Performance Guarantees for Multiobjective Model Predictive Control

被引:0
作者
Gruene, Lars [1 ]
Stieler, Marleen [1 ]
机构
[1] Univ Bayreuth, Dept Math, D-95440 Bayreuth, Germany
来源
2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC) | 2017年
关键词
OPTIMIZATION; STABILITY; NMPC;
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
We consider model predictive control with terminal conditions for discrete-time multiobjective optimal control problems for classical and economic stage costs. In this paper it is demonstrated that choosing an appropriate solution to the multiobjective optimization problem in each step of the MPC algorithm yields a near Pareto-optimal infinite-horizon performance of the MPC feedback for each cost criterion.
引用
收藏
页数:6
相关论文
共 18 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]  
[Anonymous], 2005, MULTICRITERIA OPTIMI
[3]   Multiobjective model predictive control [J].
Bemporad, Alberto ;
Munoz de la Pena, David .
AUTOMATICA, 2009, 45 (12) :2823-2830
[4]  
DOLEZAL J, 1975, KYBERNETIKA, V11, P301
[5]   Distributed Model Predictive Control with Suboptimality and Stability Guarantees [J].
Giselsson, Pontus ;
Rantzer, Anders .
49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, :7272-7277
[6]  
Grune L, 2017, COMMUN CONTROL ENG, P1, DOI 10.1007/978-3-319-46024-6
[7]  
Hackl CM, 2013, 2013 IEEE INTERNATIONAL SYMPOSIUM ON SENSORLESS CONTROL FOR ELECTRICAL DRIVES AND PREDICTIVE CONTROL OF ELECTRICAL DRIVES AND POWER ELECTRONICS (SLED/PRECEDE), DOI 10.1109/SLED-PRECEDE.2013.6684475
[8]   On stability of multiobjective NMPC with objective prioritization [J].
He, Defeng ;
Wang, Lei ;
Sun, Jing .
AUTOMATICA, 2015, 57 :189-198
[9]   Multi-criteria optimization in nonlinear predictive control [J].
Laabidi, Kaouther ;
Bouani, Faouzi ;
Ksouri, Mekki .
MATHEMATICS AND COMPUTERS IN SIMULATION, 2008, 76 (5-6) :363-374
[10]   Distributed model predictive control based on a cooperative game [J].
Maestre, J. M. ;
de la Pena, D. Munoz ;
Camacho, E. F. .
OPTIMAL CONTROL APPLICATIONS & METHODS, 2011, 32 (02) :153-176