Getting Robustness Against Unstructured Uncertainty: A Tube-Based MPC Approach

被引:58
|
作者
Falugi, Paola [1 ]
Mayne, David Q. [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Elect & Elect Engn, London, England
基金
英国工程与自然科学研究理事会;
关键词
Model predictive control; nonlinear control systems; robust control; MODEL-PREDICTIVE CONTROL; TO-STATE STABILITY; DISCRETE-TIME; SYSTEMS;
D O I
10.1109/TAC.2013.2287727
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 note extends tube-based model predictive control to the control of nonlinear systems with unmodeled dynamics. The problem of obtaining robustness against unstructured uncertainty is converted into the easier problem of achieving robustness against an additional bounded disturbance while satisfying an additional output constraint. The output constraint depends on the maximum gain of the unstructured dynamics.
引用
收藏
页码:1290 / 1295
页数:6
相关论文
共 50 条
  • [21] ROBUSTNESS OF DISCRETE-TIME-SYSTEMS AGAINST UNSTRUCTURED UNCERTAINTY
    YAZ, EG
    NIU, XR
    PROCEEDINGS OF THE 1989 AMERICAN CONTROL CONFERENCE, VOLS 1-3, 1989, : 1610 - 1614
  • [22] Robust tube-based MPC with smooth computation for dexterous robot manipulation
    Yu LUO
    Tianying JI
    Fuchun SUN
    Qie SIMA
    Huaping LIU
    Mingxuan JING
    Jianwei ZHANG
    Science China(Information Sciences), 2024, 67 (11) : 252 - 268
  • [23] Robust tube-based MPC with smooth computation for dexterous robot manipulation
    Luo, Yu
    Ji, Tianying
    Sun, Fuchun
    Sima, Qie
    Liu, Huaping
    Jing, Mingxuan
    Zhang, Jianwei
    SCIENCE CHINA-INFORMATION SCIENCES, 2024, 67 (11)
  • [24] Robust Tube-Based MPC for Automotive Adaptive Cruise Control Design
    Sakhdari, Bijan
    Shahrivar, Ebrahim Moradi
    Azad, Nasser L.
    2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2017,
  • [25] Constraint Enforcement via Tube-Based MPC Exploiting Switching Restrictions
    Lavaei, Reza
    Hall, Richard
    Danielson, Claus
    Bridgeman, Leila
    2021 AMERICAN CONTROL CONFERENCE (ACC), 2021, : 858 - 863
  • [26] A Computationally Efficient Robust Tube-Based MPC for Tracking of Linear Systems
    Abbasi, Y.
    Momeni, H. R.
    Ramezani, A.
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION A-SCIENCE, 2020, 44 (05): : 1519 - 1529
  • [27] Tube-based MPC with Nonlinear Control for Load Transportation using a UAV
    Santos, Marcelo A.
    Ferramosca, Antonio
    Raffo, Guilherme V.
    IFAC PAPERSONLINE, 2018, 51 (25): : 459 - 465
  • [28] System level disturbance reachable sets and their application to tube-based MPC
    Sieber, Jerome
    Zanelli, Andrea
    Bennani, Samir
    Zeilinger, Melanie N.
    EUROPEAN JOURNAL OF CONTROL, 2022, 68
  • [29] Tube-based robust MPC for pump scheduling in water distribution systems
    Selek, Istvan
    Ikonen, Enso
    Hos, Csaba
    2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 1791 - 1796
  • [30] Robust tube-based LPV-MPC for autonomous lane keeping
    Nezami, Maryam
    Abbas, Hossam Seddik
    Ngoc Thinh Nguyen
    Schildbach, Georg
    IFAC PAPERSONLINE, 2022, 55 (35): : 103 - 108