Piecewise affinity of min-max MPC with bounded additive uncertainties and a quadratic criterion

被引:19
|
作者
Ramirez, DR [1 ]
Camacho, EF [1 ]
机构
[1] Univ Seville, Dept Ingn Sistemas & Automat, Escuela Super Ingn, Seville 41092, Spain
关键词
min-max MPC algorithm; predictive control; min-max optimization; piecewise linear controllers; uncertainty;
D O I
10.1016/j.automatica.2005.09.009
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 brief shows how a min-max MPC with bounded additive uncertainties and a quadratic cost function results in a piecewise affine and continuous control law. Proofs based on properties of the cost function and the optimization problem are given. The boundaries of the regions in which the state space can be partitioned are also treated. The results are illustrated by an example. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:295 / 302
页数:8
相关论文
共 50 条
  • [1] Characterization of Min-Max MPC with bounded uncertainties and a quadratic criterion
    Ramírez, DR
    Camacho, EF
    [J]. PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2002, 1-6 : 358 - 363
  • [2] Explicit solution of min-max MPC with additive uncertainties and quadratic criterion
    de la Peña, DM
    Ramírez, DR
    Camacho, EF
    Alamo, T
    [J]. SYSTEMS & CONTROL LETTERS, 2006, 55 (04) : 266 - 274
  • [3] On the piecewise linear nature of Min-Max model predictive control with bounded uncertainties
    Ramírez, DR
    Camacho, EF
    [J]. PROCEEDINGS OF THE 40TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2001, : 4845 - 4850
  • [4] Input to state stability of min-max MPC controllers for nonlinear systems with bounded uncertainties
    Limon, D
    Alamo, T
    Salas, F
    Camacho, EF
    [J]. AUTOMATICA, 2006, 42 (05) : 797 - 803
  • [5] Interval Observer based Min-max MPC scheme for LPV Systems with bounded uncertainties
    Wu, Yuying
    Zhang, Langwen
    Ling, Keck-Voon
    Xie, Wei
    [J]. 2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 2645 - 2650
  • [6] On the piecewise linear nature of constrained min-max model predictive control with bounded uncertainties
    Ramírez, DR
    Camacho, EF
    [J]. PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 2453 - 2458
  • [7] On the piecewise linear nature of constrained min-max model predictive control with bounded uncertainties
    Ramirez, DR
    Camacho, EF
    [J]. PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 3620 - 3625
  • [8] Handling the Constraints in Min-Max MPC
    Hu, Jianchen
    Lv, Xiaoliang
    Pan, Hongguang
    Zhang, Meng
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 21 (01) : 296 - 304
  • [9] Efficient implementation of min-max model predictive control with bounded uncertainties
    Alamo, T
    Ramírez, DR
    Camacho, EF
    [J]. PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, VOLS 1 & 2, 2002, : 651 - 656
  • [10] Iterative solutions of min-max parameter estimation with bounded data uncertainties
    Sayed, AH
    Garulli, A
    Chandrasekaran, S
    [J]. 1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 3561 - 3564