Multiobjective Genetic Fuzzy PID Control Design for Uncertain Dynamic Systems

被引:0
|
作者
Pires, Danubia Soares [1 ]
de Oliveira Serra, Ginalber Luiz [1 ]
机构
[1] Fed Inst Educ Sci & Technol, Dept Electroelect, Lab Computat Intelligence Appl Technol, BR-65030005 Sao Luis, Maranhao, Brazil
关键词
robust control; fuzzy system; digital PID controller; uncertain dynamic system; multiobjective genetic algorithm;
D O I
暂无
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 robust fuzzy digital PID control strategy, via multiobjective genetic algorithm, based on the gain and phase margins specifications, with applications to uncertain dynamic systems with time delay, is proposed. A multiobjective genetic strategy is defined to tune the fuzzy controller parameters, so the gain and phase margins of the fuzzy control system are close to the specified ones. Computational results show the efficiency of the proposed methodology through the accuracy in the gain and phase margins of the fuzzy PID control system compared to the specified ones and tracking of the reference trajectory compared to Ziegler-Nichols method.
引用
收藏
页码:330 / 339
页数:10
相关论文
共 50 条
  • [31] Robust Fuzzy PID Controller Design for Dynamic Systems with Time Delay
    Lima, Fernanda
    Serra, Ginalber
    2015 IEEE 24TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2015, : 119 - 124
  • [32] Robust Controller Design for Uncertain Nonlinear Systems via Adaptive Fuzzy PID Approach
    Zhang Tieyan
    Zhao Yan
    Zhang Xiaohui
    Zhao Dan
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 2771 - 2774
  • [33] Multiobjective fuzzy genetic algorithm optimisation approach to nonlinear control system design
    TrebiOllennu, A
    White, BA
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1997, 144 (02): : 137 - 142
  • [34] Adaptive dynamic surface fuzzy control for a class of uncertain nonlinear systems
    Gang, Chen
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2006, 4223 : 199 - 207
  • [35] Adaptive Fuzzy Sliding Mode Control for a Class of Uncertain Dynamic Systems
    李少远
    席裕庚
    Journal of China Textile University(English Edition), 2000, (02) : 33 - 36
  • [36] Adaptive fuzzy sliding mode control for a class of uncertain dynamic systems
    Li, Shaoyuan
    Xi, Yugeng
    Journal of Dong Hua University (English Edition), 2000, 17 (02): : 33 - 36
  • [37] Fuzzy dynamic output feedback control for a class of uncertain nonlinear systems
    Tong, Shao-Cheng
    Zhou, Jun
    Kongzhi yu Juece/Control and Decision, 2001, 16 (05): : 540 - 544
  • [38] Adaptive fuzzy sliding mode control for a class of uncertain dynamic systems
    Li, SY
    Xi, YG
    PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 1849 - 1853
  • [39] Robust Adaptive Fuzzy Dynamic Surface Control of Uncertain Nonlinear for Systems
    Li, Yongming
    Tong, Shaocheng
    Liu, Yanjun
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 5019 - 5024
  • [40] Control of Nonlinear Uncertain Systems by Extended PID
    Zhao, Cheng
    Guo, Lei
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 66 (08) : 3840 - 3847