• DocumentCode
    724172
  • Title

    Multi-objective optimization based fractional order model-free controller for boiler drum system

  • Author

    Dazi Li ; Ye Li

  • Author_Institution
    Inst. of Autom., Beijing Univ. of Chem. Technol., Beijing, China
  • fYear
    2015
  • fDate
    23-25 May 2015
  • Firstpage
    2352
  • Lastpage
    2356
  • Abstract
    Boiler drum system with time-varying characteristics is a complex industrial plant and has attracted more and more attention. Advanced control theory focusing time-varying characteristics and low complexity is necessary in the boiler system operation. However, several model-based methods are so limited by the model accuracy that they can´t be applied in the real devices very well. In order to solve this problem, the model-free control (MFC) is used to provide the ability of disturbance rejection and robustness. By combining MFC with fractional calculus, the control performance is improved. A new approach called fractional order model-free control (FOMFC) is developed in this paper for boiler drum system. A series of FOMFCs are explored to compare with the MFC and PID controller. Multi-objective optimization is used in the design of FOMFCs for a boiler drum level system. Comprehensive analysis and simulation results on a boiler system show the effectiveness of the FOMFC controller.
  • Keywords
    boilers; industrial plants; optimisation; time-varying systems; FOMFC; PID controller; advanced control theory; boiler drum level system; complex industrial plant; disturbance rejection; fractional calculus; multiobjective optimization based fractional order model-free controller; time-varying characteristics; Boilers; Mathematical model; Numerical models; Optimization; Process control; Trajectory; FOMFC; cross entropy; model-free control; multi-objective;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2015 27th Chinese
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4799-7016-2
  • Type

    conf

  • DOI
    10.1109/CCDC.2015.7162314
  • Filename
    7162314