Multiple sensors on pulsed eddy-current detection for 3-D subsurface crack assessment

被引:144
|
作者
Tian, GY [1 ]
Sophian, A
Taylor, D
Rudlin, J
机构
[1] Univ Huddersfield, Huddersfield HD1 3DH, W Yorkshire, England
[2] TWI, Struct Integr Dept, Cambridge CB1 6AL, England
基金
英国工程与自然科学研究理事会;
关键词
feature extraction; feature fusion; multiple sensors; normalization; principal component analysis (PCA); pulsed eddy-current sensors;
D O I
10.1109/JSEN.2004.839129
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes the use of multiple sensors in pulsed eddy-current detection for three-dimensional (3-D) subsurface flaw imaging. A normalization technique has been proposed to eliminate the characteristic variation among the Hall devices used in the probe and lift off effects. A principal component analysis-based feature extraction that provides orthogonal information for multiple sensor fusion has been introduced and investigated. Using the features of multiple projection coefficients, 3-D surface flaws can be measured and reconstructed. The experimental tests have illustrated that the proposed method has delivered more defect information than the conventional peak value and time for pulsed eddy-current sensors.
引用
收藏
页码:90 / 96
页数:7
相关论文
共 50 条
  • [31] The metal thickness detection using pulsed eddy-current computation and detection method
    Liang Zhao
    Chu-Jun Li
    Zhong-Xing Duan
    Wei Wang
    Xiao-Dong Wu
    Cluster Computing, 2019, 22 : 6551 - 6562
  • [32] The metal thickness detection using pulsed eddy-current computation and detection method
    Zhao, Liang
    Li, Chu-Jun
    Duan, Zhong-Xing
    Wang, Wei
    Wu, Xiao-Dong
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 3): : S6551 - S6562
  • [33] IMPROVEMENT OF EDDY-CURRENT DETECTION FOR THE INTERNAL CRACK OF ALLOY-STEEL
    IWASAKI, H
    TETSU TO HAGANE-JOURNAL OF THE IRON AND STEEL INSTITUTE OF JAPAN, 1985, 71 (05): : S406 - S406
  • [34] 3-D nonlinear eddy-current analysis of alternating magnetic flux leakage testing - Analysis of one crack and two cracks
    Gotoh, Y
    Takahashi, N
    IEEE TRANSACTIONS ON MAGNETICS, 2002, 38 (02) : 1209 - 1212
  • [36] SELF-NULLING EDDY-CURRENT PROBE FOR SURFACE AND SUBSURFACE FLAW DETECTION
    WINCHESKI, B
    FULTON, JP
    NATH, S
    NAMKUNG, M
    SIMPSON, JW
    MATERIALS EVALUATION, 1994, 52 (01) : 22 - 27
  • [37] FEM ANALYSIS OF 3-D TRANSFORMER LEAKAGE FIELD AND EDDY-CURRENT LOSS IN THE WINDINGS
    NI, GZ
    XU, XM
    CHENG, WY
    LI, GG
    JIAN, BD
    FANG, ZG
    LI, XH
    XU, JT
    IEEE TRANSACTIONS ON MAGNETICS, 1992, 28 (02) : 1382 - 1385
  • [38] ACCURATE 3-D EDDY-CURRENT FIELD COMPUTATION WITH THE FINITE-ELEMENT METHOD
    XIE, DX
    BAI, BD
    TANG, RY
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 1990, 9 : 71 - 74
  • [39] 3-D finite-element analysis of eddy-current evaluation of curved plates
    Le Bihan, Y
    IEEE TRANSACTIONS ON MAGNETICS, 2002, 38 (02) : 1161 - 1164
  • [40] Multiorrid for time-harmonic 3-D eddy-current analysis with edge elements
    Weiss, B
    Bíró, O
    IEEE TRANSACTIONS ON MAGNETICS, 2005, 41 (05) : 1712 - 1715