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Viscous dissipative transient MHD nonlinear convective slip flow of second-order with Newtonian heating on a stretching sheet 拉伸片上牛顿加热的二阶粘性耗散瞬态 MHD 非线性对流滑移流
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-06-07 DOI: 10.1002/htj.23101
R. Balamurugan

The current study explores the transient magnetohydrodynamic (MHD) flow with the interaction of quadratic convection, slip of second-order momentum, viscous dissipation, and Newtonian heating. In this setup, the governing equations become highly nonlinear. The numerical solutions are attained by utilizing an implicit type of the Crank–Nicolson technique. The primary aim of the exploration is to figure out the consequence of MHD nonlinear convection and momentum slip of second-order on the overall behavior of the system. The robust agreement is evinced by numerical computations verified against existing research. Skin friction and Nusselt number decreases for second-order slips, δ� � =� � 0� � ,� � � � 2� � ,� � � � 4� � ,� � � � 8 $delta =0,-2,-4,-8$, and −16. And for γ� � =� � 1.0 $gamma =1.0$ and δ� � =� � -� � 2.0 $delta = mbox{-} 2.0$ the temporal coefficients of friction and heat transmission attain a steady state at time t = 29.88. It is significant that nonlinear convection predominates over viscous dissipation and that nonlinear convection is influenced by magnetic fields. The results are described using plots and tables.

本研究探讨了瞬态磁流体动力学(MHD)流动与二次对流、二阶动量滑移、粘性耗散和牛顿加热的相互作用。在这种情况下,治理方程变得高度非线性。数值求解是利用隐式 Crank-Nicolson 技术实现的。探索的主要目的是找出 MHD 非线性对流和二阶动量滑移对系统整体行为的影响。通过数值计算与现有研究的验证,证明了两者的一致性。在二阶滑移(Ⅳ和-16)时,皮肤摩擦力和努塞尔特数下降。而对于 和 ,摩擦系数和传热系数在时间 t = 29.88 时达到稳定状态。值得注意的是,非线性对流优于粘性耗散,而且非线性对流受到磁场的影响。结果用图表描述。
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引用次数: 0
A fully developed viscous electrically conducting fluid through infinitely parallel porous plates 完全膨胀的粘性导电流体通过无限平行的多孔板
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-29 DOI: 10.1002/htj.23097
Mani Ramanuja, G. Muni Sarala, J. Kavitha, Srinivasulu Akasam, G. Gopi Krishna

The current article deals with the steady behavior of a fully developed viscous electrically conducting and compressible Jeffrey fluid via infinitely parallel porous vertical microchannel in the sight of a transverse magnetic field. The fluid flow problem is modeled using Napier–Stokes and energy conservation equations. To analyze the problem, the leading equations are reformulated into dimensionless forms. These dimensionless transformed equations are described by nonlinear-coupled ordinary differential equations and are eliminated utilizing the shooting method based on the fourth-order Runge–Kutta technique through the boundary conditions; this represent slip velocity and temperature-jump situations on the fluid–fence interface. The model equations are numerically solved with MATLAB's built-in routine “bvp4c.” The behavior of Jeffrey fluid is described through graphs. The significance of model parameters is scrutinized and discussed in detail through graphs. Various significant impacts are examined in these simulations, such as radiation, magnetic field and viscous dissipation. Furthermore, the essential results of this investigation are the effects illustrated graphically and discussed quantitatively concerning various influencing parameters corresponding to the magnetic parameter, interaction parameter, buoyancy parameter, Darcy parameter, wall ambient temperature ratio, and the fluid-wall relationship. We noticed that both walls are heated, that is, ξ� � =� � 1 $xi =1$ the velocity decreases with a rising Jeffrey parameter.

本文论述了在横向磁场作用下,通过无限平行多孔垂直微通道的全粘性导电可压缩杰弗里流体的稳定行为。流体流动问题采用纳皮尔-斯托克斯方程和能量守恒方程建模。为了分析该问题,前导方程被重新表述为无量纲形式。这些无量纲变换方程由非线性耦合常微分方程描述,并利用基于四阶 Runge-Kutta 技术的射击法通过边界条件消除;这代表了流体-栅栏界面上的滑移速度和温度跳跃情况。模型方程使用 MATLAB 内置例程 "bvp4c "进行数值求解。杰弗里流体的行为通过图表进行描述。通过图表详细研究和讨论了模型参数的重要性。在这些模拟中研究了各种重要影响,如辐射、磁场和粘性耗散。此外,本次研究的重要结果是对各种影响参数的效果进行了图解和定量讨论,这些参数包括磁参数、相互作用参数、浮力参数、达西参数、壁面环境温度比以及流体与壁面的关系。我们注意到,两壁都被加热,即ξ = 1 $xi =1$时,速度会随着杰弗里参数的上升而降低。
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引用次数: 0
The influence of injection pressure and exhaust gas recirculation on a VCR engine fueled by microalgae biodiesel 喷射压力和废气再循环对以微藻类生物柴油为燃料的 VCR 发动机的影响
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-27 DOI: 10.1002/htj.23075
S. D. Galande, D. R. Pangavhane, K. B. Deshmukh

Biodiesel has been chosen as a decent alternative to diesel in the context of establishing environmentally pleasant conditions and saving petroleum-based resources for future generations. It is well-established that biodiesel-powered diesel engines may achieve outcomes equivalent to those of diesel engines. The current investigation was conducted to study the effect of injection pressure (190, 210, and 230 bar) and exhaust gas recirculation (EGR) (5%, 10%, and 15%) on a single-cylinder variable compression ratio (VCR) diesel engine running using a B20 (20% MB + 80% PD) blend of microalgae biodiesel (MABD). This experiment was conducted in two stages. During the first stage of experimentation, the efficiency and emission characteristics of a diesel engine with a B20 blend of MABD at various fuel injection pressures and fresh air were investigated. During the second phase, fresh air was mixed with 5%, 10%, and 15% exhaust gases, and the experiment was conducted. It was discovered that increasing injection pressure to 230 bar provided considerable improvements. Brake thermal efficiency increased by 2.35%, brake-specific fuel consumption decreased by 3.57% and pollutants such as carbon monoxide (CO), hydrocarbon, and smoke were reduced by more than 50% compared to conventional diesel. These reductions were similarly significant (over 22%) as compared to the B20 blend at lower injection pressure (210 bar). However, there was a slight trade-off: nitrogen oxide (NOx) emissions increased partially (3.14%), while exhaust gas temperature (EGT) increased by 1.72% at a higher pressure. The study then investigated the influence of EGR (5%, 10%, and 15%) at various injection pressures. The optimal value seems to be 10% EGR at 230 bar injection pressure. This combination substantially reduced NOx emissions (by over 41% compared to the normal B20 blend) and EGT (by more than 8%), while having no notable effect on other performance or emission variables. Overall, the results show that employing a B20 MABD blend with high injection pressure (230 bar) and moderate EGR (10%) improves engine performance while reducing hazardous emissions.

生物柴油被选为柴油的理想替代品,其目的是为子孙后代创造良好的环境条件和节约石油资源。以生物柴油为动力的柴油发动机可以达到与柴油发动机同等的效果,这一点已经得到证实。目前的调查旨在研究喷射压力(190、210 和 230 巴)和废气再循环(EGR)(5%、10% 和 15%)对使用 B20(20% MB + 80% PD)微藻生物柴油(MABD)混合燃料的单缸可变压缩比(VCR)柴油发动机的影响。该实验分两个阶段进行。在第一阶段实验中,研究了柴油发动机在不同燃油喷射压力和新鲜空气条件下使用 B20 混合微藻生物柴油的效率和排放特性。在第二阶段,新鲜空气与 5% 、10% 和 15% 的废气混合后进行实验。实验发现,将喷射压力提高到 230 巴后,情况有了明显改善。与传统柴油相比,制动热效率提高了 2.35%,制动油耗降低了 3.57%,一氧化碳 (CO)、碳氢化合物和烟雾等污染物减少了 50%以上。与喷射压力较低(210 巴)的 B20 混合燃料相比,这些降低同样显著(超过 22%)。不过,也有一些小的折衷:氮氧化物(NOx)排放量部分增加(3.14%),而废气温度(EGT)在较高压力下增加了 1.72%。研究随后调查了不同喷射压力下 EGR(5%、10% 和 15%)的影响。最佳值似乎是在 230 巴喷射压力下的 10%EGR。这种组合大大降低了氮氧化物排放量(与普通 B20 混合燃料相比降低了 41% 以上)和 EGT(降低了 8% 以上),同时对其他性能或排放变量没有明显影响。总之,研究结果表明,采用高喷射压力(230 巴)和适度 EGR(10%)的 B20 MABD 混合燃料可提高发动机性能,同时减少有害气体排放。
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引用次数: 0
Numerical study of the parameters of a fractional derivative blood flow model in the context of superdiffusive heat transfer 超扩散传热背景下分数导数血流模型参数的数值研究
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-27 DOI: 10.1002/htj.23078
P. A. Ndjawa Yomi, C. D. Bansi Kamdem, F. Nguepjouo Tchoungang, A. Mohamadou
<p>This paper explores the impact of temperature on the fractionalization of magnetic nanoparticles in blood, coupled with vibratory motion influenced by rotation. The distribution systems exhibit heightened diffusivity, explored numerically through the finite difference method and the <span></span><math> <semantics> <mrow> <mrow> <msub> <mi>L</mi> <mn>1</mn> </msub> </mrow> </mrow> <annotation> ${L}_{1}$</annotation> </semantics></math> algorithm. The temperature distribution robustly responds to elevated fractional parameters, indicating a critical threshold. The study achieves a comprehensive understanding of temperature and velocity evolution in different tube zones. In comparison, single-walled carbon nanotubes surpass multiple-walled carbon nanotubes in distributions, while CuO nanoparticles demonstrate larger distributions at an average fractional-order parameter of <span></span><math> <semantics> <mrow> <mrow> <mi>α</mi> <mo>=</mo> <mn>0.5</mn> </mrow> </mrow> <annotation> $alpha =0.5$</annotation> </semantics></math>. In the observed growth region at <span></span><math> <semantics> <mrow> <mrow> <mi>α</mi> <mo>=</mo> <mn>0.73</mn> <mo>,</mo> <msub> <mtext>Fe</mtext> <mn>2</mn> </msub> <msub> <mi>O</mi> <mn>3</mn> </msub> </mrow> </mrow> <annotation> $alpha =0.73,{text{Fe}}_{2}{{rm{O}}}_{3}$</annotation> </semantics></math> and <span></span><math> <semantics> <mrow> <mrow> <msub> <mtext>TiO</mtext> <mn>2</mn> </msub> </mrow> </mrow> <annotation> ${text{TiO}}_{2}$</annotation> </semantics></math> exhibit noteworthy temperature distributions, highlighting the fractional derivative's impact in highly diffusive models with nanoparticles. It is also noted that in this region, the temperature distribution tends to decrease for all the parameters and values examined, particularly at a lo
本文探讨了温度对血液中磁性纳米粒子分化的影响,以及受旋转影响的振动运动。通过有限差分法和 L 1 ${L}_{1}$ 算法对分布系统表现出的高度扩散性进行了数值探索。温度分布对升高的分数参数做出了稳健的响应,表明存在临界阈值。该研究全面了解了不同管区的温度和速度演变。相比之下,单壁碳纳米管的分布超过了多壁碳纳米管,而氧化铜纳米粒子在平均分数阶参数为 α = 0.5 $alpha =0.5$ 时的分布更大。在 α = 0.73 时的观察生长区域,Fe 2 O 3 $alpha =0.73,{text{Fe}}_{2}{{rm{O}}}_{3}$ 和 TiO 2 ${text{TiO}}_{2}$ 显示出值得注意的温度分布,突出了分数导数在纳米粒子高度扩散模型中的影响。我们还注意到,在这一区域,所有考察的参数和数值的温度分布都趋于减小,特别是在低雷诺数(R e = 0.5 ${R}_{e}=0.5$ )时。然而,纳米粒子的引入加速了各个观察区域的过程和分布。此外,每个纳米粒子的加速行为可根据其球形度进行调节。该研究涵盖了受控旋转的分数阶的所有方面,揭示了磁化纳米粒子在血液动力学中的作用,强调了临界区的重要性,在该临界区,某些物理化学特性被破坏,可能导致细胞紊乱,以及涡流的流体动力学效应。这一观点对于解决振动诱发的组织病变(如凝固的情况)以及利用纳米元素锁定致癌区域至关重要。
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引用次数: 0
Modeling of magnetohydrodynamic free convection in an enclosure having elliptical sinks using lattice Boltzmann method 使用晶格玻尔兹曼法模拟具有椭圆形水槽的外壳中的磁流体自由对流
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-27 DOI: 10.1002/htj.23074
Chaabane Raoudha

This paper adopted the Lattice Boltzmann Method (LBM) to compute a two-dimensional incompressible convective flow field with two isothermal elliptical sinks attached vertically to the horizontal bottom north side of the enclosure, which is subjected to a horizontal magnetic field. The attained results show that LBM can effectively capture vortex shedding structures and other features inside such complex flow. Also, the Hartmann numbers with a panoply of heated sinks location were studied, and the results showed that fluid flow and heat transfer rate depend on the Hartmann number and are greatly influenced by the heated sinks positions. The effect of the Prandtl number on the average Nusselt number is also highlighted.

本文采用晶格玻尔兹曼法(LBM)计算了一个二维不可压缩对流流场,该流场有两个等温椭圆形水槽垂直附着在水平磁场作用下的围壳底部北侧。研究结果表明,LBM 可以有效捕捉这种复杂流动内部的涡流脱落结构和其他特征。研究结果表明,流体流动和传热速率与哈特曼数有关,并受到受热水槽位置的很大影响。此外,还强调了普朗特数对平均努塞尔特数的影响。
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引用次数: 0
Optimizing electrical and thermal performance in AlGaN/GaN HEMT devices using dual-metal gate technology 利用双金属栅极技术优化 AlGaN/GaN HEMT 器件的电气和热性能
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-27 DOI: 10.1002/htj.23099
Preethi Elizabeth Iype, V Suresh Babu, Geenu Paul

The investigation of aluminum gallium nitride/gallium nitride high electron mobility transistor (AlGaN/GaN HEMT) devices with a dual-metal gate (DMG) structure encompasses both electrical and thermal characteristics. As efforts to enhance heat dissipation progress, there is a concurrent exploration of novel semiconductor materials boasting high thermal conductivity, like boron arsenide and phosphide. Combining these materials into a model and measuring their interface achieves efficient energy transport. Minimizing the self-heating impact in AlGaN/GaN HEMTs is essential for enhancing device efficiency. This research exposes the heterogenous combination of boron arsenide and phosphide cooling substrates with metals, GaN semiconductors and HEMT. In this research, the autoencoder deep neural network techniques in GaN HEMT for self-heat reduction is driven by the ability to effectively analyze and model the thermal behavior of the device. Autoencoders learn complex relationships within temperature data and identify patterns associated with self-heating. By leveraging these learned representations, the deep neural network optimizes control strategies to mitigate self-heating effects in GaN HEMT devices, ultimately contributing to improved thermal management and enhanced overall performance. In this research, the use of genetic algorithms in GaN HEMT aims to optimize device parameters systematically, to minimize self-heating effects and enhance overall thermal performance. The structure also enhances electron mobility within the channel. Results show DMG structures, exhibiting higher saturation output currents and transconductance despite self-heating. The DMG exhibits a maximum gm value of 0.164 S/mm, which is 10% higher significantly enhancing GaN-based HEMTs for improved reliability and efficiency in various applications.

对具有双金属栅极(DMG)结构的氮化铝镓/氮化镓高电子迁移率晶体管(AlGaN/GaN HEMT)器件的研究包括电气和热特性两个方面。随着加强散热的努力取得进展,人们同时也在探索具有高热导率的新型半导体材料,如砷化硼和磷化物。将这些材料结合到一个模型中并测量它们的界面,可以实现高效的能量传输。将 AlGaN/GaN HEMT 的自热影响降至最低对提高器件效率至关重要。这项研究揭示了砷化硼和磷化物冷却衬底与金属、氮化镓半导体和 HEMT 的异质组合。在这项研究中,自动编码器深度神经网络技术在 GaN HEMT 中用于降低自热量的驱动力来自于对器件热行为进行有效分析和建模的能力。自动编码器可学习温度数据中的复杂关系,并识别与自热相关的模式。利用这些学习到的表征,深度神经网络可以优化控制策略,减轻 GaN HEMT 器件的自热效应,最终改善热管理并提高整体性能。在这项研究中,遗传算法在氮化镓 HEMT 中的应用旨在系统地优化器件参数,从而最大限度地降低自热效应,提高整体热性能。这种结构还能提高沟道内的电子迁移率。结果表明,尽管存在自热,DMG 结构仍能表现出更高的饱和输出电流和跨导。DMG 的最大 gm 值为 0.164 S/mm,高出 10%,显著增强了基于氮化镓的 HEMT,从而提高了各种应用的可靠性和效率。
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引用次数: 0
Impact of variable viscosity, thermal conductivity, and Soret–Dufour effects on MHD radiative heat transfer in thin reactive liquid films past an unsteady permeable expandable sheet 粘度、热传导率和 Soret-Dufour 效应的变化对经过非稳定渗透性可膨胀薄片的反应性薄液膜的 MHD 辐射传热的影响
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-27 DOI: 10.1002/htj.23096
Dulal Pal, Prasenjit Saha
<p>Significance of magnetohydrodynamic effect on a viscous (temperature-dependent) and chemically reactive thin fluid film flow past an unsteady permeable stretchable plate with Soret–Dufour effects, nonlinear thermal radiative, and suction under the action of a convective type of boundary condition is analyzed. The problem consists of nonlinear governing basic equations that are highly nonlinear due to the existence of nonlinear thermal radiative terms in the energy equation. Analytical solutions are challenging to achieve for such types of problems, so a numerical scheme adopts the numerical solution. Computed solutions indicate that decreasing the Dufour number (and simultaneously increasing the Soret number) enhances heat flux, whereas the reverse trend is estimated for the concentration gradient field. The influence of magnetization indicates a decrement in the thin liquid film velocity distribution, whereas an increment is observed in temperature and solutal gradient profiles. Further, an enhancement in thermoradiative values focuses on decreasing the heat flux profiles, whereas a decreasing trend is determined in the solutal gradient by incrementing the Schmidt number. The variations of the velocity field, temperature, and concentration gradients are shown for the unsteady parameter <span></span><math> <semantics> <mrow> <mrow> <mi>S</mi> </mrow> </mrow> <annotation> $S$</annotation> </semantics></math> lying in the range [0.8, 1.4]. Similarly, the range of different parameters utilized are <span></span><math> <semantics> <mrow> <mrow> <msub> <mi>θ</mi> <mi>r</mi> </msub> </mrow> </mrow> <annotation> ${theta }_{r}$</annotation> </semantics></math> [0.0, 1.0], <span></span><math> <semantics> <mrow> <mrow> <mi>N</mi> <mi>r</mi> </mrow> </mrow> <annotation> $Nr$</annotation> </semantics></math> [0.0, 2.0], <span></span><math> <semantics> <mrow> <mrow> <mi>P</mi> <mi>r</mi> </mrow> </mrow> <annotation> $Pr$</annotation> </semantics></math> [0.8, 1.5], <span></span><math> <semantics> <mrow> <mrow> <mi>S</mi> <mi>c</mi> </mrow> </mrow> <annotation> $Sc$</annotation> </semantics></math> [0.5, 2.0], <span></spa
在对流型边界条件的作用下,分析了磁流体动力学效应对流经具有 Soret-Dufour 效应、非线性热辐射和吸力的非稳定渗透可拉伸板的粘性(温度相关)和化学反应性薄膜流体流动的影响。由于能量方程中存在非线性热辐射项,该问题由高度非线性的非线性控制基本方程组成。对于这类问题,分析求解具有挑战性,因此采用了数值求解方案。计算解表明,减小杜富尔数(同时增大索雷特数)会增强热通量,而浓度梯度场的估计趋势则相反。磁化的影响表明,薄液膜速度分布减小,而温度和溶质梯度分布增大。此外,热辐射值的增加会导致热通量曲线的减小,而通过增加施密特数则可确定溶质梯度的减小趋势。图中显示了非稳态参数 S $S$ 在 [0.8, 1.4] 范围内的速度场、温度和浓度梯度的变化。同样,使用的不同参数范围为:θ r ${theta }_{r}$ [0.0, 1.0]、N r $Nr$ [0.0, 2.0]、P r $Pr$ [0.8, 1.5]、S c $Sc$ [0.5, 2.0]、B * ${B}^{* }$ [0.0, 1.0]、k 1 ${k}_{1}$ [0.2, 3.0]、f w ${f}_{w}$ [1.0, 2.0]、M $M$ [0.0, 3.0]、D u $Du$ [0.4, 1.0]和 S r $Sr$ [0.4, 1.0]。本研究的新颖之处在于分析了复杂的流体动力学现象及其对各种工业流程和工程应用的影响,包括涂层工艺、热交换器、微流体技术和生物医学工程。从研究中获得的见解有助于在这些领域开展更高效、更创新的研究。此外,我们还在一些特殊情况下将目前的结果与文献中的结果进行了比较,发现它们非常一致。
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引用次数: 0
Magnetic impacts on double diffusion of a non-Newtonian NEPCM in a grooved cavity: ANN model with ISPH simulations 磁场对槽腔内非牛顿 NEPCM 双扩散的影响:ANN 模型与 ISPH 模拟
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-27 DOI: 10.1002/htj.23086
Noura Alsedias, Abdelraheem M. Aly
<p>Employing phase change materials (PCMs) offers the advantage of storing and releasing thermal energy while ensuring temperature stability. This characteristic makes PCMs valuable for reducing energy usage across various industrial applications. To explore the magnetic effects on double diffusion of a non-Newtonian nano-encapsulated phase change material (NEPCM) in a grooved cavity, the present study combined the incompressible smoothed particle hydrodynamics (ISPH) approach with an artificial neural network (ANN) model. The grooved shape is made up of three constructed grooves: triangular, curved, and rectangular grooves. In the cavity's walls, three segments of boundaries are considered as <span></span><math> <semantics> <mrow> <mrow> <msub> <mi>Γ</mi> <mi>a</mi> </msub> </mrow> </mrow> <annotation> ${{rm{Gamma }}}_{a}$</annotation> </semantics></math> <span></span><math> <semantics> <mrow> <mrow> <mo>(</mo> <mi>T</mi> <mo>=</mo> <msub> <mi>T</mi> <mi>h</mi> </msub> <mo>,</mo> <mi>C</mi> <mo>=</mo> <msub> <mi>C</mi> <mi>h</mi> </msub> <mo>)</mo> </mrow> </mrow> <annotation> $(T={T}_{h},C={C}_{h})$</annotation> </semantics></math>, <span></span><math> <semantics> <mrow> <mrow> <msub> <mi>Γ</mi> <mi>b</mi> </msub> </mrow> </mrow> <annotation> ${{rm{Gamma }}}_{b}$</annotation> </semantics></math> <span></span><math> <semantics> <mrow> <mrow> <mo>(</mo> <mi>T</mi> <mo>=</mo> <msub> <mi>T</mi> <mi>c</mi> </msub> <mo>,</mo> <mi>C</mi> <mo>=</mo>
相关参数包括分时导数 α $alpha $、幂律指数 n $n$、瑞利数 Ra ${Ra}$ 、哈特曼数 Ha ${Ha}$ 、索雷特-杜富尔数 (Sr 和 Du) 以及路易斯数 Le。模拟结果表明,不同的边界条件对改变槽腔中的速度场、热容比、温度和浓度具有重要意义。分数参数 α $alpha $ 加快了从不稳定性到稳定状态的转变。n $n$ 从 1.1 增加到 1.5 会导致速度最大值下降 44.5%。由于磁场的洛伦兹效应,Ha ${Ha}$ 从 0 增加到 50 会使最大速度降低 20.9%。
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引用次数: 0
Rapid heat source layout optimization in three-dimensional integrated circuits using artificial neural network reduced-order model in combination with Bayesian optimization 利用人工神经网络降阶模型与贝叶斯优化相结合,快速优化三维集成电路中的热源布局
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-27 DOI: 10.1002/htj.23095
Haitao Zhang, Jianhao Song, Xixin Rao, Huizhong Liu, Chengdi Xiao

In this study, an efficient optimization framework was developed to determine the parameters of through-silicon vias and the layout of heat sources in three-dimensional integrated circuits (3D ICs), employing an artificial neural network (ANN) reduced-order model in conjunction with a Bayesian optimization (BO) algorithm. The proposed method effectively predicts the temperature distribution in 3D ICs and refines their thermal parameters, offering solutions to thermal management challenges. Latin hypercube sampling was utilized for data sampling, enhancing the previously established rapid thermal analysis method through parameterization of heat source locations. The temperature distribution data for varying hotspot locations in 3D ICs were fitted using an appropriately defined objective function, leading to the development of a reduced-order ANN model that accelerates temperature prediction. The computational results demonstrate that the neural network model exhibits a deviation in predicted values of less than 2%, and the coefficient of determination R2 approximately 0.93, underscoring high predictive accuracy. Additionally, the optimization outcomes and the efficiency of the selected BO algorithm were thoroughly evaluated. Notably, the BO algorithm achieved the global optimum in just 4.07 s across 250 iterations, demonstrating an effective power distribution strategy for the 3D ICs model.

本研究采用人工神经网络(ANN)降阶模型和贝叶斯优化(BO)算法,开发了一种高效的优化框架,用于确定三维集成电路(3D IC)中硅通孔的参数和热源的布局。所提出的方法能有效预测三维集成电路的温度分布,并完善其热参数,从而为热管理难题提供解决方案。数据采样采用了拉丁超立方采样法,通过热源位置参数化增强了先前建立的快速热分析方法。使用适当定义的目标函数拟合三维集成电路中不同热点位置的温度分布数据,从而开发出一种可加速温度预测的降阶 ANN 模型。计算结果表明,神经网络模型的预测值偏差小于 2%,判定系数 R2 约为 0.93,显示了较高的预测精度。此外,还对所选 BO 算法的优化结果和效率进行了全面评估。值得注意的是,在 250 次迭代中,BO 算法仅用了 4.07 秒就达到了全局最优,证明了针对 3D 集成电路模型的有效功率分配策略。
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引用次数: 0
3E analyses of different blend fuels in an internal combustion engine 内燃机中不同混合燃料的 3E 分析
IF 2.8 Q2 THERMODYNAMICS Pub Date : 2024-05-27 DOI: 10.1002/htj.23098
Elisângela Martins Leal, Wiliam Nascimento Silva

In response to the escalating emphasis on sustainability across diverse sectors, this study addresses the imperative to combat environmental degradation through conscientious development. The primary focus is on assessing the feasibility of replacing fossil fuels with renewable alternatives in internal combustion engines (ICEs) equipped with direct fuel injection. The research employs energy and exergy analyses, coupled with economic analysis, to comprehensively evaluate the performance of fuels and blends. Applying the Lotus Engine software, computational analyses are conducted, taking into account the specific geometry of the engine. Simulations explore different λ-factors to identify optimal performance configurations for each fuel or blend. Noteworthy outcomes reveal that blends featuring green hydrogen yield remarkable improvements, showing high torque (max. +11.5%), power (max. +14.35%), thermal efficiency (max. +3%), and exergy efficiency (max. +21.56%). These blends also demonstrate reduced operating costs (max. −10%), although with higher exergy losses, indicating areas for potential enhancement. Conversely, fuels containing ethanol show intermediate values between the blends and pure fuels. Consequently, this study effectively establishes the significance of these fuels in ICEs, supported by comprehensive energy, exergy, and economic analyses. The findings underscore the promising potential of renewable fuels as viable alternatives to fossil fuels, marking a substantial stride towards sustainable energy solutions and environmental preservation.

随着各行各业对可持续发展的重视程度不断提高,本研究探讨了通过良性发展应对环境退化的必要性。研究的主要重点是评估在配备燃油直喷装置的内燃机(ICE)中用可再生替代品替代化石燃料的可行性。研究采用能量和放能分析以及经济分析,全面评估燃料和混合燃料的性能。应用 Lotus Engine 软件进行计算分析时,考虑到了发动机的具体几何形状。模拟探索了不同的 λ 因素,以确定每种燃料或混合燃料的最佳性能配置。值得注意的结果显示,以绿色氢气为特征的混合燃料性能显著提高,显示出高扭矩(最大 +11.5%)、高功率(最大 +14.35%)、高热效率(最大 +3%)和高能效(最大 +21.56%)。这些混合燃料还能降低运营成本(最大 -10%),但放能损失较高,这表明在某些方面还有提高的潜力。相反,含有乙醇的燃料则显示出介于混合燃料和纯燃料之间的数值。因此,这项研究通过全面的能量、放能和经济分析,有效地确定了这些燃料在内燃机中的重要性。研究结果强调了可再生燃料作为化石燃料可行替代品的巨大潜力,标志着向可持续能源解决方案和环境保护迈出了一大步。
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引用次数: 0
期刊
Heat Transfer
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