Contemporary ultrasonic signal processing approaches for nondestructive evaluation of multilayered structures

被引:45
|
作者
Zhang, Guang-Ming [1 ]
Harvey, David M. [1 ]
机构
[1] Liverpool John Moores Univ, Gen Engn Res Inst, Liverpool L3 3AF, Merseyside, England
基金
英国工程与自然科学研究理事会;
关键词
ultrasonic signal processing; ultrasonic NDE; multilayered structures; sparse signal representation; sparse deconvolution; INCREMENTAL LEARNING ALGORITHM; INDEPENDENT COMPONENT ANALYSIS; WAVELET-TRANSFORM; BLIND DECONVOLUTION; MATCHING PURSUITS; COMPOSITE PLATE; FLAW DETECTION; SPARSE; CLASSIFICATION; NDE;
D O I
10.1080/10589759.2011.577428
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Various signal processing techniques have been used for the enhancement of defect detection and defect characterisation. Cross-correlation, filtering, autoregressive analysis, deconvolution, neural network, wavelet transform and sparse signal representations have all been applied in attempts to analyse ultrasonic signals. In ultrasonic nondestructive evaluation (NDE) applications, a large number of materials have multilayered structures. NDE of multilayered structures leads to some specific problems, such as penetration, echo overlap, high attenuation and low signal-to-noise ratio. The signals recorded from a multilayered structure are a class of very special signals comprised of limited echoes. Such signals can be assumed to have a sparse representation in a proper signal dictionary. Recently, a number of digital signal processing techniques have been developed by exploiting the sparse constraint. This paper presents a review of research to date, showing the up-to-date developments of signal processing techniques made in ultrasonic NDE. A few typical ultrasonic signal processing techniques used for NDE of multilayered structures are elaborated. The practical applications and limitations of different signal processing methods in ultrasonic NDE of multilayered structures are analysed.
引用
收藏
页码:1 / 27
页数:27
相关论文
共 50 条
  • [1] The Research of Signal Processing In Ultrasonic Nondestructive Testing and Evaluation
    Ai, Chun'an
    Wang, Qiao
    Xu, Zhigao
    ADVANCES IN MANUFACTURING SCIENCE AND ENGINEERING, PTS 1-4, 2013, 712-715 : 2069 - 2075
  • [2] An application of wavelet signal processing to ultrasonic nondestructive evaluation
    VanNevel, A
    DeFacio, B
    Neal, SP
    REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOLS 15A AND 15B, 1996, 15 : 733 - 740
  • [3] Multichannel signal processing methods for ultrasonic nondestructive evaluation
    Ramuhalli, P
    Kim, J
    Udpa, L
    Udpa, SS
    SAM2002: IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP PROCEEDINGS, 2002, : 229 - 233
  • [4] Nondestructive evaluation (NDE) of multilayered attenuative structures using ultrasonic Bessel beams
    Indaleeb, Mustahseen M.
    Ahmed, Hossain
    Beard, Shawn
    Banerjee, Sourav
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 187
  • [5] SIGNAL-PROCESSING SUITABLE TO ULTRASONIC NONDESTRUCTIVE EVALUATION OF DISPERSIVE MATERIALS
    AUDOIN, B
    ROUX, J
    REVUE DE PHYSIQUE APPLIQUEE, 1990, 25 (10): : 1011 - 1017
  • [6] Signal processing and data aquisition techniques for the ultrasonic nondestructive evaluation of aerospace materials
    McRae, K.I.
    Miller, T.L.
    Bailey, I.
    Canadian Aeronautics and Space Journal, 1992, 38 (01): : 16 - 21
  • [7] Ultrasonic Nondestructive Evaluation of Composite Materials and Structures
    Hsu, David K.
    SAMPE JOURNAL, 2010, 46 (01) : 38 - 44
  • [8] Review of signal processing in ultrasonic guided waves nondestructive testing
    College of Mechanical Engineering and Applied Electronics Technology, Beijing University of Technology, Beijing 100022, China
    Beijing Gongye Daxue Xuebao J. Beijing Univ. Technol., 2007, 4 (342-348):
  • [9] Ultrasonic evaluation of interlayer interfacial stiffness of multilayered structures
    Ishii, Yosuke
    Biwa, Shiro
    JOURNAL OF APPLIED PHYSICS, 2012, 111 (08)
  • [10] NONADAPTIVE, SEMI-ADAPTIVE AND ADAPTIVE APPROACHES TO SIGNAL-PROCESSING PROBLEMS IN NONDESTRUCTIVE EVALUATION
    RICHARDSON, JM
    ELSLEY, RK
    GRAHAM, LJ
    PATTERN RECOGNITION LETTERS, 1984, 2 (06) : 387 - 394