Title :
A sensorless physiological control algorithm for left ventricular assist device for heart failure patients
Author :
Bakouri, M.A. ; Savkin, A.V. ; Alomari, A.-H.H.
Author_Institution :
Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia
Abstract :
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.
Keywords :
cardiovascular system; control system synthesis; feedforward; flow control; medical control systems; pulse width modulation; variable structure systems; CVS; LVAD; PWM signal; average pump flow control; cardiovascular system; dynamic SMC; dynamic sliding mode control; feedforward; heart failure patients; left ventricular assist device; optimised lumped parameter model; pulse width modulation signal; pump flow estimation; sensorless measurement; sensorless physiological control algorithm; Blood; Control systems; Heart; Hemodynamics; Mathematical model; Physiology; Pulse width modulation;
Conference_Titel :
Control Applications (CCA), 2014 IEEE Conference on
Conference_Location :
Juan Les Antibes
DOI :
10.1109/CCA.2014.6981468