Real-time physiological environment emulation for the Istanbul heart ventricular assist device via acausal cardiovascular modeling

IF 2.2 3区 医学 Q3 ENGINEERING, BIOMEDICAL
Hammad Ur Rahman, Khunsha Mehmood, Farouk Abdulhamid, Ismail Lazoglu, Vedat Bakuy, Deniz Süha Küçükaksu
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引用次数: 0

Abstract

Background and Objectives

The cost and complexity associated with animal testing are significantly reduced by using mock circulatory loops prior. Novel mock circulatory loops allow us to test biomedical devices preclinically due to their flexibility, scalability, and cost-effectiveness. The presented work describes the development of a hardware-in-the-loop platform to emulate human physiology for the Istanbul Heart (iHeart-II) LVAD.

Methods

A closed-loop system is developed whereby the effect of the LVAD on the heart and vice versa can be studied. An acausal model of the cardiovascular system is calibrated to emulate advanced-stage heart failure. A new prototype of the iHeart-II LVAD is connected between two air-actuated chambers emulating the left ventricle and aortic chambers with PID controllers tracking numerically modeled pressures from the in silico model. A lead–lag compensator is used to maintain fluid level. Controllers are tuned using nonlinear Hammerstein-Weiner models identified using open-loop data. The iHeart-II LVAD is operated at various speeds in its operational range, and the resulting hemodynamics are visualized in real time.

Results

Hemodynamic variables, such as LVAD flow rate, aortic, left ventricular, and pulse pressure, demonstrate trends similar to clinical observations. The iHeart-II LVAD achieves hemodynamic normalization at ~3500 rpm for the emulated condition.

Conclusions

A novel evaluation methodology is adopted to study the performance of the iHeart LVAD under advanced-stage heart failure emulation. The models and controllers used in the platform are readily replicable to facilitate VAD research, pedagogy, design, and development.

通过无因果心血管建模为伊斯坦布尔心室辅助装置模拟实时生理环境。
背景和目的:使用模拟循环回路可大大降低动物试验的成本和复杂性。新型模拟循环因其灵活性、可扩展性和成本效益,使我们能够对生物医学设备进行临床前测试。本文介绍了为伊斯坦布尔心脏(iHeart-II)低速肾脏成形术(LVAD)开发模拟人体生理的硬件在环平台:方法:开发了一个闭环系统,通过该系统可以研究 LVAD 对心脏的影响,反之亦然。对心血管系统的无因果模型进行了校准,以模拟晚期心力衰竭。iHeart-II LVAD 的新原型连接在两个模拟左心室和主动脉腔的气动腔体之间,气动腔体的 PID 控制器跟踪来自硅学模型的数值建模压力。铅滞补偿器用于维持液面。控制器通过使用开环数据确定的非线性 Hammerstein-Weiner 模型进行调整。iHeart-II LVAD 在其工作范围内以各种速度运行,由此产生的血液动力学结果实时可视化:结果:血液动力学变量,如 LVAD 流速、主动脉压、左心室压和脉压,显示出与临床观察相似的趋势。在模拟条件下,iHeart-II LVAD 在大约 3500 转/分钟时实现血液动力学正常化:结论:采用了一种新颖的评估方法来研究 iHeart LVAD 在晚期心力衰竭模拟情况下的性能。该平台使用的模型和控制器可随时复制,以促进 VAD 的研究、教学、设计和开发。
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来源期刊
Artificial organs
Artificial organs 工程技术-工程:生物医学
CiteScore
4.30
自引率
12.50%
发文量
303
审稿时长
4-8 weeks
期刊介绍: Artificial Organs is the official peer reviewed journal of The International Federation for Artificial Organs (Members of the Federation are: The American Society for Artificial Internal Organs, The European Society for Artificial Organs, and The Japanese Society for Artificial Organs), The International Faculty for Artificial Organs, the International Society for Rotary Blood Pumps, The International Society for Pediatric Mechanical Cardiopulmonary Support, and the Vienna International Workshop on Functional Electrical Stimulation. Artificial Organs publishes original research articles dealing with developments in artificial organs applications and treatment modalities and their clinical applications worldwide. Membership in the Societies listed above is not a prerequisite for publication. Articles are published without charge to the author except for color figures and excess page charges as noted.
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