Prognosis of Induction Motor with Stator Winding Shorted Turn Fault

被引：0
|
作者：
Yu, Ming [1 ]
Xu, Juan [2 ]
Wang, Danwei [3 ]
VietHung Nguyen [3 ]
机构：
[1] Hefei Univ Technol, Sch Elect Engn & Automat, Hefei, Peoples R China
[2] Hefei Univ Technol, Sch Mech & Automot Engineer, Hefei, Peoples R China
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
来源：
2015 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION | 2015年
关键词：
Induction motor; particle filter; stator winding; remaining useful life; shorted turn fault; MACHINES; SYSTEMS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a model-based prognosis method is proposed for induction motor with stator winding shorted turn fault. The induction motor model with stator winding shorted turn fault is developed using reference frame transformation theory. In the induction motor, the fault severity is determined by the insulation resistance. Since in practice the fault evolution process is unknown, a particle filter method is proposed to identify the true degradation dynamics. Based on the estimated degradation dynamics, the remaining useful life of the stator winding is predicted. Simulation studies are carried out and the results validate the developed method.
引用
收藏
页码：1989 / 1994
页数：6
相关论文
共 50 条
  • [1] ANN based fault diagnosis of permanent magnet synchronous motor under stator winding shorted turn
    Moosavi, S. S.
    Djerdir, A.
    Ait-Amirat, Y.
    Khaburi, D. A.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2015, 125 : 67 - 82
  • [2] Stator winding turn-fault for closed-loop induction motor drives
    Tallam, RM
    Habetler, TG
    Harley, RG
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2003, 39 (03) : 720 - 724
  • [3] Intelligent Fault Diagnosis of Induction Motor with Stator Winding Fault
    Yu, Ming
    He, Yigang
    Wang, Hai
    Xu, Juan
    Wang, Danwei
    VietHung Nguyen
    [J]. 2015 11TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2015, : 730 - 735
  • [4] Stator winding turn-fault detection for closed-loop induction motor drives
    Tallam, RM
    Habetler, TG
    Harley, RG
    [J]. CONFERENCE RECORD OF THE 2002 IEEE INDUSTRY APPLICATIONS CONFERENCE, VOLS 1-4, 2002, : 1553 - 1557
  • [5] Incipient Stator Winding Turn Faults Detection in Induction Motor
    Al-Muhaza, Muneera
    Al-Shmary, Abdulaziz
    Al-Enazi, Shahad
    Refaat, Shady S.
    Abu-Rub, Haitham
    [J]. 2021 96TH IEEE CONFERENCE ON ELECTRICAL INSULATION AND DIELECTRIC PHENOMENA (CEIDP 2021) / 16TH IEEE NANOTECHNOLOGY MATERIALS AND DEVICES CONFERENCE (IEEE NMDC 2021), 2021, : 225 - 230
  • [6] Diagnosis of Stator Winding Turn to Turn Fault of Induction Motor Using Space Vector Pattern based on Neural Network
    Sarkhanloo, Mehdi Samiei
    Ghalledar, Davar
    Azizian, Mohammad Reza
    [J]. 2011 PROCEEDINGS OF THE 3RD CONFERENCE ON THERMAL POWER PLANTS (CTPP), 2011,
  • [7] Stator winding-fault detection for the induction motor drives
    Aguayo, J.
    Claudio, A.
    Vela, L. G.
    Gentile, S.
    [J]. CERMA2006: ELECTRONICS, ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE VOL 2, PROCEEDINGS, 2006, : 264 - +
  • [8] Stator-Winding Incipient Shorted-Turn Fault Detection for Motor System in Motorized Spindle Using Modified Interval Observers
    Hou, Maxiao
    Shi, Huaitao
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [9] Development of a cross correlation based induction motor stator winding inter-turn fault severity indicator
    Mishra, Partha
    Das, Santanu
    [J]. FOUNDATIONS AND FRONTIERS IN COMPUTER, COMMUNICATION AND ELECTRICAL ENGINEERING, 2016, : 149 - 155
  • [10] A novel indicator of stator winding inter-turn fault in induction motor using infrared thermal imaging
    Eftekhari, M.
    Moallem, M.
    Sadri, S.
    Hsieh, Min-Fu
    [J]. INFRARED PHYSICS & TECHNOLOGY, 2013, 61 : 330 - 336
12345