MATLAB TOOLBOX FOR SELF-TUNING PREDICTIVE CONTROL OF TIME-DELAYED SYSTEMS

被引:0
|
作者
Holis, Radek [1 ]
Bobal, Vladimir [1 ]
机构
[1] Tomas Bata Univ Zlin, Fac Appl Informat, Dept Proc Control, Nad Stranemi 4511, Zlin 76005, Czech Republic
关键词
Self-tuning Control; Model Predictive Control; MPC; Time-delay; MATLAB Toolbox;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The designed MATLAB/SIMULINK Toolbox is dedicated to develop and design predictive Self-Tuning Control (STC) algorithm for the time-delayed systems. In practice, many processes can exhibit time-delay in their dynamic behavior, which is mainly caused by a time needed for transport of the energy, information, or mass. In lights of these facts, it is necessary to develop suitable algorithm and verify its correct dynamic behavior using simulation first, so this Toolbox can be used in advantage. This paper deals with the basic principles of Model Predictive Control (MPC), calculation of control law, design process of the predictive controller and recursive identification of control process using Recursive Least Squares Method (RLSM). There are also many cases when compensation of measurable disturbance is required, so this Toolbox allows compensating of this disturbance.
引用
收藏
页码:205 / 211
页数:7
相关论文
共 50 条
  • [41] Self-Tuning Tube-based Model Predictive Control
    Tranos, Damianos
    Russo, Alessio
    Proutiere, Alexandre
    2023 AMERICAN CONTROL CONFERENCE, ACC, 2023, : 3626 - 3632
  • [42] STOCHASTIC CONVERGENCE ANALYSIS OF GENERALIZED PREDICTIVE SELF-TUNING CONTROL
    YUAN, ZZ
    CHEN, ZQ
    PROCEEDINGS OF THE 28TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-3, 1989, : 2127 - 2128
  • [43] SELF-TUNING PREDICTIVE CONTROL OF NONLINEAR SERVO-MOTOR
    Bobal, Vladimir
    Chalupa, Petr
    Kubalcik, Marek
    Dostal, Petr
    JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2010, 61 (06): : 365 - 372
  • [44] SELF-TUNING PREDICTIVE CONTROL OF PROCESSING TEMPERATURE FOR FOOD EXTRUSION
    TAN, JL
    HOFER, JM
    JOURNAL OF PROCESS CONTROL, 1995, 5 (03) : 183 - 189
  • [45] On self-tuning control of nonminimum phase discrete-time stochastic systems
    Shafiq, M
    Lu, JM
    Yahagi, T
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1996, E79A (12) : 2176 - 2184
  • [46] On self-tuning control of nonminimum phase discrete-time stochastic systems
    Shafiq, M
    Lu, JM
    Yahagi, T
    PROCEEDINGS OF THE 1996 IEEE IECON - 22ND INTERNATIONAL CONFERENCE ON INDUSTRIAL ELECTRONICS, CONTROL, AND INSTRUMENTATION, VOLS 1-3, 1996, : 340 - 345
  • [47] SELF-TUNING PREDICTIVE PID CONTROLLER
    VEGA, P
    PRADA, C
    ALEIXANDRE, V
    IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1991, 138 (03): : 303 - 311
  • [48] Self-tuning control techniques with application to industrial systems
    Disdell, KJ
    Smith, CA
    Burnham, KJ
    James, DJG
    ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 1996, 76 : 407 - 408
  • [49] Self-tuning Controller Design for Motion Control Systems
    Li Yanan
    Li Jiangang
    Ye Xuehui
    Li Zexiang
    ICIA: 2009 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-3, 2009, : 457 - 462
  • [50] A self-tuning controller for systems with varying time delays
    Mori, Y
    Doi, M
    Mori, Y
    SICE 2002: PROCEEDINGS OF THE 41ST SICE ANNUAL CONFERENCE, VOLS 1-5, 2002, : 2245 - 2248