测(NDT)中近表面缺陷识别困难的问题,提出一种基于分形理论的近表面缺陷智能识别方法。运用基于线性插值的盒计数维数算法,计算140组超声A扫(A-Scan)信号的盒计数维数,并运用统计的方法详细分析其分布情况。实验结果表明超声A-scan信号具有分形特性,分形理论可应用于A-Scan信号分析;而且有无缺陷信号的盒维数分布区间差异明显,盒维数可作为A-Scan信号的特征识别近表面缺陷。在超声相控阵自动化检测中,运用分形理论能提高近表面缺陷的检出率,减少人为因素引起的漏检。

关 键 词:超声相控阵  近表面缺陷  分形理论  盒维数  缺陷识别
收稿时间:2014-05-29
修稿时间:2014-07-01

Application of fractal theory on identification of near-surface defects in ultrasonic A-Scan detection
CHEN Shili , HUANG Yuqiu , ZHANG Hui , YANG Xiaoxia , GUO Wei. Application of fractal theory on identification of near-surface defects in ultrasonic A-Scan detection[J]. Journal of Computer Applications, 2014, 34(11): 3365-3368. DOI: 10.11772/j.issn.1001-9081.2014.11.3365
Authors:CHEN Shili    HUANG Yuqiu    ZHANG Hui    YANG Xiaoxia    GUO Wei
Affiliation:State Key Laboratory of Precision Measurement Technology and Instrument (Tianjin University), Tianjin 300072, China
Abstract:The near-surface defects are hard to identify in ultrasonic phased array Non-Destructive Testing (NDT), thus a new intelligent identification method based on fractal theory was proposed to solve this problem. A box-counting dimension algorithm based on linear interpolation was described to calculate the box-counting dimension of 140 groups of ultrasonic A-Scan time domain signals. Then the distribution of box-counting dimension was analyzed using the statistical method. The experimental results show that ultrasonic A-Scan signal is obviously fractal and it is effective to analyze the A-Scan signal with the fractal approach. This method has the potential to identify near-surface defects since the values of the box counting dimension of defective signals are different from those of defective signals. As a result, the detection rate of near-surface defects can be improved and the omission rate caused by man-made factors can be reduced in ultrasonic phased array automatic testing.
Keywords:ultrasonic phased array  near-surface defect  fractal theory  box-counting dimension  defect identification
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