On the Stability of Receding Horizon Control of Bilinear Parabolic PDE Systems

被引:2
|
作者
Ou, Yongsheng [1 ]
Schuster, Eugenio [1 ]
机构
[1] Lehigh Univ, Dept Mech Engn & Mech, Bethlehem, PA 18015 USA
关键词
PREDICTIVE CONTROL;
D O I
10.1109/CDC.2010.5717938
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a framework to solve an optimal control problem for a bilinear parabolic partial differential equation (PDE). We formulate the problem as an abstract bilinear-quadratic regulator (BQR) problem. A receding horizon control (RHC) algorithm to solve the problem based on the infinite-dimensional system is proposed and stability of the algorithm for the solution of the BQR problem is studied. A successive approximation approach is used to numerically solve the quadratic optimal control problem subject to the bilinear PDE model associated with the RHC scheme. Finally, the proposed approach is applied to the current profile control problem in tokamak plasmas and its effectiveness is demonstrated in simulations.
引用
收藏
页码:851 / 857
页数:7
相关论文
共 50 条
  • [1] RECEDING HORIZON CONTROL FOR CONSTRAINED JUMP BILINEAR SYSTEMS
    Wen, Jiwei
    Peng, Li
    Nguang, Sing Kiong
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2012, 8 (12): : 8501 - 8514
  • [2] Stability of receding horizon control of nonlinear systems
    Costa, EF
    do Val, JBR
    [J]. 42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, 2003, : 2077 - 2081
  • [3] Iterative Design of Suboptimal Feedback Control for Bilinear Parabolic PDE Systems
    Xu, Chao
    Schuster, Eugenio
    [J]. 2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, : 848 - 853
  • [4] On the stability of receding horizon control based on horizon size for linear discrete systems
    Myung-Hwan Oh
    Jun-Ho Oh
    [J]. Journal of Mechanical Science and Technology, 2011, 25 : 233 - 238
  • [5] On the stability of receding horizon control based on horizon size for linear discrete systems
    Oh, Myung-Hwan
    Oh, Jun-Ho
    [J]. JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2011, 25 (01) : 233 - 238
  • [6] Exponential stability and feasibility of receding horizon control for constrained systems
    Lee, JW
    Kwon, WH
    Cho, HS
    [J]. SYSTEM STRUCTURE AND CONTROL 1998 (SSC'98), VOLS 1 AND 2, 1998, : 317 - 322
  • [7] Quasi-Online Disturbance Rejection for Nonlinear Parabolic PDE using a Receding Time Horizon Control
    Azar, Therese
    Perez, Laetitia
    Prieur, Christophe
    Moulay, Emmanuel
    Autrique, Laurent
    [J]. 2021 EUROPEAN CONTROL CONFERENCE (ECC), 2021, : 2603 - 2610
  • [8] THE STABILITY OF CONSTRAINED RECEDING HORIZON CONTROL
    RAWLINGS, JB
    MUSKE, KR
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1993, 38 (10) : 1512 - 1516
  • [9] On the stability of receding horizon control based on horizon size
    Oh, MH
    Oh, JH
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2004, E87A (02): : 505 - 508
  • [10] On convergence of a receding horizon method for parabolic boundary control
    Tröltzsch, F
    Wachsmuth, D
    [J]. OPTIMIZATION METHODS & SOFTWARE, 2004, 19 (02): : 201 - 216