PID controller design for nonlinear systems represented by discrete-time local model networks

被引:12
|
作者
Hametner, Christoph [1 ]
Mayr, Christian H. [1 ]
Kozek, Martin [1 ]
Jakubek, Stefan [1 ]
机构
[1] Vienna Univ Technol, Inst Mech & Mechatron, Christian Doppler Lab Model Based Calibrat Method, A-1040 Vienna, Austria
关键词
PID control; local model networks; nonlinear systems; Lyapunov stability; genetic algorithm; STABILITY ANALYSIS; FUZZY CONTROL; PREDICTIVE CONTROL; IDENTIFICATION; STABILIZATION; ALGORITHM;
D O I
10.1080/00207179.2012.759663
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with proportional-integral-derivative (PID) controller design for nonlinear systems represented by local model networks. The proposed method is based on the concept of parallel distributed compensators where the scheduling of the local model network is adopted for the PID parameters. The proposed design method for nonlinear PID controllers considers closed-loop stability by means of a Lyapunov stability criterion as well as closed-loop performance. All PID parameters are determined by a multi-objective genetic algorithm (multiGA), which handles the trade-off between stability and performance. A simulation example demonstrates the effectiveness of the proposed method.
引用
收藏
页码:1453 / 1466
页数:14
相关论文
共 50 条
  • [21] Discrete-time controller for stochastic nonlinear polynomial systems with Poisson noises
    Hernandez-Gonzalez, M.
    Basin, M. V.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 48 (11) : 2235 - 2248
  • [22] Design of an Unmatching Observer-Based Controller for Discrete-Time Fuzzy Systems with Time Delay
    Zhang, Zejian
    Wang, Dawei
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2020, 2020
  • [23] Model matching problem for discrete-time nonlinear systems
    Belikov, Juri
    Halas, Miroslav
    Kotta, Uelle
    Moog, Claude H.
    PROCEEDINGS OF THE ESTONIAN ACADEMY OF SCIENCES, 2015, 64 (04) : 457 - 472
  • [24] Stability analysis and controller design for quadratic discrete-time systems with time delay
    Zhao, Xia
    Kang, Shugui
    Chen, Fu
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 1420 - 1424
  • [25] Constrained Output-Feedback Control for Discrete-Time Fuzzy Systems With Local Nonlinear Models Subject to State and Input Constraints
    Anh-Tu Nguyen
    Coutinho, Pedro
    Guerra, Thierry-Marie
    Palhares, Reinaldo
    Pan, Juntao
    IEEE TRANSACTIONS ON CYBERNETICS, 2021, 51 (09) : 4673 - 4684
  • [26] Stability Analysis And Controller Design for Discrete-Time Periodic Quadratic Systems
    Zhang, Hui
    Kang, Shugui
    Chen, Fu
    2016 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2016, : 1282 - 1287
  • [27] Event-triggered controller design of nonlinear discrete-time networked control systems in T-S fuzzy model
    Hu, Songlin
    Yue, Dong
    Peng, Chen
    Xie, Xiangpeng
    Yin, Xiuxia
    APPLIED SOFT COMPUTING, 2015, 30 : 400 - 411
  • [28] Interval observer design for nonlinear discrete-time dynamic systems
    Zhirabok, Alexey
    Zuev, Alexander
    Filaretov, Vladimir
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2024, 38 (06) : 2045 - 2055
  • [29] Observer design for lipschitz nonlinear systems: The discrete-time case
    Zernouche, A.
    Boutayeb, M.
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2006, 53 (08) : 777 - 781
  • [30] Observer Design for Discrete-Time Nonlinear Systems Using the Stability Radii Theory
    Aviles, Jesus D.
    Moreno, Jaime A.
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2020, 67 (10) : 1959 - 1963