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Predicting energy transfer to the workpiece in wire electrical discharge machining using inverse heat transfer technique 利用反热传导技术预测线材放电加工中向工件的能量传递
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-08-06 DOI: 10.1007/s00231-024-03505-9
Parth Sathavara, Ajit Kumar Parwani, Paritosh Chaudhuri

In the context of wire electrical discharge machining (WEDM), determining the fraction of thermal energy transferred to the workpiece (fc) is crucial for numerical modelling. This information is necessary to anticipate material removal mechanisms and understand thermal behaviour. In this study, two metaphor-less Rao algorithms are modified to solve the inverse heat conduction problem (IHCP) for the estimation of fc during the WEDM process without knowing any prior information on the transient functional form of fc. These two algorithms are compared in terms of accuracy and convergence speed. The Rao-1 algorithm stands out with high accuracy and rapid convergence. To evaluate the algorithm applicability in estimating fc, the following cases are considered: (1) a numerical investigation with artificial Gaussian error in simulated temperature readings and (2) a real-time experiment on WEDM setup with varying discharge currents. The RMS error between the actual and estimated value of fc with SS-304 material during numerical investigation is found to be 562 W/m which is just 0.008 times of heat source. Real-time experiments reveal that the discharge current is directly proportional to the total energy supplied by the wire as well as fc. The fc values estimated by the proposed inverse algorithm with various discharge currents fall within the range of 15–18%, aligning with the existing literature. This shows the proposed methodology is accurate and can be extended to incorporate other machining processes.

在线切割加工(WEDM)中,确定转移到工件上的热能分量(fc)对数值建模至关重要。这一信息对于预测材料去除机制和理解热行为非常必要。本研究修改了两种无隐喻 Rao 算法,用于解决反热传导问题 (IHCP),以估算线切割加工过程中的 fc,而无需事先了解 fc 的瞬态函数形式。这两种算法在精度和收敛速度方面进行了比较。Rao-1 算法以其高精度和快速收敛而脱颖而出。为了评估该算法在估算 fc 时的适用性,我们考虑了以下情况:(1) 模拟温度读数中存在人工高斯误差的数值研究;(2) 在放电电流变化的 WEDM 设置上进行实时实验。数值研究发现,SS-304 材料的 fc 实际值与估计值之间的均方根误差为 562 W/m,仅为热源的 0.008 倍。实时实验表明,放电电流与导线提供的总能量以及 fc 成正比。根据不同的放电电流,所提出的反算法估算出的 fc 值在 15-18% 的范围内,与现有文献一致。这表明所提出的方法是准确的,并且可以扩展到其他加工过程。
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引用次数: 0
Numerical investigation of the heating efficiency of CO2 heat pump water heater system in cold environments 寒冷环境下二氧化碳热泵热水器系统加热效率的数值研究
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-08-05 DOI: 10.1007/s00231-024-03508-6
Jiazhen He, Shuhong Li

This paper introduces a novel a CO2 mechanical subcooling heat pump water heater (MSHPWH) to improve the heating performance in low temperatures. By utilizing a mechanical subcooling (MS) cycle, additional heat is supplied to cooling water, improving system efficiency. The study evaluates the heating COP (COPh), power consumption and temperature of hot water under various steady-state operating conditions. Results indicate that the COPh of the MSHPWH increases by 44% to 57% compared to conventional HPWH as ambient temperatures range from -25 ℃ to -5 ℃. The MS cycle proves beneficial, with a subcooling range of 4 ℃ to 20 ℃. Adjusting the refrigerant mass flow rate ratio enhances heating output and hot water temperature. Changes in the mass flow rate ratio impact COPh and the temperature of hot water concurrently. This research highlights the innovative MS cycle’s significant role in enhancing CO2 heat pump water heater performance in cold climates, showcasing its potential as an eco-friendly and efficient heating solution.

本文介绍了一种新型二氧化碳机械过冷热泵热水器(MSHPWH),以改善低温下的加热性能。通过利用机械过冷(MS)循环,可为冷却水提供额外热量,从而提高系统效率。研究评估了各种稳态运行条件下的加热 COP(COPh)、功耗和热水温度。结果表明,当环境温度在 -25 ℃ 至 -5 ℃ 之间时,MSHPWH 的 COPh 比传统 HPWH 增加了 44% 至 57%。MS 循环的过冷度范围为 4 ℃ 至 20 ℃,证明是有益的。调整制冷剂质量流量比可提高制热量和热水温度。质量流量比的变化会同时影响 COPh 和热水温度。这项研究强调了创新的 MS 循环在提高二氧化碳热泵热水器在寒冷气候条件下的性能方面所发挥的重要作用,展示了其作为一种环保、高效的供热解决方案的潜力。
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引用次数: 0
Investigation of the radial uniform and variable inflow profiles to improve production in the perforated horizontal wellbore 研究径向均匀和可变流入剖面,提高穿孔水平井筒的产量
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-08-02 DOI: 10.1007/s00231-024-03503-x
Hasanain J. Kareem, Hasril Hasini, Mohammed A. Abdulwahid

This study delved into the efficacy of enhanced oil production (EOP) within perforated horizontal wellbores across diverse flow profiles. The authors implemented five distinct configurations, encompassing uniform radial air injection (profile 1) and variable radial air injection (profiles 2–5), with a particular emphasis on the concomitant production of liquid and air phases. Additionally, the study examined the frictional behavior along the perforated wellbore. Liquid production was demonstrably amplified throughout the bubble, plug, and slug flow regimes; however, a decline was observed in the stratified, stratified transition, and stratified wave flow regimes. Notably, the liquid product exhibited a direct correlation with both the mixture flow rate and its associated Reynolds number, signifying an increase with holdup and a decrease with void fraction. Conversely, air production displayed a positive association with a higher air flow rate. Overall, profiles 2 and 4 yielded the most favorable production during the bubble, plug, slug, and stratified flow regimes. In contrast, profile 3 emerged as the optimal configuration for the stratified transition and stratified wave flow regimes. The friction factor remained relatively constant with profile 1, experienced a reduction in profile 2, and exhibited an escalation in profile 3. Additionally, it increased in the middle of profile 4 and decreased at the center of the perforated section in profile 5. The friction factor behavior of profile 1 remained stable and smooth due to the invariant air flow rate throughout the perforated section. Conversely, some fluctuation was observed in profile 2 due to the inherent variability of the radial air injection along the perforated section. Importantly, the experimental and numerical results demonstrated satisfactory agreement across all flow patterns, with some minor discrepancies noted in the static pressure drop behavior during the bubble, dispersed bubble, and slug flow regimes.

这项研究深入探讨了不同流动剖面的射孔水平井井筒内强化采油(EOP)的功效。作者采用了五种不同的配置,包括均匀径向注气(剖面 1)和可变径向注气(剖面 2-5),特别强调了液相和气相的同时生产。此外,研究还考察了穿孔井筒沿线的摩擦行为。在气泡流、堵塞流和射流的整个过程中,液体产量明显增加;但在分层流、分层过渡流和分层波浪流过程中,液体产量有所下降。值得注意的是,液体产物与混合物流速及其相关的雷诺数都有直接关系,这表明滞留率会增加,而空隙率会降低。相反,空气产生量与较高的空气流速呈正相关。总体而言,在气泡、堵塞、蛞蝓和分层流动状态下,剖面 2 和剖面 4 的产气量最高。相比之下,剖面 3 是分层过渡和分层波浪流状态下的最佳配置。在剖面 1 中,摩擦因数保持相对稳定,在剖面 2 中有所下降,而在剖面 3 中则呈上升趋势。此外,在剖面 4 的中部,摩擦因数有所上升,而在剖面 5 的穿孔部分中心,摩擦因数有所下降。由于整个穿孔段的空气流速不变,剖面 1 的摩擦因数行为保持稳定和平滑。相反,在剖面 2 中,由于沿穿孔段径向注入空气的固有变化,摩擦因数出现了一些波动。重要的是,实验结果和数值结果在所有流动模式下都显示出令人满意的一致性,只是在气泡、分散气泡和蛞蝓流动状态下的静压降行为存在一些微小差异。
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引用次数: 0
Dual scale porous medium model of lung congestion caused by tuberculosis 肺结核引起肺充血的双尺度多孔介质模型
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-07-31 DOI: 10.1007/s00231-024-03504-w
Aarthi Thangavelu, Arunn Narasimhan

Pulmonary tuberculosis is a chronic respiratory disease and lung infection that can be fatal if left untreated, as severe cases lead to compromised oxygen exchange at the alveolar level. This study uses a dual-scale porous medium model and computational methods to understand the nature of tuberculosis infection spread within the lungs and its effects on the alveolar oxygen exchange. The entire lung is modelled as a global, equivalent, heterogeneous porous medium comprising three zones with varying permeabilities that correspond to 23 generations of airflow branches. Airflow during each breathing cycle is simulated by solving transient mass and momentum transfer equations across the three zones of the global model. A separate local model is invoked in zone 3, to analyse oxygen exchange between the alveolar airflow and incoming capillary blood via mass transfer equations. The transient mass exchange equations are solved in the local model to yield the percentage of oxygen transferred to the blood. Tuberculosis spread – and hence, the congestion of the lung – is introduced by modifying the permeability and porosity of the global porous medium model. The impact of infection on the overall bloodstream oxygen content is evaluated by concurrent use of the global and local models. For the case with sudden reduction in immunity, severe infection condition is observed at (varvec{86%}) of the total infection spreading time and at (varvec{75%}) for the case with gradual reduction in immunity. For (varvec{40%}) increase in immunity beyond the (varvec{50% Gamma }) stage, it is observed from the simulations that the severe infection situation is completely avoided, preventing any further tuberculosis spread.

肺结核是一种慢性呼吸道疾病和肺部感染,如果不及时治疗,严重者会导致肺泡氧交换受损,从而致命。本研究采用双尺度多孔介质模型和计算方法来了解肺结核感染在肺内传播的性质及其对肺泡氧交换的影响。整个肺部被模拟为一个整体、等效、异质多孔介质,包括三个不同渗透率的区域,对应 23 代气流分支。通过求解全局模型三个区域的瞬态质量和动量传递方程,模拟每个呼吸周期中的气流。在第 3 区还调用了一个单独的局部模型,通过质量传递方程分析肺泡气流与进入的毛细血管血液之间的氧气交换。瞬态质量交换方程在局部模型中求解,以得出转移到血液中的氧气百分比。通过修改全局多孔介质模型的渗透性和孔隙率,可引入肺结核的扩散,进而导致肺部充血。通过同时使用全局模型和局部模型来评估感染对整个血液含氧量的影响。对于免疫力突然下降的情况,在总感染传播时间的 (varvec{86/%}/)处观察到严重感染情况,而对于免疫力逐渐下降的情况,在 (varvec{75/%}/)处观察到严重感染情况。对于免疫力增加超过(50%)阶段,从模拟中可以观察到,严重感染的情况被完全避免,阻止了结核病的进一步传播。
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引用次数: 0
Effects of magnetic field on CO2 hydrate phase equilibrium 磁场对二氧化碳水合物相平衡的影响
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-07-30 DOI: 10.1007/s00231-024-03506-8
Shicai Sun, Junhao Cui, Linlin Gu, Wanxin Tian, Yanmin Li, Yonghao Yin

The conditions and influencing factors of hydrate formation is significant for hydrate technology. Combining with the existing literatures and the experimental data of this work, the phase equilibrium of CO2 hydrate in (NaCl/CaCl2/MgCl2) ionic solutions, pure water-sediment system and (NaCl/CaCl2/MgCl2) ionic solution-sediment systems under the static magnetic field (0.39 T) was studied. Moreover, the effect mechanism of magnetic field on hydrate phase equilibrium in different systems was analyzed in terms of intermolecular interaction. Under the same pressure, the magnetic field increased the phase equilibrium temperature of CO2 hydrate by 2.0–2.8 K in the three ionic solutions, which improved the hydrate formation conditions. This is mainly due to that the magnetic effect increases water activity and weakens the ionic hydration shells, thus promotes hydrate formation. In addition, compared with the ionic solution systems without magnetic field, the magnetic field increased the hydrate phase equilibrium temperature by 0.1–2.5 K in the ionic solution-sediment systems. However, the degree of temperature increase is less than that in the magnetic field-ionic solution systems, which is because the magnetic field enhances the binding between ions and the sediment particle in sediment-bearing systems. Compared with the magnetic field-ionic solution systems, the water activity in the magnetic field-ionic solution-sediment systems is lower, which makes hydrate formation more difficult. Moreover, with the movement of cations and anions in magnetic field, the crystals may be formed due to ion collisions, enhance the capillary action in ionic solution-sediment systems, and then hinder the hydrate formation. Therefore, the sediments can weaken the magnetic field promotion to hydrate formation.

水合物形成的条件和影响因素对水合物技术意义重大。结合现有文献和本文的实验数据,研究了静态磁场(0.39 T)下二氧化碳水合物在(NaCl/CaCl2/MgCl2)离子溶液、纯水-沉淀物体系和(NaCl/CaCl2/MgCl2)离子溶液-沉淀物体系中的相平衡。此外,还从分子间相互作用的角度分析了磁场对不同体系中水合物相平衡的影响机制。在相同压力下,磁场使三种离子溶液中 CO2 水合物的相平衡温度提高了 2.0-2.8 K,改善了水合物的形成条件。这主要是因为磁效应增加了水的活性,削弱了离子水合壳,从而促进了水合物的形成。此外,与没有磁场的离子溶液体系相比,磁场使离子溶液-沉积物体系中的水合物相平衡温度提高了 0.1-2.5 K。但温度升高的程度低于磁场-离子溶液体系,这是因为磁场增强了含沉积物体系中离子与沉积物颗粒之间的结合力。与磁场-离子溶液体系相比,磁场-离子溶液-沉积物体系中的水活性较低,这使得水合物更难形成。此外,随着阳离子和阴离子在磁场中的运动,离子碰撞可能会形成晶体,增强离子溶液-沉积物系统中的毛细管作用,进而阻碍水合物的形成。因此,沉积物会削弱磁场对水合物形成的促进作用。
{"title":"Effects of magnetic field on CO2 hydrate phase equilibrium","authors":"Shicai Sun, Junhao Cui, Linlin Gu, Wanxin Tian, Yanmin Li, Yonghao Yin","doi":"10.1007/s00231-024-03506-8","DOIUrl":"https://doi.org/10.1007/s00231-024-03506-8","url":null,"abstract":"<p>The conditions and influencing factors of hydrate formation is significant for hydrate technology. Combining with the existing literatures and the experimental data of this work, the phase equilibrium of CO<sub>2</sub> hydrate in (NaCl/CaCl<sub>2</sub>/MgCl<sub>2</sub>) ionic solutions, pure water-sediment system and (NaCl/CaCl<sub>2</sub>/MgCl<sub>2</sub>) ionic solution-sediment systems under the static magnetic field (0.39 T) was studied. Moreover, the effect mechanism of magnetic field on hydrate phase equilibrium in different systems was analyzed in terms of intermolecular interaction. Under the same pressure, the magnetic field increased the phase equilibrium temperature of CO<sub>2</sub> hydrate by 2.0–2.8 K in the three ionic solutions, which improved the hydrate formation conditions. This is mainly due to that the magnetic effect increases water activity and weakens the ionic hydration shells, thus promotes hydrate formation. In addition, compared with the ionic solution systems without magnetic field, the magnetic field increased the hydrate phase equilibrium temperature by 0.1–2.5 K in the ionic solution-sediment systems. However, the degree of temperature increase is less than that in the magnetic field-ionic solution systems, which is because the magnetic field enhances the binding between ions and the sediment particle in sediment-bearing systems. Compared with the magnetic field-ionic solution systems, the water activity in the magnetic field-ionic solution-sediment systems is lower, which makes hydrate formation more difficult. Moreover, with the movement of cations and anions in magnetic field, the crystals may be formed due to ion collisions, enhance the capillary action in ionic solution-sediment systems, and then hinder the hydrate formation. Therefore, the sediments can weaken the magnetic field promotion to hydrate formation.</p>","PeriodicalId":12908,"journal":{"name":"Heat and Mass Transfer","volume":"24 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141870416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Numerical and experimental analysis of the sinusoidal heat flux source of heat transfer in laminar flow in a tube for single phase flow 管内层流中单相流传热的正弦热通量源的数值和实验分析
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-07-26 DOI: 10.1007/s00231-024-03501-z
S. Solnař

This article deals with the application of the temperature oscillation method (TOIRT method) to the laminar flow of water in a pipe. This dynamic and contactless method was derived for the assumption of homogeneous temperature on the fluid side, but this assumption is violated in the case of laminar flow. Numerical simulations were used to discover the fundamental influence of the amount of incident heat flux, which is modulated by the sine function, on the resulting local values of the heat transfer coefficient. The frequency of the transmitted signal, on the other hand, has no effect. The experimental measurement confirmed the numerical results even with a deviation of 25%, which is still a good result due to the sensitivity of the experimental method in this area.

本文论述了温度振荡法(TOIRT 法)在管道中水流层流中的应用。这种动态非接触方法是在假设流体侧温度均匀的情况下推导出来的,但在层流情况下违反了这一假设。利用数值模拟发现了入射热通量(由正弦函数调制)对传热系数局部值的基本影响。而传输信号的频率则没有影响。实验测量结果证实了数值结果,即使有 25% 的偏差,由于实验方法在这方面的敏感性,这仍然是一个很好的结果。
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引用次数: 0
Variation in the electrical properties of gabbro after microwave heating 微波加热后辉长岩电特性的变化
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-07-26 DOI: 10.1007/s00231-024-03502-y
Zhenlong Ge, Yuhua Guan, Chao Lyu

Microwave assistance has the potential to reduce the energy input required for mechanical rock breaking. This study systematically investigated the changes in electrical properties (specifically resistivity, capacitance, and impedance) of gabbro after microwave heating during the graded loading process, as well as its internal fracture mechanism. The findings indicate that the variations in resistivity, impedance, and capacitance of gabbro can be divided into three stages during the graded loading process: the compaction stage, elastic-steady cracking stage, and nonlinear crack propagation stage. When the strain level exceeds 70%, the resistivity and impedance start to increase, and the capacitance begins to decrease. The study also identifies a significant positive correlation between microwave power and the rate of temperature increase on the rock surface. A critical power threshold of approximately 2 kW is observed, below which achieving rapid temperature rise becomes challenging, but beyond which the temperature escalates swiftly with the energy input. Once the temperature exceeds 350 °C, rupturing mineral inclusions generate numerous microcracks, causing resistivity and impedance to exponentially increase. Furthermore, microwave heating induces a temperature differential exceeding 200 °C between the internal and external regions of the rock. Under the same radiation energy, high-power short-duration radiation is more likely to generate thermally induced cracks within the rock. The rapid expansion and heating of absorbent minerals, as well as the rupture of inclusions, further intensify the propagation of microcracks, greatly reducing the mechanical properties of the rock. This study will provide theoretical guidance for microwave-assisted mechanical rock excavation.

微波辅助有可能减少机械破岩所需的能量输入。本研究系统地研究了辉长岩在分级加载过程中经过微波加热后的电特性(特别是电阻率、电容和阻抗)变化及其内部断裂机制。研究结果表明,辉长岩在分级加载过程中的电阻率、阻抗和电容变化可分为三个阶段:压实阶段、弹性-稳定开裂阶段和非线性裂纹扩展阶段。当应变水平超过 70% 时,电阻率和阻抗开始增大,电容开始减小。研究还发现,微波功率与岩石表面温度上升率之间存在显著的正相关关系。观察到一个临界功率阈值约为 2 千瓦,低于这个阈值,实现快速升温就变得很困难,但超过这个阈值,温度就会随着输入能量的增加而迅速升高。一旦温度超过 350 °C,破裂的矿物包裹体会产生大量微裂缝,导致电阻率和阻抗成倍增加。此外,微波加热会导致岩石内部和外部区域的温差超过 200 °C。在辐射能量相同的情况下,高功率短时辐射更有可能在岩石内部产生热诱导裂缝。吸收性矿物的快速膨胀和加热以及包裹体的破裂会进一步加剧微裂缝的扩展,从而大大降低岩石的机械性能。这项研究将为微波辅助机械开凿岩石提供理论指导。
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引用次数: 0
Thermal enhancement of a constructal PCM cylindrical heat sink used for prosthetic cooling application 用于假肢冷却应用的结构式 PCM 圆柱形散热器的热增强功能
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-07-20 DOI: 10.1007/s00231-024-03500-0
Hind Dhia’a Ridha, Akram W. Ezzat, Hameed B. Mahood

Amputees often experience high temperatures between the amputated limb and the prosthetic socket, necessitating the use of cooling devices to mitigate this issue. However, challenges arise with the location and size of conventional heat sinks. This research proposes a novel heat sink utilising a phase change material (PCM) to dissipate heat. The leg was chosen as the site for the heat sink, designed in a cylindrical shape. Coolant flow pipes were arranged in a branched configuration inspired by constructal theory, constrained by the dimensions of the artificial leg. The degrees of freedom for the constructal design are branches akin to arterial and venous branching, aiming to minimise pressure drop. Four heat sinks with varying degrees of branching were compared based on temperature reduction, heat dissipation, pressure drop, phase change material melting capacity, and operational efficiency. The cylindrical heat sink measures 50 mm in diameter and 300 mm in length. Ice was employed as the PCM, with water served as the working fluid. The working fluid's temperature and flow rate were maintained at 40 °C and 0.2 L/min, respectively. The experimental work was prepared to validate the theoretical model. The study revealed that the proposed heat sink design, with increased branching, led to a significant temperature reduction, achieving up to 39.62%. Moreover, heat dissipation increased by 236% compared to a single-tube heat sink. The use of branched pipes resulted in a manageable increase in pressure drop, peaking at 39.9 Pa, well within pump specifications, while markedly enhancing heat dissipation. The melting time of the PCM and the melting area increased as the number of branches of the heat sink increased. Ultimately, applying constructal theory in heat sink design for PCM demonstrated its superior performance within spatial constraints, providing a promising solution for prosthetic cooling.

截肢者的截肢肢体与假肢插座之间经常会出现高温,因此有必要使用冷却装置来缓解这一问题。然而,传统散热器的位置和尺寸都存在挑战。这项研究提出了一种利用相变材料(PCM)散热的新型散热器。散热器选址在腿部,设计成圆柱形。受构造理论的启发,冷却剂流管被布置成分支结构,并受到假腿尺寸的限制。构造设计的自由度是类似于动脉和静脉分支,目的是最大限度地减少压力降。根据降温、散热、压降、相变材料熔化能力和运行效率,对四种不同分支程度的散热器进行了比较。圆柱形散热器直径为 50 毫米,长度为 300 毫米。采用冰作为 PCM,水作为工作流体。工作流体的温度和流速分别保持在 40 °C 和 0.2 L/min。实验工作是为了验证理论模型。研究结果表明,建议的散热器设计增加了分支,使温度显著降低,降幅高达 39.62%。此外,与单管散热器相比,散热量增加了 236%。使用支管后,压降增加幅度可控,峰值为 39.9 Pa,完全符合泵的规格要求,同时显著提高了散热效果。随着散热器支管数量的增加,PCM 的熔化时间和熔化面积也随之增加。最终,将构造理论应用于 PCM 的散热片设计,证明了其在空间限制条件下的卓越性能,为假肢冷却提供了一种前景广阔的解决方案。
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引用次数: 0
Impact of heat flow from the cylinder sidewalls on thermocapillary droplet flow in a vibrating fluid: 3D study 来自圆柱体侧壁的热流对振动流体中热毛细管液滴流动的影响:三维研究
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-07-19 DOI: 10.1007/s00231-024-03499-4
Yousuf Alhendal, Sara Touzani

The thermocapillary motion of droplet in a vibrating fluid in a cylinder heated from the top and sides and cooled from the bottom is studied, using a three-dimensional computational fluid dynamics (CFD) model based on volume of fluid (VOF) created with Ansys-Fluent software. The outcomes support the accuracy of the Marangoni phenomenon and are in line with data published in literature. The behavior of the drop is not only impacted by the temperature difference between the top and bottom, but also by heated side surfaces and mostly by vibration. Different flow patterns are observed which directly impact the droplet’s arrival time. The results proof that the neglected frequency and amplitudes of vibration in the presence of gravity have a significant and evident impact on the behavior of fluids in a zero-gravity environment. The change of vessel height also has a significant influence especially on the host fluid properties.

使用 Ansys-Fluent 软件创建的基于流体体积(VOF)的三维计算流体动力学(CFD)模型,研究了振动流体中液滴在顶部和侧面加热、底部冷却的圆柱体中的热毛细管运动。研究结果证实了马兰戈尼现象的准确性,并与文献中公布的数据相吻合。液滴的行为不仅受到顶部和底部温差的影响,还受到受热侧表面以及振动的影响。观察到的不同流动模式直接影响液滴的到达时间。结果证明,在存在重力的情况下,被忽略的振动频率和振幅对零重力环境下的流体行为有着显著而明显的影响。容器高度的变化对主流体的特性也有重大影响。
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引用次数: 0
CFD and ANN analyses for the evaluation of the heat transfer characteristics of a rectangular microchannel heat sink with various cylindrical pin-fins 利用 CFD 和 ANN 分析评估带有各种圆柱销鳍的矩形微通道散热器的传热特性
IF 2.2 4区 工程技术 Q3 MECHANICS Pub Date : 2024-07-12 DOI: 10.1007/s00231-024-03496-7
Mahdi Tabatabaei Malazi, Kenan Kaya, Andaç Batur Çolak, Ahmet Selim Dalkılıç

Electrical equipment extensively uses Microchannels (MCs) for cooling. Due to their complexity, it is challenging to evaluate the features of the fluid flow and heat transfer processes in MC pin-fin heat sinks. Numerical approaches have been frequently employed in MC design to enhance efficiency. Machine learning methods have recently enabled the assessment of flow and heat transfer research in these devices. In this study, numerical calculations have been made to obtain outlet fluid temperature, the average Nusselt number, and pressure drop, using the computational fluid dynamics (CFD) software, ANSYS Fluent. Previous experimental work validates the numerical model by examining the average Nusselt number and the apparent friction factor. Three distinct ratios of fin spacing to fin diameter (l/d = 2, 4, and 6) and five different values of Reynolds number (Re = 50, 75, 100, 125, and 150) are considered. A constant ratio of fin height to channel height (h/H = 0.25) is maintained, and the inlet fluid temperature is set to 291.15, 294.15, 297.15, and 300.15 K. Numerical calculations have been conducted for cases of uniform and non-uniform heating, where bottom wall temperatures of 323.15 K and 317.15 K were considered, respectively, for a fixed fin surface temperature of 323.15 K. Using the results of the numerical simulations, a multi-layer perceptron (MLP)-structured artificial neural network (ANN) is trained. The Levenberg-Marquardt (LM) training method is employed in the hidden layer, using 17 neurons for the training procedure. The results of the numerical simulations show that the average Nusselt number increases linearly with the Reynolds number, except for the non-uniform heating case of Re = 50. The average Nusselt number and pressure drop are inversely proportional to fin spacing for all cases. There is also a linear increase in pressure drop with the Reynolds number, since the flow regime considered in this study is laminar. The ANN model predicts the outlet fluid temperature, the average Nusselt number, and the pressure drop, with variation rates of -0.0027%, -0.075%, and − 0.0004%, respectively.

电气设备广泛使用微通道(MC)进行冷却。由于微通道的复杂性,评估微通道针脚散热片中的流体流动和传热过程的特征具有挑战性。在 MC 设计中经常采用数值方法来提高效率。最近,机器学习方法使这些设备中的流动和传热研究评估成为可能。在本研究中,使用计算流体动力学(CFD)软件 ANSYS Fluent 进行了数值计算,以获得出口流体温度、平均努塞尔特数和压降。之前的实验工作通过检测平均努塞尔特数和表观摩擦因数验证了数值模型。考虑了翅片间距与翅片直径的三种不同比率(l/d = 2、4 和 6)和五种不同的雷诺数值(Re = 50、75、100、125 和 150)。翅片高度与通道高度之比保持不变(h/H = 0.25),入口流体温度分别设置为 291.15、294.15、297.15 和 300.15 K。利用数值模拟的结果,对多层感知器(MLP)结构的人工神经网络(ANN)进行了训练。隐层采用 Levenberg-Marquardt (LM) 训练方法,使用 17 个神经元进行训练。数值模拟结果表明,除 Re = 50 的非均匀加热情况外,平均努塞尔特数随雷诺数线性增加。在所有情况下,平均努塞尔特数和压力降与鳍片间距成反比。压降也随雷诺数的增加而线性增加,因为本研究中考虑的流态是层流。ANN 模型预测的出口流体温度、平均努塞尔特数和压降的变化率分别为 -0.0027%、-0.075% 和 -0.0004%。
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Heat and Mass Transfer
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