Robust Adaptive Fuzzy Control for a Class of Uncertain Nonlinear Fractional Systems

被引：1
|
作者：
Khettab, Khatir [1 ]
Bensafia, Yassine [2 ]
Ladaci, Samir [3 ,4 ]
机构：
[1] Mohamed Boudiaf Univ Msila, Dept Elect Engn, Msila 28000, Algeria
[2] Bouira Univ, Dept Elect Engn, Bouira 10000, Algeria
[3] Natl Polytech Sch Constantine, EEA Dept, O 447, Constantine 25000, Algeria
[4] Univ Mentouri Constantine, SP Lab Lab, Route Ain El Bey, Constantine 25000, Algeria
来源：
RECENT ADVANCES IN ELECTRICAL ENGINEERING AND CONTROL APPLICATIONS | 2017年 / 411卷
关键词：
Fractional adaptive fuzzy control; Fractional systems; Robustness; Numerical approximation; Synchronization; Lyapunov stability; ORDER CHAOTIC SYSTEMS; DIFFERENTIAL-EQUATIONS; DYNAMICAL-SYSTEMS; SISO SYSTEMS; CHUAS SYSTEM; SYNCHRONIZATION; OBSERVER;
D O I：
10.1007/978-3-319-48929-2_21
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
This paper presents a novel fuzzy logic controller (FLC) equipped with an adaptive algorithm to achieve synchronization performance for tow fractional chaotic systems. By introducing the fuzzy control design and robustness tracking approach, a desired synchronization error can be attenuated to a prescribed level, even in the presence of the high level of uncertainties and noisy training data. Based on recent works of Lin et al. about synchronization of uncertain fractional order chaotic systems, the main contribution of this work is to enhance the control system behavior using the numerical approximation method of Grunwald-Letnikov. Simulation results clearly showed the efficiency of the proposed control scheme.
引用
收藏
页码：276 / 294
页数：19
相关论文
共 50 条
  • [1] Robust adaptive fuzzy control for a class of uncertain nonlinear systems
    Yang, YS
    Jia, XL
    Zhou, CJ
    [J]. INTELLIGENT TECHNIQUES AND SOFT COMPUTING IN NUCLEAR SCIENCE AND ENGINEERING, 2000, : 303 - 310
  • [2] Fuzzy adaptive robust control for a class of uncertain nonlinear systems
    Wu, Haiqing
    Su, Zhan
    Ai, Jun
    [J]. PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 4228 - 4232
  • [3] Robust PI adaptive fuzzy control of a class of uncertain nonlinear systems
    Shahnazi, R
    Akbarzadeh-T, MR
    [J]. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 2566 - 2571
  • [4] A robust direct adaptive fuzzy control for a class of uncertain nonlinear MIMO systems
    Ali Akbarzadeh Kalat
    [J]. Soft Computing, 2019, 23 : 9747 - 9759
  • [5] Variable structure adaptive robust fuzzy control for a class of uncertain nonlinear systems
    Yang, YS
    Zhou, CJ
    [J]. 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3: MEETING THE GRAND CHALLENGE: MACHINES THAT SERVE PEOPLE, 2001, : 1475 - 1478
  • [6] A robust direct adaptive fuzzy control for a class of uncertain nonlinear MIMO systems
    Kalat, Ali Akbarzadeh
    [J]. SOFT COMPUTING, 2019, 23 (19) : 9747 - 9759
  • [7] Robust adaptive fuzzy control for uncertain nonlinear systems
    Gang, C
    Wang, SQ
    Zhang, JM
    [J]. FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS, 2005, 3613 : 841 - 850
  • [8] Robust adaptive control of a class of nonlinear uncertain systems
    Weiping BI~1
    2. Department of System Science and Mathematics
    [J]. Control Theory and Technology, 2004, (02) : 179 - 184
  • [9] Robust adaptive control of a class of uncertain nonlinear systems
    Wang, HB
    Guo, RL
    Li, TL
    Wang, HR
    [J]. 2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 789 - 792
  • [10] Robust adaptive control of a class of nonlinear uncertain systems
    Weiping Bi
    Xiaowu Mu
    Jimin Yu
    [J]. Journal of Control Theory and Applications, 2004, 2 (2): : 179 - 184
12345