In Silico Evaluation of a Physiological Controller for a Rotary Blood Pump Based on a Sensorless Estimator

被引:1
|
作者
Bakouri, Mohsen [1 ,2 ]
Alassaf, Ahmad [1 ]
Alshareef, Khaled [1 ]
AlMohimeed, Ibrahim [1 ]
Alqahtani, Abdulrahman [1 ,3 ]
Aboamer, Mohamed Abdelkader [1 ]
Alonazi, Khalid A. [4 ]
Alharbi, Yousef [3 ]
机构
[1] Majmaah Univ, Coll Appl Med Sci, Dept Med Equipment Technol, Al Majmaah 11952, Saudi Arabia
[2] Fezzan Univ, Coll Arts, Dept Phys, Traghen City 71340, Libya
[3] Prince Sattam Bin Abdulaziz Univ, Coll Appl Med Sci, Dept Biomed Technol, Al Kharj 11942, Saudi Arabia
[4] Minist Def, Hlth Serv, Riyadh 12426, Saudi Arabia
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 22期
关键词
heart failure; proportional-integral; fuzzy logic control; estimator model; rotary blood pump; HEART-FAILURE PATIENTS; VENTRICULAR ASSIST DEVICES; STARLING-LIKE CONTROLLER; ALGORITHM;
D O I
10.3390/app122211537
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In this study, we present a sensorless, robust, and physiological tracking control method to drive the operational speed of implantable rotary blood pumps (IRBPs) for patients with heart failure (HF). The method used sensorless measurements of the pump flow to track the desired reference flow (Q(r)). A dynamical estimator model was used to estimate the average pump flow ((Q) over cap (est)) based on pulse-width modulation (PWM) signals. A proportional-integral (PI) controller integrated with a fuzzy logic control (FLC) system was developed to automatically adapt the pump flow. The Q(r) was modeled as a constant and trigonometric function using an elastance function (E(t)) to achieve a variation in the metabolic demand. The proposed method was evaluated in silico using a lumped parameter model of the cardiovascular system (CVS) under rest and exercise scenarios. The findings demonstrated that the proposed control system efficiently updated the pump speed of the IRBP to avoid suction or overperfusion. In all scenarios, the numerical results for the left atrium pressure (P-la), aortic pressure (P-ao), and left ventricle pressure (P-lv) were clinically accepted. The (Q) over cap (est) accurately tracked the Q(r) within an error of 0.25 L/min.
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页数:15
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