Economic model predictive control for time-varying system: Performance and stability results

被引:16
|
作者
Gruene, Lars [1 ]
Pirkelmann, Simon [1 ]
机构
[1] Univ Bayreuth, Math Inst, Chair Appl Math, Bayreuth, Germany
来源
关键词
asymptotic stability; dissipativity; economic model predictive control; time-varying systems; turnpike property;
D O I
10.1002/oca.2492
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 economic model predictive control (MPC) without terminal conditions for time-varying optimal control problems. Under appropriate conditions, we prove that MPC yields initial pieces of approximately infinite horizon optimal trajectories and that the optimal infinite horizon trajectory is practically asymptotically stable. The results are illustrated by numerical examples motivated by energy-efficient heating and cooling of a building.
引用
收藏
页码:42 / 64
页数:23
相关论文
共 50 条
  • [1] Stability of model predictive control with time-varying weights
    Zheng, A
    COMPUTERS & CHEMICAL ENGINEERING, 1997, 21 (12) : 1389 - 1393
  • [2] On Average Performance of Economic Model Predictive Control with Time-Varying Cost and Terminal Constraints
    Angeli, David
    Casavola, Alessandro
    Tedesco, Francesco
    2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 2974 - 2979
  • [3] Theoretical advances on Economic Model Predictive Control with time-varying costs
    Angeli, David
    Casavola, Alessandro
    Tedesco, Francesco
    IFAC PAPERSONLINE, 2015, 48 (23): : 272 - 277
  • [4] Theoretical advances on Economic Model Predictive Control with time-varying costs
    Angeli, David
    Casavola, Alessandro
    Tedesco, Francesco
    ANNUAL REVIEWS IN CONTROL, 2016, 41 : 218 - 224
  • [5] Closed-loop performance analysis for economic model predictive control of time-varying systems
    Gruene, Lars
    Pirkelmann, Simon
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [6] On convergence and performance certification of a continuous-time economic model predictive control scheme with time-varying performance index
    Alessandretti, Andrea
    Aguiar, A. Pedro
    Jones, Colin N.
    AUTOMATICA, 2016, 68 : 305 - 313
  • [7] Design of Supervisory Model Predictive Control for Building HVAC System with Time-Varying Coefficient of Performance
    Anuntasethakul, Chanthawit
    Leungrungwason, Kantapong
    Banjerdpongchai, David
    2021 21ST INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2021), 2021, : 1055 - 1060
  • [8] Stability Conditions for Linear Time-Varying Model Predictive Control in Autonomous Driving
    Lima, Pedro F.
    Martensson, Jonas
    Wahlberg, Bo
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [9] On robust stability and performance with time-varying control
    Dahleh, M
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1995, 117 (04): : 635 - 637
  • [10] Real-time time-varying economic nonlinear model predictive control for wind turbines
    Soleymani, Mohammad
    Bigdeli, Nooshin
    Rahmani, Mehdi
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 159