Intelligent Manufacturing Technology

Image-Based Feature Extraction Technique for Inclined Crack Quantifcation Using Pulsed Eddy Current

  • Faris Nafah ,
  • Ali Sophian ,
  • Md Raisuddin Khan ,
  • Syamsul Bahrin Abdul Hamid ,
  • Ilham Mukriz Zainal Abidin
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  • 1. Department of Mechatronics Engineering, Faculty of Engineering, International Islamic University Malaysia, 53100 Kuala Lumpur, Malaysia;
    2. Leading Edge NDT Group, Malaysian Nuclear Agency, 43000 Bangi, Selangor, Malaysia

Received date: 2018-03-21

  Online published: 2019-07-19

Supported by

Supported by Malaysia's Ministry of Higher Education (Grant No. FRGS16-059-0558)

Abstract

Existing eddy current non-destructive testing (NDT) techniques generally do not consider the inclination angle of inclined cracks, which potentially harms a larger region of a tested structure.This work proposes the use of 2D scan images generated by using pulsed eddy current (PEC) non-destructive testing (NDT) technique in the quantifcation of the inclination and depth of inclined cracks.The image-based feature extraction technique efectively identifes the crack axis, which consequently enables extraction of features from the extracted linear scans.The technique extracts linear scans from the images to allow the extraction of three novel image-based features, namely the length of extracted linear scans (LLS), the linear scan skewness (LSS), and the highest value on linear scan (LSmax).The correlation of the three features to surface crack inclination angles and depths were analysed and found to be highly dependent on the crack depths, while only LLS and LSS are correlated to the crack inclination angles

Cite this article

Faris Nafah , Ali Sophian , Md Raisuddin Khan , Syamsul Bahrin Abdul Hamid , Ilham Mukriz Zainal Abidin . Image-Based Feature Extraction Technique for Inclined Crack Quantifcation Using Pulsed Eddy Current[J]. Chinese Journal of Mechanical Engineering, 2019 , 32(2) : 26 -26 . DOI: 10.1186/s10033-019-0341-y

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