Noninvasive average flow estimation for an implantable rotary blood pump: A new algorithm incorporating the role of blood viscosity

被引:43
|
作者
Malagutti, Nicolo
Karantonis, Dean M.
Cloherty, Shaun L.
Ayre, Peter J.
Mason, David G.
Salamonsen, Robert F.
Lovell, Nigel H. [1 ]
机构
[1] Univ New S Wales, Grad Sch Biomed Engn, Sydney, NSW 2052, Australia
[2] Univ New S Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[3] NICTA, Eveleigh, NSW, Australia
[4] Ventracor Ltd, Sydney, NSW, Australia
[5] Alfred Hosp, Prahran, Vic 3181, Australia
[6] Politecn Milan, I-20133 Milan, Italy
关键词
implantable rotary blood pump; noninvasive flow estimation; control strategy; left ventricular assist device; hematocrit; rotary blood pump;
D O I
10.1111/j.1525-1594.2007.00339.x
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The effect of blood hematocrit (HCT) on a noninvasive flow estimation algorithm was examined in a centrifugal implantable rotary blood pump (iRBP) used for ventricular assistance. An average flow estimator, based on three parameters, input electrical power, pump speed, and HCT, was developed. Data were collected in a mock loop under steady flow conditions for a variety of pump operating points and for various HCT levels. Analysis was performed using three-dimensional polynomial surfaces to fit the collected data for each different HCT level. The polynomial coefficients of the surfaces were then analyzed as a function of HCT. Linear correlations between estimated and measured pump flow over a flow range from 1.0 to 7.5 L/min resulted in a slope of 1.024 L/min (R-2 = 0.9805). Early patient data tested against the estimator have shown promising consistency, suggesting that consideration of HCT can improve the accuracy of existing flow estimation algorithms.
引用
收藏
页码:45 / 52
页数:8
相关论文
共 50 条
  • [1] Noninvasive pulsatile flow estimation for an implantable rotary blood pump
    Karantonis, Dean M.
    Cloherty, Shaun L.
    Mason, David G.
    Ayre, Peter J.
    Lovell, Nigel H.
    [J]. 2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 1018 - +
  • [2] Noninvasive average flow and differential pressure estimation for an implantable rotary blood pump using dimensional analysis
    Lim, Einly
    Karantonis, Dean A.
    Reizes, John A.
    Cloherty, Shaun L.
    Mason, David G.
    Lovell, Nigel H.
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2008, 55 (08) : 2094 - 2101
  • [3] Noninvasive deadbeat control of an implantable rotary blood pump: A simulation study
    Lim, E.
    Alomari, A. H.
    Savkin, A. V.
    Lovell, N. H.
    [J]. 2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, : 2855 - 2858
  • [4] Noninvasive pump flow estimation of a centrifugal blood pump
    Wakisaka, Y
    Okuzono, Y
    Taenaka, Y
    Chikanari, K
    Masuzawa, T
    Nakatani, T
    Tatsumi, E
    Nishimura, T
    Takewa, Y
    Ohno, T
    Takano, H
    [J]. ARTIFICIAL ORGANS, 1997, 21 (07) : 651 - 654
  • [5] NONINVASIVE DETECTION OF SUCTION IN AN IMPLANTABLE ROTARY BLOOD PUMP USING NEURAL NETWORKS
    Karantonis, Dean
    Cloherty, Shaun
    Lovell, Nigel
    Mason, David
    Salamonsen, Robert
    Ayre, Peter
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, 2008, 7 (03) : 237 - 247
  • [6] Establishment of flow estimation for an implantable centrifugal blood pump
    Wakisaka, Y
    Okuzono, Y
    Taenaka, Y
    Chikanari, K
    Masuzawa, T
    Takano, H
    [J]. ASAIO JOURNAL, 1997, 43 (05) : M659 - M662
  • [7] State transitions in an implantable rotary blood pump
    Lovell, NH
    Ayre, PJ
    [J]. PROCEEDINGS OF THE SECOND IASTED INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, 2004, : 69 - 72
  • [8] Rotary blood pump: Paracorporeal, implantable, percutaneous?
    Nishida, H
    Koyanagi, K
    [J]. ARTIFICIAL ORGANS, 1997, 21 (07) : 589 - 591
  • [9] Sensorless flow and head estimation in the VentrAssist rotary blood pump
    Ayre, PJ
    Vidakovic, SS
    Tansley, GD
    Watterson, PA
    Lovell, NH
    [J]. ARTIFICIAL ORGANS, 2000, 24 (08) : 585 - 588
  • [10] A Method for Control of an Implantable Rotary Blood Pump for Heart Failure Patients Using Noninvasive Measurements
    Lim, Einly
    Alomari, Abdul-Hakeem H.
    Savkin, Andrey V.
    Dokos, Socrates
    Fraser, John F.
    Timms, Daniel L.
    Mason, David G.
    Lovell, Nigel H.
    [J]. ARTIFICIAL ORGANS, 2011, 35 (08) : E174 - E180