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Sensorless measurement of pulsatile flow rate using a disturbance force observer in a magnetically levitated centrifugal blood pump during ventricular assistance

机译:心室辅助期间使用磁悬浮离心血泵中的干扰力观测器对脉搏流速进行无传感器测量

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摘要

Implantable rotary pumps have been developed and used to assist the impaired heart ventricle because of lack of heart donors for transplant. Pulsatile flow rate measurement is important for controlling the flow rate of these rotary pumps. Conventional flow meters are not particularly compact; while the reliability and durability of small flow meters made using micro-electro-mechanical system technology is still uncertain. Several groups have proposed estimating flow rate using the motor power of the centrifugal blood pump (CBP), but none have succeeded in accurately estimating pulsatile flow rate. We have developed an implantable CBP, employing a two degrees-of-freedom radial controlled magnetic bearing (MB) to support the impeller without contact, which decreases the damage to blood cells and increases the durability of the device. The radial thrust acting on the impeller depends on the rotational speed of the impeller and the contractility of the heart ventricle. In this study we present a method to measure pulsatile flow rate during ventricular assistance, using the radial thrust estimated by the radial disturbance force observer of the MB of the CBP. The variable parameters of the dynamic model of the maglev impeller were identified for different flow conditions, assuming the density and viscosity of the water to be constant. The design of the disturbance force observers was based on the linear models obtained for a given rotational speeds. Under non-pulsatile conditions, the relationship between the measured flow rate and the estimated radial thrust was experimentally obtained. Using this relationship, under pulsatile conditions, a high correlation (r > 0.94) between the measured and estimated flow rate was obtained, with a maximum estimation error of 0.3 L/min (15%) for average pulsatile flow rate and 0.5 L/min (7%) for the amplitude of pulsatile flow rate. Also, by observing the amplitude of the pulsatile flow rate, the backflow could be ascertained.
机译:由于缺乏用于移植的心脏供体,已经开发出了可植入的旋转泵,并用于辅助受损的心室。脉搏流量测量对于控制这些旋转泵的流量很重要。常规流量计不是特别紧凑;而采用微机电系统技术制造的小型流量计的可靠性和耐用性仍不确定。几个小组提出了使用离心血泵(CBP)的电动机功率来估计流量的方法,但是没有一个能成功地准确估计脉动流量的方法。我们已经开发出一种可植入的CBP,它采用了两个自由度的径向受控磁轴承(MB)来无接触地支撑叶轮,从而减少了对血细胞的损害并提高了设备​​的耐用性。作用在叶轮上的径向推力取决于叶轮的旋转速度和心室的收缩性。在这项研究中,我们提出一种方法,使用心电图仪MB的径向干扰力观测器估算的径向推力来测量心室辅助期间的搏动流速。假设水的密度和粘度恒定,则针对不同的流量条件确定了磁悬浮叶轮动态模型的可变参数。干扰力观测器的设计基于给定转速下获得的线性模型。在非脉动条件下,通过实验获得了测得的流量与估算的径向推力之间的关系。利用这种关系,在脉动条件下,获得的测量流量与估计流量之间具有高度相关性(r> 0.94),最大脉动流量的平均估计误差为0.3 L / min(15%),而最大估计误差为0.5 L / min (7%)为脉动流速的幅度。同样,通过观察脉动流速的幅度,可以确定回流。

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