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Analysis of reflection of wave propagation in magneto-thermoelastic nonlocal micropolar orthotropic medium at impedance boundary 阻抗边界处磁热弹性非局部微波正交介质中波传播的反射分析
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-22 DOI: 10.1108/hff-02-2024-0095
Anand Kumar Yadav, Hari Shankar Mahato, Sangeeta Kumari, Pawel Jurczak

Purpose

This study aims to examine the plane wave reflection problem in micropolar orthotropic magneto-thermoelastic half space, considering the influence of impedance as a boundary in a nonlocal elasticity.

Design/methodology/approach

This study presents the novel formulation of governing partial differential equations for micropolar orthotropic medium with impact of nonlocal thermo-elasticity under magnetic field.

Findings

This study provides the numerical results validation for a particular numerical data and expression for the amplitude ratios of reflected waves and identifies the existence of four different waves, namely, quasi longitudinal displacement qCLD-wave, quasi thermal wave qCT-wave, quasi transverse displacement qCTD-wave and quasi-transverse micro-rotational qCTM-wave. The study derives the velocity equation giving the speed and phase velocity of these waves. The study also shows that the small-scale size effect gives significant impact on phase velocity.

Research limitations/implications

The graphical analysis examines the variation of speeds and coefficients of attenuation of these waves due to frequency, magnetic field and nonlocal parameters. Also, significant conclusions on the variation of reflection coefficient against nonlocal parameter, frequency, impedance parameter and angle of incidence are provided graphically.

Practical implications

The creation of more effective micropolar orthotropic anisotropic materials which are very useful in the daily life and their applications in earth science are greatly impacted by the findings of this study.

Originality/value

The authors of the submitted document initiated and produced it collectively, with equal contributions from all members.

目的本研究旨在研究微波正交磁热弹性半空间中的平面波反射问题,考虑了非局部弹性中作为边界的阻抗的影响。研究结果本研究提供了特定数值数据和反射波振幅比表达式的数值结果验证,并确定了四种不同波的存在,即准纵向位移波 qCLD-波、准热波 qCT-波、准横向位移波 qCTD-波和准横向微旋转波 qCTM-波。研究推导出了速度方程,给出了这些波的速度和相位速度。研究的局限性/意义通过图表分析,研究了这些波的速度和衰减系数因频率、磁场和非局部参数而产生的变化。此外,本研究还以图表形式提供了反射系数随非局部参数、频率、阻抗参数和入射角变化的重要结论。
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引用次数: 0
Impact of activation energy and cross-diffusion effects on 3D convective rotating nanoliquid flow in a non-Darcy porous medium 活化能和交叉扩散效应对非达西多孔介质中三维对流旋转纳米液流的影响
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-16 DOI: 10.1108/hff-01-2024-0008
Sivasankaran Sivanandam, Turki J. Alqurashi, Hashim M. Alshehri

Purpose

This study aims to investigate numerically the impact of the three-dimensional convective nanoliquid flow on a rotating frame embedded in the non-Darcy porous medium in the presence of activation energy. The cross-diffusion effects, i.e. Soret and Dufour effects, and heat generation are included in the study. The convective heating condition is applied on the bounding surface.

Design/methodology/approach

The control model consisted of a system of partial differential equations (PDE) with boundary constraints. Using suitable similarity transformation, the PDE transformed into an ordinary differential equation and solved numerically by the Runge–Kutta–Fehlberg method. The obtained results of velocity, temperature and solute concentration characteristics plotted to show the impact of the pertinent parameters. The heat and mass transfer rate and skin friction are also calculated.

Findings

It is found that both Biot numbers enhance the heat and mass distribution inside the boundary layer region. The temperature increases by increasing the Dufour number, while concentration decreases by increasing the Dufour number. The heat transfer is increased up to 8.1% in the presence of activation energy parameter (E). But, mass transfer rate declines up to 16.6% in the presence of E.

Practical implications

The applications of combined Dufour and Soret effects are in separation of isotopes in mixture of gases, oil reservoirs and binary alloys solidification. The nanofluid with porous medium can be used in chemical engineering, heat exchangers and nuclear reactor.

Social implications

This study is mainly useful for thermal sciences and chemical engineering.

Originality/value

The uniqueness in this research is the study of the impact of activation energy and cross-diffusion on rotating nanoliquid flow with heat generation and convective heating condition. The obtained results are unique and valuable, and it can be used in various fields of science and technology.

目的 本研究旨在对存在活化能的三维对流纳米液体流对嵌入非达西多孔介质中的旋转框架的影响进行数值研究。研究包括交叉扩散效应,即索雷特效应和杜富尔效应,以及热量产生。设计/方法/途径该控制模型由带有边界约束条件的偏微分方程(PDE)系统组成。利用适当的相似变换,将偏微分方程转换为常微分方程,并采用 Runge-Kutta-Fehlberg 方法进行数值求解。所获得的速度、温度和溶质浓度特征结果绘制成图,以显示相关参数的影响。同时还计算了传热和传质速率以及表皮摩擦。温度随着杜富尔数的增加而升高,而浓度则随着杜富尔数的增加而降低。在活化能参数(E)存在的情况下,传热量最高增加了 8.1%。实际意义杜富尔效应和索雷特效应的结合应用于气体混合物中同位素的分离、油藏和二元合金的凝固。本研究的独特之处在于研究了活化能和交叉扩散对具有发热和对流加热条件的旋转纳米液体流的影响。所获得的结果具有独特性和价值,可用于各个科学技术领域。
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引用次数: 0
MHD conjugate mixed convection along with internal heat generation and Joule heating in a closed/open cavity with rotating solid cylinder 带有旋转固体圆柱体的封闭/开放空腔中的 MHD 共轭混合对流以及内部发热和焦耳加热
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-16 DOI: 10.1108/hff-01-2024-0054
Nahid Hasan, Sumon Saha

Purpose

This study aims to investigate magnetohydrodynamic (MHD) conjugate pure mixed convection considering interior heat production and resistive heating inside a square closed/open cavity featuring a rotating cylinder for aiding (clockwise) and opposing (counterclockwise) flow configurations. Moreover, the impacts of altering cylinder size and conductivity on the system’s overall performance to determine optimum conditions are examined in this investigation.

Design/methodology/approach

The closed chamber is differentially heated by keeping high and low temperatures at the vertical boundaries. In contrast, the open cavity has a heated left wall and an open right boundary. The Galerkin finite element method is used to solve the Navier–Stokes and the thermal energy equations, which construct the present study’s mathematical framework. Numerical simulations are conducted for the specified ranges of several controlling parameters: Reynolds (31.62 ≤ Re ≤ 1000), Grashof (103Gr ≤ 106) and Hartmann numbers (0 ≤ Ha ≤ 31.62), and volumetric heat generation coefficient (Δ = 0, 3).

Findings

When Gr, Re and Ha simultaneously increase, the average Nusselt number along the warmed boundary rises accordingly. Conversely, interior heat production lowers heat transmission within the computational domain, which is also monitored regarding mean fluid temperature, overall entropy production and thermal performance criterion. Finally, the open cavity confirms better thermal performance than the closed cavity.

Originality/value

Comprehending the impacts of the magnetic field, Joule heating, internal heat generation and enclosed or open boundary on pure MHD combined free-forced convective flow offers valuable understandings of temperature fluctuations, velocity propagations, heat transport and irretrievable energy loss in numerous engineering applications.

目的 本研究旨在研究磁流体力学(MHD)共轭纯混合对流,其中考虑了方形封闭/开放空腔内的内部产热和电阻加热,该空腔以旋转圆柱体为特征,具有助流(顺时针)和逆流(逆时针)两种流动配置。此外,本研究还考察了改变圆柱体尺寸和传导性对系统整体性能的影响,以确定最佳条件。 设计/方法/途径 通过在垂直边界保持高温和低温,对封闭腔体进行不同程度的加热。相比之下,开放式腔体的左壁是加热的,右边界是开放的。采用 Galerkin 有限元法求解纳维-斯托克斯方程和热能方程,从而构建了本研究的数学框架。在几个控制参数的指定范围内进行了数值模拟:研究结果当 Gr、Re 和 Ha 同时增大时,沿加热边界的平均努塞尔特数相应增大。相反,内部热量的产生降低了计算域内的热传递,这也与平均流体温度、总体熵产生和热性能标准有关。原创性/价值理解磁场、焦耳热、内部热量产生以及封闭或开放边界对纯 MHD 组合自由对流的影响,有助于理解众多工程应用中的温度波动、速度传播、热传输和不可挽回的能量损失。
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引用次数: 0
Convective heat transfer with Hall current using magnetized non-Newtonian Carreau fluid model on the cilia-attenuated flow 利用磁化非牛顿卡若流体模型在纤毛衰减流上进行霍尔电流对流换热
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-16 DOI: 10.1108/hff-03-2024-0181
Fehid Ishtiaq, R. Ellahi, M.M. Bhatti, Sadiq M. Sait

Purpose

Cilia serves numerous biological functions in the human body. Malfunctioning of nonmotile or motile cilia will have different kinds of consequences for human health. More specifically, the directed and rhythmic beat of motile cilia facilitates the unidirectional flow of fluids that are crucial in both homeostasis and the development of ciliated tissues. In cilia-dependent hydrodynamic flows, tapering geometries look a lot like the structure of biological pathways and vessels, like airways and lymphatic vessels. In this paper, the Carreau fluid model through the cilia-assisted tapered channel (asymmetric) under the influence of induced magnetic field and convective heat transfer is investigated.

Design/methodology/approach

Lubrication theory is a key player in the mathematical formulation of momentum, magnetic field and energy equations. The formulated nonlinear and coupled differential equations are solved with the aid of the homotopy perturbation method (HPM). The graphical results are illustrated with the help of the computational software “Mathematica.”

Findings

The impact of diverse emerging physical parameters on velocity, induced magnetic field, pressure rise, current density and temperature profiles is presented graphically. It is observed that the cilia length parameter supported the velocity and current density profiles, while the Hartman number and Weissenberg number were opposed. A promising effect of emerging parameters on streamlines is also perceived.

Originality/value

The study provides novel aspects of cilia-driven induced magnetohydrodynamics flow of Carreau fluid under the influence of induced magnetic field and convective heat transfer through the asymmetric tapered channel.

目的 纤毛在人体内发挥着多种生物功能。无运动纤毛或有运动纤毛的功能失常会对人体健康造成不同程度的影响。更具体地说,运动纤毛的定向和有节奏的跳动促进了液体的单向流动,这对纤毛组织的平衡和发育至关重要。在依赖纤毛的流体力学流动中,锥形几何结构很像生物通道和血管(如气道和淋巴管)的结构。本文研究了在诱导磁场和对流传热影响下,通过纤毛辅助锥形通道(非对称)的 Carreau 流体模型。借助同调扰动法(HPM)求解了非线性耦合微分方程。借助计算软件 "Mathematica "以图形方式展示了结果。研究结果以图形方式展示了各种新出现的物理参数对速度、感应磁场、压力上升、电流密度和温度曲线的影响。结果表明,纤毛长度参数支持速度和电流密度曲线,而哈特曼数和韦森伯格数则相反。原创性/价值 该研究提供了纤毛驱动的诱导磁流体在诱导磁场和对流传热影响下通过非对称锥形通道流动的新方面。
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引用次数: 0
Non-Fourier computations of heat and mass transport in nanoscale solid-fluid interactions using the Galerkin finite element method 利用伽勒金有限元法对纳米级固液相互作用中的热量和质量传输进行非傅里叶计算
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-12 DOI: 10.1108/hff-02-2024-0119
Abdulaziz Alsenafi, Fares Alazemi, M. Nawaz

Purpose

To improve the thermal performance of base fluid, nanoparticles of three types are dispersed in the base fluid. A novel theory of non-Fourier heat transfer is used for design and development of models. The thermal performance of sample fluids is compared to determine which types of combination of nanoparticles are the best for an optimized enhancement in thermal performance of fluids. This article aims to: (i) investigate the impact of nanoparticles on thermal performance; and (ii) implement the Galerkin finite element method (GFEM) to thermal problems.

Design/methodology/approach

The mathematical models are developed using novel non-Fourier heat flux theory, conservation laws of computational fluid dynamics (CFD) and no-slip thermal boundary conditions. The models are approximated using thermal boundary layer approximations, and transformed models are solved numerically using GFEM. A grid-sensitivity test is performed. The accuracy, correction and stability of solutions is ensured. The numerical method adopted for the calculations is validated with published data. Quantities of engineering interest, i.e. wall shear stress, wall mass flow rate and wall heat flux, are calculated and examined versus emerging rheological parameters and thermal relaxation time.

Findings

The thermal relaxation time measures the ability of a fluid to restore its original thermal state, called thermal equilibrium and therefore, simulations have shown that the thermal relaxation time associated with a mono nanofluid has the most substantial effect on the temperature of fluid, whereas a ternary nanofluid has the smallest thermal relaxation time. A ternary nanofluid has a wider thermal boundary thickness in comparison with base and di- and mono nanofluids. The wall heat flux (in the case of the ternary nanofluids) has the most significant value compared with the wall shear stresses for the mono and hybrid nanofluids. The wall heat and mass fluxes have the highest values for the case of non-Fourier heat and mass diffusion compared to the case of Fourier heat and mass transfer.

Originality/value

An extensive literature review reveals that no study has considered thermal and concentration memory effects on transport mechanisms in fluids of cross-rheological liquid using novel theory of heat and mass [presented by Cattaneo (Cattaneo, 1958) and Christov (Christov, 2009)] so far. Moreover, the finite element method for coupled and nonlinear CFD problems has not been implemented so far. To the best of the authors’ knowledge for the first time, the dynamics of wall heat flow rate and mass flow rate under simultaneous effects of thermal and solute relaxation times, Ohmic dissipation and first-order chemical reactions are studied.

目的 为改善基础流体的热性能,在基础流体中分散了三种类型的纳米粒子。设计和开发模型时采用了非傅里叶传热的新理论。通过比较样本流体的热性能,确定哪种类型的纳米粒子组合最适合优化增强流体的热性能。本文旨在:(i) 研究纳米颗粒对热性能的影响;(ii) 将 Galerkin 有限元方法 (GFEM) 应用于热问题。设计/方法/途径采用新颖的非傅里叶热通量理论、计算流体动力学 (CFD) 守恒定律和无滑动热边界条件开发数学模型。模型使用热边界层近似值进行近似,并使用 GFEM 对转换后的模型进行数值求解。进行了网格敏感性测试。确保了求解的准确性、修正性和稳定性。计算所采用的数值方法与已公布的数据进行了验证。模拟结果表明,单纳米流体的热弛豫时间对流体温度的影响最大,而三元纳米流体的热弛豫时间最小。与基纳米流体、二元纳米流体和单元纳米流体相比,三元纳米流体的热边界厚度更宽。与单纳米流体和混合纳米流体的壁面剪应力相比,三元纳米流体的壁面热通量最为显著。与傅里叶传热和传质相比,非傅里叶传热和质量扩散情况下的壁面热通量和质量通量具有最高值。 原创性/价值 大量文献综述显示,迄今为止,还没有任何研究使用新颖的热量和质量理论(由 Cattaneo (Cattaneo, 1958) 和 Christov (Christov, 2009) 提出)考虑过热量和浓度记忆对跨流变液体流体中传输机制的影响。此外,迄今为止还没有针对耦合和非线性 CFD 问题的有限元方法。据作者所知,他们首次研究了在热弛豫和溶质弛豫时间、欧姆耗散和一阶化学反应的同时作用下,壁面热流率和质量流率的动态变化。
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引用次数: 0
Numerical simulation of natural convection in a differentially heated cubical cavity with solid fins 带有固体翅片的差热立方体空腔中自然对流的数值模拟
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-10 DOI: 10.1108/hff-11-2023-0698
Xuan Hoang Khoa Le, Hakan F. Öztop, Mikhail A. Sheremet

Purpose

The performance of solid fins inside a differentially heated cubical cavity is numerically studied in this paper. The main purpose of the study is to make an optimization to reach the maximum heat transfer in the enclosure having the solid fins with studied parameters.

Design/methodology/approach

The considered domain of interest is a differentially heated cube having heat-conducting solid fins placed on the heated wall while an opposite wall is a cooled one. Other walls are adiabatic. Governing equations describing natural convection in the fluid filled cube and heat conduction in solid fins have been written using non-dimensional variables such velocity and vorticity taking into account the Boussinesq approximation for the buoyancy force and ideal solid/fluid interfaces between solid fins and fluid. The formulated equations with appropriate initial and boundary conditions have been solved by the finite difference method of the second of accuracy. The developed in-house computational code has been validated using the mesh sensitivity analysis and numerical data of other authors. Analysis has been performed in a wide range of key parameters such as Rayleigh number (Ra = 104–106), non-dimensional fins length (l = 0.2–0.8), non-dimensional location of fins (d = 0.2–0.6) and number of fins (n = 1–3).

Findings

From numerical methods point of view the used non-primitive variables allows to perform numerical simulation of convective heat transfer in three-dimensional (3D) regions with two advantages, namely, excluding difficulties that can be found using vector potential functions and reducing the computational time compared to primitive variables and SIMPLE-like algorithms. From a physical point of view, it has been shown that using solid fins can intensify the heat transfer performance compared to cavities without any fins. Fins located close to the bottom wall of the cavity have a better heat transfer rate than those placed close to the upper cavity surface. At high Rayleigh numbers, increasing the fins length beyond 0.6 leads to a reduction of the average Nusselt number, and one solid fin can be used to intensify the heat transfer.

Originality/value

The present numerical study is based on hybrid approach for numerical analysis of convective heat transfer using velocity and vorticity that has some mentioned advantages. Obtained results allow intensifying the heat transfer using solid fins in 3D chambers with appropriate location and length.

目的 本文通过数值方法研究了固体翅片在差热式立方体空腔内的性能。研究的主要目的是进行优化,以便在具有所研究参数的固体翅片的外壳中实现最大传热。设计/方法/途径所考虑的相关领域是一个差热立方体,在加热壁上放置了导热固体翅片,而对面的壁是冷却壁。其他墙壁是绝热的。利用速度和涡度等非尺寸变量,并考虑到浮力的 Boussinesq 近似值以及固体翅片和流体之间的理想固体/流体界面,编写了描述充满流体的立方体中自然对流和固体翅片中热传导的控制方程。在适当的初始条件和边界条件下,采用精度为二级的有限差分法求解了所拟定的方程。利用网格敏感性分析和其他作者的数值数据,对开发的内部计算代码进行了验证。分析在很大的关键参数范围内进行,如瑞利数(Ra = 104-106)、非尺寸鳍片长度(l = 0.2-0.8)、鳍片非尺寸位置(d = 0.2-0.6)和鳍片数量(n = 1-3)。研究结果从数值方法的角度来看,使用非原始变量可以对三维(3D)区域的对流传热进行数值模拟,它有两个优点,即排除了使用矢量势函数可能会遇到的困难,以及与原始变量和类似 SIMPLE 算法相比减少了计算时间。从物理角度来看,与没有任何鳍片的空腔相比,使用固体鳍片可以提高传热性能。靠近空腔底壁的翅片比靠近空腔上表面的翅片具有更好的传热性能。在雷利数较高的情况下,增加翅片长度超过 0.6 会导致平均努塞尔特数降低,而且可以使用一个实心翅片来强化传热。获得的结果允许在三维腔体中使用具有适当位置和长度的固体翅片来强化传热。
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引用次数: 0
Physics-informed neural networks (P INNs): application categories, trends and impact 物理信息神经网络(P INNs):应用类别、趋势和影响
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-10 DOI: 10.1108/hff-09-2023-0568
Mohammad Ghalambaz, Mikhail A. Sheremet, Mohammed Arshad Khan, Zehba Raizah, Jana Shafi

Purpose

This study aims to explore the evolving field of physics-informed neural networks (PINNs) through an analysis of 996 records retrieved from the Web of Science (WoS) database from 2019 to 2022.

Design/methodology/approach

WoS database was analyzed for PINNs using an inhouse python code. The author’s collaborations, most contributing institutes, countries and journals were identified. The trends and application categories were also analyzed.

Findings

The papers were classified into seven key domains: Fluid Dynamics and computational fluid dynamics (CFD); Mechanics and Material Science; Electromagnetism and Wave Propagation; Biomedical Engineering and Biophysics; Quantum Mechanics and Physics; Renewable Energy and Power Systems; and Astrophysics and Cosmology. Fluid Dynamics and CFD emerged as the primary focus, accounting for 69.3% of total publications and witnessing exponential growth from 22 papers in 2019 to 366 in 2022. Mechanics and Material Science followed, with an impressive growth trajectory from 3 to 65 papers within the same period. The study also underscored the rising interest in PINNs across diverse fields such as Biomedical Engineering and Biophysics, and Renewable Energy and Power Systems. Furthermore, the focus of the most active countries within each application category was examined, revealing, for instance, the USA’s significant contribution to Fluid Dynamics and CFD with 319 papers and to Mechanics and Material Science with 66 papers.

Originality/value

This analysis illuminates the rapidly expanding role of PINNs in tackling complex scientific problems and highlights its potential for future research across diverse domains.

目的本研究旨在通过分析2019年至2022年从科学网(WoS)数据库中检索到的996条记录,探索不断发展的物理信息神经网络(PINNs)领域。确定了作者的合作关系、贡献最大的机构、国家和期刊。研究结果论文被分为七个关键领域:流体动力学和计算流体动力学(CFD);力学和材料科学;电磁学和波传播;生物医学工程和生物物理学;量子力学和物理学;可再生能源和电力系统;以及天体物理学和宇宙学。流体力学和 CFD 成为主要关注点,占论文总数的 69.3%,并见证了从 2019 年的 22 篇论文到 2022 年的 366 篇论文的指数级增长。机械学和材料科学紧随其后,同期论文数量从 3 篇增长到 65 篇,增长轨迹令人印象深刻。该研究还强调,人们对生物医学工程与生物物理学、可再生能源与电力系统等不同领域的 PINNs 的兴趣日益浓厚。此外,研究还对每个应用类别中最活跃的国家的重点进行了分析,例如,美国在流体动力学和 CFD 领域发表了 319 篇论文,在力学和材料科学领域发表了 66 篇论文。
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引用次数: 0
A computational predictive model for nanozyme diffusion dynamics: optimizing nanosystem performance 纳米酶扩散动力学计算预测模型:优化纳米系统性能
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-09 DOI: 10.1108/hff-02-2024-0099
Maryam Fatima, Ayesha Sohail, Youming Lei, Sadiq M. Sait, R. Ellahi

Purpose

Enzymes play a pivotal role in orchestrating essential biochemical processes and influencing various cellular activities in tissue. This paper aims to provide the process of enzyme diffusion within the tissue matrix and enhance the nano system performance by means of the effectiveness of enzymatic functions. The diffusion phenomena are also documented, providing chemical insights into the complex processes governing enzyme movement.

Design/methodology/approach

A computational analysis is used to develop and simulate an optimal control model using numerical algorithms, systematically regulating enzyme concentrations within the tissue scaffold.

Findings

The accompanying videographic footages offer detailed insights into the dynamic complexity of the system, enriching the reader’s understanding. This comprehensive exploration not only contributes valuable knowledge to the field but also advances computational analysis in tissue engineering and biomimetic systems. The work is linked to biomolecular structures and dynamics, offering a detailed understanding of how these elements influence enzymatic functions, ultimately bridging the gap between theoretical insights and practical implications.

Originality/value

A computational predictive model for nanozyme that describes the reaction diffusion dynamics process with enzyme catalysts is yet not available in existing literature.

目的酶在协调基本生化过程和影响组织中各种细胞活动方面发挥着关键作用。本文旨在提供酶在组织基质中的扩散过程,并通过酶功能的有效性来提高纳米系统的性能。本文还记录了扩散现象,从化学角度揭示了制约酶运动的复杂过程。设计/方法/途径通过计算分析,利用数值算法开发并模拟了一个优化控制模型,系统地调节了组织支架内的酶浓度。研究结果随附的视频录像详细揭示了系统的动态复杂性,丰富了读者的理解。这一全面的探索不仅为该领域贡献了宝贵的知识,还推动了组织工程和仿生系统的计算分析。这项工作与生物分子结构和动力学相关联,让人们详细了解这些元素如何影响酶的功能,最终弥合了理论见解与实际意义之间的差距。原创性/价值现有文献中还没有描述酶催化剂反应扩散动力学过程的纳米酶计算预测模型。
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引用次数: 0
Conjugate heat transfer analysis of developing region of square ducts for isothermal and isoflux boundary conditions 等温和等流边界条件下方形管道发展区的共轭传热分析
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-02 DOI: 10.1108/hff-12-2023-0742
Chithra V.P., Balaji Bakthavatchalam, Jayakumar J.S., Khairul Habib, Sambhaji Kashinath Kusekar

Purpose

This paper aims to present a comprehensive analysis of conjugate heat transfer phenomena occurring within the developing region of square ducts under both isothermal and isoflux boundary conditions. The study involves a rigorous numerical investigation, using advanced computational methods to simulate the complex heat exchange interactions between solid structures and surrounding fluid flows. The results of this analysis provide valuable insights into the heat transfer characteristics of such systems and contribute to a deeper understanding of fluid–thermal interactions in duct flows.

Design/methodology/approach

The manuscript outlines a detailed numerical methodology, combining computational fluid dynamics and finite element analysis, to accurately model the conjugate heat transfer process. This approach ensures both the thermal behaviour of the solid walls and the fluid flow dynamics are well captured.

Findings

The results presented in the manuscript reveal significant variations in heat transfer characteristics for isothermal and isoflux boundary conditions. These findings have implications for optimizing heat exchangers and enhancing thermal performance in various engineering applications.

Practical implications

The insights gained from this study have the potential to influence the design and optimization of heat exchange systems, contributing to advancements in energy efficiency and engineering practices.

Originality/value

The research introduces a novel approach to study conjugate heat transfer in square ducts, particularly focusing on the developing region. This unique perspective offers fresh insights into heat transfer mechanisms that were previously not thoroughly explored.

目的 本文旨在全面分析在等温和等流边界条件下,方形管道发展区内发生的共轭传热现象。研究采用先进的计算方法,对固体结构与周围流体流之间复杂的热交换相互作用进行了严格的数值研究。分析结果为了解此类系统的传热特性提供了有价值的见解,并有助于加深对管道流中流体-热相互作用的理解。 设计/方法/途径 手稿概述了一种详细的数值方法,该方法结合了计算流体动力学和有限元分析,可精确模拟共轭传热过程。手稿中介绍的结果显示,等温和等流边界条件下的传热特性存在显著差异。这些发现对优化热交换器和提高各种工程应用中的热性能具有重要意义。原创性/价值这项研究引入了一种新方法来研究方形管道中的共轭传热,尤其侧重于发展中地区。这种独特的视角为以前未深入探讨的传热机制提供了新的见解。
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引用次数: 0
An artificial intelligence approach for the estimation of conduction heat transfer using deep neural networks 利用深度神经网络估算传导传热的人工智能方法
IF 4.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-01 DOI: 10.1108/hff-11-2023-0678
Mohammad Edalatifar, Jana Shafi, Majdi Khalid, Manuel Baro, Mikhail A. Sheremet, Mohammad Ghalambaz

Purpose

This study aims to use deep neural networks (DNNs) to learn the conduction heat transfer physics and estimate temperature distribution images in a physical domain without using any physical model or mathematical governing equation.

Design/methodology/approach

Two novel DNNs capable of learning the conduction heat transfer physics were defined. The first DNN (U-Net autoencoder residual network [UARN]) was designed to extract local and global features simultaneously. In the second DNN, a conditional generative adversarial network (CGAN) was used to enhance the accuracy of UARN, which is referred to as CGUARN. Then, novel loss functions, introduced based on outlier errors, were used to train the DNNs.

Findings

A UARN neural network could learn the physics of heat transfer. Within a few epochs, it reached mean and outlier errors that other DNNs could never reach after many epochs. The composite outlier-mean error as a loss function showed excellent performance in training DNNs for physical images. A UARN could excellently capture local and global features of conduction heat transfer, whereas the composite error could accurately guide DNN to extract high-level information by estimating temperature distribution images.

Originality/value

This study offers a unique approach to estimating physical information, moving from traditional mathematical and physical models to machine learning approaches. Developing novel DNNs and loss functions has shown promising results, opening up new avenues in heat transfer physics and potentially other fields.

目的本研究旨在使用深度神经网络(DNN)学习传导传热物理学,并在不使用任何物理模型或数学控制方程的情况下估计物理域中的温度分布图像。第一个 DNN(U-Net 自编码器残差网络 [UARN])旨在同时提取局部和全局特征。在第二个 DNN 中,使用了条件生成对抗网络(CGAN)来提高 UARN 的准确性,称为 CGUARN。研究结果 UARN 神经网络可以学习传热物理学。UARN 神经网络可以学习传热物理学,在几个历时内就达到了平均误差和离群值误差,这是其他 DNN 经过许多历时都无法达到的。作为损失函数的离群值-均值复合误差在物理图像的 DNN 训练中表现出色。UARN 可以很好地捕捉传导传热的局部和全局特征,而复合误差则可以准确地指导 DNN 通过估计温度分布图像来提取高层次信息。 原创性/价值 这项研究为估计物理信息提供了一种独特的方法,从传统的数学和物理模型转向了机器学习方法。开发新的 DNN 和损失函数取得了令人鼓舞的成果,为传热物理学和其他潜在领域开辟了新的途径。
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引用次数: 0
期刊
International Journal of Numerical Methods for Heat & Fluid Flow
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