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大规模模拟剪切流中红细胞的聚集。

Large scale simulation of red blood cell aggregation in shear flows.

机构信息

State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Weijin Road, Nankai District, Tianjin 300072, PR China.

出版信息

J Biomech. 2013 Jul 26;46(11):1810-7. doi: 10.1016/j.jbiomech.2013.05.010. Epub 2013 Jun 27.

Abstract

Aggregation of highly deformable red blood cells (RBCs) significantly affects the blood flow in the human circulatory system. To investigate the effect of deformation and aggregation of RBCs in blood flow, a mathematical model has been established by coupling the interaction between the fluid and the deformable solids. The model includes a three-dimensional finite volume method solver for incompressible viscous flows, the combined finite-discrete element method for computing the deformation of the RBCs, a JKR model-Johnson, Kendall and Roberts (1964-1971) (Johnson et al., 1971) to take account of the adhesion forces between different RBCs and an iterative direct-forcing immersed boundary method to couple the fluid-solid interactions. The flow of 49,512 RBCs at 45% concentration under the influence of aggregating forces was examined, improving the existing knowledge on simulating flow and structural characteristics of blood at a large scale: previous studies on the particular issue were restricted to simulating the flow of 13,000 aggregative ellipsoidal particles at a 10% concentration. The results are in excellent agreement with experimental studies. More specifically, both the experimental and the simulation results show uniform RBC distributions under high shear rates (60-100/s) whereas large aggregation structures were observed under a lower shear rate of 10/s. The statistical analysis of the simulation data also shows that the shear rate has significant influence on both the flow velocity profiles and the frequency distribution of the RBC orientation angles.

摘要

高度可变形的红细胞(RBC)的聚集会显著影响人体循环系统中的血流。为了研究 RBC 在血流中的变形和聚集的影响,通过耦合流固之间的相互作用建立了一个数学模型。该模型包括用于不可压缩粘性流的三维有限体积法求解器、用于计算 RBC 变形的组合有限离散元法、用于考虑不同 RBC 之间粘附力的 JKR 模型-Johnson,Kendall 和 Roberts(1964-1971)(Johnson 等人,1971)和用于耦合流固相互作用的迭代直接强制浸入边界法。在聚集力的影响下,检查了 49,512 个 RBC 在 45%浓度下的流动,这提高了模拟血液大规模流动和结构特性的现有知识:以前关于该特定问题的研究仅限于模拟 10%浓度下 13,000 个聚合椭球体的流动。结果与实验研究非常吻合。更具体地说,实验和模拟结果都表明在高剪切速率(60-100/s)下 RBC 分布均匀,而在较低的剪切速率 10/s 下观察到较大的聚集结构。模拟数据的统计分析还表明,剪切速率对流速分布和 RBC 取向角度的频率分布都有显著影响。

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