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Numerical simulation and machine learning modeling of tubular solar air heaters enhanced with twisted tape inserts 扭曲带嵌套增强管式太阳能空气加热器的数值模拟与机器学习建模
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-08 DOI: 10.1016/j.applthermaleng.2026.130176
Amr S. Abouzied , Ali Basem , Hyder H. Abed Balla , Omar J. Alkhatib , Zainab Ali Bu sinnah , Hedi Elmonser , Dilsora Abduvalieva , Hind Albalawi , Abdulrahman M. Alansari , Ibrahim Mahariq
<div><div>The low thermal conductivity of air poses a significant challenge to the efficiency of solar air heaters, and this requires sophisticated heat transfer enhancement techniques. This study investigates the performance of a tubular solar air heater integrated with twisted tape inserts to address this limitation. A hybrid approach using 3D computational fluid dynamics combined with deep neural networks was adopted for systematic analysis of five dimensionless parameters- twisted tape length <span><math><mrow><mfenced><mrow><msub><mi>l</mi><mi>t</mi></msub><mo>/</mo><msub><mi>D</mi><mi>h</mi></msub></mrow></mfenced></mrow></math></span>, twisted tape diameter <span><math><mrow><mfenced><mrow><msub><mi>d</mi><mi>t</mi></msub><mo>/</mo><msub><mi>D</mi><mi>h</mi></msub></mrow></mfenced></mrow></math></span>, twisted tape thickness <span><math><mrow><mfenced><mrow><msub><mi>t</mi><mi>t</mi></msub><mo>/</mo><msub><mi>D</mi><mi>h</mi></msub></mrow></mfenced></mrow></math></span>, twisted tape pitch <span><math><mrow><mfenced><mrow><msub><mi>p</mi><mi>t</mi></msub><mo>/</mo><msub><mi>D</mi><mi>h</mi></msub></mrow></mfenced></mrow></math></span>, and Reynolds number. Quantitative results have shown that tape diameter increment coupled with pitch reduction are the major promoters for thermal enhancement, as an increase in <span><math><mrow><mfenced><mrow><msub><mi>d</mi><mi>t</mi></msub><mo>/</mo><msub><mi>D</mi><mi>h</mi></msub></mrow></mfenced></mrow></math></span> from 0.322 to 0.483 increases the Nusselt number by 30%. On the other hand, tighter pitch ratio <span><math><mrow><mfenced><mrow><msub><mi>p</mi><mi>t</mi></msub><mo>/</mo><msub><mi>D</mi><mi>h</mi></msub><mspace></mspace></mrow></mfenced></mrow></math></span> has resulted in a 4.7-fold increase in friction factor at Re = 10,000. The surrogate model with the DNN showed highly accurate prediction results with an average deviation of approximately 1–2% relative to the CFD results. For the global optimization experiment with the DNN, the maximum value of the thermo-hydraulic performance factor of 1.45 was found at Re = 10,000, <span><math><mrow><mfenced><mrow><msub><mi>d</mi><mi>t</mi></msub><mo>/</mo><msub><mi>D</mi><mi>h</mi></msub><mspace></mspace></mrow></mfenced></mrow></math></span> = 0.48, and <span><math><mrow><mfenced><mrow><msub><mi>p</mi><mi>t</mi></msub><mo>/</mo><msub><mi>D</mi><mi>h</mi></msub><mspace></mspace></mrow></mfenced></mrow></math></span> = 2.68, making it superior to the state-of-the-art tubular swirl generators reported in the literature. The originality and creativity in the thesis lie in the conversion of a machine learning model from a prediction model to a design engine to expose the non-linear inter-relationship between the parameters. This hybrid approach involving CFD and ML not only captures the complex physical phenomenon associated with the twisted tape geometry in terms of affecting the flow and heat transfer mechanisms in an accurate manner, but it also
空气的低导热系数对太阳能空气加热器的效率提出了重大挑战,这需要复杂的传热增强技术。为了解决这一问题,本研究研究了一种集成了扭曲带插入的管状太阳能空气加热器的性能。采用三维计算流体力学与深度神经网络相结合的混合方法,对扭曲带长度lt/Dh、扭曲带直径dt/Dh、扭曲带厚度tt/Dh、扭曲带节距pt/Dh和雷诺数5个无量纲参数进行了系统分析。定量结果表明,带径增加和节距减小是热增强的主要促进因素,dt/Dh从0.322增加到0.483,使Nusselt数增加30%。另一方面,在Re = 10,000时,更小的螺距比pt/Dh导致摩擦系数增加4.7倍。基于DNN的代理模型预测结果具有较高的准确性,相对于CFD结果的平均偏差约为1-2%。在DNN的全局优化实验中,在Re = 10000, dt/Dh = 0.48, pt/Dh = 2.68时,该DNN的热水力性能因子最大值为1.45,优于文献中报道的最先进的管状涡流发生器。本文的独创性和创造性在于将机器学习模型从预测模型转换为设计引擎,以揭示参数之间的非线性相互关系。这种涉及CFD和ML的混合方法不仅可以准确地捕获与扭曲带几何形状相关的复杂物理现象,从而影响流动和传热机制,而且还可以生成更快,更稳定的替代模型,用于性能预测和优化,具有相同的效果。
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A hybrid approach using 3D computational fluid dynamics combined with deep neural networks was adopted for systematic analysis of five dimensionless parameters- twisted tape length &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;l&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;msub&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/msub&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, twisted tape diameter &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;msub&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/msub&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, twisted tape thickness &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;msub&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/msub&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, twisted tape pitch &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;msub&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/msub&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, and Reynolds number. Quantitative results have shown that tape diameter increment coupled with pitch reduction are the major promoters for thermal enhancement, as an increase in &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;msub&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/msub&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; from 0.322 to 0.483 increases the Nusselt number by 30%. On the other hand, tighter pitch ratio &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;msub&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/msub&gt;&lt;mspace&gt;&lt;/mspace&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; has resulted in a 4.7-fold increase in friction factor at Re = 10,000. The surrogate model with the DNN showed highly accurate prediction results with an average deviation of approximately 1–2% relative to the CFD results. For the global optimization experiment with the DNN, the maximum value of the thermo-hydraulic performance factor of 1.45 was found at Re = 10,000, &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;msub&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/msub&gt;&lt;mspace&gt;&lt;/mspace&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; = 0.48, and &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;msub&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/msub&gt;&lt;mspace&gt;&lt;/mspace&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; = 2.68, making it superior to the state-of-the-art tubular swirl generators reported in the literature. The originality and creativity in the thesis lie in the conversion of a machine learning model from a prediction model to a design engine to expose the non-linear inter-relationship between the parameters. This hybrid approach involving CFD and ML not only captures the complex physical phenomenon associated with the twisted tape geometry in terms of affecting the flow and heat transfer mechanisms in an accurate manner, but it also","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"290 ","pages":"Article 130176"},"PeriodicalIF":6.9,"publicationDate":"2026-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Experimental and modeling investigation of superheating, evaporation and non-uniform heating in microwave-heated liquids 微波加热液体过热、蒸发和不均匀加热的实验与模型研究
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130183
Arreerat Jiamprasertboon , Natdanai Saipan , Pongsakorn Wattanasit , Tanachat Eknapakul
Understanding heat and mass transfer during microwave heating is essential for predicting evaporation, superheating, and temperature non-uniformity in liquid systems. Here, we present a systematic experimental–modeling investigation of microwave heating in water, sucrose, and NaCl solutions over a range of concentrations and input powers. Bulk and surface temperatures were monitored in real time using thermocouples and infrared pyrometry, enabling direct assessment of temperature non-uniformity. Evaporation- and superheating-induced mass loss was quantified using pixel-tracking image analysis (PTIA) and validated gravimetrically, with an average deviation of 6.91 ± 4.42%. Material property variations were minor for sucrose solutions but pronounced for NaCl solutions, which exhibited substantial increases in electrical conductivity and dielectric loss. Sub-boiling COMSOL simulations incorporating solution-dependent dielectric properties, microwave power dissipation, and natural convection reproduce nearly uniform heating in water and sucrose (ΔTuni = 0.37–0.51 °C) and pronounced surface-localized heating in NaCl solutions (ΔTuni = 4.0–4.9 °C), associated with reduced microwave penetration depth. All solutions exhibit superheating, reaching temperatures up to ∼112 °C with measurable mass loss. A simplified lumped and multi-domain heat–mass transfer model is used to interpret the transition from uniform to non-uniform heating and the associated evaporation behavior. Overall, this work provides an experimentally grounded framework for interpreting microwave heating in liquids and improving the reproducibility of microwave-assisted thermal processes.
了解微波加热过程中的传热和传质对于预测液体系统中的蒸发、过热和温度不均匀性至关重要。在这里,我们提出了一个系统的实验模型研究微波加热的水,蔗糖和NaCl溶液在一定的浓度和输入功率范围内。使用热电偶和红外热分析法实时监测体温和表面温度,从而可以直接评估温度不均匀性。利用像素跟踪图像分析(PTIA)对蒸发和过热引起的质量损失进行量化,并进行重量验证,平均偏差为6.91±4.42%。蔗糖溶液的材料性质变化不大,但NaCl溶液的材料性质变化明显,其电导率和介电损耗显著增加。亚沸腾COMSOL模拟结合了溶液相关的介电特性、微波功率耗散和自然对流,再现了水和蔗糖(ΔTuni = 0.37-0.51°C)中几乎均匀的加热,以及NaCl溶液(ΔTuni = 4.0-4.9°C)中明显的表面局部加热,这与微波穿透深度的降低有关。所有溶液都表现出过热,温度高达~ 112°C,质量损失可测量。采用简化的集总多域热质传递模型解释了均匀加热到非均匀加热的转变及其相关的蒸发行为。总的来说,这项工作为解释液体中的微波加热和提高微波辅助热过程的可重复性提供了一个实验基础框架。
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引用次数: 0
Multiphysics topology optimization method for regenerative cooling channels integrating structural-thermal-hydraulic performance 综合结构-热工性能的蓄热冷却通道多物理场拓扑优化方法
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130175
Zheng Qiu , Shutian Liu , Quhao Li , Song Zhang , Qing Zhang
With the development of high-speed and lightweight aircraft, cooling channels must dissipate intense heat while maintaining structural integrity under severe thermo-mechanical loads. Current design methods mainly focus on thermal-hydraulic performance, often neglecting load-bearing capacity, which can lead to stress concentrations and premature failure. To overcome this limitation, this study proposes a multiphysics topology optimization framework that concurrently integrates structural stiffness, strength, thermal resistance, and flow resistance in cooling channel design. A density-based approach combines a multi-layer 2D conjugate heat transfer model with a projected 3D mechanical analysis, thus avoiding stiffness singularity in 2D channel analysis while enabling efficient evaluation of temperature, flow, compliance, and stress. Numerical examples under various design conditions demonstrate that incorporating load-bearing performance significantly alters channel layouts compared to thermal-hydraulic-only designs, eliminating stress-concentrating features. The optimized designs can increase stiffness by up to 27.41% and reduce maximum stress by 17.44%, while effectively managing thermal performance. These results validate the proposed method as a robust tool for designing cooling channels that meet combined structural-thermal-hydraulic requirements, providing an effective method to improve high-performance aerospace thermal management systems.
随着飞机高速、轻量化的发展,冷却通道必须在承受剧烈热机械载荷的情况下,既能散热,又能保持结构的完整性。现有的设计方法主要关注热工性能,而忽略了承载能力,容易导致应力集中和过早破坏。为了克服这一限制,本研究提出了一种多物理场拓扑优化框架,该框架同时集成了冷却通道设计中的结构刚度、强度、热阻和流动阻力。基于密度的方法将多层二维共轭传热模型与投影三维力学分析相结合,从而避免了二维通道分析中的刚度奇异性,同时能够有效地评估温度、流动、顺应性和应力。在各种设计条件下的数值示例表明,与仅采用热水力设计相比,结合承载性能显著改变了通道布局,消除了应力集中特征。优化后的设计可将刚度提高27.41%,最大应力降低17.44%,同时有效地控制热性能。这些结果验证了所提出的方法是设计满足结构-热-液压组合要求的冷却通道的强大工具,为改进高性能航空航天热管理系统提供了有效方法。
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引用次数: 0
Experimental research on thermal and electric collaborative optimization of PV/T-EAHE passive coupling system PV/T-EAHE被动耦合系统热电协同优化实验研究
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130104
Ao Shen , Juan Zhao , Yongcai Li , Wenjie Zhang , Bojing Huang
To Verify the Improvements in the Indoor Thermal Environment and Photovoltaic Power Output Achieved by a Passive PV/T–EAHE Coupled System, a Full-Scale Test Rig Was Established in Hami, Xinjiang Uygur Autonomous Region, China. Indoor Ventilation Rate and Temperature, PV Module Surface Temperature, and Electrical Output Were Monitored under Three Operating Conditions: Open-Window Ventilation with PV Air Channel and Solar Chimney (Condition 1), the Setting of an Independent EAHE and Independent Photovoltaic Modules in the Room (Condition 2), and the PV/T–EAHE Coupling System (Condition 3). The Results Indicate that the Coupled System Yields Marked Benefits Representative Low- and High-Temperature Periods (1) during the Low-Temperature Period, Condition 3 Enhanced Daytime Ventilation and Stabilized Nighttime Indoor Temperatures, Mitigating Excessive Indoor Cooling. The Nocturnal Minimum Indoor Temperature under Condition 3 Was 2.30 °C Higher than that under Condition 1, the Daytime Maximum Indoor Temperature Reached 24.20 °C, and the Mean Ventilation Rate Increased by 35.92 m3/H. (2) during the High-Temperature Period, the Ventilation Enhancement Provided by the Passive Coupling Contributed to Indoor Cooling and Improved Photovoltaic Efficiency. Under Condition 3, the Maximum Ventilation Rate Reached 247.50 m3/H, the Peak Indoor Temperature Was 1.50 °C Lower than that under Condition 2, and Photovoltaic Conversion Efficiency Increased by Approximately 4.2%. Overall, the Findings Demonstrate that an Appropriately Designed Passive Coupling Strategy Can Achieve Synergistic Optimization of Ventilation, Cooling, and Photovoltaic Performance, with Notable Potential for Deployment in Areas with Limited Electricity Supply
为了验证被动式PV/ T-EAHE耦合系统对室内热环境和光伏输出的改善效果,在新疆哈密建立了全尺寸试验台。分别在光伏风道和太阳能烟囱开窗通风(工况1)、室内设置独立EAHE和独立光伏组件(工况2)、PV/ T-EAHE耦合系统(工况3)三种工况下,监测室内通风量和温度、光伏组件表面温度和输出电量。结果表明,该耦合系统具有显著的效益:低温期低温期和高温期(1),工况3增强了日间通风,稳定了夜间室内温度,减轻了室内过度降温。工况3夜间室内最低温度比工况1高2.30℃,日间室内最高温度达到24.20℃,平均通风量增加35.92 m3/H。(2)在高温期间,被动耦合提供的通风增强有助于室内降温,提高光伏效率。工况3最大通风量达到247.50 m3/H,室内峰值温度较工况2降低1.50℃,光伏转换效率提高约4.2%。总体而言,研究结果表明,适当设计的被动耦合策略可以实现通风、冷却和光伏性能的协同优化,在电力供应有限的地区具有显着的部署潜力
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引用次数: 0
Thermal performance enhancement of closed-loop pulsating heat pipes with multiple heat sources and sinks through the development of a modified predictive correlation 多热源多汇闭环脉动热管热性能的改进预测相关性研究
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130081
Pichakorn Kaewown, Niti Kammuang-lue, Ramnarong Wanison, Pradit Terdtoon, Phrut Sakulchangsatjatai
Developing a closed-loop pulsating heat pipe (CLPHP) capable of managing multiple heat sources and sinks (MHSCLPHP) is essential for complex thermal systems. Although conventional CLPHP with a single heat source and sink (1–1 CLPHP) have been extensively studied, their applicability to multiple heat sources and sinks remains limited. To address this gap, this study investigates the thermal performance of the MHSCLPHP, focusing on temperature characteristics, working fluid flow behavior, and the development of modified correlations for performance prediction. The CLPHP was constructed from copper tubes with a 2 mm inner diameter, 16 meandering turns, and a 50% filling ratio using ethanol and water as the working fluids. The evaporator and condenser sections each had a total length of 150 mm. The number of heat sources and sinks was varied from 1–1 to 5–5. The results showed that increasing the number of heat sources significantly enhanced heat transfer rates while reduced thermal resistance. Temperature oscillations became more continuous and stable, with smaller amplitudes, higher frequencies, and a one-directional flow of the working fluid was observed. The configuration with five heat sources achieved maximum heat transfer rates of 44.4 kW/m2 for water and 31.6 kW/m2 for ethanol, corresponding to increases of 46% and 44%, respectively, compared with the 1–1 CLPHP. The minimum thermal resistances were 0.018 °C/W and 0.027 °C/W, representing reductions of 43% and 39%, respectively. These findings clearly demonstrate that the thermal performance of a CLPHP can be substantially improved by designing it with multiple heat sources. Such a configuration consistently exhibited higher heat transfer rates, lower thermal resistance, and a one-directional flow of the working fluid, highlighting its potential for applications involving distributed heat generation. A modified correlation for predicting MHSCLPHP performance was developed and showed good agreement with the experimental data, with deviations within ±8.0%.
开发一种能够管理多个热源和散热器的闭环脉动热管(CLPHP)对于复杂的热系统至关重要。尽管传统的单一热源和散热器的CLPHP (1-1 CLPHP)已经得到了广泛的研究,但其对多热源和散热器的适用性仍然有限。为了解决这一问题,本研究研究了MHSCLPHP的热性能,重点研究了温度特性、工作流体流动行为,并开发了用于性能预测的修正相关性。CLPHP由内径为2mm的铜管组成,有16个弯道,填充率为50%,使用乙醇和水作为工作流体。蒸发器和冷凝器各有150毫米的总长度。热源和汇的数量从1-1到5-5不等。结果表明,增加热源数量可以显著提高传热速率,同时降低热阻。温度振荡变得更加连续和稳定,振幅更小,频率更高,并且观察到工作流体的单向流动。与1-1 CLPHP相比,5个热源配置的水和乙醇的最大传热率分别为44.4 kW/m2和31.6 kW/m2,分别增加了46%和44%。最小热阻分别为0.018°C/W和0.027°C/W,分别降低43%和39%。这些发现清楚地表明,CLPHP的热性能可以通过设计多个热源而大大提高。这种结构始终表现出更高的传热速率、更低的热阻和工作流体的单向流动,突出了其在分布式产热方面的应用潜力。建立了预测MHSCLPHP性能的修正相关性,与实验数据吻合较好,误差在±8.0%以内。
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引用次数: 0
Experiments and CFD based design and analysis of a novel indirect evaporative cooler for future sustainability 基于实验和CFD的新型可持续性间接蒸发冷却器设计与分析
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130156
Muhammad Ahmad Jamil , Muhammad Ikhlaq , Muhammad Mehroz , Haseeb Yaqoob , William Worek , Muhammad Wakil Shahzad
Abstract
A notable substitute for traditional vapor compression chillers that is economical, sustainable, and energy-efficient is indirect evaporative cooling (IEC) technology. It offers several advantages like resource saving (energy, water, emissions, etc.), environmentally friendly working, and chemical-neutral operation. However, IEC systems are still in the development stage and require significant improvements in design and materials to outperform the market-dominant vapor compression chillers. This work offers a thorough experimental and computational fluid dynamics (CFD) investigation of an innovative cooling system that overcomes significant design constraints and provides improved performance. The proposed system's 150 W cooling capacity is fabricated and studied. Then, a robust model is developed to examine the impact of key input parameters, such as temperature, velocity, channel length, and airflow rate ratio. The CFD model is rigorously validated with the existing literature and the current experimental data. The experiment revealed a temperature reduction of 20.4 °C for an outside air temperature of 48 °C. The CFD analysis shows that increasing dry and wet channel velocities (1–3 m/s) slightly increased the supply temperature, indicating design constraints on cooling capacity. Meanwhile, an increase in the airflow rate ratio (AFR) lowers the supply air temperature because a higher AFR boosts evaporation in the wet channel, thereby increasing heat transfer. Furthermore, it is noted that latent heat transfer during evaporation accounts for most of the cooling, resulting in a temperature reduction of up to 20 °C in the dry channel compared to just a 3 °C (max) rise in the working air temperature.
摘要间接蒸发冷却(IEC)技术是传统蒸汽压缩制冷机经济、可持续和节能的显著替代品。它具有节约资源(能源,水,排放等),环保工作和化学中性操作等优点。然而,IEC系统仍处于发展阶段,需要在设计和材料方面进行重大改进,以超越市场上占主导地位的蒸汽压缩冷却器。这项工作为一种创新的冷却系统提供了彻底的实验和计算流体动力学(CFD)研究,该系统克服了重大的设计限制,并提供了更好的性能。设计并研究了该系统的150w制冷量。然后,开发了一个鲁棒模型来检查关键输入参数的影响,如温度、速度、通道长度和气流速率比。利用现有文献和实验数据对CFD模型进行了严格验证。实验显示,当室外空气温度为48℃时,温度降低了20.4℃。CFD分析表明,增加干湿通道速度(1-3 m/s)会略微提高供气温度,说明设计对制冷量有限制。同时,气流速率比(AFR)的增加降低了送风温度,因为较高的AFR促进了湿通道中的蒸发,从而增加了传热。此外,值得注意的是,蒸发过程中的潜热传递占了大部分冷却,导致干燥通道的温度降低高达20°C,而工作空气温度仅上升3°C(最大)。
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引用次数: 0
An open-source moving-boundary approach for shell-and-tube heat exchanger sizing optimization 壳管式换热器尺寸优化的开源移动边界法
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130193
Basile Chaudoir, Samuel Gendebien, Vincent Lemort
Conventional single-zone heat exchanger models fail to resolve local temperature gradients, property variations, and phase transitions, while high-fidelity distributed models are often too computationally demanding to be embedded in integrated design optimization. To bridge this gap, this work presents a shell-and-tube heat exchanger sizing framework that couples a novel tube-pass-aware one-dimensional moving-boundary model with a particle swarm optimization algorithm. The modeling framework includes a user-defined discretization level, allowing a tunable balance between accuracy and computational cost. The optimization objective is the minimization of total heat exchanger mass, thereby reducing thermal inertia while lowering material use, handling requirements, and overall cost. Comparative validation against published reference cases under single-phase and two-phase operating conditions demonstrates heat exchanger mass reductions of 22 to 24%, while increasing modeling fidelity. The predictive accuracy was comparatively validated with the reference studies, with heat transfer deviations of approximately 1% and pressure-drop deviations below 10% for low discretization modeling. Achieving these improvements within a reasonable computational time, the optimization results show that the factors most strongly affecting heat exchanger mass are, in order of importance, the tube-thickness assumptions (−28 to −46%) as tubes represent 60 to 80% of the total mass, the discretization level (−10 to +56%), and the choice of objective function (−10%).
传统的单区域热交换器模型无法解决局部温度梯度、性能变化和相变问题,而高保真的分布式模型通常对计算量要求太高,无法嵌入到集成设计优化中。为了弥补这一差距,本研究提出了一种管壳式换热器尺寸框架,该框架将一种新颖的管通道感知一维移动边界模型与粒子群优化算法相结合。建模框架包括用户定义的离散化级别,允许在精度和计算成本之间进行可调的平衡。优化目标是使换热器总质量最小化,从而减少热惯性,同时降低材料使用、处理要求和总体成本。与已发表的参考案例在单相和两相工况下的对比验证表明,在提高建模保真度的同时,换热器的质量降低了22%至24%。与参考研究对比验证了预测精度,低离散化建模的传热偏差约为1%,压降偏差低于10%。在合理的计算时间内实现这些改进,优化结果表明,影响换热器质量最强烈的因素依次为管厚假设(- 28至- 46%),因为管占总质量的60至80%,离散化水平(- 10至+56%)和目标函数的选择(- 10%)。
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引用次数: 0
Combustion enhancement characteristics of backward-facing step in an axisymmetric scramjet 轴对称超燃冲压发动机后台阶的燃烧增强特性
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130188
Liu Yang , Yixin Yang , Tongwang Shi , Tao Tang , Mingbo Sun , Wang Han , Qinyuan Li , Rui Gu , Hongbo Wang , Dapeng Xiong , Jiajian Zhu
The supersonic combustion enhancement characteristics of a combined combustor configuration consisting of a backward-facing step and a cavity are investigated numerically in this paper. Numerical simulations are conducted using a hybrid RANS/LES method. Numerical validation is performed on an axisymmetric cavity supersonic combustor as the baseline configuration. The numerical results agree well with the experimental measurements. On this basis, this paper proposes a combined configuration of a backward-facing step and a cavity, introducing a connecting step upstream of the cavity to achieve combustion enhancement. By comparing the two configurations, it is found that the addition of the backward-facing step regulates the heat release distribution, shortens the premixing process, and lifts the boundary layer at the intersection zone of strong shock waves. In the combined configuration, the inflow decelerates under strong compression waves, resulting in extended fuel residence time, elevated vortex stretching, raised jet penetration boundary, all of which promote fuel mixing. Combustion initiates earlier in the combined configuration, with the step and its upstream region serving as key hot product zones. Premixed combustion dominates the flame combustion mode, and subsonic combustion prevails upstream of the step. The combustion efficiency is improved. Meanwhile, this improvement is accompanied by an increase in total pressure loss. In the combined configuration, the transport and fuel entrainment capabilities of large-scale vortex structures in the upstream region of the cavity are enhanced, leading to faster reaction rates in local areas. Most of the combustion occurs in the wrinkled flamelet mode and corrugated flamelet mode, with a small portion in the thin reaction zone mode.
本文对后台阶与空腔组合燃烧室结构的超声速燃烧增强特性进行了数值研究。采用RANS/LES混合方法进行了数值模拟。以轴对称腔型超声速燃烧室为基准进行了数值验证。数值计算结果与实验测量结果吻合较好。在此基础上,本文提出了后向台阶与空腔的组合构型,在空腔的上游引入连接台阶来实现燃烧增强。通过对比两种构型发现,后向台阶的加入调节了热释放分布,缩短了预混过程,提升了强激波交汇区边界层。在组合构型下,在强压缩波作用下,进流减速,导致燃油停留时间延长,涡流拉伸升高,射流穿透边界升高,这些都促进了燃油混合。在组合配置中,燃烧开始得更早,台阶及其上游区域是关键的热产物区。火焰燃烧方式以预混燃烧为主,阶梯上游以亚音速燃烧为主。提高了燃烧效率。同时,这种改善伴随着总压损失的增加。在组合构型下,腔体上游区域大尺度涡结构的输运和燃料夹带能力得到增强,导致局部区域的反应速度更快。燃烧主要发生在起皱火焰模式和波纹火焰模式下,小部分发生在薄反应区模式下。
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引用次数: 0
Thermoelectric generators for harvesting medium-temperature geothermal anomalies: printed vs bulk devices 用于收集中温地热异常的热电发电机:印刷设备与散装设备
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130125
Muhammad Irfan Khan , Leonard Franke , Andres Georg Rösch , Zirui Wang , Md. Mofasser Mallick , Patricia Alegría , Nerea Pascual , David Astrain , Uli Lemmer
Recently, thermoelectric generators (TEGs) have gained significant attention for directly converting geothermal energy into electricity. Due to the considerable variations in heat-source and sink geometries and boundary conditions, the design of TEGs should offer flexibility to fulfill the specific constraints. Printing technologies, such as screen printing or 3D printing, offer versatile, cost-effective manufacturing approaches for TEGs, enabling scalability and shape conformability. In this work, we present a comparative performance optimization of both printed TEGs and bulk-material-based TEGs for medium-temperature geothermal anomalies at T ∼ 170 °C. The proposed system for geothermal energy harvesting consists of a two-phase thermosyphon serving as the hot-side heat exchanger, TEGs, and an efficient heat sink based on heat pipes. We investigate the performance of both types of TEGs attached to the exterior of the thermosyphon for three heights (h = 100, 200, and 500 mm). For both bulk and printed TEGs, thermal and electrical impedance optimizations are achieved by adjusting the TEG fill factor, leg dimensions, and the cross-sectional areas of the n-type and p-type legs. Under the given boundary conditions, the higher power density at lower cost occurs at a TEG height of 100 mm for both bulk and printed-TEG devices. And in all three cases, at a higher fill factor (F ∼ 0.9), printed TEGs showed comparable power densities to bulk TEGs at lower cost. As F decreases, the printed TEGs' power densities drop more rapidly than those of their bulk counterparts. Despite lower performance at lower fill factors, printed TEGs remain promising, with lower cost per watt (€/W) thanks to lower TE material consumption and lower manufacturing cost. Lastly, the projection of the levelized cost of electricity LCOE (€/kWh) and the economic analysis for both approaches conclude our work.
近年来,热电发电机(teg)因直接将地热能转化为电能而受到广泛关注。由于热源和汇的几何形状和边界条件有相当大的变化,热热源组的设计应提供灵活性,以满足特定的约束。印刷技术,如丝网印刷或3D打印,为teg提供了多功能、经济高效的制造方法,实现了可扩展性和形状一致性。在这项工作中,我们提出了打印teg和基于块状材料的teg在T ~ 170°C的中温地热异常中的比较性能优化。所提出的地热能量收集系统由两相热虹吸作为热侧换热器、TEGs和基于热管的高效散热器组成。我们研究了三种高度(h = 100,200和500mm)附在热虹吸管外部的两种类型的teg的性能。对于散装和打印TEG,通过调整TEG填充系数、支腿尺寸以及n型和p型支腿的横截面积来实现热阻抗和电阻抗优化。在给定的边界条件下,对于散装和印刷TEG器件,在TEG高度为100 mm时,以较低的成本获得更高的功率密度。在这三种情况下,在更高的填充系数(F ~ 0.9)下,打印的teg以更低的成本显示出与散装teg相当的功率密度。随着F的减小,打印出的teg的功率密度下降的速度要快于它们的同类体。尽管在较低填充系数下性能较低,但由于较低的TE材料消耗和较低的制造成本,印刷teg仍然具有较低的每瓦成本(€/W)。最后,电力平均成本LCOE(€/kWh)的预测和两种方法的经济分析结束了我们的工作。
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引用次数: 0
Wind-powered multistage vacuum membrane distillation for sustainable water desalination 风力多级真空膜蒸馏用于可持续海水淡化
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2026-02-07 DOI: 10.1016/j.applthermaleng.2026.130149
Mohamed A. Kotb , Mahmoud M. Elboghdadi , Mohamed A. Antar , Mohammad A. Abido , Atia E. Khalifa
This study presents a wind-powered multistage Vacuum Membrane Distillation (VMD) system with a water ejector for sustainable freshwater production. System performance is evaluated under two scenarios: with and without battery storage. The wind turbine, optimized using Blade Element Momentum (BEM) theory, achieves a power coefficient of 0.47 and 1.233 kW output at 4.4 m/s wind speed. Analytical models for both the turbine and VMD are validated against experimental data. With battery support, the system delivers a peak flux of 181 kg/m2·h, 60 L/day of freshwater, and a minimum unit production cost (UPC) of 9 $/m3 at 80 °C. Without batteries, daily output ranges from 22 to 93 L depending on average monthly wind speeds (3.5–5.5 m/s) in Dhahran, Saudi Arabia. UPC declines significantly with wind speed, from 58 $/m3 at 3 m/s to 2.8 $/m3 at 8.5 m/s, while specific energy consumption (710–780 kWh/m3) and Gained Output Ratio (0.89–0.98) remain stable. Wind resource mapping across Saudi cities shows UPC variations between 3 and 24 $/m3, emphasizing the importance of location. The proposed system demonstrates strong potential as an efficient, renewable-powered solution for desalination in wind-rich coastal and remote regions.
本研究提出了一种风力多级真空膜蒸馏(VMD)系统,该系统带有水喷射器,用于可持续的淡水生产。系统性能在两种情况下进行评估:有和没有电池存储。该风力涡轮机采用叶片单元动量(BEM)理论进行优化,在4.4米/秒风速下,功率系数为0.47,输出功率为1.233千瓦。根据实验数据对涡轮和VMD的分析模型进行了验证。在电池支持下,该系统在80°C下的峰值通量为181 kg/m2·h,淡水产量为60 L/天,最低单位生产成本(UPC)为9美元/m3。在没有电池的情况下,根据沙特阿拉伯达兰的月平均风速(3.5-5.5米/秒),每天的输出功率在22到93升之间。UPC随风速显著下降,从3米/秒时的58美元/立方米下降到8.5米/秒时的2.8美元/立方米,而比能耗(710-780千瓦时/立方米)和获得的输出比(0.89-0.98)保持稳定。沙特城市的风能资源地图显示,UPC在3至24美元/立方米之间变化,强调了位置的重要性。该系统作为一种高效的可再生能源解决方案,在风力丰富的沿海和偏远地区展示了强大的潜力。
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引用次数: 0
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Applied Thermal Engineering
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