Robust Multi-Parametric Model-Based Control

被引:0
|
作者
Pistikopoulos, Efstrations N. [1 ]
Kouramas, Konstantinos I. [1 ]
Faisca, Nuno P. [2 ]
机构
[1] Imperial Coll London, Ctr Proc Syst Engn, London SW7 2AZ, England
[2] Process Syst Enterprise, London, England
基金
英国工程与自然科学研究理事会;
关键词
Robust Model Predictive Control; Multi-parametric programming; Dynamic Programming; PROGRAMMING PROBLEMS;
D O I
暂无
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this work we present the fundamental theoretical developments for a unified and general framework for the design of Robust Multi-Parametric Controllers. Given a dynamic system, with model uncertainties appearing both in the left-hand side and the right-hand side of the underlying MPC optimisation problem, the proposed framework uses a dynamic programming and robust multi-parametric optimization approach to obtain the current and future control actions as a function of the initial system state i.e. a feedback control law.
引用
收藏
页码:297 / 302
页数:6
相关论文
共 50 条
  • [11] Methodology for robust multi-parametric control in linear continuous-time systems
    Sun, Muxin
    Villanueva, Mario E.
    Pistikopoulos, Efstratios N.
    Chachuat, Benoit
    JOURNAL OF PROCESS CONTROL, 2019, 73 : 58 - 74
  • [12] Robust Multi-Parametric Control of Continuous-Time Linear Dynamic Systems
    Sun, Muxin
    Villanueva, Mario E.
    Pistikopoulos, Efstratios N.
    Chachuat, Benoit
    IFAC PAPERSONLINE, 2017, 50 (01): : 4660 - 4665
  • [13] Explicit/multi-parametric model predictive control (MPC) of linear discrete-time systems by dynamic and multi-parametric programming
    Kouramasa, K. I.
    Faisca, N. P.
    Panos, C.
    Pistikopoulos, E. N.
    AUTOMATICA, 2011, 47 (08) : 1638 - 1645
  • [14] Robust dynamic programming via multi-parametric programming
    Faisca, Nuno P.
    Kouramas, Kostas I.
    Saraiva, Pedro M.
    Rustem, Berc
    Pistikopoulos, Efstratios N.
    17TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2007, 24 : 811 - 816
  • [15] Robust model-based controllers via parametric programming
    Sakizlis, V
    Kakalis, NMP
    Dua, V
    Perkins, JD
    Pistikopoulos, EN
    EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING - 12, 2002, 10 : 541 - 546
  • [16] Adjustable robust optimization through multi-parametric programming
    Styliani Avraamidou
    Efstratios N. Pistikopoulos
    Optimization Letters, 2020, 14 : 873 - 887
  • [17] Adjustable robust optimization through multi-parametric programming
    Avraamidou, Styliani
    Pistikopoulos, Efstratios N.
    OPTIMIZATION LETTERS, 2020, 14 (04) : 873 - 887
  • [18] Simultaneous State Estimation and Model Predictive Control by Multi-Parametric Programming
    Voelker, Anna
    Kouramas, Konstantinos
    Pistikopoulos, Efstratios N.
    20TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2010, 28 : 607 - 612
  • [19] A novel approximation technique for online and multi-parametric model predictive control
    Lambert, Romain S. C.
    Rivotti, Pedro
    Pistikopoulos, E. N.
    21ST EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2011, 29 : 738 - 742
  • [20] Robust MVDR beamformer for nulling level control via multi-parametric quadratic programming
    Liu F.L.
    Wang J.K.
    Sun C.Y.
    Du R.Y.
    Progress In Electromagnetics Research C, 2011, 20 : 239 - 254