Artificial Organs Laboratory, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD 20201, USA.
Artif Organs. 2013 Apr;37(4):380-9. doi: 10.1111/j.1525-1594.2012.01576.x. Epub 2013 Feb 27.
With the recent advances in computer technology, computational fluid dynamics (CFDs) has become an important tool to design and improve blood-contacting artificial organs, and to study the device-induced blood damage. Commercial CFD software packages are readily available, and multiple CFD models are provided by CFD software developers. However, the best approach of using CFD effectively to characterize fluid flow and to predict blood damage in these medical devices remains debatable. This study aimed to compare these CFD models and provide useful information on the accuracy of each model in modeling blood flow in circulatory assist devices. The laminar and five turbulence models (Spalart-Allmaras, k-ε (k-epsilon), k-ω (k-omega), SST [Menter's Shear Stress Transport], and Reynolds Stress) were implemented to predict blood flow in a clinically used circulatory assist device, the CentriMag centrifugal blood pump. In parallel, a transparent replica of the CentriMag pump was constructed and selected views of the flow fields were measured with digital particle image velocimetry (DPIV). CFD results were compared with the DPIV experimental results. Compared with the experiment, all the selected CFD models predicted the flow pattern fairly well except the area of the outlet. However, quantitatively, the laminar model results were the most deviated from the experimental data. On the other hand, k-ε renormalization group theory models and Reynolds Stress model are the most accurate. In conclusion, for the circulatory assist devices, turbulence models provide more accurate results than the laminar model. Among the selected turbulence models, k-ε and Reynolds Stress Method models are recommended.
随着计算机技术的最新进展,计算流体动力学(CFD)已成为设计和改进与血液接触的人工器官以及研究器械诱导的血液损伤的重要工具。商业 CFD 软件包随时可用,并且 CFD 软件开发商提供了多种 CFD 模型。然而,有效地利用 CFD 来描述血流并预测这些医疗器械中的血液损伤的最佳方法仍存在争议。本研究旨在比较这些 CFD 模型,并提供有关每种模型在模拟循环辅助设备中血流方面的准确性的有用信息。层流和五种湍流模型(Spalart-Allmaras、k-ε(k-epsilon)、k-ω(k-omega)、SST[Menter 的剪切应力传输]和雷诺应力)被用于预测一种临床上使用的循环辅助装置,即 CentriMag 离心泵的血流。同时,构建了 CentriMag 泵的透明复制品,并使用数字粒子图像测速法(DPIV)测量了流场的选定视图。CFD 结果与 DPIV 实验结果进行了比较。与实验相比,除了出口区域外,所有选定的 CFD 模型都相当准确地预测了流动模式。然而,从定量的角度来看,层流模型的结果与实验数据的偏差最大。另一方面,k-ε 重整化群理论模型和雷诺应力模型最为准确。总之,对于循环辅助装置,湍流模型比层流模型提供更准确的结果。在所选择的湍流模型中,推荐使用 k-ε 和雷诺应力法模型。