• DocumentCode
    717288
  • Title

    Predictive control of processes with fast dynamics

  • Author

    Barot, Tomas ; Kubalcik, Marek

  • Author_Institution
    Dept. of Process Control, Tomas Bata Univ. in Zlin, Zlin, Czech Republic
  • fYear
    2015
  • fDate
    27-30 May 2015
  • Firstpage
    33
  • Lastpage
    36
  • Abstract
    The predictive control is a modern approach, which can be used for many kinds of processes in the engineering practice. Also processes with fast dynamics can be controlled by the principle of the predictive control. However, there is a problem to realize a control algorithm in a short sampling period in case of the higher horizons and many constraints. Then the optimization task is not feasible using the traditional approach. In this paper, the modification of the controller and optimizer is presented. The proposed approach is based on using of the information from the control and optimization, which is not generally used. The aim is to reduce the computational complexity for this specific case of predictive control. The modified approach is discussed and verified by simulation.
  • Keywords
    computational complexity; optimisation; predictive control; process control; computational complexity; engineering practice; optimization task; predictive process control; Computational modeling; MATLAB; Mathematical model; Computational complexity; Constraints; Horizons; Optimization; Predictive control; Processes with fast dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Carpathian Control Conference (ICCC), 2015 16th International
  • Conference_Location
    Szilvasvarad
  • Print_ISBN
    978-1-4799-7369-9
  • Type

    conf

  • DOI
    10.1109/CarpathianCC.2015.7145040
  • Filename
    7145040