Voltage Signature Based Open Circuit Switch Fault Diagnosis Strategy for IM Drives With MPC

被引:4
|
作者
Manikandan, R. [1 ]
Selvaraj, Raghu [2 ,3 ]
Singh, R. Raja [4 ]
机构
[1] Vellore Inst Technol, Sch Elect Engn, Vellore 632014, India
[2] CSIR, Cent Mech Engn Res Inst, Elect Mobil &Tribol Res Grp, Durgapur 713209, India
[3] Acad Sci & Innovat Res, Ghaziabad 201002, India
[4] Vellore Inst Technol, Dept Energy & Power Elect, Vellore 632014, India
关键词
Fault identification; fault localization; induction machine; model predictive control; voltage signature; reliability; CONVERTERS; INVERTERS; DESIGN; TIME;
D O I
10.1109/TIA.2023.3305340
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Diagnostics of defective leg and switch faults in 3-ph voltage source inverter (VSI) powered induction motor drive system is the primary stage to design the fault-tolerant operation. The preponderance of fault detection techniques largely relies on threshold value-tuning for identifying defective switches. And, using the current component as a variable to determine open circuit switch failure. From this perspective, the article presents an open circuit switch fault diagnosis strategy for 3-ph 2-level VSI. The strategy is based on the estimated phase voltages, which are immune to false alarms caused by transient conditions and parameter fluctuation. An average objective function from the established model predictive current (MPC) control scheme is selected as the fault diagnosis variable to identify the fault in the 3-ph VSI. The polarities of the estimated normalized mean value of inverter voltages are utilized to localize the open circuit switch fault. With the aid of the aforementioned variables, the developed fault diagnosis technique accurately identifies and locates the faulty switches. The voltage signature for the 18 possible combination faults is developed and realized. To assure the reliability of the established fault identification approach, the IM with 2-level VSI is operated with the open fault in different operating conditions in Matlab/Simulink environment and experimentally validated. The hardware experimentation is performed with 2-level VSI and 3.7 kW three-phase IMD.
引用
收藏
页码:6780 / 6791
页数:12
相关论文
共 50 条
  • [31] Open-Switch Fault Diagnosis Method in Voltage-Source Inverters Based on Phase Currents
    Zhang Jian-Jian
    Chen Yong
    Chen Zhang-Yong
    Zhou Anjian
    IEEE ACCESS, 2019, 7 : 63619 - 63625
  • [32] Open Switch Fault Diagnosis Method for PWM Voltage Source Rectifier Based on Deep Learning Approach
    Shi, Tiancheng
    He, Yigang
    Wang, Tao
    Li, Bing
    IEEE ACCESS, 2019, 7 : 66595 - 66608
  • [33] Detection and Localization Strategy for Switch Open-Circuit Fault in Modular Multilevel Converters
    Geng, Zhi
    Han, Minxiao
    Khan, Zmarrak Wali
    Zhang, Xin
    IEEE TRANSACTIONS ON POWER DELIVERY, 2020, 35 (06) : 2630 - 2640
  • [34] Detection and Localization Strategy for Switch Open-Circuit Fault in Modular Multilevel Converters
    Geng, Zhi
    Han, Minxiao
    Khan, Zmarrak Wali
    Zhang, Xin
    Han, Minxiao (hanminxiao_ncepu@163.com), 1600, Institute of Electrical and Electronics Engineers Inc. (35): : 2630 - 2640
  • [35] A Voltage-Based Approach Without Extra Hardware for Open-Circuit Fault Diagnosis in Closed-Loop PWM AC Regenerative Drives
    Freire, Nuno M. A.
    Estima, Jorge O.
    Cardoso, Antonio J. M.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (09) : 4960 - 4970
  • [36] Switch Open-Circuit Fault Diagnosis Method Using Bridge Arm Midpoint Voltage Integral for LLC Resonant Converter
    Wang, Wei
    Li, Yang
    Wang, Quanjie
    Fang, Chenchen
    Peng, Yingzhou
    Shuai, Zhikang
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2024, 39 (10) : 13795 - 13807
  • [37] Double Normalization Fault Diagnosis Method for Open-Circuit Faults of PMSM Drives
    Wang, Wei
    Mao, Yi
    Cui, Peijuan
    Fu, Jie
    Hua, Wei
    Cheng, Ming
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2024, 39 (09) : 11613 - 11624
  • [38] Switch Open and Short Circuit Fault diagnosis and Fault Tolerant Operation for Push-Pull Converter
    Liu, Jinxin
    Zhang, Xiaobin
    Ren, Yingnan
    Liu, Guozhao
    Guo, Zhiyuan
    IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2021,
  • [39] A Novel Open-Circuit Fault Diagnosis Method for Voltage Source Inverter
    Mei, Yang
    Yuan, Hui
    2018 IEEE INTERNATIONAL POWER ELECTRONICS AND APPLICATION CONFERENCE AND EXPOSITION (PEAC), 2018, : 1819 - 1824
  • [40] Current similarity based open-circuit fault diagnosis for induction motor drives with discrete wavelet transform
    Wu, Feng
    Hao, Yang
    Zhao, Jin
    Liu, Yang
    MICROELECTRONICS RELIABILITY, 2017, 75 : 309 - 316