CFD

CFD
  • 文章类型: Journal Article
    主动脉,心血管系统的核心组成部分,在确保血液循环方面起着举足轻重的作用。尽管它很重要,明显缺乏用于实验和计算研究的理想化模型。
    这项研究旨在为理想化的人类主动脉开发计算机辅助设计(CAD)模型,用于在体外和计算机环境中研究血液动力学或固体力学。
    从综合文献中提取各种参数,以评估健康成人主动脉的主要解剖特征,包括主动脉弓分支和相应尺寸的变化。理想化模型是根据每个研究的队列大小加权的平均值生成的,该平均值是从基于图像或尸体的研究中收集和汇编的几个形态学参数。以及来自四名招募受试者的数据。使用粒子图像测速(PIV)测量和计算流体动力学(CFD)模拟,将模型用于血液动力学评估。
    开发了两种理想化的人主动脉CAD模型,关注健康人口。CFD模拟,与PIV测量结果密切相关,捕获在患者特定病例中观察到的主要整体流动特征和壁剪应力模式,展示设计模型的功能。
    收集的关于主动脉和两个理想化主动脉模型的统计数据,涵盖了常见的足弓变体,称为正常和牛类型,被证明可用于检查主动脉的血液动力学。它们还为需要解剖统计的医疗设备的设计应用提供了希望。
    UNASSIGNED: The aorta, a central component of the cardiovascular system, plays a pivotal role in ensuring blood circulation. Despite its importance, there is a notable lack of idealized models for experimental and computational studies.
    UNASSIGNED: This study aims to develop computer-aided design (CAD) models for the idealized human aorta, intended for studying hemodynamics or solid mechanics in both in vitro and in silico settings.
    UNASSIGNED: Various parameters were extracted from comprehensive literature sources to evaluate major anatomical characteristics of the aorta in healthy adults, including variations in aortic arch branches and corresponding dimensions. The idealized models were generated based on averages weighted by the cohort size of each study for several morphological parameters collected and compiled from image-based or cadaveric studies, as well as data from four recruited subjects. The models were used for hemodynamics assessment using particle image velocimetry (PIV) measurements and computational fluid dynamics (CFD) simulations.
    UNASSIGNED: Two CAD models for the idealized human aorta were developed, focusing on the healthy population. The CFD simulations, which align closely with the PIV measurements, capture the main global flow features and wall shear stress patterns observed in patient-specific cases, demonstrating the capabilities of the designed models.
    UNASSIGNED: The collected statistical data on the aorta and the two idealized aorta models, covering prevalent arch variants known as Normal and Bovine types, are shown to be useful for examining the hemodynamics of the aorta. They also hold promise for applications in designing medical devices where anatomical statistics are needed.
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  • 文章类型: Journal Article
    本研究旨在研究内部循环(IC)厌氧反应器在废水处理过程中的气液固三相流特性。通过计算流体动力学(CFD)模拟第一反应室的气-液-固三相,并基于厌氧颗粒群阻力系数模型,该研究调查了表面液体速度和表面气体速度对颗粒分布的影响,均匀性指数,气体滞留率,每个阶段的流速,和停留时间分布的无量纲方差。此外,还确定了第一反应室中气体和液体完全混合的表面速度之间的关系。
    This study aims to investigate the characteristics of gas-liquid-solid three-phase flow in an Internal Circulation (IC) anaerobic reactor during the treatment of wastewater. Through computational fluid dynamics (CFD) simulations of the gas-liquid-solid three-phase in the first reaction chamber and based on the anaerobic granule swarms drag coefficient model, the study investigates the effects of superficial liquid velocity and superficial gas velocity on granules distribution, uniformity index, gas holdup, flow velocities of each phase, and the dimensionless variance of residence time distribution. In addition, the relationship between the fully mixed superficial velocities of gas and liquid in the first reaction chamber is also determined.
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  • 文章类型: Journal Article
    目的:病毒性呼吸道感染是一个相当大的全球健康问题,给人类和动物的健康带来重大风险。本研究旨在对人类和恒河猴(RM)的鼻腔-鼻咽(NC-NP)中病毒载量的时间序列进行初步分析。
    方法:考虑到粘液层中直径为10μm的载有病毒的液滴的随机均匀分布,本研究将计算流体动力学-宿主细胞动力学(CFD-HCD)方法应用于人和RM的3D-shellNC-NP模型,分析液滴初始分布对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)病毒动力学的影响,根据实验数据估计HCD模型中的参数,将它们整合到模拟中以预测病毒载量和细胞计数的时间序列,并被可视化。计算繁殖数(R0)以确定感染的发生。该研究还考虑了跨参数组合和跨实验数据集,以探索人类与RM之间的潜在相关性。
    结果:研究结果表明,在整个人和RM的NC-NP模型中,载有病毒的液滴的均匀分布对于模拟和预测病毒动力学是合理的。可视化结果提供了在20天的时间内对病毒感染的动态见解。涉及两个物种之间的参数和数据集交换的研究强调了预测人类和RM之间病毒感染的某些相似性。
    结论:这项研究为进一步探索人类和RM之间呼吸道病毒动力学的相似之处和区别奠定了基础。从而帮助在研究和实验中做出更明智的决定。
    OBJECTIVE: Viral respiratory infections stand as a considerable global health concern, presenting significant risks to the health of both humans and animals. This study aims to conduct a preliminary analysis of the time series of viral load in the nasal cavity-nasopharynx (NC-NP) of the human and rhesus macaque (RM).
    METHODS: Taking into account the random uniform distribution of virus-laden droplets with a diameter of 10 μm in the mucus layer, this study applies the computational fluid dynamics-host cell dynamics (CFD-HCD) method to 3D-shell NC-NP models of human and RM, analyzing the impact of initial distribution of droplets on the viral dynamics of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), estimating parameters in the HCD model based on experimental data, integrating them into simulations to predict the time series of viral load and cell counts, and being visualized. The reproductive number (R0) are calculated to determine the occurrence of infection. The study also considers cross-parameter combinations and cross-experimental datasets to explore potential correlations between the human and RM.
    RESULTS: The research findings indicate that the uniform distribution of virus-laden droplets throughout the whole NC-NP models of human and RM is reasonable for simulating and predicting viral dynamics. The visualization results offer dynamic insights into virus infection over a period of 20 days. Studies involving parameter and dataset exchanges between the two species underscore certain similarities in predicting virus infections between the human and RM.
    CONCLUSIONS: This study lays the groundwork for further exploration into the parallels and distinctions in respiratory virus dynamics between humans and RMs, thus aiding in making more informed decisions in research and experimentation.
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  • 文章类型: Journal Article
    振荡壁剪切应力和相关指标已被确定为透析访问结果的潜在预测因子;然而,缺乏一种简单的非侵入性方法来测量这些血液动力,这阻碍了它们在常规临床实践中的应用.我们提出了一个计算增强的,单患者案例研究,提供对先前功能性动静脉瘘(AVF)的流出静脉内血流限制性新内膜增生发展周围的血液动力学环境的独特见解。
    使用计算流体动力学(CFD)模拟来创建振荡剪切应力的定量图,以及实现AVF内的流线图案的可视化。将CFD数据与基于超声的湍流量化进行比较,并随着时间的推移检查进入部位的结构和功能变化。
    这项工作进一步支持了血管通路瘘中血流限制新生内膜增生发展的观点,响应于振荡壁切应力而发生,并为非侵入性超声湍流量化工具可以在预测血管通路结果中发挥作用的想法提供了概念证明。
    除了提供对血流限制性新生内膜增生发展周围的血流动力学环境的了解,我们希望本文将促进讨论和进一步思考如何通过现有诊断工具的新用途将我们从计算机研究中获得的经验纳入临床实践。
    UNASSIGNED: Oscillatory wall shear stress and related metrics have been identified as potential predictors of dialysis access outcomes; however, the absence of a simple non-invasive method for measuring these haemodynamic forces has been prohibitive to their adoption into routine clinical practice. We present a computationally enhanced, single patient case study, offering a unique insight into the haemodynamic environment surrounding the development of flow limiting neointimal hyperplasia within the efferent vein of a previously functional arteriovenous fistula (AVF).
    UNASSIGNED: Computational fluid dynamics (CFD) simulations were used to create a quantitative map of oscillatory shear stress as well as enabling visualisation of streamline patterns within the AVF. CFD data was compared to ultrasound-based turbulence quantification and examined alongside structural and functional changes in the access site over time.
    UNASSIGNED: This work further supports the notion that flow limiting neointimal hyperplasia development in vascular access fistulae, occurs in response to oscillatory wall shear stress, and provides proof of concept for the idea that non-invasive ultrasound turbulence quantification tools could play a role in predicting vascular access outcomes.
    UNASSIGNED: In addition to providing insight into the haemodynamic environment surrounding the development of flow limiting neointimal hyperplasia, we hope that this paper will promote discussion and further thinking about how our learnings from in-silico studies can be incorporated into clinical practice through novel uses of existing diagnostic tools.
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  • 文章类型: Journal Article
    纽芬兰的埃迪卡拉晚期地层,加拿大(〜574-560Ma)记录了一些最早的后生动物的近人口普查古群落。这种保存使生殖策略能够从化石底栖生物种群的空间分布中推断出来,先前揭示了Ediacaranfrondose类群中繁殖体和雄蕊繁殖方式的存在。这里,我们描述了“康加线”:三个以上紧密间隔的化石标本的线性排列。我们计算了13个含化石的层理表面的点图的概率模型,并表明四个表面包含的康加线不是偶然对齐的结果。然后,我们测试这些特征是否可能是由于被动中上层繁殖体沉降在现有叶状体的背风中引起的,使用计算流体动力学和离散相建模。在Ediacaran古环境条件下,在康加线空间尺度上的优先离地沉降不太可能。因此,我们得出结论,这些特征是新颖的,并不反映Ediacaran生物采用的先前描述的生殖策略,建议在最早的动物中使用混合生殖策略。这样的策略使Ediacaran正面分类单元能够充当生殖通才,并且可能是早期后生动物进化的重要方面。
    Late Ediacaran strata from Newfoundland, Canada (~574-560 Ma) document near-census palaeocommunities of some of the earliest metazoans. Such preservation enables reproductive strategies to be inferred from the spatial distribution of populations of fossilized benthic organisms, previously revealing the existence of both propagule and stoloniferous reproductive modes among Ediacaran frondose taxa. Here, we describe \'conga lines\': linear arrangements of more than three closely spaced fossil specimens. We calculate probabilistic models of point maps of 13 fossil-bearing bedding surfaces and show that four surfaces contain conga lines that are not the result of chance alignments. We then test whether these features could result from passive pelagic propagules settling in the lee of an existing frond, using computational fluid dynamics and discrete phase modelling. Under Ediacaran palaeoenvironmental conditions, preferential leeside settlement at the spatial scale of the conga lines is unlikely. We therefore conclude that these features are novel and do not reflect previously described reproductive strategies employed by Ediacaran organisms, suggesting the use of mixed reproductive strategies in the earliest animals. Such strategies enabled Ediacaran frondose taxa to act as reproductive generalists and may be an important facet of early metazoan evolution.
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  • 文章类型: Journal Article
    预测污染物的泄漏和扩散过程对于确保人们的安全至关重要。虽然深度学习方法提供了很高的模拟效率和优越的泛化能力,目前缺乏利用深度学习预测污染物泄漏扩散流场的研究。因此,有必要在这方面进行进一步的研究。本文介绍了一种两级网络方法来对污染物扩散的流动特性进行建模。与传统的深度学习方法相比,本研究中提出的方法在流场预测精度方面显着提高。此外,与传统的计算流体动力学(CFD)方法相比,它将计算效率提高了800倍以上。与需要网格扩展来计算所有运行条件的常规CFD方法不同,深度学习方法不受网格限制。虽然深度学习方法可能不会完全取代CFD方法,它们可以作为一个有价值的补充工具,扩大CFD方法的多功能性。这项研究的结果为将深度学习方法纳入解决污染物泄漏和扩散挑战奠定了坚实的基础。
    Predicting pollutant leakage and diffusion processes is crucial for ensuring people\'s safety. While the deep learning method offers high simulation efficiency and superior generalization, there is currently a lack of research on predicting pollutant leakage and diffusion flow field using deep learning. Therefore, it is necessary to conduct further studies in this area. This paper introduces a two-level network method to model the flow characteristics of pollutant diffusion. The proposed method in this study demonstrates a significant enhancement in flow field prediction accuracy compared to traditional deep learning methods. Moreover, it improves computational efficiency by over 800 times compared to traditional computational fluid dynamics (CFD) methods. Unlike conventional CFD methods that require grid expansion to calculate all operation conditions, the deep learning method is not confined by grid limitations. While deep learning methods may not entirely replace CFD methods, they can serve as a valuable supplementary tool, expanding the versatility of CFD methods. The findings of this research establish a robust foundation for incorporating deep learning methods in addressing pollutant leakage and diffusion challenges.
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  • 文章类型: Journal Article
    本文探讨了在持续的气候危机中,减阻技术在公路车辆设计演变中的关键作用。运输占欧盟温室气体排放量的很大一部分,向替代动力车辆的转变凸显了对扩大续航里程的创新解决方案的需求,减少燃料消耗,低排放。这篇综述彻底概述了有关可追加减阻装置的文献,包括被动和主动技术,以及它们在各种道路车辆中的适用性,包括轻型和重型运输。适用于简化体的方法,例如Ahmed或其他通常研究的通用虚体,与适用于更详细的道路车辆的方法明显不同。由于真实的几何形状,结果具有更大的实际意义。概述了风洞和CFD工作的结合,并洞悉了计算能力和CFD的进步将如何大大提高道路车辆减阻研究的未来产出。最后,展望了该技术的未来,以及消费者对可配置车辆的需求增加将如何鼓励减阻装置制造商和汽车制造商之间增加合作,以改善装置安装过程。
    This paper addresses the critical role of drag reduction technology in the evolution of road vehicle design amidst the ongoing climate crisis. With transportation accounting for a substantial portion of the EU\'s greenhouse gas emissions, the shift towards alternatively powered vehicles highlights the need for innovative solutions to extend range, reduce fuel consumption, and lower emissions. This review thoroughly outlines the literature on appendable drag reduction devices, encompassing both passive and active techniques, and their applicability across a variety of road vehicles, including light and heavy-duty transport. Methods applied to simplified bodies such as the Ahmed or other commonly studied generic bluff bodies are clearly distinguished from those applied to more detailed road vehicles, where results hold greater practical significance due to authentic geometry. A combination of both wind tunnel and CFD works are outlined with insights given into how advancements in both computing power and CFD will greatly enhance the future outputs of drag reduction research for road vehicles. Finally, an outlook is provided on the future of the technology and how increased consumer demand for configurable vehicles will encourage increased engagement between drag reduction device manufacturers and automakers to improve the device mounting process.
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  • 文章类型: Journal Article
    胆管和周围组织的炎症可以阻碍胆汁从肝脏流入肠道。如果发生这种情况,放置塑料或自膨胀金属(SEM)支架以恢复胆汁引流。美国(US)食品药品监督管理局(FDA)批准的塑料胆道支架比SEM便宜,但通畅性有限,如果跨导管接合处放置,则会阻塞胆汁流。最近,我们研究了对市售立体光刻(SLA)树脂的后处理和高压灭菌变化的影响,以努力生产适用于胆道支架的合适材料。FDAII类医疗器械。我们测试了制造商推荐的后处理的六种变化,发现将异丙醇(IPA)洗涤时间增加到60分钟,并将紫外线固化的时间和温度在40°C下降低到10分钟,然后是30分钟的重力高压釜循环,产生了一种柔性和非细胞毒性的聚合物。反过来,我们设计和制造可定制,SLA3D打印的聚合物胆道支架,允许胆管接合处的胆汁流动,并且可以通过导管展开。接下来,我们生成了一个硅胶支架3点弯曲测试来预测支架设计中的位移和峰值应力。我们通过对SLA3D打印支架进行三点弯曲测试的实验数据证实了我们的模拟准确性。不幸的是,我们的三点弯曲测试模拟表明,当弯曲到通过导管放置所需的程度时(~30°),预测支架经历的峰值应力将超过聚合物的屈服应力。因此,如我们所描述的,在通过导管放置到打印和后处理的支架期间,永久变形或损坏的风险将是显著的.往前走,我们将测试替代树脂和后处理参数,这些参数增加了弹性,但仍与II类医疗器械的使用兼容。
    Inflammation of the bile ducts and surrounding tissues can impede bile flow from the liver into the intestines. If this occurs, a plastic or self-expanding metal (SEM) stent is placed to restore bile drainage. United States (US) Food and Drug Administration (FDA)-approved plastic biliary stents are less expensive than SEMs but have limited patency and can occlude bile flow if placed spanning a duct juncture. Recently, we investigated the effects of variations to post-processing and autoclaving on a commercially available stereolithography (SLA) resin in an effort to produce a suitable material for use in a biliary stent, an FDA Class II medical device. We tested six variations from the manufacturer\'s recommended post-processing and found that tripling the isopropanol (IPA) wash time to 60 min and reducing the time and temperature of the UV cure to 10 min at 40 °C, followed by a 30 min gravity autoclave cycle, yielded a polymer that was flexible and non-cytotoxic. In turn, we designed and fabricated customizable, SLA 3D-printed polymeric biliary stents that permit bile flow at a duct juncture and can be deployed via catheter. Next, we generated an in silico stent 3-point bend test to predict displacements and peak stresses in the stent designs. We confirmed our simulation accuracy with experimental data from 3-point bend tests on SLA 3D-printed stents. Unfortunately, our 3-point bend test simulation indicates that, when bent to the degree needed for placement via catheter (~30°), the peak stress the stents are predicted to experience would exceed the yield stress of the polymer. Thus, the risk of permanent deformation or damage during placement via catheter to a stent printed and post-processed as we have described would be significant. Moving forward, we will test alternative resins and post-processing parameters that have increased elasticity but would still be compatible with use in a Class II medical device.
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  • 文章类型: Journal Article
    在大量B型主动脉夹层(AD)患者中,假腔(FL)中动脉瘤的形成是长期并发症。预测哪些患者可能进展到动脉瘤形成的能力是证明介入治疗风险的关键。对患者特异性血流动力学的研究有可能通过指导B型夹层的疾病管理来实现患者量身定制的方法来改善预后。CFD衍生的血液动力学描述符和几何特征用于回顾性评估残留B型AD患者群体的单个主动脉,并分析与已知结果的相关性(即,主动脉快速生长,death).结果突出了血流模式和血液动力学描述符的巨大变异性。发现快速的主动脉扩张与较大的FL有关。撕裂区域的时间平均壁剪切应力可能是管腔之间流动交换动力学及其对单个主动脉演变的影响的可能指标。高FL流速和弯曲与不良结局相关,表明其作为风险指标的作用。AD诱导血管几何形状和血液动力学的复杂变化。报告的发现强调在评估无并发症的B型AD患者时需要针对患者量身定制的方法,并显示CFD衍生的血液动力学可能补充解剖学评估并帮助疾病管理。
    The formation of an aneurysm in the false lumen (FL) is a long-term complication in a significant percentage of type B aortic dissection (AD) patients. The ability to predict which patients are likely to progress to aneurysm formation is key to justifying the risks of interventional therapy. The investigation of patient-specific hemodynamics has the potential to enable a patient-tailored approach to improve prognosis by guiding disease management for type B dissection. CFD-derived hemodynamic descriptors and geometric features were used to retrospectively assess individual aortas for a population of residual type B AD patients and analyze correlations with known outcomes (i.e., rapid aortic growth, death). The results highlight great variability in flow patterns and hemodynamic descriptors. A rapid aortic expansion was found to be associated with a larger FL. Time-averaged wall shear stress at the tear region emerged as a possible indicator of the dynamics of flow exchange between lumens and its effect on the evolution of individual aortas. High FL flow rate and tortuosity were associated with adverse outcomes suggesting a role as indicators of risk. AD induces complex changes in vessel geometry and hemodynamics. The reported findings emphasize the need for a patient-tailored approach when evaluating uncomplicated type B AD patients and show the potential of CFD-derived hemodynamics to complement anatomical assessment and help disease management.
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  • 文章类型: Journal Article
    这项工作提出了一种研究纳米纤维过滤介质中滑移效应的新方法。在不同浓度和持续时间下制备了具有高效率和低压降的电纺纳米纤维介质。使用FE-SEM研究了纳米纤维介质的表面和横截面形态。还检查了纤维取向和直径分布。使用该信息以及实验测量的介质的孔隙率和厚度对3D虚拟纳米纤维介质进行建模。数值研究了纳米纤维介质中滑移现象的影响,并将结果与实验数据进行了比较。在测量结果和模拟结果之间发现了极好的一致性。此外,考虑到通过纳米纤维过滤介质注入气流的气溶胶的过滤模拟,通过考虑滑移效应进行,研究了过滤器结构对过滤性能(去除效率和压降)的影响。
    This work presents a novel approach to investigating the slip effect in nanofiber filter media. Electrospun nanofiber media with high efficiency and low pressure drop were produced at different concentrations and durations. The surface and cross-sectional morphology of nanofiber media were studied using FE-SEM. Fiber orientation and diameter distributions were also examined. The 3D virtual nanofiber media was modeled using this information along with the experimentally measured porosity and thickness of the media. The effect of the slip phenomenon in nanofiber media was studied numerically, and the results were compared to experimental data. Excellent agreements were found between the measured and simulation results. Additionally, filtration simulations considering aerosols injected with airflow through the nanofibrous filter media were conducted by considering the slip effect, and the effect of filter structure on filtration performance (removal efficiency and pressure drop) was investigated.
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