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
  • [41] Almost Decentralized Lyapunov-based Nonlinear Model Predictive Control
    Hermans, R. M.
    Lazar, M.
    Jokic, A.
    2010 AMERICAN CONTROL CONFERENCE, 2010, : 3932 - 3938
  • [42] Decentralized model based predictive control of large scale systems
    Tzafestas, Spyros
    Kyriannakis, Efthimios
    Kapsiotis, George
    Systems Analysis Modelling Simulation, 1997, 29 (01): : 1 - 25
  • [43] Nonlinear Decentralized Model Predictive Control for Unmanned Vehicles Moving in Formation
    Freddi, Alessandro
    Longhi, Sauro
    Monteriu, Andrea
    INFORMATION TECHNOLOGY AND CONTROL, 2015, 44 (01): : 89 - 97
  • [44] Adaptive Model Predictive Control for Deployable Control Systems with Constraints
    Goorts, K.
    Narasimhan, S.
    JOURNAL OF STRUCTURAL ENGINEERING, 2019, 145 (10)
  • [45] Decentralized model predictive control of dynamically coupled linear systems
    Alessio, Alessandro
    Barcelli, Davide
    Bemporad, Alberto
    JOURNAL OF PROCESS CONTROL, 2011, 21 (05) : 705 - 714
  • [46] Unconstrained model predictive control and suboptimality estimates for nonlinear continuous-time systems
    Reble, Marcus
    Allgoewer, Frank
    AUTOMATICA, 2012, 48 (08) : 1812 - 1817
  • [47] Sampled-data nonlinear model predictive control for constrained continuous time systems
    Findeisen, Rolf
    Raff, Tobias
    Allgoewer, Frank
    ADVANCED STRATEGIES IN CONTROL SYSTEMS WITH INPUT AND OUTPUT CONSTRAINTS, 2007, 346 : 207 - 235
  • [48] Continuous-Time Nonlinear Model Predictive Tracking Control with Input Constraints Using Feedback Linearization
    Kuo, Yong-Lin
    Pongpanyaporn, Peeraya
    APPLIED SCIENCES-BASEL, 2022, 12 (10):
  • [49] Trajectory Optimization for Nonlinear Multi-Agent Systems using Decentralized Learning Model Predictive Control
    Zhu, Edward L.
    Sturz, Yvonne R.
    Rosolia, Ugo
    Borrelli, Francesco
    2020 59TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2020, : 6198 - 6203
  • [50] Model predictive control with internal model for nonlinear systems
    Magni, L
    Scattolini, R
    NONLINEAR CONTROL SYSTEMS 2001, VOLS 1-3, 2002, : 621 - 626