Robust Economic Model Predictive Control without Terminal Conditions

被引:5
|
作者
Schwenkel, Lukas [1 ]
Koehler, Johannes [1 ]
Mueller, Matthias A. [2 ]
Allgoewer, Frank [1 ]
机构
[1] Univ Stuttgart, Inst Syst Theory & Automat Control, Stuttgart, Germany
[2] Leibniz Univ Hannover, Inst Automat Control, Hannover, Germany
来源
IFAC PAPERSONLINE | 2020年 / 53卷 / 02期
关键词
Model predictive control; Economic MPC; Robust MPC; Turnpike property;
D O I
10.1016/j.ifacol.2020.12.465
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, a tube-based economic Model Predictive Control (MPC) scheme for systems subject to bounded disturbances is investigated that uses neither terminal costs nor terminal constraints. We provide robust guarantees on the closed-loop performance under suitable dissipativity and controllability conditions. Furthermore, we prove practical convergence to an optimal robust control invariant set, as well as its practical stability under slightly stronger assumptions. Hence, this work extends the results from nominal economic MPC without terminal conditions to systems with bounded disturbances by using similar turnpike arguments and a properly modified stage cost. The results are discussed in a numerical example. Copyright (C) 2020 The Authors.
引用
收藏
页码:7097 / 7104
页数:8
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