Single-layer economic model predictive control for periodic operation

被引:65
|
作者
Limon, D. [1 ]
Pereira, M. [1 ]
Munoz de la Pena, D. [1 ]
Alamo, T. [1 ]
Grosso, J. M. [2 ]
机构
[1] Univ Seville, Escuela Super Ingn, Dept Ingn Sistemas & Automat, Seville, Spain
[2] Inst Robot & Informat Ind CSIC UPC, Adv Control Syst Res Grp SAC, Barcelona, Spain
关键词
Model predictive control; Economic MPC; Dynamic real time optimization; Periodic operation; Stability; Changing criteria; TO-STATE STABILITY;
D O I
10.1016/j.jprocont.2014.03.013
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we consider periodic optimal operation of constrained periodic linear systems. We propose an economic model predictive controller based on a single layer that unites dynamic real time optimization and control. The proposed controller guarantees closed-loop convergence to the optimal periodic trajectory that minimizes the average operation cost for a given economic criterion. A priori calculation of the optimal trajectory is not required and if the economic cost function is changed, recursive feasibility and convergence to the new periodic optimal trajectory is guaranteed. The results are demonstrated with two simulation examples, a four tank system, and a simplified model of a section of Barcelona's water distribution network. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1207 / 1224
页数:18
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