• DocumentCode
    154359
  • Title

    Multiple use of the fractional-order differential calculus in the model predictive control

  • Author

    Domek, Stefan

  • Author_Institution
    Fac. of Electr. Eng., West Pomeranian Univ. of Technol., Szczecin, Poland
  • fYear
    2014
  • fDate
    2-5 Sept. 2014
  • Firstpage
    359
  • Lastpage
    362
  • Abstract
    In the paper a multiple use of the fractional-order differential calculus theory in the model predictive control is proposed. First, the principle of the integer-order linear predictive control and theoretical foundations of the fractional-order differential calculus are reminded. Using the presented theoretical foundations attention is focused further on the possibility of developing the fractional-order model predictive control with an internal process model and a fractional-order cost function. The introduction of the fractional-order differential calculus at the stage of synthesizing the control algorithm offers an additional degree of freedom in tuning a control loop. The discussion is illustrated with results of some laboratory experiments.
  • Keywords
    control system synthesis; differentiation; predictive control; control algorithm synthesis; control loop tuning; fractional-order cost function; fractional-order differential calculus; integer-order linear predictive control; internal process model; model predictive control; Calculus; Computational modeling; Cost function; Prediction algorithms; Predictive control; Predictive models; Vectors; fractional-order differential calculus; model predictive control; non-integer order systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
  • Conference_Location
    Miedzyzdroje
  • Print_ISBN
    978-1-4799-5082-9
  • Type

    conf

  • DOI
    10.1109/MMAR.2014.6957379
  • Filename
    6957379