Key result
A sliding mode controller for rotary blood pumps induced required flow changes within 5 heart beats during simulated blood loss and 8 heart beats during exercise without significant transients.
A novel sliding mode-based Starling-like controller demonstrated rapid and stable regulation of rotary blood pump flow in a computational model of left ventricular failure during simulated physiological perturbations.
Requires in vivo validation before clinical use; leaves open translation of sliding mode controllers from computational LV failure models.
Clinically adequate implementation of physiological control of a rotary left ventricular assist device requires a sophisticated technique such as the recently proposed method based on the Frank-Starling mechanism. In this mechanism, the stroke volume of the heart increases in response to an increase in the volume of blood filling the left ventricle at the end of diastole. To emulate this process, changes in pump speed need to automatically regulate pump flow to ensure that the combined output of the left ventricle and pump match the output of the right ventricle across changing cardiovascular states. In this approach, we exploit the linear relationship between estimated mean pump flow (Q ̅ est) and pump flow pulsatility (PIQp) in a tracking control algorithm based on sliding mode control. The immediate response of the controller was assessed using a lumped parameter model of the cardiovascular system (CVS) and pump from which could be extracted both Q ̅ est and PIQp. Two different perturbations from the resting state in the presence of left ventricular failure were tested. The first was blood loss requiring a reduction in pump flow to match the reduced output from the right ventricle and to avoid the complication of ventricular suction. The second was exercise, requiring an increase in pump flow. The sliding mode controller induced the required changes in Qp within approximately five heart beats in the blood loss simulation and eight heart beats in the exercise simulation without clinically significant transients or steady-state errors.
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Bakouri et al. (2013) studied Left ventricular failure. Sliding mode-based Starling-like controller for rotary left ventricular assist device was evaluated on Response time to perturbations (blood loss and exercise). A sliding mode controller for rotary blood pumps induced required flow changes within 5 heart beats during simulated blood loss and 8 heart beats during exercise without significant transients.
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