Decentralized model predictive control of nonlinear continuous systems with contractive constraints

被引:0
|
作者
Cai, Xing [1 ]
Xie, Lei [1 ]
Sun, Pei [1 ]
机构
[1] Zhejiang Univ, Dept Control Sci & Engn, Hangzhou 310027, Peoples R China
关键词
Decentralized model predictive control; contractive constraint; nonlinear continuous systems; LARGE-SCALE SYSTEMS; MPC; STABILITY; STATE;
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 proposes a novel stabilizing decentralized model predictive control for nonlinear continuous systems. We extend the method proposed by [1] from nonlinear discrete time systems to nonlinear continuous systems. The key idea of this method is adding a contractive constraint to the optimal control problem of each subsystems. By adding the contractive constraint the whole system can be stabilizable within certain degree of interaction. The degree of the interaction is also represented by inequalities. Finally a numerical simulation is used to prove the effectiveness of the method and the method is also applied to a four-tank benchmark problem.
引用
收藏
页码:1187 / 1192
页数:6
相关论文
共 50 条
  • [1] Contractive model predictive control for constrained nonlinear systems
    Kothare, SLD
    Morari, M
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (06) : 1053 - 1071
  • [2] Contractive model predictive control with local linearization for nonlinear systems
    De Oliveira, SL
    Morari, M
    NONLINEAR MODEL BASED PROCESS CONTROL, 1998, 353 : 403 - 431
  • [3] Stabilizing decentralized model predictive control of nonlinear systems
    Magni, L.
    Scattolini, R.
    AUTOMATICA, 2006, 42 (07) : 1231 - 1236
  • [4] Model-Free Adaptive Control with Contractive Constraints for Nonlinear Systems
    Leng, Yancun
    Li, Hongxin
    Wang, Pu
    Qiao, Zhaohui
    2014 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 2, 2014, : 288 - 291
  • [5] Distributed Model Predictive Control of Nonlinear Systems with Input Constraints
    Liu, Jinfeng
    de la Pena, David Munoz
    Christofides, Panagiotis D.
    2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, : 2319 - +
  • [6] Application of Nonlinear Model Predictive Control in Continuous Crystallization Systems
    Yang, Yang
    Nagy, Zoltan K.
    2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 4282 - 4287
  • [7] Stabilizing model predictive control of nonlinear continuous time systems
    Magni, L
    Scattolini, R
    ANNUAL REVIEWS IN CONTROL, 2004, 28 (01) : 1 - 11
  • [8] Model predictive control for continuous linear systems with state inequality constraints
    Hedjar, Ramdane
    PROCEEDINGS OF THE 2013 IEEE 8TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2013, : 393 - 396
  • [9] Robust Model Predictive Control for Nonlinear Systems With Incremental Control Input Constraints
    Zhao, Fang-Jiao
    Gao, Yong-Feng
    Wang, Xue-Fang
    Gu, Hao-Yuan
    Sun, Xi-Ming
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 22 : 9983 - 9993
  • [10] Model predictive control for uncertain nonlinear systems subject to chance constraints
    Yu, Shuyou
    Qu, Ting
    Findeisen, Rolf
    Chen, Hong
    2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 2751 - 2756