Variable-order fuzzy fractional PID controller

被引:67
|
作者
Liu, Lu [1 ]
Pan, Feng [1 ]
Xue, Dingyu [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Variable-order; Fuzzy control; Fractional calculus; PI lambda D-mu controller; (PID-MU)-D-LAMBDA CONTROLLERS; STABILIZATION; SIMULATION; SYSTEMS; MODEL;
D O I
10.1016/j.isatra.2014.09.012
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a new tuning method of variable-order fractional fuzzy PID controller (VOFFLC) is proposed for a class of fractional-order and integer-order control plants. Fuzzy logic control (FLC) could easily deal with parameter variations of control system, but the fractional-order parameters are unable to change through this way and it has confined the effectiveness of FLC. Therefore, an attempt is made in this paper to allow all the five parameters of fractional-order PID controller vary along with the transformation of system structure as the outputs of FLC, and the influence of fractional orders lambda and mu on control systems has been investigated to make the fuzzy rules for VOFFLC. Four simulation results of different plants are shown to verify the availability of the proposed control strategy. (C) 2014 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:227 / 233
页数:7
相关论文
共 50 条
  • [21] Fractional order fuzzy PID controller for an Electro-Hydraulic Rotary Actuator
    Tri Cuong Do
    Duc Thien Tran
    Ahn, Kyoung Kwan
    2019 23RD INTERNATIONAL CONFERENCE ON MECHATRONICS TECHNOLOGY (ICMT 2019), 2019,
  • [22] Variable-order fractional calculus: A change of perspective
    Garrappa, Roberto
    Giusti, Andrea
    Mainardi, Francesco
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2021, 102
  • [23] Legendre wavelet method for solving variable-order nonlinear fractional optimal control problems with variable-order fractional Bolza cost
    Kumar, Nitin
    Mehra, Mani
    ASIAN JOURNAL OF CONTROL, 2023, 25 (03) : 2122 - 2138
  • [24] Design of Intelligent Fuzzy Fractional -Order PID Controller for Pressure Control Application
    Kanagaraj, N.
    Al-Dhaifalla, Mujahed
    Nisar, K. S.
    2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, INSTRUMENTATION AND CONTROL TECHNOLOGIES (ICICICT), 2017, : 525 - 530
  • [25] Exploring Chaos in Fractional Order Systems: A Study of Constant and Variable-Order Dynamics
    Allogmany, Reem
    Almuallem, Nada A.
    Alsemiry, Reima Daher
    Abdoon, Mohamed A.
    SYMMETRY-BASEL, 2025, 17 (04):
  • [26] An original perspective on variable-order fractional operators for viscoelastic materials
    Burlon, Andrea
    Alotta, Gioacchino
    Di Paola, Mario
    Failla, Giuseppe
    MECCANICA, 2021, 56 (04) : 769 - 784
  • [27] A MODIFIED METHOD FOR SOLVING DELAY FUZZY VARIABLE-ORDER FRACTIONAL PARTIAL DIFFERENTIAL EQUATIONS
    Khlaif, Abbas I.
    Mohammed, Osama H.
    Feki, Moez
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2024,
  • [28] Variable-Order Fractional Operators for Adaptive Order and Parameter Estimation
    Rapaic, Milan R.
    Pisano, Alessandro
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (03) : 798 - 803
  • [29] A Variable-Order Fuzzy Logic Controller Design Method for an Unmanned Underwater Vehicle Based on NSGA-II
    Zhu, Boyu
    Liu, Lu
    Zhang, Lichuan
    Liu, Mingwei
    Duanmu, Yixiang
    Chen, Yi
    Dang, Peidong
    Li, Jiabao
    FRACTAL AND FRACTIONAL, 2022, 6 (10)
  • [30] Adaptive-Fuzzy Fractional Order PID Controller-Based Active Suspension for Vibration Control
    Swethamarai, P.
    Lakshmi, P.
    IETE JOURNAL OF RESEARCH, 2022, 68 (05) : 3487 - 3502