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author:

Zhang, Z. (Zhang, Z..) [1] | Shi, T. (Shi, T..) [2] | Huang, Y. (Huang, Y..) [3] | Zhong, S. (Zhong, S..) [4] | Zhuang, C. (Zhuang, C..) [5] | Chen, Z. (Chen, Z..) [7] | Liu, X. (Liu, X..) [8] | Chen, X. (Chen, X..) [9]

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Abstract:

Structural defects in self-lubricating sliding bearings would lead to local stress concentration and service life reduction. The absence of accurate detection technology for micro defects in self-lubricating coating has seriously limited their application in mechanical equipment. A total variation (TV) fusion terahertz imaging method is proposed toward the unidentifiable micro defect induced by overlapping terahertz echoes. First, a range of indicators is developed to quantify the alterations of signal characteristics in different stages of the defect. Subsequently, the TV fusion based on these indicator images could clearly identify different defects. After that, a multinomial regression model is established through the mathematical relation of defect thicknesses and indicators, thus the defect thickness could be obtained accurately. The experimental results for surface defect detection and internal delamination measurement demonstrate the high accuracy and excellent robustness of the proposed method, making it attractive for defect detection and quality assessment of self-lubricating coating. © 1963-2012 IEEE.

Keyword:

Defect detection self-lubricating coating terahertz imaging total variation (TV) fusion

Community:

  • [ 1 ] [Zhang Z.]School of Mechanical Engineering and Automation, The Institute of Precision Instrument and Intelligent Measurement and Control, Fuzhou University, Fujian Provincial Key Laboratory of Terahertz Functional Devices and Intelligent Sensing, Fuzhou, 350108, China
  • [ 2 ] [Shi T.]Minjiang University, School of Economics and Management, Fuzhou, 350108, China
  • [ 3 ] [Huang Y.]School of Mechanical Engineering and Automation, The Institute of Precision Instrument and Intelligent Measurement and Control, Fuzhou University, Fujian Provincial Key Laboratory of Terahertz Functional Devices and Intelligent Sensing, Fuzhou, 350108, China
  • [ 4 ] [Zhong S.]School of Mechanical Engineering and Automation, The Institute of Precision Instrument and Intelligent Measurement and Control, Fuzhou University, Fujian Provincial Key Laboratory of Terahertz Functional Devices and Intelligent Sensing, Fuzhou, 350108, China
  • [ 5 ] [Zhuang C.]Fujian Longxi Bearing (Group) Corporation Ltd., Zhangzhou, 363005, China
  • [ 6 ] [Huang Y.]School of Mechanical Engineering and Automation, The Institute of Precision Instrument and Intelligent Measurement and Control, Fuzhou University, Fujian Provincial Key Laboratory of Terahertz Functional Devices and Intelligent Sensing, Fuzhou, 350108, China
  • [ 7 ] [Chen Z.]Fujian Longxi Bearing (Group) Corporation Ltd., Zhangzhou, 363005, China
  • [ 8 ] [Liu X.]Fujian Longxi Bearing (Group) Corporation Ltd., Zhangzhou, 363005, China
  • [ 9 ] [Chen X.]Xi'an Jiaotong University, State Key Laboratory for Manufacturing Systems Engineering, Xi'an, 710049, China

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Source :

IEEE Transactions on Instrumentation and Measurement

ISSN: 0018-9456

Year: 2025

Volume: 74

5 . 6 0 0

JCR@2023

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ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 2

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