Robust Fuzzy Adaptive Sliding Mode Stabilization for Fractional-Order Chaos

被引:10
|
作者
Bourouba, Bachir [1 ]
Ladaci, Samir [2 ,3 ]
机构
[1] Setif 1 Univ, Dept Elect Engn, Setif 19000, Algeria
[2] Natl Polytech Sch Constantine, Dept Elect Electrotech & Automat EEA, Off 447, BP 75 A, Nouvelle Ville Ali Mendj 25100, Constantine, Algeria
[3] Univ Mentouri Bros Constantine 1, Dept Elect, Lab Signal Proc SP Lab, Constantine 25000, Algeria
关键词
chaotic systems; fractional-order system; sliding mode control; adaptive fuzzy control; Lyapunov stability;
D O I
10.3390/a11070101
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, a new adaptive fuzzy sliding mode control (AFSMC) design strategy is proposed for the control of a special class of three-dimensional fractional order chaotic systems with uncertainties and external disturbance. The design methodology is developed in two stages: first, an adaptive sliding mode control law is proposed for the class of fractional order chaotic systems without uncertainties, and then a fuzzy logic system is used to estimate the control compensation effort to be added in the case of uncertainties on the system's model. Based on the Lyapunov theory, the stability analysis of both control laws is provided with elimination of the chattering action in the control signal. The developed control scheme is simple to implement and the overall control scheme guarantees the global asymptotic stability in the Lyapunov sense if all the involved signals are uniformly bounded. In the present work, simulation studies on fractional-order Chen chaotic systems are carried out to show the efficiency of the proposed fractional adaptive controllers.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Ship roll stabilization using an adaptive fractional-order sliding mode controller
    Rezaei, Asghar
    Tabatabaei, Mohammad
    [J]. OCEAN ENGINEERING, 2023, 287
  • [2] Robust Adaptive fractional-order sliding mode controller for vehicle longitudinal dynamic
    Abzi, Imane
    Kabbaj, Mohammed Nabil
    Benbrahim, Mohammed
    [J]. PROCEEDINGS OF THE 2020 17TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD 2020), 2020, : 1128 - 1132
  • [3] Robust adaptive fractional-order nonsingular terminal sliding mode stabilization of three-axis gimbal platforms
    Mousavi, Yashar
    Zarei, Amin
    Jahromi, Zeinabosadat Sane
    [J]. ISA TRANSACTIONS, 2022, 123 : 98 - 109
  • [4] Embedded adaptive fractional-order sliding mode control based on TSK fuzzy system for nonlinear fractional-order systems
    Esraa Mostafa
    Osama Elshazly
    Mohammad El-Bardini
    Ahmad M. El-Nagar
    [J]. Soft Computing, 2023, 27 : 15463 - 15477
  • [5] Embedded adaptive fractional-order sliding mode control based on TSK fuzzy system for nonlinear fractional-order systems
    Mostafa, Esraa
    Elshazly, Osama
    El-Bardini, Mohammad
    El-Nagar, Ahmad M. M.
    [J]. SOFT COMPUTING, 2023, 27 (21) : 15463 - 15477
  • [6] Fractional-Order Dynamic Output Feedback Sliding Mode Control Design for Robust Stabilization of Uncertain Fractional-Order Nonlinear Systems
    Dadras, Sara
    Momeni, Hamid Reza
    [J]. ASIAN JOURNAL OF CONTROL, 2014, 16 (02) : 489 - 497
  • [7] Chaos Synchronization of Uncertain Fractional-Order Chaotic Systems With Time Delay Based on Adaptive Fuzzy Sliding Mode Control
    Lin, Tsung-Chih
    Lee, Tun-Yuan
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2011, 19 (04) : 623 - 635
  • [8] Adaptive sliding mode control for the stabilization of a class of fractional-order Lu chaotic systems
    Bourouba, Bachir
    Ladaci, Samir
    [J]. 2017 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING - BOUMERDES (ICEE-B), 2017,
  • [9] Robust Adaptive Fractional-Order Backstepping Sliding Mode Control of Uncertain Continuum Robot
    Farid, Yousef
    Ehsani-Seresht, Abbas
    [J]. 2018 6TH RSI INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM 2018), 2018, : 394 - 399
  • [10] Adaptive Fuzzy Fractional-Order Sliding Mode Controller Design for Antilock Braking Systems
    Tang, Yinggan
    Wang, Ying
    Han, Mingyu
    Lian, Qiusheng
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2016, 138 (04):