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author:

Xia, Zihan (Xia, Zihan.) [1] | Hu, Gang (Hu, Gang.) [2] | Huang, Ruochen (Huang, Ruochen.) [3] | Liu, Xiaofei (Liu, Xiaofei.) [4] | Peyton, Anthony (Peyton, Anthony.) [5] | Yin, Wuliang (Yin, Wuliang.) [6] | Yang, Wuqiang (Yang, Wuqiang.) [7]

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Abstract:

The quality of steel balls influences the accuracy, motion performance and service life of the rolling bearing. The eddy-current testing technique plays an important role in the measurement of bearing ball properties, including radius, electrical conductivity and relative magnetic permeability. In this study, an estimation method of bearing ball properties is proposed using the multi-frequency eddy-current testing technique. The estimation method optimizes the least squares problem between the measured and calculated coil inductance spectra through the modified Newton-Raphson algorithm. In addition, the combination of bearing ball properties to be estimated is evaluated by employing sensitivity analysis. The effectiveness of the proposed method has been evaluated by numerical simulation and experiments measuring bearing balls with various properties.

Keyword:

analytical model bearing ball eddy current testing Electromagnetic sensing inverse problem

Community:

  • [ 1 ] [Xia, Zihan]Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
  • [ 2 ] [Hu, Gang]Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
  • [ 3 ] [Huang, Ruochen]Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
  • [ 4 ] [Liu, Xiaofei]Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
  • [ 5 ] [Peyton, Anthony]Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
  • [ 6 ] [Yin, Wuliang]Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
  • [ 7 ] [Yang, Wuqiang]Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
  • [ 8 ] [Huang, Ruochen]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China

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Source :

2023 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, I2MTC

ISSN: 1091-5281

Year: 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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