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Intelligent location of simultaneously active acoustic emission sources: Part II

机译:同时有源声发射源的智能定位:   第二部分

摘要

Part I describes an intelligent acoustic emission locator, while Part IIdiscusses blind source separation, time delay estimation and location of twocontinuous acoustic emission sources. Acoustic emission (AE) analysis is used for characterization and location ofdeveloping defects in materials. AE sources often generate a mixture of variousstatistically independent signals. A difficult problem of AE analysis isseparation and characterization of signal components when the signals fromvarious sources and the mode of mixing are unknown. Recently, blind sourceseparation (BSS) by independent component analysis (ICA) has been used to solvethese problems. The purpose of this paper is to demonstrate the applicabilityof ICA to locate two independent simultaneously active acoustic emissionsources on an aluminum band specimen. The method is promising fornon-destructive testing of aircraft frame structures by acoustic emissionanalysis.
机译:第一部分描述了一种智能的声发射定位器,而第二部分则讨论了盲源分离,时延估计和两个连续声发射源的位置。声发射(AE)分析用于表征和确定材料中出现的缺陷。声发射源通常会产生各种统计独立信号的混合信号。当来自各种来源的信号和混合模式未知时,AE分析的一个难题是信号分量的分离和表征。近来,通过独立成分分析(ICA)的盲源分离(BSS)已被用于解决这些问题。本文的目的是证明ICA在铝带试样上定位两个独立的同时有源声发射源的适用性。该方法有望通过声发射分析对飞机框架结构进行无损检测。

著录项

  • 作者

    Kosel, T.; Grabec, I.;

  • 作者单位
  • 年度 2007
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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