A Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devices

dc.contributor.authorMeki, Moustafa
dc.contributor.authorWang, Yu
dc.contributor.authorGhazal, Mohammed
dc.contributor.authorETAL..
dc.date.accessioned2021-12-22T11:46:03Z
dc.date.accessioned2023-08-20T11:28:52Z
dc.date.available2021-12-22T11:46:03Z
dc.date.available2023-08-20T11:28:52Z
dc.date.issued2020-04
dc.descriptionMeki, M., Wang, Y., Sethu, P., Ghazal, M., El-Baz, A., & Giridharan, G. (2019). A sensorless rotational speed-based control system for continuous flow left ventricular assist devices. IEEE Transactions on Biomedical Engineering, 67(4), 1050-1060.en_US
dc.description.abstractObjective: Continuous Flow Left Ventricular Assist Devices (CFLVAD) are circulatory support devices that are implanted in patients with end-stage heart failure. We developed a novel control algorithm for CFLVAD to maintain physiologic perfusion while avoiding ventricular suction using only the intrinsic pump measurement of pump speed and without utilizing model-based estimation. Methods: The controller objective is to maintain a differential pump speed setpoint. A mathematical model of the circulatory system coupled with a model of a CFLVAD was used to test the control algorithm in silico. Robustness and efficacy were evaluated by comparing the proposed control algorithm to constant speed control, differential pump pressure control, mean aortic pressure control, and ventricular end diastolic pressure control during (1) rest and exercise conditions, (2) a rapid eight-fold increase in pulmonary vascular resistance under rest and exercise, (3) transitions from rest to exercise, and exercise to rest, (4) safe mode during left ventricular asystole, and (5) RPM measurement noise of 1% to 10% for (1) to (4). Results andconclusion: The control algorithm provided adequate perfusion while preventing ventricular suction for all test conditions. Performance did not deteriorate significantly with pump speed measurement noise of up to 6%. The safe mode successfully detected asystole and maintained adequate perfusion to sustain life even when the differential pump speed was low. Significance: Maintaining a constant differential pump speed can simultaneously achieve physiologic perfusion and suction prevention without needing unreliable, direct measurements of flow or pressure, or complex parameter or model-based estimation techniques.en_US
dc.identifier.citationMeki, M., Wang, Y., Sethu, P., Ghazal, M., El-Baz, A., & Giridharan, G. (2019). A sensorless rotational speed-based control system for continuous flow left ventricular assist devices. IEEE Transactions on Biomedical Engineering, 67(4), 1050-1060.en_US
dc.identifier.doihttps://doi.org/10.1109/TBME.2019.2928826en
dc.identifier.urihttps://edms.wexl.in/handle/1/1898
dc.language.isoen_USen_US
dc.publisherIEEE Xploreen_US
dc.subjectMathematical modelen_US
dc.subjectcardiovascular systemen_US
dc.subjectdiseasesen_US
dc.subjecthaemodynamicsen_US
dc.subjecthaemorheologyen_US
dc.subjectmedical computingen_US
dc.subjectpressure controlen_US
dc.subjectprostheticsen_US
dc.subjectpumpsen_US
dc.titleA Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devicesen_US
dc.title.alternativeJournal articleen_US
dc.typeArticleen_US

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