OPTIMAL INTERVAL TYPE-2 FUZZY LOGIC CONTROLLER FOR PNEUMATIC SERVO ACTUATOR SYSTEM

被引:0
|
作者
Hasan, Amjad F. [1 ]
Abdulridha, Azhar J. [1 ]
机构
[1] Univ Technol Iraq, Control & Syst Engn Dept, Baghdad, Iraq
来源
关键词
Cultural algorithm; Interval type-2 fuzzy logic controller; Nonlinear-control; Optimal control; Pneumatic servo actuator system; DESIGN; FEEDBACK;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, the positioning of the pneumatic servo actuator system is controlled by the interval type-2 fuzzy logic controller (PD-like IT2-FLC). The main goal of the proposed design is to assure and accommodate the nonlinear system and the uncertainty in its parameters. Therefore, these challenges consider verifying the efficiency and effectiveness of the proposed controller. The optimal parameters of the controller are obtained by the cultural algorithm (CA), which is one of the effective optimization algorithms. The simulation results show that the proposed optimal controller can achieve a desirable specification and guarantee the robustness of stability and performance in the presence of uncertainty and disturbance. Moreover, the results show a desirable performance in terms of obtaining smooth and unsaturated state voltage control action that stabilizes the pneumatic servo actuator system and minimizes the position tracking error of the system output. An improvement of 20% is achieved using the proposed controller in compared the previous controller.
引用
收藏
页码:1644 / 1660
页数:17
相关论文
共 50 条
  • [31] An Optimal Defuzzification Method for Interval Type-2 Fuzzy Logic Control Scheme
    Allawi, Ziyad T.
    Abdalla, Turki Y.
    2015 SCIENCE AND INFORMATION CONFERENCE (SAI), 2015, : 619 - 627
  • [32] Fuzzy Logic Type-2 Controller Design for MPPT in Photovoltaic system
    Soltani, Sina
    Kouhanjani, Masoud Jokar
    2017 CONFERENCE ON ELECTRICAL POWER DISTRIBUTION NETWORKS CONFERENCE (EPDC), 2017, : 149 - 155
  • [33] Interval type-2 fuzzy logic system in shower control application
    Wang, Tao
    Zhang, Kai
    ICIC Express Letters, 2013, 7 (04): : 1305 - 1310
  • [34] On the Interval Type-2 Fuzzy Logic Control of Ball and Plate System
    Farooq, Umar
    Gu, Jason
    Luo, Jun
    2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2013, : 2250 - 2256
  • [35] Driver Rating based on Interval Type-2 Fuzzy Logic System
    Aras, Ayse Cisel
    Gocer, Ismail
    IFAC PAPERSONLINE, 2016, 49 (11): : 95 - 100
  • [36] Hybrid Model for the Training of Interval Type-2 Fuzzy Logic System
    Hassan, Saima
    Khosravi, Abbas
    Jaafar, Jafreezal
    Khanesar, Mojtaba Ahmadieh
    NEURAL INFORMATION PROCESSING, PT I, 2015, 9489 : 644 - 653
  • [37] A Systematic Design of Stabilizer Controller for Interval Type-2 TSK Fuzzy Logic Systems
    Pour, Majid Khak
    Ghaemi, Sehraneh
    Badamchizadeh, Mohammad Ali
    FUZZY INFORMATION AND ENGINEERING, 2018, 10 (04) : 387 - 407
  • [38] Design of Interval Type-2 Fuzzy Logic Controller for Mobile Wheeled Inverted Pendulum
    Ri, MyongHyok
    Huang, Jian
    Ri, Songhyok
    Yun, HyonSu
    Kim, ChangSik
    PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 535 - 540
  • [39] Optimization of Interval Type-2 Fuzzy Logic Controller Using Quantum Genetic Algorithms
    Shill, Pintu Chandra
    Amin, Md. Faijul
    Akhand, M. A. H.
    Murase, Kazuyuki
    2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2012,
  • [40] Interval Type-2 fuzzy logic controller design for the speed control of DC motors
    Hassani, Hossein
    Zarei, Jafar
    SYSTEMS SCIENCE & CONTROL ENGINEERING, 2015, 3 (01): : 266 - 273