A Review of Permanent Magnet Synchronous Motor Fault Diagnosis

被引：0
|
作者：
Wang, Zhifu [1 ]
Yang, Jingzhe [1 ]
Ye, Huiping
Zhou, Wei [1 ]
机构：
[1] Beijing Inst Technol, Natl Engn Lab Elect Vehicle, Beijing 10081, Peoples R China
来源：
2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014 | 2014年
关键词：
PMSM; fault; diagnosis; Short-time Fourier transform (STFT); Wavelet Analysis; Artificial Neural Network (ANN); Finite Element Analysis (FEA);
D O I：
暂无
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：
This paper presents a review of Permanent Magnet Synchronous Motor (PMSM) fault diagnosis methods. Firstly, PMSM usual faults including electrical, mechanical, and magnetic faults are listed. In the third part, the various signal processing methods for PMSM are summarized. Finally, the artificial intelligence methods for PMSM fault diagnosis are reviewed, such as artificial neural network, fuzzy logic.
引用
收藏
页数：5
相关论文
共 50 条
  • [1] Fault diagnosis of permanent magnet synchronous motor
    Zhou, Lidan
    Dai, Shufang
    Yao, Gang
    [J]. IEICE ELECTRONICS EXPRESS, 2024, 21 (08):
  • [2] Review on fault diagnosis and active fault tolerant control of permanent magnet synchronous motor drive system
    Li, Ruoqiong
    Wu, Zonglin
    Li, Xin
    [J]. JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2021, 24 (02): : 185 - 205
  • [3] Fault Diagnosis Method of Permanent Magnet Synchronous Motor for Electrical Vehicle
    Yoo, Jin-Hyung
    Jung, Tae-Uk
    [J]. JOURNAL OF MAGNETICS, 2016, 21 (03) : 413 - 420
  • [4] Analysis of Permanent Magnet Synchronous Motor Fault Diagnosis Based on Learning
    Kao, I-Hsi
    Wang, Wei-Jen
    Lai, Yi-Horng
    Perng, Jau-Woei
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 68 (02) : 310 - 324
  • [5] Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motor with Inductance Disturbance
    Xiao, Fan
    He, Jing
    Zhang, Miaoying
    [J]. JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021, 22 (05) : 647 - 654
  • [6] Implementation of Permanent Magnet Synchronous Motor Fault Diagnosis by a Stacked Autoencoder
    Kao, I-His
    Wang, Wei-Jen
    Chiang, I-Chieh
    Perng, Jau-Woei
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-TAIWAN (ICCE-TW), 2018,
  • [7] SENSOR NETWORK DESIGN FOR PERMANENT MAGNET SYNCHRONOUS MOTOR FAULT DIAGNOSIS
    Kohtz, Sara
    Zhao, Junhan
    Renteria, Anabel
    Lalwani, Anand
    Zhang, Xiaolong
    Haran, Kiruba S.
    Senesky, Debbie
    Wang, Pingfeng
    [J]. PROCEEDINGS OF ASME 2023 INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, IDETC-CIE2023, VOL 3A, 2023,
  • [8] Intelligent Fault Diagnosis Research for Permanent Magnet Linear Synchronous Motor
    Wang Fuzhong
    Yuan Shiying
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 1951 - +
  • [9] Research on Fault Detection and Diagnosis of Stator Windings in Permanent Magnet Synchronous Motor
    Wang, Zhifu
    Song, Yueyi
    Sun, Fengchun
    Cao, Chuang
    [J]. JOINT INTERNATIONAL CONFERENCE ON ENERGY, ECOLOGY AND ENVIRONMENT ICEEE 2018 AND ELECTRIC AND INTELLIGENT VEHICLES ICEIV 2018, 2018,
  • [10] Fault Diagnosis of Permanent Magnet Synchronous Motor Based on Stacked Denoising Autoencoder
    Xu, Xiaowei
    Feng, Jingyi
    Zhan, Liu
    Li, Zhixiong
    Qian, Feng
    Yan, Yunbing
    [J]. ENTROPY, 2021, 23 (03)
12345