An interpolation strategy for discrete-time bilinear MPC problems

被引:10
作者
Bloemen, HHJ [1 ]
Cannon, M
Kouvaritakis, B
机构
[1] Delft Univ Technol, Dept ITS, NL-2600 GA Delft, Netherlands
[2] Univ Oxford, Dept Engn Sci, Oxford OX1 3PJ, England
基金
英国工程与自然科学研究理事会;
关键词
control Lyapunov function; discrete-time bilinear systems; interpolation;
D O I
10.1109/TAC.2002.1000271
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Input-output (I-O) feedback linearization suffers from a number of restrictions which have limited its use in model-based predictive control. Some of these restrictions do not apply to the case of bilinear systems, but problems with input constraints and unstable zero dynamics persist. The present note overcomes these difficulties by means of an interpolation strategy. Involved in this interpolation is a feasible and stabilizing trajectory, which is computed through the use of invariant feasible sets, and a more aggressive trajectory, which can be chosen to be either the unconstrained optimal trajectory or any alternative one.
引用
收藏
页码:775 / 778
页数:4
相关论文
共 11 条
  • [1] Linearization of discrete-time systems
    ArandaBricaire, E
    Kotta, U
    Moog, CH
    [J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1996, 34 (06) : 1999 - 2023
  • [2] Boyd S., 1994, LINEAR MATRIX INEQUA, DOI https://doi.org/10.1109/jproc.1998.735454
  • [3] Henson M. A., 1991, Journal of Process Control, V1, P122, DOI 10.1016/0959-1524(91)85001-Y
  • [4] Robust constrained model predictive control using linear matrix inequalities
    Kothare, MV
    Balakrishnan, V
    Morari, M
    [J]. AUTOMATICA, 1996, 32 (10) : 1361 - 1379
  • [5] Efficient robust predictive control
    Kouvaritakis, B
    Rossiter, JA
    Schuurmans, J
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (08) : 1545 - 1549
  • [6] Kouvaritakis B, 2000, PROG SYST C, V26, P99
  • [7] Feedback linearizing control of discrete-time nonlinear systems with input constraints
    Kurtz, MJ
    Henson, MA
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 1998, 70 (04) : 603 - 616
  • [8] ON INPUT OUTPUT LINEARIZATION OF DISCRETE-TIME NONLINEAR-SYSTEMS
    LEE, HG
    MARCUS, SI
    [J]. SYSTEMS & CONTROL LETTERS, 1987, 8 (03) : 249 - 259
  • [9] On stability of constrained receding horizon control with finite terminal weighting matrix
    Lee, JW
    Kwon, WH
    Choi, JH
    [J]. AUTOMATICA, 1998, 34 (12) : 1607 - 1612
  • [10] NURGES Y, 1985, SOV J COMPUT SYST S+, V23, P101