• DocumentCode
    3305310
  • Title

    Hemodynamic regulation using fuzzy logic

  • Author

    Sprunk, Nicole ; Mendoza G, A. ; Knoll, Aaron ; Schreiber, Ulrich ; Eichhorn, S. ; Horer, J. ; Bauernschmitt, Robert

  • Author_Institution
    Dept. of Inf., Tech. Univ. Munchen, Munich, Germany
  • Volume
    1
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    515
  • Lastpage
    519
  • Abstract
    After cardiac surgery patients often show a cardiovascular instability, which has to be managed by infusing different vasoactive drugs. This work proposes a closed-loop system to automatically react upon changes in the patients state and trigger infusion of indicated drugs. As input signals mean arterial pressure, cardiac output, central venous pressure and systemic vascular resistance were chosen. The vasoactive drugs used are isosorbide dinitrate, norepinephrine, dopamine and additionally hydroxyethyl starch. The controller itself is designed as a controller system with four internal fuzzy controllers, one for each medication dosage to be calculated. The proposed controller is tested with a simulation environment. The environment is able to simulate a canine cardiovascular system and reactions to different medications. The controller is evaluated for three different diseases, for congestive heart failure, hypotension and hypertension. The fuzzy controller system is able to react adequately in all these test cases in the simulation and regulates the hemodynamic signals back within a range of the desired target values.
  • Keywords
    cardiology; closed loop systems; control system synthesis; fuzzy control; haemodynamics; medical control systems; medical signal processing; stability; canine cardiovascular system; cardiac output; cardiac surgery; cardiovascular instability; central venous pressure; closed-loop system; congestive heart failure; controller system; dopamine; fuzzy logic; hemodynamic regulation; hemodynamic signal analysis; hydroxyethyl starch; hypertension; hypotension; input signals mean arterial pressure; internal fuzzy controllers; isosorbide dinitrate; medication dosage; norepinephrine; systemic vascular resistance; vasoactive drugs; Drugs; Heart; Hemodynamics; Hypertension; ISDN; Mathematical model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-180-9
  • Type

    conf

  • DOI
    10.1109/FSKD.2011.6019570
  • Filename
    6019570