A comparison of some condition monitoring techniques for the detection of defect in induction motor ball bearings

被引:112
|
作者
Tandon, N. [1 ]
Yadava, G. S. [1 ]
Ramakrishna, K. M. [1 ]
机构
[1] Indian Inst Technol, ITMME Ctr, New Delhi 110016, India
关键词
condition monitoring; induction motor; vibration; acoustic emission; stator current; shock pulse;
D O I
10.1016/j.ymssp.2005.08.005
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Rolling element bearings are critical components in induction motors and monitoring their condition is important to avoid failures. Several condition monitoring techniques for the bearings are available. Out of these stator current monitoring is a relatively new technique. Vibration, stator current, acoustic emission and shock pulse methods (SPMs) for the detection of a defect in the outer race of induction motor ball bearing have been compared. The measurements were performed at different loads. The defect in the bearing could be detected by all the methods. Acoustic emission monitoring proved to be the best method followed by SPM when the increase in the levels of the measured parameters were compared with respect to those of healthy bearings. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:244 / 256
页数:13
相关论文
共 50 条
  • [21] Condition monitoring algorithm for induction motor drive
    Mamat-Ibrahim, MR
    Tamjis, MR
    Lachman, T
    TENCON 2004 - 2004 IEEE REGION 10 CONFERENCE, VOLS A-D, PROCEEDINGS: ANALOG AND DIGITAL TECHNIQUES IN ELECTRICAL ENGINEERING, 2004, : D9 - D12
  • [22] A simplified scheme for induction motor condition monitoring
    Rodriguez, Pedro Vicente Jover
    Negrea, Marian
    Arkkio, Antero
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2008, 22 (05) : 1216 - 1236
  • [23] Induction Motor Condition Monitoring for Sustainable Manufacturing
    Zhang, Jianjing
    Wang, Peng
    Gao, Robert X.
    Sun, Chuang
    Yan, Ruqiang
    SUSTAINABLE MANUFACTURING FOR GLOBAL CIRCULAR ECONOMY, 2019, 33 : 802 - 809
  • [24] Condition Monitoring and Fault Diagnosis of Induction Motor
    Gundewar, Swapnil K.
    Kane, Prasad, V
    JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES, 2021, 9 (04) : 643 - 674
  • [25] Condition Monitoring and Fault Diagnosis of Induction Motor
    Swapnil K. Gundewar
    Prasad V. Kane
    Journal of Vibration Engineering & Technologies, 2021, 9 : 643 - 674
  • [26] Use of the stator current for condition monitoring of bearings in induction motors
    Frosini, Lucia
    Bassi, Ezio
    Fazzi, Andrea
    Gazzaniga, Christian
    ICEM: 2008 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES, VOLS 1- 4, 2009, : 946 - 951
  • [27] Acoustic and ultrasonic techniques for defect detection and condition monitoring in water and sewerage pipes: A review
    Yu, Yicheng
    Safari, Ali
    Niu, Xudong
    Drinkwater, Bruce
    Horoshenkov, Kirill, V
    APPLIED ACOUSTICS, 2021, 183
  • [28] Condition Monitoring of Ball Bearings Based on Machine Learning with Synthetically Generated Data
    Kahr, Matthias
    Kovacs, Gabor
    Loinig, Markus
    Bruckl, Hubert
    SENSORS, 2022, 22 (07)
  • [29] Experimental Studies Using Response Surface Methodology for Condition Monitoring of Ball Bearings
    Patil, M. S.
    Mathew, Jose
    Rajendrakumar, P. K.
    Karade, Sumit
    JOURNAL OF TRIBOLOGY-TRANSACTIONS OF THE ASME, 2010, 132 (04):
  • [30] Condition monitoring and fault detection of induction motor based on wavelet denoising with ensemble learning
    Almounajjed, Abdelelah
    Sahoo, Ashwin Kumar
    Kumar, Mani Kant
    ELECTRICAL ENGINEERING, 2022,