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A sensorless physiological control algorithm for left ventricular assist device for heart failure patients

机译:心力衰竭患者左心室辅助装置的无传感器生理控制算法

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摘要

In order to evaluate ventricular assist devices in heart failure (HF) patients, an optimised lumped parameter model of cardiovascular system (CVS) in conjunction with left ventricle assist devices (LVAD) was used to investigate different control strategies. This paper presents the design of an advanced physiological method for the control of average pump flow in LVADs. The purpose of the proposed control method is to automatically adjust the pump speed to meet for changes in physiological demand. We propose an innovative approach combining a feed-forward and a dynamic sliding mode control (SMC) to determine an appropriate pump flow. Sensor-less measurement of pulse width modulation (PWM) signal is used as inputs to the dynamical model for pump flow estimation previously developed and verified in our laboratory using dogs data. The performance of the proposed control method is tested by carefully examining the immediate response of the controllers to short term of circulatory changes ranging from rest to exercise in CVS — LVAD interactions. Simulation results demonstrate that the developed controller properly tracks the desired reference flow in presence of model uncertainties and external disturbances for LVADs.
机译:为了评估心力衰竭(HF)患者的心室辅助设备,使用了优化的心血管系统集总参数模型(CVS)和左心室辅助设备(LVAD)来研究不同的控制策略。本文提出了一种用于控制LVAD中平均泵流量的高级生理方法的设计。所提出的控制方法的目的是自动调节泵的速度以满足生理需求的变化。我们提出了一种将前馈和动态滑模控制(SMC)结合起来的创新方法,以确定合适的泵流量。脉宽调制(PWM)信号的无传感器测量用作动态模型的输入,该模型先前在我们的实验室中使用狗数据进行了开发和验证,用于泵流量估算。建议的控制方法的性能通过仔细检查控制器对CVS-LVAD交互作用中从休息到运动的短期循环变化的即时响应进行测试。仿真结果表明,在存在模型不确定性和LVAD的外部干扰的情况下,开发的控制器可以正确跟踪所需的参考流量。

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