Condition Monitoring and Fault Diagnosis Techniques of Electric Machines

被引:0
|
作者
Nitish [1 ]
Singh, Amit Kr [1 ]
机构
[1] Dr BR Ambedkar NIT Jalandhar, Instrumentat & Control Engn, Jalandhar, Punjab, India
关键词
electrical faults; mechanical faults; ANN; MCSA; BLDC; BLAC; PCA; SVM;
D O I
10.1109/rdcape47089.2019.8979045
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
From many decades electric motors are used in industries and to achieve better results in modern energy conversion industry the development and modernization of the electric motors is very necessary. Also, several types of motors are used in our day to day life for important services such as carriage, medical purpose, armed work, and to communicate. Therefore, it becomes very necessary to monitor the conditions of the motor continuously. However, due to the limited lifetime of a material, weakening of motor's components, contamination in parts, defects during manufacturing, or other damages during process, an electric motor can face serious problems. A sudden failure may lead to the loss of valuable human life or expensive machinery in the industry, which should be prohibited by precise spotting or continue monitoring of working condition of a motor. This paper presented a review on electrical and mechanical faults diagnosis methods used so far to improve the performance of motors and also helps to prevent the unnecessary replacement of motor's parts and suddenly shutdown the production unit.
引用
收藏
页码:594 / 599
页数:6
相关论文
共 50 条
  • [1] Modem condition monitoring techniques for electric machines
    Payne, BS
    Liang, B
    Ball, AD
    INTEGRATING DYNAMICS, CONDITION MONITORING AND CONTROL FOR THE 21ST CENTURY - DYMAC 99, 1999, : 325 - 330
  • [2] Fault diagnosis and condition monitoring of electrical machines - A review
    Basak, Debasmita
    Tiwari, Arvind
    Das, S. P.
    2006 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-6, 2006, : 2987 - +
  • [4] A review of condition monitoring and fault diagnosis for permanent magnet machines
    Vestas Technology RandD Americas, 100 Locke Dr, Marlborough, MA 01752, United States
    不详
    IEEE Power Energy Soc. Gen. Meet., 2012,
  • [5] A Review of Condition Monitoring and Fault Diagnosis for Permanent Magnet Machines
    Duan, Yao
    Toliyat, Hamid
    2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [6] Condition monitoring and fault diagnosis of rotating machines with blind source separation
    Jiao, WD
    Yang, SX
    Wu, ZT
    PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON PRECISION MECHANICAL MEASUREMENT, VOL 4, 2002, : 377 - 384
  • [7] Condition Monitoring and Fault Diagnosis of Induction Motor in Electric Vehicle
    Gundewar, Swapnil K.
    Kane, Prasad, V
    MACHINES, MECHANISM AND ROBOTICS, INACOMM 2019, 2022, : 531 - 537
  • [8] Condition monitoring and fault diagnosis
    Dekys, Vladimir
    XXI POLISH-SLOVAK SCIENTIFIC CONFERENCE MACHINE MODELING AND SIMULATIONS MMS 2016, 2017, 177 : 502 - 509
  • [9] Studies on condition monitoring & fault diagnosis techniques for armored vehicle systems
    Pan, HX
    Yao, ZT
    Huang, JY
    ISTM/2001: 4TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2001, : 665 - 669
  • [10] Predictive Condition Monitoring and Fault Diagnosis Techniques for Offshore Wind Turbines
    Zheng Xiaoxia
    Ye Congjie
    Fu Yang
    Li Dongdong
    PROGRESS IN RENEWABLE AND SUSTAINABLE ENERGY, PTS 1 AND 2, 2013, 608-609 : 638 - 643