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From Langevin dynamics to macroscopic thermodynamic models: a general framework valid far from equilibrium 从朗之万动力学到宏观热力学模型:远离平衡的一般框架
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-10-16 DOI: 10.1515/jnet-2025-0071
Travis Leadbetter, Prashant K. Purohit, Celia Reina
Given a particle system obeying overdamped Langevin dynamics, we demonstrate that it is always possible to construct a thermodynamically consistent macroscopic model which obeys a gradient flow with respect to its non-equilibrium free energy. To do so, we significantly extend the recent Stochastic Thermodynamics with Internal Variables (STIV) framework, a method for producing macroscopic thermodynamic models far-from-equilibrium from the underlying mesoscopic dynamics and an approximate probability density of states parameterized with so-called internal variables. Though originally explored for Gaussian probability distributions, we here allow for an arbitrary choice of the approximate probability density while retaining a gradient flow dynamics. This greatly extends its range of applicability and automatically ensures consistency with the second law of thermodynamics, without the need for secondary verification. We demonstrate numerical convergence, in the limit of increasing internal variables, to the true probability density of states for both a multi-modal relaxation problem, a protein diffusing on a strand of DNA, and for an externally driven particle in a periodic landscape. Finally, we provide a reformulation of STIV with the quasi-equilibrium approximations in terms of the averages of observables of the mesostate, and show that these, too, obey a gradient flow.
给定一个服从过阻尼朗之万动力学的粒子系统,我们证明了总是有可能构建一个热力学一致的宏观模型,该模型服从相对于其非平衡自由能的梯度流动。为此,我们极大地扩展了最近的带有内部变量的随机热力学(STIV)框架,这是一种从潜在的介观动力学和用所谓的内部变量参数化的状态的近似概率密度中产生远离平衡的宏观热力学模型的方法。虽然最初探索的是高斯概率分布,但我们在这里允许任意选择近似概率密度,同时保留梯度流动力学。这大大扩展了其适用范围,并自动确保与热力学第二定律的一致性,而无需二次验证。我们证明了在增加内部变量的极限下,对于多模态松弛问题,DNA链上扩散的蛋白质和周期性景观中的外部驱动粒子,数值收敛到状态的真实概率密度。最后,我们用中间状态观测值平均值的准平衡近似给出了STIV的重新表述,并表明这些近似也服从梯度流。
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引用次数: 0
Size scaling effects on heat and particle transport in semiconductor thin films: a near-equilibrium thermodynamic approach 半导体薄膜中热和粒子输运的尺寸缩放效应:近平衡热力学方法
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-10-13 DOI: 10.1515/jnet-2025-0056
Ruth Estephania Gonzalez-Narvaez, Iván Rivera, Víctor Hernández, Aldo Figueroa, Federico Vázquez
In this work, a theoretical study is carried out on the effects of the thickness of a semiconductor thin film on the transport of heat and particles under the action of an external temperature difference. The dependence of the Seebeck effect on the thickness is considered. The thickness film is introduced through the transport coefficients of the material, namely, the thermal and electrical conductivities and the intrinsic Seebeck coefficient, by resorting to known results of irreversible thermodynamics. Graphs of the generated electric potential difference by an external temperature difference versus film thickness are obtained in the range 0.1 µm–1 µm. We compare the results of two slightly doped materials, namely, silicon and bismuth telluride of the n- and p- types. The n-type silicon shows an optimal thickness where the generated electric potential difference is maximum, while the electric potential difference in the n-type bismuth telluride decreases with decreasing thickness. The electric response of p-type silicon and p-type bismuth telluride also worsens as the thickness decreases. The results presented may be useful in the design of thermoelectric devices on the sub-micrometer length scale.
本文从理论上研究了在外界温差作用下,半导体薄膜厚度对热和粒子输运的影响。考虑了塞贝克效应对厚度的依赖性。厚度膜是通过材料的输运系数,即导热系数和导电性以及本征塞贝克系数,借助于已知的不可逆热力学结果来引入的。在0.1µm - 1µm范围内,得到了外部温差产生的电位差与薄膜厚度的关系图。我们比较了两种轻微掺杂材料,即硅和n型和p型碲化铋的结果。n型硅的电位差在最优厚度处最大,而n型碲化铋的电位差随着厚度的减小而减小。p型硅和p型碲化铋的电响应也随着厚度的减小而变差。所得结果可用于亚微米尺度热电器件的设计。
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引用次数: 0
The internal energy as a function of state parameters in steady and unsteady Poiseuille flows 定常和非定常泊泽维尔流的内能与状态参数的关系
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-09-17 DOI: 10.1515/jnet-2025-0003
Konrad Giżyński, Karol Makuch, Jan Paczesny, Paweł Żuk, Anna Maciołek, Robert Hołyst
We studied planar compressible Poiseuille flows of an ideal gas, both in steady and unsteady states, to identify the minimal number of state parameters required to describe changes in internal energy. In previous work (Phys. Rev. E 104, 055107 (2021)), five parameters were needed for steady flows. Here, using global non-equilibrium thermodynamics, we reduce this number to three: non-equilibrium entropy S *, volume V, and number of particles N. The internal energy U(S *, V, N) of such systems in stationary and non-stationary states is the function of non-equilibrium entropy S *, volume V and number of particles N in the system irrespective of any processes, number of boundary conditions or imposed constraints. We tested this by placing a cylinder inside the channel, finding that U depends on the cylinder’s location y c only via the state parameters S *(y c ) and N(y c ) for V = const. Moreover, in cases where the flow becomes unstable and parameters such as velocity and pressure oscillate, U depends on time t only through S *(t) and N(t) for V = const. These results demonstrate that this formulation of internal energy remains robust and consistent, even in unsteady flows with varying boundary conditions.
我们研究了理想气体在稳定和非稳定状态下的平面可压缩泊泽维尔流,以确定描述内能变化所需的最小状态参数。在以前的工作中(物理学)。Rev. E 104, 055107(2021)),稳定流动需要五个参数。在这里,使用全局非平衡热力学,我们将这个数字减少到三个:非平衡熵S *、体积V和粒子数N。这种系统在平稳和非平稳状态下的内能U(S *, V, N)是系统中非平衡熵S *、体积V和粒子数N的函数,与任何过程、边界条件的数量或强加的约束无关。我们通过在通道内放置一个圆柱体来测试这一点,发现U仅通过V = const的状态参数S *(y c)和N(y c)取决于圆柱体的位置y c。此外,在流动变得不稳定,速度、压力等参数振荡的情况下,当V = const时,U仅通过S *(t)和N(t)依赖于时间t。这些结果表明,即使在具有不同边界条件的非定常流动中,这种内能公式仍然是稳健和一致的。
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引用次数: 0
A variational principle for extended irreversible thermodynamics: heat conducting viscous fluids 扩展不可逆热力学的变分原理:导热粘性流体
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-09-01 DOI: 10.1515/jnet-2025-0022
François Gay-Balmaz
Extended irreversible thermodynamics is a theory that expands the classical framework of nonequilibrium thermodynamics by going beyond the local-equilibrium assumption. A notable example of this is the Maxwell–Cattaneo heat flux model, which introduces a time lag in the heat flux response to temperature gradients. In this paper, we develop a variational formulation of the equations of extended irreversible thermodynamics by introducing an action principle for a nonequilibrium Lagrangian that treats thermodynamic fluxes as independent variables. A key feature of this approach is that it naturally extends both Hamilton’s principle of reversible continuum mechanics and the earlier variational formulation of classical irreversible thermodynamics. The variational principle is initially formulated in the material (Lagrangian) description, from which the Eulerian form is derived using material covariance (or relabeling symmetries). The tensorial structure of the thermodynamic fluxes dictates the choice of objective rate in the Eulerian description, and plays a central role in the emergence of nonequilibrium stresses – arising from both viscous and thermal effects – that are essential to ensure thermodynamic consistency. This framework naturally results in the Cattaneo–Christov model for heat flux. We also investigate the extension of the approach to accommodate higher-order fluxes and the general form of entropy fluxes. The variational framework presented in this paper has promising applications in the development of structure-preserving and thermodynamically consistent numerical methods. It is particularly relevant for modeling systems where entropy production is a delicate issue that requires careful treatment to ensure consistency with the laws of thermodynamics.
扩展不可逆热力学是一种超越局部平衡假设,扩展非平衡热力学经典框架的理论。一个值得注意的例子是麦克斯韦-卡塔尼奥热通量模型,该模型在热通量对温度梯度的响应中引入了一个时间滞后。本文通过引入以热力学通量为自变量的非平衡拉格朗日量的作用原理,推导出扩展不可逆热力学方程的变分公式。这种方法的一个关键特征是,它自然地扩展了汉密尔顿的可逆连续介质力学原理和早期经典不可逆热力学的变分公式。变分原理最初是在材料(拉格朗日)描述中表述的,欧拉形式是利用材料协方差(或重新标记对称性)推导出来的。热力学通量的张量结构决定了欧拉描述中客观速率的选择,并在非平衡应力的出现中起着核心作用——由粘性和热效应引起——这对确保热力学一致性至关重要。这个框架自然产生了热通量的卡塔内奥-克里斯托夫模型。我们还研究了该方法的扩展,以适应高阶通量和熵通量的一般形式。本文提出的变分框架在结构保持和热力学一致数值方法的发展中具有广阔的应用前景。它与系统建模特别相关,其中熵产生是一个微妙的问题,需要仔细处理以确保与热力学定律的一致性。
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引用次数: 0
Heat transfer analysis of plate versus pin fin heat sinks with GnP-MWCNT/water hybrid nanofluid GnP-MWCNT/水混合纳米流体平板与针翅片散热器的传热分析
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-08-19 DOI: 10.1515/jnet-2025-0033
Umar Farooq, Hafiz Hamza Riaz, Tauqir Muhammad, Samar Ali, Tzu Chi Chan
Despite advancements in cooling solutions for electronic devices, heat dissipation remains the primary challenge in optimizing heat sink performance in a competitive industry. The current study numerically investigates the performance of plate-fin heat sink (PHS) and pin-fin heat sink (PnHS) using a hybrid nanofluid (GnP-MWCNT/Water) as the working fluid. Key performance parameters, including pressure drop, thermal resistance, effectivity, and turbulent kinetic energy, are analyzed across different Re and nanofluid concentrations. Findings indicate that while the PnHS exhibits higher convective heat transfer due to increased flow disturbances, it also suffers from greater thermal resistance and pressure drop. In contrast, the PHS offers an adequate balance between heat dissipation and flow efficiency, leading to higher overall effectiveness. At Re = 5,334, the pressure drop for 0.20 % nanofluid is 88.5 Pa in the PnHS and 73 Pa in the PHS. Additionally, at Re = 1,333, the effectiveness values for PHS are 0.333 (water) and 0.354 (nanofluid), while for PnHS, they are lower at 0.186 and 0.195, respectively. The current study highlights the interplay between enhanced heat transfer and increased flow resistance, emphasizing the importance of optimizing fin design and nanofluid concentration for efficient thermal management.
尽管电子设备的冷却解决方案取得了进步,但在竞争激烈的行业中,散热仍然是优化散热器性能的主要挑战。本文采用混合纳米流体(GnP-MWCNT/Water)作为工作流体,对板翅片散热器(PHS)和针翅片散热器(PnHS)的性能进行了数值研究。关键性能参数,包括压降,热阻,效率和湍流动能,分析了不同的稀土和纳米流体浓度。研究结果表明,虽然由于流动扰动增加,PnHS表现出更高的对流换热,但它也遭受更大的热阻和压降。相比之下,小灵通在散热和流动效率之间提供了适当的平衡,从而提高了整体效率。当Re = 5334时,0.20%纳米流体在PnHS中的压降为88.5 Pa,在PHS中的压降为73 Pa。此外,在Re = 1333时,小灵通的有效性值为0.333(水)和0.354(纳米流体),而PnHS的有效性值较低,分别为0.186和0.195。目前的研究强调了传热增强和流动阻力增加之间的相互作用,强调了优化翅片设计和纳米流体浓度对有效热管理的重要性。
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引用次数: 0
Numerical and experimental heat transfer analysis of two-phase flow through microchannel for development of heat dissipation correlation 微通道两相流的数值与实验传热分析及散热相关性研究
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-08-05 DOI: 10.1515/jnet-2025-0044
Santosh Kumar Rai, Vikas Goyat, Mahesh Kumar Gupta, Gyander Ghangas, Dhowmya Bhatt, Arun Uniyal, Pardeep Kumar, Nikhil Vivek Shrivas
The current trend of reducing the size of electronic devices in the industry has extensively increased the demand for effective heat dissipation, thereby intensifying the need for high-performance heat-dissipating devices. A promising approach to solve this challenge is the use of single-phase (SP), two-phase (TP), and supercritical fluids in micro-channels (MCs). Two-phase cooling is applicable only to those devices in which the tip temperature is high enough to allow the cooling fluid to convert into a two-phase state. In all other cases, only single-phase cooling can be utilized. In this work, numerical and experimental investigations on MC have been performed using water as the working fluid to predict TP behavior and heat dissipation from electronic devices using SP and TP flow. A numerical model of flow boiling heat transfer was developed based on conservation equations, which is solved to identify the existence of single and two-phase regions in the MC and to study the variation of pressure along its length at different heating powers. Further, experiments were performed in both SP and TP conditions to observe the nature of flow regimes and the impact of various parameters on effective heat dissipation through MCs well as temperature distribution. Numerical results were validated with experimental results, which showed good agreement. Several experiments were also carried out to develop an empirical correlation between mass flow rate and heat power to maintain the electronic device temperature below 40 °C. The developed correlation is experimentally validated at three different heat powers 6 W, 8 W and 10 W.
当前工业中电子器件的小型化趋势广泛增加了对有效散热的需求,从而加剧了对高性能散热器件的需求。解决这一挑战的一个很有希望的方法是在微通道(MCs)中使用单相(SP)、两相(TP)和超临界流体。两相冷却仅适用于尖端温度高到足以使冷却流体转化为两相状态的那些装置。在所有其他情况下,只能使用单相冷却。本文以水为工作流体,对电子器件的热传导行为和热传导散热进行了数值和实验研究。基于守恒方程建立了流动沸腾换热的数值模型,并对模型进行了求解,以确定MC中存在单相区和两相区,并研究了不同加热功率下沿其长度方向的压力变化。此外,我们还在SP和TP条件下进行了实验,观察了流动形式的性质以及各种参数对MCs有效散热和温度分布的影响。数值计算结果与实验结果吻合较好。为了将电子器件温度保持在40°C以下,我们还进行了一些实验,以建立质量流量与热功率之间的经验相关性。在6 W、8 W和10 W三种不同的热功率下,实验验证了所建立的相关性。
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引用次数: 0
Applying irreversible thermodynamics to the paradigmatic secondary transporter: lactose permease (LacY) 不可逆热力学在典型二级转运体:乳糖渗透酶(LacY)中的应用
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-08-05 DOI: 10.1515/jnet-2025-0054
Jordi H. Borrell
Lactose permease, a secondary active transporter from Escherichia coli, facilitates the co-transport of protons and lactose across the cytoplasmic membrane. Unlike passive diffusion mechanisms, lactose permease operates via conformational switching that alternately exposes the binding pocket to either membrane side. In this study, we present a theoretical treatment combining irreversible thermodynamic principles and kinetic modeling to quantify its operation. Onsager’s reciprocity is applied to analyze proton-lactose coupling, and a bisubstrate kinetic scheme is employed to simulate system behavior under various proton gradients and lactose concentrations. The complete catalytic cycle is characterized by associated rate constants and energetic transitions, highlighting that lactose permease exhibits a dissipative nature as a hallmark of secondary active transport. Altogether, this study provides a novel thermodynamic perspective on lactose permease, aiming to bridge molecular transport kinetics with the formalism of irreversible processes. This work is the first to integrate Onsager relations with the Michaelis-Menten kinetic model to quantify the energetic efficiency of lactose permease.
乳糖渗透酶是一种来自大肠杆菌的二级活性转运蛋白,促进质子和乳糖在细胞质膜上的共同运输。与被动扩散机制不同,乳糖渗透酶通过构象开关交替地将结合袋暴露在膜的两侧。在本研究中,我们提出了一种结合不可逆热力学原理和动力学建模的理论处理方法来量化其运作。采用Onsager互易理论分析了质子-乳糖耦合,采用双基质动力学方案模拟了不同质子梯度和乳糖浓度下的体系行为。完整的催化循环以相关的速率常数和能量转变为特征,突出表明乳糖渗透酶表现出耗散性质,作为二次主动运输的标志。总之,这项研究为乳糖渗透酶提供了一个新的热力学视角,旨在将分子运输动力学与不可逆过程的形式联系起来。这项工作是第一次将Onsager关系与Michaelis-Menten动力学模型结合起来量化乳糖渗透酶的能量效率。
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引用次数: 0
A Hydrogen-fueled hybrid system based on HT-PEMFCs for simultaneous electrical power generation and high-value heat storage 一种基于ht - pemfc的氢燃料混合系统,用于同时发电和高价值储热
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-07-29 DOI: 10.1515/jnet-2024-0122
Houcheng Zhang, Han Wang, Min Kuang, Yejian Xue
High-temperature proton exchange membrane fuel cells (HT-PEMFCs) inherently produce waste heat, leading to component degradation, increased cooling demands, and reduced efficiency and longevity. To mitigate these challenges, this study introduces isopropanol-acetone-hydrogen chemical heat pumps (IAH-CHPs), selected for their proven ability to efficiently upgrade and store the waste heat from HT-PEMFCs in a high-value form. Grounded in thermodynamic and electrochemical principles, a comprehensive mathematical model, incorporating key irreversible losses, is developed to evaluate the potential. Numerical calculations predict a 29 % increase in the hybrid system’s maximum power density compared to a standalone HT-PEMFC operating at 443 K, along with corresponding enhancements of 14.17 % in energy efficiency and 14.16 % in exergy efficiency. Preliminary predictions confirm the feasibility of this approach, and the optimal operating ranges for maximizing power density are identified. Additionally, exhaustive parametric studies reveal the impacts of various structural and operational parameters – such as leakage current density, phosphoric acid doping, relative humidity, operating temperatures, and critical factors within the heat pump cycle – on the system’s thermodynamic performance and key current density indicators. Local sensitivity analyses highlight effective performance regulation strategies. These results provide essential insights for mitigating waste heat challenges, enhancing system efficiency, and extending the operational lifespan for HT-PEMFCs.
高温质子交换膜燃料电池(ht - pemfc)本身就会产生废热,导致组件降解,增加冷却需求,降低效率和寿命。为了缓解这些挑战,本研究引入了异丙醇-丙酮-氢化学热泵(IAH-CHPs),因为它们能够有效地升级和以高价值的形式储存ht - pemfc的废热。在热力学和电化学原理的基础上,建立了一个综合的数学模型,包括关键的不可逆损失,以评估潜力。数值计算预测,与443 K的独立HT-PEMFC相比,混合系统的最大功率密度提高了29%,相应的能源效率提高了14.17%,火用效率提高了14.16%。初步预测证实了该方法的可行性,并确定了最大功率密度的最佳工作范围。此外,详尽的参数研究揭示了各种结构和操作参数(如泄漏电流密度、磷酸掺杂、相对湿度、工作温度和热泵循环内的关键因素)对系统热力学性能和关键电流密度指标的影响。局部敏感性分析突出了有效的性能调节策略。这些结果为减轻余热挑战、提高系统效率和延长ht - pemfc的使用寿命提供了重要的见解。
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引用次数: 0
Anisotropic turbulent flow of water through converging wavy-aluminum-circular pipe with five half-cycles: insight into the significance of four-branch minor-inlet angle 五半循环收敛波铝圆管中水的各向异性湍流:四支小入口角意义的洞见
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-07-01 DOI: 10.1515/jnet-2025-0046
Fuzhang Wang, Isaac Lare Animasaun, Taseer Muhammad
Accurately predicting turbulent water flow in duct systems remains a challenging problem, particularly when anisotropic turbulence effects are significant. Bridging the gap between industrial applications and academic research requires a deeper understanding of such complex flows. This study investigates a less commonly analyzed configuration involving a horizontal aluminum duct transitioning into a converging wavy duct. The wavy section consists of 2.5 full sinusoidal periods, ending in a reduced outlet diameter. In addition, the effect of incorporating four minor/secondary inlets, arranged as branches at different angles, was examined and presented herein. Aluminum was selected for its low density and corrosion resistance, which are beneficial in experimental and industrial setups. Initially, the duct was analyzed in an unbranched configuration. The study then progressed to include the four secondary/minor branch inlets at various angles. The simulation results were validated by comparison with a solution for a simple flow in a 70 mm duct. Additional verification was provided by employing other CFD codes, along with grid convergence index and mesh sensitivity analyses, improving the confidence in the simulation results. Branch angles influences turbulence intensity depending on flow conditions and angle magnitude. Sharper branch angles are particularly effective, inducing greater turbulence at the converged outlet. Higher inlet temperatures and velocities lead to increased Reynolds stress due to enhanced energy transfer and elevated turbulent kinetic energy. Specifically, an increase in inlet velocity at a 45° branch angle further augments turbulent momentum transfer, resulting in more controlled mixing along the duct.
准确预测管道系统中的湍流水流仍然是一个具有挑战性的问题,特别是当各向异性湍流效应显著时。弥合工业应用和学术研究之间的差距需要对这种复杂的流程有更深入的了解。本研究调查了一种不太常见的分析配置,涉及水平铝管道过渡到收敛波状管道。波浪段由2.5个完整的正弦周期组成,结束于出口直径减小。此外,本文还研究并展示了在不同角度布置成分支的四个次要入口的效果。选择铝是因为它的低密度和耐腐蚀,这是有益的实验和工业设置。最初,对管道进行了无分支结构分析。然后,研究进一步包括四个不同角度的次级/次要分支入口。通过与70 mm风管中简单流动的解进行比较,验证了模拟结果。利用其他CFD代码以及网格收敛指数和网格灵敏度分析提供了额外的验证,提高了仿真结果的可信度。分支角对湍流强度的影响取决于流动条件和分支角的大小。更大的分支角度特别有效,在汇聚出口引起更大的湍流。较高的入口温度和速度导致雷诺数应力增加,这是由于能量传递增强和湍流动能升高所致。具体来说,在45°分支角时,进口速度的增加进一步增加了湍流动量传递,从而使沿管道的混合更加可控。
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引用次数: 0
Numerical and optimization analysis of natural convection and entropy-generation in wavy triangular cavity with Casson fluid under magnetohydrodynamics and radiation 磁流体力学和辐射作用下卡森流体在波浪三角形空腔内自然对流和熵生成的数值与优化分析
IF 6.6 3区 工程技术 Q1 MECHANICS Pub Date : 2025-06-25 DOI: 10.1515/jnet-2024-0101
Yasir Ul Umair Bin Turabi, Zeshan Faiz, Shahzad Munir, Shafee Ahmad, M.M. Alam, Hakim AL Garalleh
Enclosure design is essential for thermal engineering technology and applications, including electronics, heat transfer equipment, power reactors, cooling mechanisms, solar energy systems, and nuclear power plants. This study aims to analyze the numerical and Response Surface Methodology (RSM) optimization for natural convection and entropy generation in a wavy triangular cavity with Casson fluid under inclined magnetohydrodynamic and radiation influences. The finite element approach (FEM) is utilized to compute the numerical solution for the simulation framework, while RSM is applied to determine the optimal heat transfer rate among four different parameters. The study presents streamlines, velocity profiles, isothermal lines, total entropy generation, and average Nusselt number in graphically and tabularly. The results show that an increase in the number of undulations and the Casson parameter leads to an increase in the thermal transfer rate and total entropy generation, whereas the Hartmann number has a decreasing effect on both. The Nusselt number rises with the rising number of undulations and the radiation parameter. The peak stream function is observed at an inclination angle of 60°. The significant R 2 value of 0.9967 shows a good agreement between the expected and actual values.
外壳设计对于热工技术和应用至关重要,包括电子、传热设备、动力反应堆、冷却机制、太阳能系统和核电站。本研究旨在分析在倾斜磁流体力学和辐射影响下,卡森流体在波浪状三角形空腔中自然对流和熵生成的数值和响应面方法优化。采用有限元法计算了模拟框架的数值解,采用RSM法确定了四种不同参数下的最优换热率。该研究以图形和表格的形式展示了流线、速度剖面、等温线、总熵生成和平均努塞尔数。结果表明,波动数和Casson参数的增加导致换热速率和总熵生成的增加,而Hartmann数对两者的影响均减小。努塞尔数随波动数和辐射参数的增加而增加。在倾角为60°时观察到峰值流函数。R 2的显著值为0.9967,表明期望值与实际值吻合良好。
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引用次数: 0
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Journal of Non-Equilibrium Thermodynamics
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