Tube-based robust Economic Model Predictive Control on dissipative systems with generalized optimal regimes of operation

被引:0
|
作者
Dong, Zihang [1 ]
Angeli, David [1 ,2 ]
机构
[1] Imperial Coll London, Dept Elect & Elect Engn, London SW7 2AZ, England
[2] Univ Firenze, Dipartimento Ingn Informaz, Florence, Italy
关键词
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
This paper presents a tube-based robust economic MPC controller for discrete-time nonlinear systems that are perturbed by disturbance inputs. The proposed algorithm minimizes a modified economic objective function which considers the worst cost within a tube around the solution of the associated nominal system. Recursive feasibility and an a-priori upper bound to the closed-loop asymptotic average performance are ensured. Thanks to the use of dissipativity of the nominal system with a suitable supply rate, the closed-loop system under the proposed controller is shown to be asymptotically stable, in the sense that it is driven to an optimal robust invariant set. Finally, some illustrative examples, optimally operated at qualitatively different regimes, are addressed and the performances by using our new controller and those in the literature are compared.
引用
收藏
页码:4309 / 4314
页数:6
相关论文
共 50 条
  • [1] Tube-based robust economic model predictive control
    Bayer, Florian A.
    Mueller, Matthias A.
    Allgoewer, Frank
    [J]. JOURNAL OF PROCESS CONTROL, 2014, 24 (08) : 1237 - 1246
  • [2] Robust Tube-based Model Predictive Control for Hybrid Systems
    Ghasemi, Mohammad Sajjad
    Afzalian, Ali A.
    Ramezani, M. H.
    [J]. 2015 23RD IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2015, : 982 - 987
  • [3] Transient Performance of Tube-based Robust Economic Model Predictive Control
    Kloeppelt, Christian
    Schwenkel, Lukas
    Allgoewer, Frank
    Mueller, Matthias A.
    [J]. IFAC PAPERSONLINE, 2021, 54 (06): : 28 - 35
  • [4] Tube-based robust nonlinear model predictive control
    Mayne, D. Q.
    Kerrigan, E. C.
    van Wyk, E. J.
    Falugi, P.
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2011, 21 (11) : 1341 - 1353
  • [5] Homothetic tube-based robust offset-free economic Model Predictive Control
    Dong, Zihang
    Angeli, David
    [J]. AUTOMATICA, 2020, 119
  • [6] Robust tube-based model predictive control with Koopman operators
    Zhang, Xinglong
    Pan, Wei
    Scattolini, Riccardo
    Yu, Shuyou
    Xu, Xin
    [J]. AUTOMATICA, 2022, 137
  • [7] Tube-based robust model predictive control for fault tolerance☆
    Hill, Elyse
    Newton, Andrew
    Gadsden, S. Andrew
    Biglarbegian, Mohammad
    [J]. MECHATRONICS, 2023, 95
  • [8] Analysis of economic model predictive control with terminal penalty functions on generalized optimal regimes of operation
    Dong, Zihang
    Angeli, David
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2018, 28 (16) : 4790 - 4815
  • [9] Robust Tube-Based Model Predictive Control for Lateral Path Tracking
    Mata, Sara
    Zubizarreta, Asier
    Pinto, Charles
    [J]. IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2019, 4 (04): : 569 - 577
  • [10] Robust Tube-Based Model Predictive Control for Wave Energy Converters
    Zhang, Yujia
    Li, Guang
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2023, 14 (01) : 65 - 74