| 基于匹配追踪的导波检测信号缺陷识别方法 |
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| 引用本文： | 申传俊,王悦民,周方俊,孙丰瑞.基于匹配追踪的导波检测信号缺陷识别方法[J].华中科技大学学报(自然科学版),2012,40(1):26-29. |
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| 作者姓名： | 申传俊 王悦民 周方俊 孙丰瑞 |
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| 作者单位： | 海军工程大学船舶与动力学院,湖北武汉,430033 |
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| 基金项目： | 中国博士后科学基金资助项目，总装备部预研项目 |
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| 摘 要： | 提出动态微分进化算法（MDDE）并将其应用于匹配追踪.采用磁致伸缩导波检测仪器对含有不同尺寸缺陷的钢管进行检测,利用匹配追踪方法对检测信号进行处理,结果发现从处理后的信号中能够方便地识别缺陷信号.计算了匹配所得的导波信号剩余量的均方值,绘制了剩余信号的均方值下降趋势曲线,根据均方值曲线的不同来判别管道缺陷的大小,实现钢管缺陷大小定量化.
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| 关 键 词： | 导波检测 微分进化 匹配追踪 缺陷 钢管 |
Defects recognizing method from guided wave test signals using matching pursuit |
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| Shen Chuanjun Wang Yuemin Zhou Fangjun Sun Fengrui.Defects recognizing method from guided wave test signals using matching pursuit[J].JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE,2012,40(1):26-29. |
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| Authors: | Shen Chuanjun Wang Yuemin Zhou Fangjun Sun Fengrui |
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| Institution: | Shen Chuanjun Wang Yuemin Zhou Fangjun Sun Fengrui(College of Architecture and Power,Naval University of Engineering,Wuhan 430033,China) |
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| Abstract: | The modified dynamic differential evolution(MDDE) algorithm was proposed and used in matching pursuit(MP) method.Steel pipes with different size defects were tested by guided wave instrument based on the magnetostrictive effect.The measured signals were decomposed by MP with MDDE.The result shows that the defect signal is easy to recognize.The average square root of residual signals after each MP iteration was calculated and the curves were plotted.The defect size can be estimated from the decline trend of the curves,and then the defect sizes of steel pipes can be quantitatively identified. |
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| Keywords: | guided wave instrument differential evolution matching pursuit defect steel pipes |
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