Modeling and control of an implantable rotary blood pump for heart failure patients

被引:0
|
作者
AlOmari, Abdul-Hakeem H. [1 ]
Savkin, Andrey V. [1 ]
Ayre, Peter J. [2 ]
Lim, Einly [2 ]
Lovell, Nigel H. [2 ]
机构
[1] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[2] Univ New South Wales, Grad Sch Biomed Engn, Sydney, NSW 2052, Australia
基金
澳大利亚研究理事会;
关键词
VENTRICULAR ASSIST DEVICE; PHYSIOLOGICAL CONTROL; FLOW ESTIMATION; PULSATILE; PRESSURE; SYSTEM; INDEX;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a dynamical model for mean inlet pressure estimation in an implantable rotary blood pump (IRBP). Noninvasive measurements of pump impeller rotational speed, motor power, and pulse width modulation signal (PWM) to the motor controller were used as inputs to the model. Linear regression between estimated and measured inlet pressure resulted in a highly significant correlation (R-2 = 0.9503) and small mean absolute error (e = 2.31 mmHg). The proposed model was also used to design a controller to regulate pump inlet pressure using noninvasively measured pump rotational speed and motor power. The control algorithm was tested using both constant and square wave reference inputs. In the presence of models uncertainties, the controller was able to track and settle to the desired input within a finite number of sampling periods with minimal error.
引用
收藏
页码:3574 / 3579
页数:6
相关论文
共 50 条
  • [1] 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
  • [2] Physiological Control of Implantable Rotary Blood Pumps for Heart Failure Patients
    Bakouri, Mohsen A.
    Salamonsen, Robert F.
    Savkin, Andrey V.
    Alomari, Abdul-Hakeem H.
    Lim, Einly
    Lovell, Nigel H.
    [J]. 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 675 - 678
  • [3] Sensorless estimation of inlet pressure in implantable rotary blood pump for heart failure patients
    Alomari, A. H.
    Savkin, A. V.
    Ayre, P. J.
    Lim, E.
    Lovell, N. H.
    [J]. ELECTRONICS LETTERS, 2010, 46 (07) : 481 - 482
  • [4] Non-invasive estimation and control of inlet pressure in an implantable rotary blood pump for heart failure patients
    AlOmari, A. H.
    Savkin, A. V.
    Ayre, P. J.
    Lim, E.
    Mason, D. G.
    Salamonsen, R. F.
    Fraser, J. F.
    Lovell, N. H.
    [J]. PHYSIOLOGICAL MEASUREMENT, 2011, 32 (08) : 1035 - 1060
  • [5] Feasible Approach to Control the Operation of Implantable Rotary Blood Pumps for Heart Failure Patients
    Bakouri, Mohsen A.
    Savkin, Andrey V.
    Alomari, Abdul-Hakeem H.
    Salamonsen, Robert F.
    Lim, Einly
    Lovell, Nigel H.
    [J]. 2013 9TH ASIAN CONTROL CONFERENCE (ASCC), 2013,
  • [6] Modeling Study of the Failing Heart and its Interaction with an Implantable Rotary Blood Pump
    Ramachandran, Deepa P.
    Luo, Chuan
    Ma, Tony S.
    Clark, John W., Jr.
    [J]. 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2011, : 2403 - 2409
  • [7] Non-invasive estimation of pulsatile flow and differential pressure in an implantable rotary blood pump for heart failure patients
    AlOmari, A. H.
    Savkin, A. V.
    Karantonis, D. M.
    Lim, E.
    Lovell, N. H.
    [J]. PHYSIOLOGICAL MEASUREMENT, 2009, 30 (04) : 371 - 386
  • [8] Heart Failure and Rotary Blood Pump Summit 2004
    Golding, LAR
    [J]. ARTIFICIAL ORGANS, 2005, 29 (07) : 517 - 517
  • [9] 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
  • [10] 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