• DocumentCode
    424210
  • Title

    The application of case-based reasoning to defect interpretation in nondestructive testing

  • Author

    Qu, Ri ; Ren, Chang-Ming ; Bao, Yan-Ru

  • Author_Institution
    Dept. Comput. Sci. & Technol., Tianjin Univ., China
  • Volume
    4
  • fYear
    2004
  • fDate
    26-29 Aug. 2004
  • Firstpage
    2296
  • Abstract
    Since the 1920s, nondestructive testing (NDT) has developed from a laboratory curiosity to an indispensable tool of production. The use of NDT testing techniques results in data, which have to be analyzed in order to determine if they contain any indications of defects in the inspected objects. This analysis is often quite complex. In the past, research has been done on various methods of automating interpretation of NDT data. This article presents how the case-based reasoning methodology can be used to tackle the problem of NDT data interpretation. A CBR system for electronic shearing speckle pattern interferometry (ESSPI) is developed by suitability of CBR for ESSPI data interpretation.
  • Keywords
    automatic test equipment; case-based reasoning; electronic speckle pattern interferometry; nondestructive testing; production engineering computing; shearography; case-based reasoning; data interpretation; defect interpretation; electronic shearing speckle pattern interferometry; nondestructive testing; Automatic testing; Charge coupled devices; Charge-coupled image sensors; Holography; Inspection; Interferometry; Laser beams; Nondestructive testing; Shearing; Speckle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
  • Print_ISBN
    0-7803-8403-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2004.1382182
  • Filename
    1382182