Robust shape optimization of the FDA blood pump

IF 1.9 3区 工程技术 Q3 MECHANICS
Claudio Miccoli, Braydan Collins, Angela Scardigli, Federico Gallizio
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Abstract

In recent decades, significant effort has been put into designing ventricular assist devices to treat heart conditions, as heart transplantation can benefit only a small number of patients. These pumps are usually employed to assist the heart ventricle in pumping blood to the patient’s body. However, the device reliability, as well as the mechanical blood damage, still represent a serious challenge in clinical applications, limiting their potential benefits.

In this study we developed and validated a numerical setup for the high-fidelity simulation of a centrifugal blood pump and then we employed it in a multi-objective robust shape optimization framework. The effects of operating uncertainties on the hydrodynamic and hemocompatibility performance of the device are taken into account to obtain an optimal configuration whose characteristics are minimally affected by these small variations. Although the approach is demonstrated on a benchmark case, i.e. the blood pump designed by the U.S. Food and Drug Administration, it can easily translate to more complex VAD geometries, permitting to design more biocompatible and robust blood pumps and thereby minimizing the risk of postoperative complications for patients.

Abstract Image

FDA 血泵的稳健形状优化
近几十年来,由于心脏移植只能使少数患者受益,人们在设计心室辅助装置治疗心脏疾病方面投入了大量精力。这些泵通常用于辅助心室向患者体内泵血。在这项研究中,我们开发并验证了用于离心血泵高保真模拟的数值装置,然后将其应用于多目标鲁棒形状优化框架。我们考虑了操作不确定性对设备流体动力和血液相容性能的影响,以获得受这些微小变化影响最小的最佳配置。虽然该方法是在一个基准案例(即美国食品和药物管理局设计的血泵)上演示的,但它可以很容易地转化为更复杂的 VAD 几何结构,从而设计出生物兼容性更强、更坚固的血泵,从而最大限度地降低患者术后并发症的风险。
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来源期刊
Meccanica
Meccanica 物理-力学
CiteScore
4.70
自引率
3.70%
发文量
151
审稿时长
7 months
期刊介绍: Meccanica focuses on the methodological framework shared by mechanical scientists when addressing theoretical or applied problems. Original papers address various aspects of mechanical and mathematical modeling, of solution, as well as of analysis of system behavior. The journal explores fundamental and applications issues in established areas of mechanics research as well as in emerging fields; contemporary research on general mechanics, solid and structural mechanics, fluid mechanics, and mechanics of machines; interdisciplinary fields between mechanics and other mathematical and engineering sciences; interaction of mechanics with dynamical systems, advanced materials, control and computation; electromechanics; biomechanics. Articles include full length papers; topical overviews; brief notes; discussions and comments on published papers; book reviews; and an international calendar of conferences. Meccanica, the official journal of the Italian Association of Theoretical and Applied Mechanics, was established in 1966.
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