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A comparative study of exact and neural network models for wave‐induced multiphase flow in nonuniform geometries: Application of Levenberg–Marquardt neural networks 非均匀几何形状中波诱导多相流的精确模型与神经网络模型的比较研究:Levenberg-Marquardt 神经网络的应用
S. M. Hussain, Nouman Ijaz, Sami Dhahbi, Najma Saleem, Ahmad Zeeshan
Multiphase fluids exhibit immiscible, heterogeneous structures like emulsions, foams, and suspensions. Their complex rheology arises from relative phase proportions, interfacial interactions, and component properties. Consequently, they demonstrate nonlinear effects—shear‐thinning, viscoelasticity, and yield stress. Peristalsis generates fluid flow by propagating contraction waves along channel walls. This mechanism can effectively transport multiphase and non‐Newtonian fluids in microsystems. Accurate modeling requires considering evolving phase relations, variable viscosity, slip, and particle migration anomalies, using approaches like homogenization theory or volume‐averaging. Applications include peristaltic pumping of emulsified biopharmaceuticals, microscale mixing/separating of multiphase constituents, and enhancing porous media fluid flow in oil reservoirs. Analytical and computational approaches to modeling multiphase fluid flows in peristaltic conduits provide an enhanced understanding of their complex dynamics, toward innovating engineering systems. An analytical approach is taken to model non‐Newtonian Ree‐Eyring fluid flows in asymmetric, peristaltic systems. Governing differential equations incorporate key parameters and yield closed‐form solutions for velocity, flow rate, and permeability. Suitable assumptions of long wavelength, and low Reynolds number provide accuracy. In parallel, an artificial neural network (ANN) is developed using supervised learning to predict permeability. The inputs consist of channel asymmetry, Reynolds number, amplitude ratio, and other physical factors. Outcomes validate both methodologies—analytical equations derive precise relationships from first principles, while ANNs reliably learn the system patterns from input‐output data. Additionally, ANNs can tackle more complex fluid dynamics problems with speed and adaptability. Their promising role is highlighted in developing new fluid models, improving the efficiency of simulations, and designing control systems. Side‐by‐side analytical and ANN simulation plots will further highlight ANN capabilities in emulating the system characteristics. This paves the path for employing machine learning to investigate multifaceted flows in flexible, peristaltic systems at scale. Performing a graphical examination of the engineering skin friction coefficient across a range of parameters, encompassing volume fraction, first and second order slip, Ree–Eyring fluid attributes, and permeability.
多相流体具有不相溶的异质结构,如乳液、泡沫和悬浮液。其复杂的流变性源于相对相比例、界面相互作用和组分特性。因此,它们表现出非线性效应--剪切稀化、粘弹性和屈服应力。蠕动通过沿通道壁传播收缩波来产生流体流动。这种机制可以在微系统中有效地输送多相和非牛顿流体。精确建模需要考虑不断变化的相位关系、可变粘度、滑移和颗粒迁移异常,使用的方法包括均质化理论或体积平均法。其应用包括乳化生物制药的蠕动泵送、多相成分的微尺度混合/分离以及增强油藏中多孔介质流体的流动。通过分析和计算方法对蠕动管道中的多相流体流动进行建模,可加深对其复杂动态的理解,从而实现工程系统的创新。采用分析方法对非对称蠕动系统中的非牛顿Ree-Eyring流体流动进行建模。控制微分方程包含关键参数,并得出速度、流速和渗透率的闭式解。长波长和低雷诺数的适当假设提供了准确性。与此同时,还开发了一个人工神经网络 (ANN),利用监督学习来预测渗透率。输入包括通道不对称性、雷诺数、振幅比和其他物理因素。结果验证了这两种方法--分析方程从第一原理推导出精确的关系,而 ANN 则从输入-输出数据中可靠地学习系统模式。此外,ANN 还能快速、灵活地解决更复杂的流体动力学问题。在开发新的流体模型、提高模拟效率和设计控制系统方面,ANN 的作用前景十分广阔。分析图和自动数值网络模拟图的并排显示将进一步突出自动数值网络在模拟系统特性方面的能力。这为利用机器学习大规模研究柔性蠕动系统中的多方面流动铺平了道路。在一系列参数(包括体积分数、一阶和二阶滑移、Ree-Eyring 流体属性和渗透性)范围内对工程表皮摩擦系数进行图形检查。
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引用次数: 0
Peristaltic transport with multiple solutions of heat and mass transfer using modified Buongiorno nanofluid model over tapered channel with long wave‐length at small Reynolds number 利用改进的 Buongiorno 纳米流体模型,在小雷诺数条件下,在长波长锥形通道上进行多解传热和传质的蠕动传输
Abdul Hamid Ganie, Zeeshan, Ali M. Mahnashi, Ahmad Shafee, Rasoo Shah, Dowlath Fathima
This research paper aims to investigate the peristaltic transport of a nanofluid (NF) in a tapered asymmetric channel. Initially, the governing equations for the balance of mass, momentum, temperature, and volume fraction for the NF using Reiner–Philippoff (RP) based NF are formulated. Subsequently, these equations are employed to analyze long wavelength and small Reynolds number scenarios. The numerical results for various flow features are thoroughly examined and discussed. Dual solutions have been examined for some factors. So, stability assessment is implemented to find stable solution. Novelty of the existing is to investigate the peristaltic motion of Buongiorno's NF model and its stability which has not investigated in the previous literatures. It has been demonstrated that modifying the RPF parameter leads to a transition in the fluid's velocity, changing it from a dilatant liquid to a Newtonian fluid and from Newtonian to pseudoplastic. The findings indicate that the temperature curves rise as Brownian motion and thermophoretic factors increase, while they decrease as the Prandtl number increases. Furthermore, a concise mathematical and graphical analysis is carried out to examine the impact of each key parameter on the flow characteristics.
本文旨在研究纳米流体(NF)在锥形不对称通道中的蠕动传输。首先,利用基于莱纳-菲利波夫(RP)的纳米流体,制定了纳米流体的质量、动量、温度和体积分数平衡的控制方程。随后,利用这些方程分析了长波长和小雷诺数情况。对各种流动特征的数值结果进行了深入研究和讨论。对某些因素进行了双解分析。因此,需要进行稳定性评估,以找到稳定的解决方案。现有研究的新颖之处在于研究了 Buongiorno NF 模型的蠕动运动及其稳定性,这在之前的文献中没有研究过。研究表明,修改 RPF 参数会导致流体速度的转变,使其从膨胀液体变为牛顿流体,并从牛顿流体变为假塑性流体。研究结果表明,随着布朗运动和热泳因子的增加,温度曲线上升,而随着普朗特数的增加,温度曲线下降。此外,还进行了简明的数学和图形分析,以研究每个关键参数对流动特性的影响。
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引用次数: 0
A neuro‐computational study of viscous dissipation and nonlinear Arrhenius chemical kinetics during the hypodicarbonous acid‐based hybrid nanofluid flow past a Riga plate 基于次碳酸的混合纳米流体流经里加板时的粘性耗散和非线性阿伦尼乌斯化学动力学的神经计算研究
Asad Ullah, Hongxing Yao, Ikramullah, N. A. Othman, El‐Sayed M. Sherif
We examine the flow of Casson hybrid nanofluid (Cu+/) through a Riga plate sensor with perforations that act as an electromagnetic actuator. The hypodicarbonous acid is considered a base fluid. The impact of Arrhenius chemical kinetics and viscous dissipation are taken into account during the dynamics. The problem is formulated by considering the heat and mass transfer. An appropriate scaling is used to reduce the complexity of the problem, and further transform it into a system of ordinary differential equations (ODEs). The reduced system is further set for the first‐order system of equations that are analyzed with the Artificial Neural Network (ANN) which is trained with the Levenberg–Marquardt algorithm. The results for the state variables are displayed through graphs and tables by performing 1000 independent iterations with tolerance and . The Hartman, Casson, and Richardson numbers with their increasing values enhance the velocity profile. The chemical reaction parameter and the Prandtl number decline the thermal and concentration profiles, respectively. The Statistical analysis in the form of regression and histograms is also carried out in each case. The absolute error (AE) ranges up to and validations that range up to are presented for the varying values of each parameter. A comparative analysis of the nanofluid (NF) and hybrid nanofluid (HNF) is performed in each case study. The results for skin friction and Nusselt number are displayed numerically in the form of tables and are compared with the available literature, where the accuracy and performance of ANN are proved.
我们研究了卡松混合纳米流体(Cu+/)流经带穿孔的里加板传感器的情况,穿孔起到了电磁致动器的作用。次碳酸被视为基液。动力学过程中考虑了阿伦尼乌斯化学动力学和粘性耗散的影响。该问题是通过考虑传热和传质来解决的。通过适当的缩放来降低问题的复杂性,并进一步将其转化为常微分方程(ODE)系统。缩减后的系统进一步设置为一阶方程系统,并利用人工神经网络(ANN)进行分析,该网络采用 Levenberg-Marquardt 算法进行训练。通过执行 1000 次独立迭代,在容差为 和 的情况下,状态变量的结果将通过图形和表格显示出来。哈特曼数、卡森数和理查德森数的数值不断增加,从而增强了速度曲线。化学反应参数和普朗特数分别会降低热曲线和浓度曲线。对每种情况还进行了回归和直方图形式的统计分析。针对每个参数的不同值,给出了最大绝对误差(AE)范围和最大验证范围。每个案例研究都对纳米流体(NF)和混合纳米流体(HNF)进行了比较分析。表皮摩擦系数和努塞尔特数的结果以表格形式进行了数值显示,并与现有文献进行了比较,证明了 ANN 的准确性和性能。
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引用次数: 0
Insights into metachronal propulsion's influence on Ellis fluid flow across tri‐layers amid dynamic thermal transport: Theoretical study 洞察元推动力对三层动态热传输中埃利斯流体流动的影响:理论研究
S. Shaheen, M. B. Arain, Nouman Ijaz, Faisal Z. Duraihem, Junhui Hu
Cilia‐based therapies are emerging for treating ciliopathies, such as inhalable drugs to propel mucus out of the lungs of patients with cystic fibrosis. This has motivated scientists and researchers to investigate cilia motion mechanics and viscoelastic fluid properties for biomedical engineering applications and disease treatments. In line with the diverse biological implications, this study focuses on the mass and heat transfer flow of tri‐layered non‐Newtonian fluids propelled by ciliary beating in a cylindrical tube. The fluid remains incompressible, with distinct layers that do not mix. The study considers the impact of mass and heat transfer in three distinct regimes, ensuring continuity at the interfaces. Mathematical modeling incorporating the lubrication approximation, small Reynolds number, and long wavelength approximation is employed for simplification. The resulting differential equations, along with boundary conditions, yield accurate solutions for temperature, velocity, and concentration fields in the three fluid layers and are discussed graphically. Key findings demonstrate that velocity and temperature fields are most pronounced in the inner fluid layer (PCL), while the concentration profile is most prominent in the outer layers (ACL), with moderate behavior in the central region. The implications of this research extend to diverse fields, including mucus clearance from the respiratory tract, microfluidics, esophageal transport, biofluid mechanics, and other areas of physiology. The insights gained from this study have promising applications in developing new treatments and biomedical engineering solutions.
以纤毛为基础的治疗纤毛疾病的疗法正在兴起,例如用可吸入药物将粘液从囊性纤维化患者的肺部排出。这促使科学家和研究人员研究纤毛运动力学和粘弹性流体特性,以用于生物医学工程应用和疾病治疗。鉴于纤毛运动对生物的多种影响,本研究重点关注圆柱形管内纤毛跳动推动的三层非牛顿流体的传质和传热流动。流体不可压缩,各层之间互不混合。研究考虑了三种不同状态下质量和热量传递的影响,确保了界面的连续性。为了简化,采用了包含润滑近似、小雷诺数和长波长近似的数学模型。由此产生的微分方程以及边界条件,为三个流体层中的温度场、速度场和浓度场提供了精确的解决方案,并以图表形式进行了讨论。主要研究结果表明,速度场和温度场在流体内层(PCL)最为明显,而浓度剖面在外层(ACL)最为突出,在中心区域表现一般。这项研究的意义涉及多个领域,包括呼吸道粘液清除、微流体学、食管传输、生物流体力学和其他生理学领域。这项研究获得的见解有望应用于开发新的治疗方法和生物医学工程解决方案。
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引用次数: 0
Analysis of chemical characteristics of engine‐oil‐based Prandtl hybrid nanofluid flow 基于发动机油的普朗特混合纳米流体流动的化学特性分析
A. Awan, Sidra Qayyum, S. Nadeem, N. A. Ahammad, Khaled A. Gepreel, Mohammed Alharthi, Moataz Alosaimi
The literature showed that an empirical experiment creates another part of exploration that has been made in the field of thermal science, such that today, modern researchers are more directed to utilize hybrid types of nanoparticles due to their efficient thermal conductivity compared to single nanoparticles. The study of the hybrid flow of nanofluid is essential in many scientific and industrial arguments, such as power generation, medical equipment, oil refineries, and so forth. Furthermore, it has distinctive features to advance the expertise of their energy sources and cooling methodologies. Incentives by this research postulation: The significant objective of this investigation is to design a mathematical model of Prandtl hybrid nano liquid flow over a Riga plate when nanoparticles of aluminum alloys (AA7072 and AA7075) are suspended in engine oil. Mixed convection, activation energy, and heat radiation are also considered. The nanomaterial is modeled using a modified Buongiorno model that considers the functional qualities of hybrid nanofluids. The simulated PDEs are converted into a collection of nonlinear ODEs with appropriate and relevant similarity transformations, which are numerically addressed using finite‐difference‐oriented bvp4c procedure in MATLAB. Graphs and tables are used to evaluate and show the impacts of different factors on velocity, temperature, concentration fields, skin friction number, and Nusselt number. The velocity profile develops with the enhancement of Prandtl fluid parameters. With the increment in the magnetic parameter, both temperature and concentration profiles improve, but in the case of the Brownian motion parameter, the concentration profile declines. In terms of heat transfer, hybrid nanofluids outperform ordinary nanofluids. The current results provide an equitable contrast against the results that already exist.
文献显示,经验性实验为热科学领域的探索开创了另一片天地,如今,现代研究人员更倾向于利用混合型纳米粒子,因为与单一纳米粒子相比,混合型纳米粒子具有高效的导热性。对纳米流体混合流动的研究在许多科学和工业论证中都是必不可少的,如发电、医疗设备、炼油等。此外,纳米流体在推动能源和冷却方法的专业化方面具有独特的功能。本研究假设的激励因素:本研究的重要目标是设计一个普朗特尔混合纳米液体在里加板上流动的数学模型,当纳米铝合金(AA7072 和 AA7075)悬浮在发动机油中时。模型还考虑了混合对流、活化能和热辐射。纳米材料的建模采用改进的 Buongiorno 模型,该模型考虑了混合纳米流体的功能特性。模拟的 PDE 通过适当的相关相似性变换转换为一系列非线性 ODE,并使用 MATLAB 中面向有限差分的 bvp4c 程序对其进行数值处理。图表用于评估和显示不同因素对速度、温度、浓度场、表皮摩擦系数和努塞尔特数的影响。速度曲线随着普朗特流体参数的增加而发展。随着磁性参数的增加,温度和浓度曲线都有所改善,但在布朗运动参数的情况下,浓度曲线有所下降。在传热方面,混合纳米流体优于普通纳米流体。目前的结果与已有的结果形成了公平的对比。
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引用次数: 0
Heat and mass transfer analysis of non‐miscible couple stress and micropolar fluids flow through a porous saturated channel 流经多孔饱和通道的非混溶耦合应力和微极性流体的传热和传质分析
Ankit Kumar, P. Yadav
This study examines the flow rate, Bejan number transportation, concentration distribution and thermal characteristics of an immiscible couple stress‐ micropolar fluids within a porous channel. The authors focus on the effects of heat radiation and an angled magnetic field on the thermal dispersion, concentration distribution and entropy formation of two different types of incompressible immiscible micropolar and couple stress fluids inside a porous channel. Here, the static walls of the channel are isothermal, and the pressure gradient in the flow domain's entrance zone is constant. In this flow problem, we tried to simulate thermal radiation in the energy equation by applying Rosseland's diffusion approximation. To solve the problem, the authors have used no‐slip conditions at the channel's immovable walls, a continuity of temperature profile, shear stresses, thermal flux, linear velocity, and micro‐rotational velocity over the fluid‐fluid interface. The equations that govern the flow of immiscible fluids are solved using a well‐defined methodology and both the temperature and flow field are then evaluated using a closed‐form solution. The mathematical results of the thermal distribution and flow velocity are used to derive the Bejan number distribution and the entropy generation number. Graphical discussions are used to illustrate the impact of different emerging factors on the model's flow and thermal properties, which describe the major impact of the proposed model. These variables involve the micropolarity parameter, Reynolds number, inclination angle parameter, radiation parameter, and Hartmann number. The outcomes of the present models are corroborated by previously established results available in the literature.
本研究探讨了多孔通道内不相溶耦合应力微元流体的流速、贝扬数传输、浓度分布和热特性。作者重点研究了热辐射和倾斜磁场对多孔通道内两种不同类型的不可压缩不相溶微观和耦合应力流体的热扩散、浓度分布和熵形成的影响。在这里,通道的静态壁是等温的,流域入口区的压力梯度是恒定的。在这个流动问题中,我们试图通过应用 Rosseland 扩散近似来模拟能量方程中的热辐射。为了解决这个问题,作者在通道的不动壁上使用了无滑动条件,在流体-流体界面上使用了连续的温度曲线、剪应力、热通量、线速度和微旋转速度。采用定义明确的方法求解支配不相溶流体流动的方程,然后使用闭式解法评估温度场和流场。热分布和流速的数学结果用于推导贝扬数分布和熵生成数。图表讨论用于说明不同新出现的因素对模型流动和热特性的影响,这些因素描述了拟议模型的主要影响。这些变量涉及微极性参数、雷诺数、倾角参数、辐射参数和哈特曼数。本模型的结果与先前文献中的既定结果相吻合。
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引用次数: 0
Nonlinear instability of surface waves between viscous–liquid and subsonic‐gas layers subject to uniform oblique magnetic field 受均匀斜磁场影响的粘性液体层和亚音速气体层之间表面波的非线性不稳定性
A. Assaf, Noha M. Hafez
Nonlinear instability of surface waves between viscous–liquid and inviscid‐gas layers is discussed. The two fluids are magnetic and subjected to uniform oblique magnetic field. The gas is subsonic and the viscosity is introduced by viscous potential approximation. The evolution equations near and on the marginal state are derived by means of multiple scales technique. The stability criteria of the waves are obtained by the modulation idea. Many special cases of dispersion equation as well as solvability conditions correspond well the similar ones in the literature. Various numerical applications have been investigated to reveal the parameters effects on the system stability. Linear results show dual influences for magnetic field, sum of inclination angles and permeability ratio whereas the wavelength, gas motion, and inclination angle in the liquid tend to destabilize the flow. Nonlinear applications reveal dual role for the gas thickness, while it has a linear stable‐role. Moreover, nonlinearity shows dual roles for viscosity and liquid thickness, which have no influences according to linear theory. The investigation of stability using nonlinear theory seems more accurate to describe the (un)stable influences comparing with the linear one. The current work may be useful to give more accurate comprehension of stability process as well as to obtain the required conditions of stability by designing suitable devices, which control the model parameters.
讨论了粘性液体层和不粘性气体层之间表面波的非线性不稳定性。这两种流体都具有磁性,并受到均匀的斜磁场作用。气体是亚音速的,粘性是通过粘性势近似引入的。通过多尺度技术推导了边缘态附近和边缘态上的演化方程。通过调制思想获得了波的稳定性标准。分散方程的许多特殊情况以及可解性条件与文献中的类似情况完全吻合。对各种数值应用进行了研究,以揭示参数对系统稳定性的影响。线性结果显示了磁场、倾角总和和渗透率的双重影响,而液体中的波长、气体运动和倾角则倾向于破坏流动的稳定性。非线性应用显示了气体厚度的双重作用,而它具有线性稳定作用。此外,非线性还显示了粘度和液体厚度的双重作用,而根据线性理论,这两者没有任何影响。与线性理论相比,使用非线性理论研究稳定性似乎更能准确地描述(不)稳定的影响因素。目前的工作可能有助于更准确地理解稳定性过程,并通过设计合适的装置来控制模型参数,从而获得所需的稳定性条件。
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引用次数: 0
Exploring the effective stress behavior of internally pressurized cylinders with varying density 探索密度不同的内压圆柱体的有效应力行为
Arjun Singh, Priya Gulial, Pankaj Thakur
This research article presents a comprehensive examination of effective stress behavior in internally pressurized cylinders with varying density, utilizing Norton's law as the analytical framework. Our thorough numerical computations encompass a wide array of steels and steel alloys commonly employed in cylinder fabrication, covering five distinct types of anisotropy. The investigation meticulously analyzes the profound impact of anisotropy and the exponent “n” within the creep law. A key insight emerges as the effective stress values for anisotropic materials, particularly in Type‐I and Type‐II, showcase a notable reduction compared to their isotropic counterparts in Type‐III. Moreover, we highlight the active role played by an increasing density parameter in elevating the values of radial, circumferential, axial stress, and effective stress within the rotating cylinder composed of anisotropic materials.
这篇研究文章以诺顿定律为分析框架,对密度不同的内压气缸的有效应力行为进行了全面研究。我们的全面数值计算涵盖了气缸制造中常用的各种钢材和钢合金,涵盖了五种不同类型的各向异性。研究细致分析了蠕变规律中各向异性和指数 "n "的深刻影响。我们发现,各向异性材料的有效应力值,尤其是 I 型和 II 型材料的有效应力值,与 III 型材料中各向同性材料的有效应力值相比明显降低。此外,我们还强调了密度参数的增加在提高由各向异性材料组成的旋转圆柱体内的径向、圆周、轴向应力和有效应力值方面所起的积极作用。
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引用次数: 0
The role of nonlocality on low and high frequency behaviors of functionally graded sandwich nanoplates 非位置性对功能分级夹层纳米板低频和高频行为的影响
M. Ghazwani, A. Alnujaie, M. Eltaher, Pham Van Vinh
The role of nonlocality on low and high frequency behaviors and modes of the functionally graded (FG) sandwich nanoplates is investigated in this study for the first time using simple nonlocal higher‐order shear deformation theory (HSDT). The simple HSDT consists of only four unknowns in its equation of the displacement field. The nonlocal elasticity theory is used to consider the small‐scale effects on the behaviors of the nanoplates. The governing equations of motion are established by applying Hamilton's principle, then Navier's solution technique is employed to solve these equations to achieve the free vibration behaviors of the FG sandwich nanoplates. The vibrations of the nanoplates under both low and high frequency conditions are investigated, but the high frequency vibration of the nanoplates is discussed extensively. The influences of the geometrical dimensions, material gradient index, and nonlocal parameter on the high frequency vibration of the FG nanoplates are also considered and discussed comprehensively.
本研究首次使用简单的非局部高阶剪切变形理论(HSDT)研究了非局部性对功能分级(FG)夹层纳米板的低频和高频行为和模式的作用。简单 HSDT 的位移场方程中只有四个未知数。非局部弹性理论用于考虑对纳米板行为的小尺度影响。应用汉密尔顿原理建立运动控制方程,然后采用纳维叶求解技术求解这些方程,以实现 FG 夹层纳米板的自由振动行为。研究了纳米板在低频和高频条件下的振动,但对纳米板的高频振动进行了广泛讨论。此外,还考虑并全面讨论了几何尺寸、材料梯度指数和非局部参数对 FG 纳米板高频振动的影响。
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引用次数: 0
Electro‐osmotically engendered biofluid investigation through complex curvy passage 通过复杂曲线通道进行电渗透生物流体研究
S. Ijaz, Sobia Bibi, Iqra Shahzadi
This study investigates the physical characteristics of a two‐dimensional Jeffery fluid by incorporating the electroosmosis effect and employing slip boundary conditions along wavy walls. The equations that drive the flow analysis have been converted into nondimensional form and solved by assuming a high wavelength and a low Reynolds number approximation. The outputs for hemodynamic velocity, stress on the walls, and temperature for the flow are obtained exactly. Graphic representations of the effects of relevant physical parameters on the computational results are discussed in detail. Additionally, it is found that the viscous dissipation effects are the primary cause of heat production, rather than molecular conduction.
本研究通过结合电渗效应和沿波浪壁采用滑移边界条件,研究了二维杰弗里流体的物理特性。通过假设高波长和低雷诺数近似值,将驱动流动分析的方程转换为非维度形式并求解。精确获得了流动的血液动力学速度、壁上应力和温度输出。详细讨论了相关物理参数对计算结果的影响。此外,还发现粘性耗散效应是产生热量的主要原因,而不是分子传导。
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引用次数: 0
期刊
ZAMM - Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik
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