• DocumentCode
    1408533
  • Title

    Parameter-Optimized Model of Cardiovascular–Rotary Blood Pump Interactions

  • Author

    Lim, Einly ; Dokos, Socrates ; Cloherty, Shaun L. ; Salamonsen, Robert F. ; Mason, David G. ; Reizes, John A. ; Lovell, Nigel H.

  • Author_Institution
    Grad. Sch. of Biomed. Eng., Univ. of New South Wales, Sydney, NSW, Australia
  • Volume
    57
  • Issue
    2
  • fYear
    2010
  • Firstpage
    254
  • Lastpage
    266
  • Abstract
    A lumped parameter model of human cardiovascular-implantable rotary blood pump (iRBP) interaction has been developed based on experimental data recorded in two healthy pigs with the iRBP in situ. The model includes descriptions of the left and right heart, direct ventricular interaction through the septum and pericardium, the systemic and pulmonary circulations, as well as the iRBP. A subset of parameters was optimized in a least squares sense to faithfully reproduce the experimental measurements (pressures, flows and pump variables). Our fitted model compares favorably with our experimental measurements at a range of pump operating points. Furthermore, we have also suggested the importance of various model features, such as the curvilinearity of the end systolic pressure-volume relationship, the Starling resistance, the suction resistance, the effect of respiration, as well as the influence of the pump inflow and outflow cannulae. Alterations of model parameters were done to investigate the circulatory response to rotary blood pump assistance under heart failure conditions. The present model provides a valuable tool for experiment designs, as well as a platform to aid in the development and evaluation of robust physiological pump control algorithms.
  • Keywords
    artificial organs; biomechanics; blood; cardiovascular system; optimisation; physiological models; Starling resistance; cardiovascular-rotary blood pump interactions; circulatory response; direct ventricular interaction; healthy pigs; heart; heart failure; human cardiovascular-implantable rotary blood pump interaction; least square optimisation; lumped parameter model; outflow cannulae; parameter-optimized model; pericardium; physiological pump control algorithms; pulmonary circulations; pump inflow; respiration; septum; suction resistance; systolic pressure-volume relationship; Animals; Australia; Biomedical engineering; Biomedical measurements; Blood; Cardiology; Electrical resistance measurement; Heart; Humans; Immune system; In vivo; Robust control; Heart failure; heart–pump interaction model; implantable rotary blood pump (iRBP); ventricular assist devices; Algorithms; Animals; Heart Failure; Heart Ventricles; Heart-Assist Devices; Humans; Least-Squares Analysis; Models, Cardiovascular; Reproducibility of Results; Swine;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2009.2031629
  • Filename
    5247098