利用虚拟多孔介质模型有效模拟通道化结构内的自由介质和多孔介质耦合流体流动:在肝脏小叶间血流中的应用。

IF 1.6 4区 医学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Nastaran Faraji, Mehdi Mosharaf-Dehkordi
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引用次数: 0

摘要

许多活体组织可以被模拟成含有血管和许多毛细血管的多孔介质,这些毛细血管可以作为流动通道。尽管在流道中使用Navier-Stokes方程和在多孔区域使用Brinkman方程进行直接模拟具有很高的精度,但计算成本很高。本研究提出了一种虚拟多孔介质(VPM)模型,该模型将毛细血管近似为具有估计孔隙度和渗透率场的虚拟多孔区域。通过采用达西定律代替Navier-Stokes方程,VPM模型大大降低了计算成本。为了评估其准确性和效率,我们提出了几个与肝脏小叶间血流相关的二维和三维测试案例。事实上,每个病例的特征都是血管围绕着通道化的多孔介质,代表着嵌有毛细血管的肝组织。数值结果表明,VPM模型的预测结果基本可以接受,压力场和速度场的2范数误差分别为3%和2.2%。此外,与直接的孔隙尺度方法相比,所需的CPU时间减少了大约60%。此外,VPM模型准确地捕获了通道化多孔介质中的初级流动特征,证明了其在模拟自由和多孔介质耦合流动方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient simulation of coupled free and porous media fluid flow within channelised structures using the virtual porous medium model: application to liver interlobular blood flow.

Many living tissues can be modelled as porous media containing blood vessels and numerous capillaries that act as flow channels. Although direct simulation using the Navier-Stokes equations in flow channels coupled with the Brinkman equations in porous regions offers high accuracy, it is computationally expensive. This study proposes a virtual porous medium (VPM) model that approximates capillaries as virtual porous regions with estimated porosity and permeability fields. By employing Darcy's law instead of the Navier-Stokes equations, the VPM model significantly reduces computational cost. To evaluate its accuracy and efficiency, several 2D and 3D test cases related to interlobular blood flow in the liver are presented. Each case, in fact, features blood vessels surrounding a channelised porous medium, representing liver tissue embedded with capillaries. Numerical results indicate that the VPM model generally produces acceptable predictions, with 2-norm errors for pressure and velocity fields at 3 and 2.2%, respectively. Additionally, the CPU time required is approximately 60% less compared to the direct pore-scale approach. Furthermore, the VPM model accurately captures the primary flow characteristics in channelised porous media, demonstrating its effectiveness for simulating coupled free and porous media flows.

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来源期刊
CiteScore
4.10
自引率
6.20%
发文量
179
审稿时长
4-8 weeks
期刊介绍: The primary aims of Computer Methods in Biomechanics and Biomedical Engineering are to provide a means of communicating the advances being made in the areas of biomechanics and biomedical engineering and to stimulate interest in the continually emerging computer based technologies which are being applied in these multidisciplinary subjects. Computer Methods in Biomechanics and Biomedical Engineering will also provide a focus for the importance of integrating the disciplines of engineering with medical technology and clinical expertise. Such integration will have a major impact on health care in the future.
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