Design of sliding-mode control based on fuzzy disturbance observer for minimization of switching gain and chattering

被引:13
|
作者
Kang, Hyo-Seok [1 ]
Lee, Yongho [1 ]
Hyun, Chang-Ho [2 ]
Lee, Heejin [3 ]
Park, Mignon [1 ]
机构
[1] Yonsei Univ, Sch Elect & Elect Engn, Seoul 120749, South Korea
[2] Kongju Natl Univ, Sch Elect Elect & Control Engn, Cheonan, South Korea
[3] Hankyong Natl Univ, Dept Elect Elect & Control Engn, Anseong, South Korea
关键词
Fuzzy disturbance observer; Sliding mode control; Switching gain; Chattering reduction; Uncertainty; External disturbance; SYSTEMS;
D O I
10.1007/s00500-014-1412-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose the sliding mode control (SMC) based on the fuzzy disturbance observer for systems with disturbances to minimize the switching gain and reduce chattering phenomenon. The proposed method exhibits the following two attractive features. First, using the universal approximation and the adjustable parameter of the fuzzy system, the switching gain in proposed control law is only required to be designed greater than the sum of magnitude of the disturbance approximation error and the fuzzy reconstruction. It implies that the proposed controller is less dependent on the range of switching gain to stabilize the system than SMC; thus, the minimization of switching gain can reduce the chattering. Second, the proposed method exhibits much better control performance than the traditional SMC and Nonlinear Disturbance Observer (NDOB)-based SMC, such as reduced chattering and good performance. The stability of the proposed control system is proved using Lyapunov method. To verify the effectiveness of the minimization of switching gain and chattering, we show the performance of the proposed method through some simulations of the inverted pendulum.
引用
收藏
页码:851 / 858
页数:8
相关论文
共 50 条
  • [1] Design of sliding-mode control based on fuzzy disturbance observer for minimization of switching gain and chattering
    Hyo-Seok Kang
    Yongho Lee
    Chang-Ho Hyun
    Heejin Lee
    Mignon Park
    [J]. Soft Computing, 2015, 19 : 851 - 858
  • [2] Chattering-Free Digital Sliding-Mode Control With State Observer and Disturbance Rejection
    Acary, Vincent
    Brogliato, Bernard
    Orlov, Yury V.
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2012, 57 (05) : 1087 - 1101
  • [3] Sliding-Mode Speed Control of PMSM with Fuzzy-Logic Chattering Minimization-Design and Implementation
    Hicham, Fadil
    Yousfi, Driss
    Youness, Aite Driss
    Larbi, Elhafyani Mohamed
    Rahim, Nasrudin Abd
    [J]. INFORMATION, 2015, 6 (03) : 432 - 442
  • [4] CHATTERING REDUCTION OF DISTURBANCE OBSERVER-BASED SLIDING MODE CONTROL
    KAWAMURA, A
    ITOH, H
    SAKAMOTO, K
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1994, 30 (02) : 456 - 461
  • [5] Design of Disturbance Observer Based Sliding Mode Control for Fuzzy Systems
    Ma Xiaowei
    Zhang Jinhui
    Wang Jing
    [J]. IFAC PAPERSONLINE, 2017, 50 (01): : 717 - 722
  • [6] Design of sliding-mode controller with disturbance observer
    Zhang, Jia-Yan
    Wang, Jin-Zhong
    Li, Tian-Ping
    Li, Shao-Ming
    [J]. Huadong Ligong Daxue Xuebao /Journal of East China University of Science and Technology, 2008, 34 (06): : 868 - 871
  • [7] A Novel PMSM Speed Control Scheme Based on Sliding-Mode and Fuzzy Disturbance Observer
    Ma, Jihua
    Zhao, Jin
    Sun, Jiajiang
    Yan, Caizhong
    [J]. IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2017, : 1704 - 1710
  • [8] Comments on "Chattering-Free Digital Sliding-Mode Control With State Observer and Disturbance Rejection"
    Acary, Vincent
    Brogliato, Bernard
    Orlov, Yury V.
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (11) : 3707 - 3707
  • [9] DESIGN OF AN ADAPTIVE FUZZY COMPENSATOR WITH DISTURBANCE OBSERVER USING THE SLIDING-MODE TECHNIQUE
    Lu, Yu-Sheng
    Wu, Bing-Xuan
    Lien, Shu-Fen
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2012, 8 (09): : 5945 - 5968
  • [10] Sliding Mode Switching Control of Manipulators Based on Disturbance Observer
    Yu, Lei
    Huang, Jun
    Fei, Shumin
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2017, 36 (06) : 2574 - 2585