基于改进动态差分进化算法的导波信号识别管道缺陷匹配追踪

IEEE 2011 10th International Conference on Electronic Measurement & Instruments Pub Date : 2011-10-10 DOI:10.1109/ICEMI.2011.6038007

Shen Chuanjun, Yuemin Wang, Zhou Fangjun, Sun Fengrui

{"title":"基于改进动态差分进化算法的导波信号识别管道缺陷匹配追踪","authors":"Shen Chuanjun, Yuemin Wang, Zhou Fangjun, Sun Fengrui","doi":"10.1109/ICEMI.2011.6038007","DOIUrl":null,"url":null,"abstract":"The modified dynamic differential evolution (MDDE) algorithm is proposed and applied to matching pursuit (MP) method. Two kinds of steel pipes with blind holes, and notches of different size, respectively, are tested by guided wave test system. The measured signals are decomposed by MP and the defect signals are easy to recognize from the processed signals. The average square root of the residual signals (ASRRS) after each matching pursuit iteration are calculated. The decline trend of ASRRS becomes greater when the defects are bigger. This feature can work as a criterion to estimate the defect size of steel pipes.","PeriodicalId":321964,"journal":{"name":"IEEE 2011 10th International Conference on Electronic Measurement & Instruments","volume":"91 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Pipe defect sizing with matching pursuit based on modified dynamic differential evolution algorithm to recognize guided wave signal\",\"authors\":\"Shen Chuanjun, Yuemin Wang, Zhou Fangjun, Sun Fengrui\",\"doi\":\"10.1109/ICEMI.2011.6038007\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The modified dynamic differential evolution (MDDE) algorithm is proposed and applied to matching pursuit (MP) method. Two kinds of steel pipes with blind holes, and notches of different size, respectively, are tested by guided wave test system. The measured signals are decomposed by MP and the defect signals are easy to recognize from the processed signals. The average square root of the residual signals (ASRRS) after each matching pursuit iteration are calculated. The decline trend of ASRRS becomes greater when the defects are bigger. This feature can work as a criterion to estimate the defect size of steel pipes.\",\"PeriodicalId\":321964,\"journal\":{\"name\":\"IEEE 2011 10th International Conference on Electronic Measurement & Instruments\",\"volume\":\"91 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-10-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE 2011 10th International Conference on Electronic Measurement & Instruments\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEMI.2011.6038007\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE 2011 10th International Conference on Electronic Measurement & Instruments","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEMI.2011.6038007","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 1

摘要

提出了一种改进的动态差分进化(MDDE)算法，并将其应用于匹配追踪(MP)算法中。采用导波测试系统对两种带盲孔和不同尺寸缺口的钢管进行了测试。对测量信号进行聚类分解，便于从处理后的信号中识别缺陷信号。计算每次匹配跟踪迭代后残差信号(ASRRS)的均方根。缺陷越大，ASRRS的下降趋势越大。这一特征可以作为判断钢管缺陷尺寸的标准。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Pipe defect sizing with matching pursuit based on modified dynamic differential evolution algorithm to recognize guided wave signal

The modified dynamic differential evolution (MDDE) algorithm is proposed and applied to matching pursuit (MP) method. Two kinds of steel pipes with blind holes, and notches of different size, respectively, are tested by guided wave test system. The measured signals are decomposed by MP and the defect signals are easy to recognize from the processed signals. The average square root of the residual signals (ASRRS) after each matching pursuit iteration are calculated. The decline trend of ASRRS becomes greater when the defects are bigger. This feature can work as a criterion to estimate the defect size of steel pipes.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

IEEE 2011 10th International Conference on Electronic Measurement & Instruments

自引率

0.00%

发文量