Robust Model Predictive Control of Heat Exchanger Network

被引:6
|
作者
Bakosova, Monika [1 ]
Oravec, Juraj [1 ]
机构
[1] Slovak Univ Technol Bratislava, Inst Informat Engn Automat & Math, Fac Chem & Food Technol, Bratislava 81237, Slovakia
关键词
D O I
10.3303/CET1335040
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Heat exchanger optimal operation represents challenging task from the control viewpoint because of the system nonlinearities, varying process parameters, internal and external disturbances and measurement noise. Various robust control strategies were developed for overcoming all these problems. The robust model predictive control (RMPC) represents one of these approaches. It enables to design effective control algorithms for optimization of the control performance as well as to take process uncertainty into account. The possibility to use the RMPC for control of heat exchangers is presented in this paper and three serially connected counter-current heat exchangers represent the controlled process. The efficiency of the presented RMPC algorithm was verified by simulations. Simulations of control were done in the MATLAB-Simulink environment. The results confirmed that using the RMPC led to smaller consumption of the cooling medium in comparison with classical control approaches.
引用
收藏
页码:241 / 246
页数:6
相关论文
共 50 条
  • [1] Robust model predictive control for heat exchanger network
    Bakosova, Monika
    Oravec, Juraj
    APPLIED THERMAL ENGINEERING, 2014, 73 (01) : 924 - 930
  • [2] Robust model predictive control of heat exchanger network in the presence of fouling
    Oravec J.
    Trafczynski M.
    Bakošová M.
    Markowski M.
    Mészáros A.
    Urbaniec K.
    Oravec, Juraj (juraj.oravec@stuba.sk), 1600, Italian Association of Chemical Engineering - AIDIC (61): : 337 - 342
  • [3] Robust model predictive control of a plate heat exchanger
    Oravec J.
    Bakošová M.
    Vasičkaninová A.
    Mészáros A.
    2018, Italian Association of Chemical Engineering - AIDIC (70): : 25 - 30
  • [4] Predictive Control of the Heat Exchanger Using Local Model Network
    Novak, Jakub
    Bobal, Vladimir
    MED: 2009 17TH MEDITERRANEAN CONFERENCE ON CONTROL & AUTOMATION, VOLS 1-3, 2009, : 657 - 662
  • [5] Experimental investigation of alternative robust model predictive control of a heat exchanger
    Oravec, Juraj
    Bakosova, Monika
    Meszaros, Alajos
    Mikova, Nikola
    APPLIED THERMAL ENGINEERING, 2016, 105 : 774 - 782
  • [6] Neural network predictive control of a heat exchanger
    Vasickaninova, Anna
    Bakosova, Monika
    Meszaros, Alojz
    Klemes, Jiri
    PRES 2010: 13TH INTERNATIONAL CONFERENCE ON PROCESS INTEGRATION, MODELLING AND OPTIMISATION FOR ENERGY SAVING AND POLLUTION REDUCTION, 2010, 21 : 73 - 78
  • [7] Neural network predictive control of a heat exchanger
    Vasickaninova, Anna
    Bakosova, Monika
    Meszaros, Alojz
    Klemes, Jiri Jaromir
    APPLIED THERMAL ENGINEERING, 2011, 31 (13) : 2094 - 2100
  • [8] Fuzzy Model-based Neural Network Predictive Control of a Heat Exchanger
    Vasickaninova, Anna
    Bakosova, Monika
    PRES15: PROCESS INTEGRATION, MODELLING AND OPTIMISATION FOR ENERGY SAVING AND POLLUTION REDUCTION, 2015, 45 : 313 - 318
  • [9] Soft-constrained robust model predictive control of a plate heat exchanger: Experimental analysis
    Oravec, Juraj
    Bakosova, Monika
    Galcikova, Lenka
    Slavik, Michal
    Horvathova, Michaela
    Meszaros, Alajos
    ENERGY, 2019, 180 : 303 - 314
  • [10] Comparison of Robust Model-based Control Strategies Used for a Heat Exchanger Network
    Oravec, Juraj
    Bakosova, Monika
    Meszaros, Alajos
    PRES15: PROCESS INTEGRATION, MODELLING AND OPTIMISATION FOR ENERGY SAVING AND POLLUTION REDUCTION, 2015, 45 : 397 - 402