Robust model predictive control for nonlinear systems

被引:0
|
作者
Zhang Jun [1 ]
Wang Biao [1 ]
机构
[1] Harbin Inst Technol, Sch Astronaut, Harbin 150001, Peoples R China
关键词
nonlinear systems; model predictive control; constraint inputs; stability; fuzzy model;
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
Robust model predictive control is proposed for a class of nonlinear systems with constraint inputs based on fuzzy T-S model. The upper bound of predictive cost is derived, constraints on stability and inputs are transformed into linear matrix inequalities (LMIs), which can easily be solved. The predictive controller is parallel distributed compensation (PDC) controller in the scheme. Sufficient conditions of moving horizon optimization are derived based on LMIs and Lvapunov funciton, stability of closed-loop systems is proved. The simulation results verify the effectiveness of the proposed method.
引用
收藏
页码:1127 / 1131
页数:5
相关论文
共 11 条
  • [1] A robust stability problem for discrete-time systems subject to an uncertain parameter
    Amato, F
    Mattei, M
    Pironti, A
    [J]. AUTOMATICA, 1998, 34 (04) : 521 - 523
  • [2] Robust stability analysis and fuzzy-scheduling control for nonlinear systems subject to actuator saturation
    Cao, YY
    Lin, ZL
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2003, 11 (01) : 57 - 67
  • [3] Jadbabaie A, 2001, P AMER CONTR CONF, P1333, DOI 10.1109/ACC.2001.945909
  • [4] Robust constrained model predictive control using linear matrix inequalities
    Kothare, MV
    Balakrishnan, V
    Morari, M
    [J]. AUTOMATICA, 1996, 32 (10) : 1361 - 1379
  • [5] A scheduling quasi-min-max model predictive control algorithm for nonlinear systems
    Lu, YH
    Arkun, Y
    [J]. JOURNAL OF PROCESS CONTROL, 2002, 12 (05) : 589 - 604
  • [6] Analysis and design of fuzzy controller and fuzzy observer
    Ma, XJ
    Sun, ZQ
    He, YY
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1998, 6 (01) : 41 - 51
  • [7] Constrained model predictive control: Stability and optimality
    Mayne, DQ
    Rawlings, JB
    Rao, CV
    Scokaert, POM
    [J]. AUTOMATICA, 2000, 36 (06) : 789 - 814
  • [8] STABILITY ANALYSIS AND DESIGN OF FUZZY CONTROL-SYSTEMS
    TANAKA, K
    SUGENO, M
    [J]. FUZZY SETS AND SYSTEMS, 1992, 45 (02) : 135 - 156
  • [9] Wang EA, 2001, P AMER CONTR CONF, P488, DOI 10.1109/ACC.2001.945592
  • [10] An approach to fuzzy control of nonlinear systems: Stability and design issues
    Wang, HO
    Tanaka, K
    Griffin, MF
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1996, 4 (01) : 14 - 23