Bearing Ball Property Estimation using Multi-frequency Eddy-current Testing

被引：0
|
作者：
Xia, Zihan [1 ]
Hu, Gang [1 ]
Huang, Ruochen [1 ,2 ]
Liu, Xiaofei [1 ]
Peyton, Anthony [1 ]
Yin, Wuliang [1 ]
Yang, Wuqiang [1 ]
机构：
[1] Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
[2] Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China
来源：
2023 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, I2MTC | 2023年
关键词：
Electromagnetic sensing; eddy current testing; bearing ball; analytical model; inverse problem; SENSITIVITY; PERMEABILITY; FRACTION;
D O I：
10.1109/I2MTC53148.2023.10176019
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：
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.
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页数：6
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