Adaptive fuzzy discrete-time fault-tolerant control for permanent magnet synchronous motors based on dynamic surface technology

被引:16
|
作者
Zhang, Guobin [1 ]
Liu, Jiapeng [1 ]
Liu, Zhanjie [2 ]
Yu, Jinpeng [1 ]
Ma, Yumei [1 ]
机构
[1] Qingdao Univ, Coll Automat, Qingdao 266071, Peoples R China
[2] Qingdao Haier Biomed Co Ltd, Qingdao 266071, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive fuzzy control; Dynamic surface control; Permanent magnet synchronous motors; Discrete-time; Fault-tolerant control; STOCHASTIC NONLINEAR-SYSTEMS; POSITION TRACKING CONTROL; INDUCTION-MOTORS; VEHICLE; DESIGN; DELAY;
D O I
10.1016/j.neucom.2020.04.009
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The discrete-time fault-tolerant control method for permanent magnet synchronous motors (PMSMs) is investigated for the first time in this paper based on adaptive fuzzy theory, where the designed controllers consider faults containing both loss of effectiveness and bias. Firstly, with the help of Euler method, the discrete-time model of PMSMs is obtained. Secondly, adaptive fuzzy theory is used to realize fault-tolerant control of PMSMs. Next, dynamic surface control is used to resolve the problems of "explosion of complexity" and noncausal in discrete-time systems caused by backstepping. It is proved that the proposed method can guarantee all signals and states in the closed-loop system are semi-global uniform ultimate bounded when the faults occur and the position tracking error can converge to a small neighborhood of the origin. Finally, simulation results show that the proposed control method has strong fault-tolerant performance and robustness. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:145 / 153
页数:9
相关论文
共 50 条
  • [31] Fault-tolerant control technique of permanent magnet synchronous generator based on open winding configuration
    Nian, Heng
    Zhou, Yijie
    Zeng, Hengli
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2015, 30 (10): : 58 - 67
  • [32] Adaptive fuzzy fault-tolerant control of static var compensator based on dynamic surface control technique
    Xu, Yinyin
    Tong, Shaocheng
    Li, Yongming
    NONLINEAR DYNAMICS, 2013, 73 (03) : 2013 - 2023
  • [33] ADAPTIVE FUZZY BACKSTEPPING FAULT-TOLERANT CONTROL FOR UNCERTAIN NONLINEAR SYSTEMS BASED ON DYNAMIC SURFACE
    Tong, Shaocheng
    Li, Yongming
    Wang, Tao
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (10A): : 3249 - 3261
  • [34] Adaptive fuzzy backstepping fault-tolerant control for uncertain nonlinear systems based on dynamic surface
    Tong, Shaocheng
    Li, Yongming
    Wang, Tao
    International Journal of Innovative Computing, Information and Control, 2009, 5 (10): : 3249 - 3261
  • [35] Adaptive fuzzy fault-tolerant control of static var compensator based on dynamic surface control technique
    Yinyin Xu
    Shaocheng Tong
    Yongming Li
    Nonlinear Dynamics, 2013, 73 : 2013 - 2023
  • [36] Model free adaptive fault-tolerant tracking control for a class of discrete-time systems
    Wang, Yuan
    Wang, Zhanshan
    NEUROCOMPUTING, 2020, 412 : 143 - 151
  • [37] Rotor losses in fault-tolerant permanent magnet synchronous machines
    Raminosoa, T.
    Gerada, C.
    Othman, N.
    Lillo, L. D.
    IET ELECTRIC POWER APPLICATIONS, 2011, 5 (01) : 75 - 88
  • [38] Development of a Fault-Tolerant Permanent-Magnet Synchronous Motor
    Feng, Tong
    Hao, Shuanghui
    Zhang, Xiuwen
    Yang, Tianhong
    Wang, Lei
    IEEE ACCESS, 2019, 7 : 146228 - 146239
  • [39] Synchronous Fault-Tolerant Near-Optimal Control for Discrete-Time Nonlinear PE Game
    Yuan, Yuan
    Zhang, Peng
    Li, Xuelong
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (10) : 4432 - 4444
  • [40] New Fuzzy-Based Adaptive Control Design for Chaotic Permanent Magnet Synchronous Motors
    Tat-Bao-Thien Nguyen
    PROCEEDINGS OF 2018 4TH INTERNATIONAL CONFERENCE ON GREEN TECHNOLOGY AND SUSTAINABLE DEVELOPMENT (GTSD), 2018, : 591 - 596