Detection of Bearing Faults in Mechanical Systems Using Stator Current Monitoring

被引:134
作者
Singh, Sukhjeet [1 ]
Kumar, Navin [2 ]
机构
[1] Guru Nanak Dev Univ, Dept Mech Engn, Reg Campus Sathiala, Amritsar 143205, Punjab, India
[2] Indian Inst Technol Ropar, Sch Mech Mat & Energy Engn, Ropar 140001, India
关键词
Ball bearings; continuous wavelet transform (CWT); fault diagnosis; motor current signature; DAMAGE DETECTION; SIGNATURE ANALYSIS; FEATURE-EXTRACTION; WAVELET TRANSFORM; VIBRATION; DIAGNOSIS; PREDICTION; MOTORS; LOAD;
D O I
10.1109/TII.2016.2641470
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Induction motors have been responsible for running mechanical systems in the industry for many decades. Their diagnosis still remains a hot quest for the researchers using various techniques. In this study, motor current signature analysis (MCSA) technique has been used to detect the faulty bearing installed in load machine (coupled to an induction motor). It has been seen that faulty bearings installed in load machines do not directly alter air-gap eccentricity of an induction motor. In fact, these bearing faults affect the resultant torque of an induction motor. As modulating fault components show very low amplitude, these are usually masked by noise. This paper is devoted towards extracting features of faulty components efficiently from stator current using continuous wavelet transform. This methodology is assessed for detecting outer race faults in bearings installed in load machines using MCSA.
引用
收藏
页码:1341 / 1349
页数:9
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