• DocumentCode
    253454
  • Title

    Application of fuzzy logic in hemodialysis equipment

  • Author

    Klespitz, Jozsef ; Takacs, Marta ; Kovacs, Levente

  • Author_Institution
    Obuda Univ., Budapest, Hungary
  • fYear
    2014
  • fDate
    3-5 July 2014
  • Firstpage
    169
  • Lastpage
    173
  • Abstract
    In hemodialysis machines peristaltic pumps are responsible for the transfer of fluids. These pumps can only deliver the solutions with significant error, due to the deviation of the pump head and due to production errors. Previous work focused on system identification and fluid flow control by a PID controller. In this paper the goal is to replace the PID controller with an adaptive fuzzy controller. Furthermore, the use of integral component for error signal rejection is examined as input to the fuzzy logic system. The mentioned controllers are compared through appropriate aspects and the paper ends with discussion of the behavior of the adaptive fuzzy controller on the real system.
  • Keywords
    adaptive control; fuzzy control; haemodynamics; pumps; adaptive fuzzy controller; error signal rejection; fluid transfer; fuzzy logic system; hemodialysis equipment; hemodialysis machines peristaltic pumps; production error; pump head; Accuracy; Control systems; Electron tubes; Fluids; Fuzzy logic; Measurement uncertainty; Pumps;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Engineering Systems (INES), 2014 18th International Conference on
  • Conference_Location
    Tihany
  • Type

    conf

  • DOI
    10.1109/INES.2014.6909363
  • Filename
    6909363