Computational Fluid Dynamics Turbulence Model and Experimental Study for a Fontan Cavopulmonary Assist Device.

IF 1.7 4区 医学 Q4 BIOPHYSICS Journal of Biomechanical Engineering-Transactions of the Asme Pub Date : 2023-11-01 DOI:10.1115/1.4063088
Shreyas Sarfare, Md Shujan Ali, Alan Palazzolo, Mark Rodefeld, Tim Conover, Richard Figliola, Guruprasad Giridharan, Richard Wampler, Edward Bennett, Artem Ivashchenko
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Abstract

Head-flow HQ curves for a Fontan cavopulmonary assist device (CPAD) were measured using a blood surrogate in a mock circulatory loop and simulated with various computational fluid dynamics (CFD) models. The tests benchmarked the CFD tools for further enhancement of the CPAD design. Recommended Reynolds-Averaged Navier-Stokes (RANS) CFD approaches for the development of conventional ventricular assist devices (VAD) were found to have shortcomings when applied to the Fontan CPAD, which is designed to neutralize off-condition obstruction risks that could contribute to a major adverse event. The no-obstruction condition is achieved with a von Karman pump, utilizing large clearances and small blade heights, which challenge conventional VAD RANS-based CFD hemodynamic simulations. High-fidelity large eddy simulation (LES) is always recommended; however, this may be cost-inhibitive for optimization studies in commercial settings, thus the reliance on RANS models. This study compares head and power predictions of various RANS turbulence models, employing experimental measurements and LES results as a basis for comparison. The models include standard k-ϵ, re-normalization group k-ϵ, realizable k-ϵ, shear stress transport (SST) k-ω, SST with transitional turbulence, and Generalized k-ω. For the pressure head predictions, it was observed that the standard k-ϵ model provided far better agreement with experiment. For the rotor torque, k-ϵ predictions were 30% lower than LES, while the SST and LES torque values were near identical. For the Fontan CPAD, the findings support using LES for the final design simulations, k-ϵ model for head and general flow simulation, and SST for power, shear stress, hemolysis, and thrombogenicity predictions.

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Fontan Cavopulonary辅助装置的计算流体动力学湍流模型和实验研究。
Fontan腔肺辅助装置(CPAD)的头部流量HQ曲线在模拟循环回路中使用血液替代物进行测量,并用各种计算流体动力学(CFD)模型进行模拟。测试以CFD工具为基准,以进一步增强CPAD设计。用于开发传统心室辅助装置(VAD)的推荐雷诺平均纳维-斯托克斯(RANS)CFD方法在应用于Fontan CPAD时发现存在缺陷,该方法旨在抵消可能导致重大不良事件的非条件阻塞风险。利用大间隙和小叶片高度的von Karman泵实现了无阻塞条件,这对传统的基于VAD RANS的CFD血液动力学模拟提出了挑战。始终建议使用高保真大涡模拟(LES);然而,这可能会抑制商业环境中的优化研究的成本,从而依赖RANS模型。本研究比较了各种RANS湍流模型的水头和功率预测,采用实验测量和LES结果作为比较的基础。模型包括标准k-ε、再归一化群k-ε、可实现k-ε、剪切应力输运(SST)k-ω、具有过渡湍流的SST和广义k-ω。对于压头预测,观察到标准的k-ε模型与实验的一致性要好得多。对于转子扭矩,k-ε预测比LES低30%,而SST和LES扭矩值几乎相同。对于Fontan CPAD,研究结果支持在最终设计模拟中使用LES,在头部和一般流量模拟中使用k-ε模型,在功率、剪切应力、溶血和血栓形成预测中使用SST。
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来源期刊
CiteScore
3.40
自引率
5.90%
发文量
169
审稿时长
4-8 weeks
期刊介绍: Artificial Organs and Prostheses; Bioinstrumentation and Measurements; Bioheat Transfer; Biomaterials; Biomechanics; Bioprocess Engineering; Cellular Mechanics; Design and Control of Biological Systems; Physiological Systems.
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