Flux-Based Open-Switch Fault Diagnosis and Fault Tolerance for IM Drives With Predictive Torque/Flux Control

被引:7
|
作者
Hu, Keting [1 ,2 ]
Meng, Xiangyu [3 ]
Liu, Zhigang [3 ,4 ]
Xu, Junqi [1 ]
Lin, Guobin [1 ]
Tong, Laisheng [5 ]
机构
[1] Tongji Univ, Natl Maglev Transportat Engn R&D Ctr, Shanghai 201804, Peoples R China
[2] Tongji Univ, Coll Transportat Engn, Shanghai 201804, Peoples R China
[3] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 610031, Peoples R China
[4] Tongji Univ, Inst Rail Transit, Shanghai 201804, Peoples R China
[5] CRRC Zhuzhou Locomot Co Ltd, Zhuzhou 412001, Peoples R China
关键词
Fault tolerant systems; Fault tolerance; Fault diagnosis; Stators; Torque; Torque measurement; Torque control; fault tolerance; induction machine (IM); insulated-gate bipolar transistor (IGBT); predictive control; INDUCTION-MOTOR DRIVES; CONVERTERS; MACHINES; STRATEGY; SCHEME;
D O I
10.1109/TTE.2022.3161988
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
In this article, open-switch fault diagnosis and fault tolerance are proposed for induction machine (IM) drives with predictive torque control (PTC) or predictive flux control (PFC). Different from the conventional diagnosis methods for drives with finite control set model predictive control (FCS-MPC), which are based on the current, the proposed method is based on the flux error. As a result, this method can be extended to IM drive systems with PTC or PFC. It detects the fault by computing and accumulating the error between the predicted flux from the last sampling interval and the estimated flux at the current interval. Then, the polarity of the accumulated residual is utilized to localize the fault. For the fault-tolerant method, the three-phase four-switch (TPFS) inverter is chosen as it can keep working with only four switches. To reduce the torque ripple caused by the TPFS topology, a three-vector PFC method is proposed. Hardware-in-the-loop (HIL) tests are carried out to validate the effectiveness of the proposed methods. Compared to conventional diagnosis methods, the proposed one has a much faster diagnosis speed and the three-vector PFC outperforms the one- and two-vector methods.
引用
收藏
页码:4595 / 4606
页数:12
相关论文
共 50 条
  • [1] Fault Diagnosis and Tolerance With Low Torque Ripple for Open-Switch Fault of IM Drives
    Hu, Keting
    Liu, Zhigang
    Tasiu, Ibrahim Adamu
    Chen, Tao
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2021, 7 (01) : 133 - 146
  • [2] Common Mode Voltage-based Open-switch Fault Diagnosis for Inverters with Model Predictive Control in IM Drive System
    Cheng, Yitao
    Liu, Chengqun
    Wu, Hai
    Zhao, Yingwei
    Wu, Aihua
    6TH IEEE INTERNATIONAL CONFERENCE ON PREDICTIVE CONTROL OF ELECTRICAL DRIVES AND POWER ELECTRONICS (PRECEDE 2021), 2021, : 485 - 490
  • [3] Open-Switch Fault Diagnosis and Fault Tolerant for Matrix Converter With Finite Control Set-Model Predictive Control
    Peng, Tao
    Dan, Hanbing
    Yang, Jian
    Deng, Hui
    Zhu, Qi
    Wang, Chunsheng
    Gui, Weihua
    Guerrero, Josep M.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (09) : 5953 - 5963
  • [4] Diagnosis and Tolerant Control Methods for an Open-Switch Fault in a Vienna Rectifier
    Park, Jin-Hyuk
    Lee, June-Seok
    Kim, Myung-Yong
    Lee, Kyo-Beum
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2021, 9 (06) : 7112 - 7125
  • [5] Open-Switch Fault Detection in Five-Phase Induction Motor Drives Using Model Predictive Control
    Gonzalez-Prieto, Ignacio
    Duran, Mario J.
    Rios-Garcia, Natalia
    Barrero, Federico
    Martin, Cristina
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65 (04) : 3045 - 3055
  • [6] Error-Voltage Based Open-switch Fault Diagnosis Strategy for Matrix Converters with Model Predictive Control Method
    Deng, Hui
    Peng, Tao
    Dan, Hanbing
    Su, Mei
    Yu, Jingrong
    2016 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2016,
  • [7] A Magnetic Leakage Flux-Based Approach for Fault Diagnosis in Electrical Machines
    Ghanbari, Teymoor
    Farjah, Amin
    IEEE SENSORS JOURNAL, 2014, 14 (09) : 2981 - 2988
  • [8] Error-Voltage-Based Open-Switch Fault Diagnosis Strategy for Matrix Converters with Model Predictive Control Method
    Dan, Hanbing
    Peng, Tao
    Su, Mei
    Deng, Hui
    Zhu, Qi
    Zhao, Ziyi
    Wheeler, Patrick
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2017, 53 (05) : 4603 - 4612
  • [9] Fault-Diagnosis and Virtual Flux-Based Tolerant Control for Grid Connected PV System
    Ben Youssef, Fatma
    Ben Youssef, Ahlem
    Sbita, Lassaad
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2020, 48 (11) : 1144 - 1158
  • [10] Open-switch Fault Diagnosis of Inverters in Linear Induction Machine Drives Based on Normalized Wavelet Packet Entropy
    Hu, Keting
    Sun, Yougang
    Liu, Zhigang
    Xu, Junqi
    Lin, Guobin
    2023 15TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE, ICACI, 2023,