• DocumentCode
    2307063
  • Title

    A comprehensive approach towards extra-corporal circulation control using fuzzy logic

  • Author

    Baumgartner, Benedikt ; Mendoza, Alejandro ; Schreiber, Ulrich ; Eichhorn, Stefan ; Krane, Markus ; Bauernschmitt, Robert ; Knoll, Alois

  • Author_Institution
    Dept. of Inf., Tech. Univ. Munchen, Garching, Germany
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Extra-corporal Circulation Support Systems (ECCS) are used in cardiac surgery on a daily basis. Surgeons and perfusionists supervise patients´ vital signals such as heart rate or blood pressure and ensure secure and errorless operation of the system. An automated ECCS can help to reduce the workload of human operators and can provide a patient with optimal perfusion. In our opinion a fuzzy controller is predestinated for autonomus heart-lung machine (HLM) control, since it allows a straightforward implementation of expert knowledge and is able to deal with inherently imprecise data. In this work we present a comprehensive approach towards intelligent HLM automation that uses fuzzy logic as a control methodology. This approach includes the development of a mechanical circulatory model, a purely virtual model, as well as animal experiments.
  • Keywords
    cardiology; fuzzy control; intelligent control; lung; autonomus heart-lung machine control; cardiac surgery; expert knowledge; extra-corporal circulation control; fuzzy controller; fuzzy logic; human operators; intelligent HLM automation; mechanical circulatory model; optimal perfusion; patient vital signals; perfusionists; surgeon; Animals; Blood; Cardiology; Fuzzy logic; Hemodynamics; Integrated circuit modeling; Mathematical model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-6919-2
  • Type

    conf

  • DOI
    10.1109/FUZZY.2010.5584307
  • Filename
    5584307