Min-max feedback model predictive control for constrained linear systems

被引:639
|
作者
Scokaert, POM
Mayne, DQ
机构
[1] Univ Wisconsin, Dept Chem Engn, Madison, WI 53706 USA
[2] Univ London Imperial Coll Sci Technol & Med, Dept Elect & Elect Engn, London SW7 2BT, England
关键词
feedback; min-max optimization; model predictive control;
D O I
10.1109/9.704989
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Min-max feedback formulations of model predictive control are discussed, both in the fixed and variable horizon contexts. The control schemes the authors discuss introduce, in the control optimization, the notion that feedback is present in the receding-horizon implementation of thf control. This leads to improved performance, compared to standard model predictive control, and resolves the feasibility difficulties that arise with the min-max techniques that are documented in the literature. The stabilizing properties of the methods are discussed as well as some practical implementation details.
引用
收藏
页码:1136 / 1142
页数:7
相关论文
共 50 条
  • [32] Min-max feedback MPC using a time-varying terminal constraint set and comments on "Efficient robust constrained model predictive control with a time-varying terminal constraint set"
    Pluymers, B
    Suykens, JAK
    De Moor, B
    SYSTEMS & CONTROL LETTERS, 2005, 54 (12) : 1143 - 1148
  • [33] On model predictive control for max-plus-linear systems
    Masuda, S
    SICE 2003 ANNUAL CONFERENCE, VOLS 1-3, 2003, : 228 - 233
  • [34] An efficient offline implementation for output feedback min-max MPC
    Hu, Jianchen
    Ding, Baocang
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2019, 29 (02) : 492 - 506
  • [35] Model predictive control for constrained uncertain piecewise linear systems
    Dewei LI
    Yugeng XI
    Yuanyuan ZOU
    Control Theory and Technology, 2013, 11 (02) : 230 - 236
  • [36] Min-Max Merged with Quadratic Cost for Repetitive Control of Minimum Phase Systems
    Prasitmeeboon, Pitcha
    2018 3RD INTERNATIONAL CONFERENCE ON CONTROL AND ROBOTICS ENGINEERING (ICCRE), 2018, : 125 - 129
  • [37] Model predictive control for constrained uncertain piecewise linear systems
    Li D.
    Xi Y.
    Zou Y.
    Journal of Control Theory and Applications, 2013, 11 (2): : 230 - 236
  • [38] Model predictive control for perturbed max-plus-linear systems
    van den Boom, TJJ
    De Schutter, B
    SYSTEMS & CONTROL LETTERS, 2002, 45 (01) : 21 - 33
  • [39] Event-Driven Robust Output Feedback Control for Constrained Linear Systems via Model Predictive Control Method
    Ling Lu
    Yuanyuan Zou
    Yugang Niu
    Circuits, Systems, and Signal Processing, 2017, 36 : 543 - 558
  • [40] Event-Driven Robust Output Feedback Control for Constrained Linear Systems via Model Predictive Control Method
    Lu, Ling
    Zou, Yuanyuan
    Niu, Yugang
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2017, 36 (02) : 543 - 558