• DocumentCode
    670166
  • Title

    Identification and control of peristaltic pumps in hemodialysis machines

  • Author

    Klespitz, Jozsef ; Kovacs, Levente

  • Author_Institution
    Budapest Univ. of Technol. & Econ., Budapest, Hungary
  • fYear
    2013
  • fDate
    19-21 Nov. 2013
  • Firstpage
    83
  • Lastpage
    87
  • Abstract
    In hemodialysis machines peristaltic pumps are responsible for the transfer of fluids. The main characteristic of these pumps is that they can transport the solutions with significant error. That depends on the tube segment deviation caused through the production. Due to the fact that the medical fluid represents sometimes drugs and in the same time it is required to control the fluid balance of the patient, it is important to transfer these fluids as accurate as possible. The goal of the paper is to design a controller that satisfies the mentioned requirements. First, the system identification is realized by classical moving average method (ARX), followed by the design of two controllers: a classical PID one and a fuzzy controller. After comparing their simulation results, the most preferable one was implemented in practice. Real simulation results of the implemented controller end the paper.
  • Keywords
    biomedical equipment; fuzzy control; identification; moving average processes; pumps; ARX; PID; classical moving average method; fluid balance; fuzzy controller; hemodialysis machines; medical fluid; peristaltic pumps control; peristaltic pumps identification; system identification; tube segment deviation; Accuracy; Computational modeling; Electron tubes; Fluid flow; Fluids; Pumps; Steady-state;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Informatics (CINTI), 2013 IEEE 14th International Symposium on
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4799-0194-4
  • Type

    conf

  • DOI
    10.1109/CINTI.2013.6705169
  • Filename
    6705169