Economic receding horizon control without terminal constraints

被引:278
作者
Gruene, Lars [1 ]
机构
[1] Univ Bayreuth, Math Inst, D-95440 Bayreuth, Germany
关键词
Economic MPC; Turnpike property; Controllability; MODEL-PREDICTIVE CONTROL; STABILITY;
D O I
10.1016/j.automatica.2012.12.003
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 consider a receding horizon control scheme without terminal constraints in which the stage cost is defined by economic criteria, i.e., not necessarily linked to a stabilization or tracking problem. We analyze the performance of the resulting receding horizon controller with a particular focus on the case of optimal steady states for the corresponding averaged infinite horizon problem. Using a turnpike property and suitable controllability properties we prove near optimal performance of the controller and convergence of the closed loop solution to a neighborhood of the optimal steady state. Two examples illustrate our Findings numerically and show how to verify the imposed assumptions. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:725 / 734
页数:10
相关论文
共 14 条
[1]   Economic optimization using model predictive control with a terminal cost [J].
Amrit, Rishi ;
Rawlings, James B. ;
Angeli, David .
ANNUAL REVIEWS IN CONTROL, 2011, 35 (02) :178-186
[2]  
ANGELI D., 2010, P 8 IFAC S NONL CONT, P1217
[3]   Receding horizon cost optimization for overly constrained nonlinear plants [J].
Angeli, David ;
Amrit, Rishi ;
Rawlings, James B. .
PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, :7972-7977
[4]  
Bertsekas D., 1995, Dynamic Programming and Optimal Control, V2
[5]  
Bertsekas D. P., 1995, Dynamic programming and optimal control, V1
[6]  
Carlson D. A., 1991, Infinite Horizon Optimal Control-Deterministic and Stochastic Systems, V2nd
[7]   A Lyapunov Function for Economic Optimizing Model Predictive Control [J].
Diehl, Moritz ;
Amrit, Rishi ;
Rawlings, James B. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 56 (03) :703-707
[8]  
Grune L, 2011, COMMUN CONTROL ENG, P1
[9]  
GRUNE L, 2011, P 50 IEEE C DEC CONT, P2668
[10]   Constrained model predictive control: Stability and optimality [J].
Mayne, DQ ;
Rawlings, JB ;
Rao, CV ;
Scokaert, POM .
AUTOMATICA, 2000, 36 (06) :789-814