MPC tracking under time-varying polytopic constraints for real-time applications

被引:0
作者
Manrique, T. [1 ]
Fiacchini, M. [2 ]
Chambrion, T. [3 ,4 ]
Millerioux, G. [1 ]
机构
[1] Univ Lorraine, Ctr Rech Automat Nancy, F-54506 Vandoeuvre Les Nancy, France
[2] Gipsa Lab, F-38402 St Martin Dheres, France
[3] INRIA, F-54600 Villers Les Nancy, France
[4] Univ Lorraine, Inst Elie Cartan Nancy, F-54506 Vandoeuvre Les Nancy, France
来源
2014 EUROPEAN CONTROL CONFERENCE (ECC) | 2014年
关键词
MODEL-PREDICTIVE CONTROL;
D O I
暂无
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 presents a real-time MPC-based tracking strategy for linear systems subject to time-varying constraints. The framework is quite general since time-varying constraints in the state and in the input are considered. To handle the problem, a polytopic invariant set computed off-line is homogeneously dilated and contracted on-line to fit the polytopic time-varying constraints, and used as an admissible terminal set constraint to guarantee stability and convergence in the tracking task. The on-line cost of the homothetic invariant set computation is negligible and allows dealing with tracking problems for real-time applications.
引用
收藏
页码:1480 / 1485
页数:6
相关论文
共 50 条
  • [41] Near Time-Optimal Real-Time Path Following Under Error Tolerance and System Constraints
    Chang, Yen-Chi
    Chen, Cheng-Wei
    Tsao, Tsu-Chin
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2018, 140 (07):
  • [42] A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability
    Fedorova, Kristina
    Jiang, Yuning
    Oravec, Juraj
    Jones, Colin N.
    Kvasnica, Michal
    2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC, 2023, : 4705 - 4710
  • [43] Real-time FPGA Implementation of Direct MPC for Power Electronics
    Stellato, Bartolomeo
    Goulart, Paul J.
    2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 1471 - 1476
  • [44] Real-Time Fuel Economy Optimization With Nonlinear MPC for PHEVs
    Zhang, Jiangyan
    Shen, Tielong
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2016, 24 (06) : 2167 - 2175
  • [45] Fast and Lightweight: A real-time parallelizable MPC for embedded systems☆
    Jiang, Yuning
    Fedorova, Kristina
    Su, Junyan
    Oravec, Juraj
    Houska, Boris
    Jones, Colin N.
    EUROPEAN JOURNAL OF CONTROL, 2025, 83
  • [46] Online robust tube-based MPC for time-varying systems: a practical approach
    Gonzalez, R.
    Fiacchini, M.
    Alamo, T.
    Guzman, J. L.
    Rodriguez, F.
    INTERNATIONAL JOURNAL OF CONTROL, 2011, 84 (06) : 1157 - 1170
  • [47] Tube-based Robust MPC for Linear Time-Varying Systems with Bounded Disturbances
    Bumroongsri, Pornchai
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2015, 13 (03) : 620 - 625
  • [48] Online Adaption of Motion Paths to Time-Varying Constraints using Homotopies
    Kontny, Damian
    Stursberg, Olaf
    IFAC PAPERSONLINE, 2017, 50 (01): : 3331 - 3337
  • [49] Suboptimal Solutions for Time Varying Time Delayed MPC Controllers
    Mumcu, T. Veli
    Gulez, K.
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2014, 20 (02) : 15 - 21
  • [50] Real-time Digital Control of Time-delay Systems: from Smith Predictor to MPC
    Holis, Radek
    Bobal, Vladimir
    Vojtesek, Jiri
    2017 INTERNATIONAL CONFERENCE ON ENGINEERING, TECHNOLOGY AND INNOVATION (ICE/ITMC), 2017, : 254 - 263