首页 > 最新文献

International Communications in Heat and Mass Transfer最新文献

英文 中文
Dynamic second-order-moment and direct-moment closure combustion models for large-eddy simulation of gas/spray flames-a review 燃气/喷雾火焰大涡模拟的动态二阶矩和直接矩闭合燃烧模型综述
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-23 DOI: 10.1016/j.icheatmasstransfer.2026.110531
Lixing Zhou
Large-eddy simulation (LES) is presently used in modeling of turbulent flames. The key problems are sub-grid scale (SGS) stress and combustion models. Up to now many investigators used different combustion models. However, some models are good only for certain flame types (premixed or non-premixed flames) and certain flame structures (wrinkled flame, corrugated flame, broken reaction zones etc.), or computationally very expensive. Reliable, general and economic models for engineering application remain to be developed. In this paper, the description of a dynamic second-order moment (DSOM) and a direct moment closure (DMC) combustion model, their application in LES of turbulent flames, validation by experiments and direct numerical simulation (DNS), and corresponding instantaneous flame structures are reported.
大涡模拟是目前应用于紊流火焰模拟的一种方法。关键问题是亚网格尺度(SGS)的应力和燃烧模型。到目前为止,许多研究者使用了不同的燃烧模型。然而,有些模型只适用于某些火焰类型(预混或非预混火焰)和某些火焰结构(褶皱火焰、波纹火焰、破碎反应区等),或者计算上非常昂贵。可靠的、通用的、经济的工程应用模型有待开发。本文介绍了动态二阶矩(DSOM)和直接矩闭(DMC)燃烧模型的描述、它们在湍流火焰的LES中的应用、实验和直接数值模拟(DNS)的验证以及相应的瞬时火焰结构。
{"title":"Dynamic second-order-moment and direct-moment closure combustion models for large-eddy simulation of gas/spray flames-a review","authors":"Lixing Zhou","doi":"10.1016/j.icheatmasstransfer.2026.110531","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110531","url":null,"abstract":"<div><div>Large-eddy simulation (LES) is presently used in modeling of turbulent flames. The key problems are sub-grid scale (SGS) stress and combustion models. Up to now many investigators used different combustion models. However, some models are good only for certain flame types (premixed or non-premixed flames) and certain flame structures (wrinkled flame, corrugated flame, broken reaction zones etc.), or computationally very expensive. Reliable, general and economic models for engineering application remain to be developed. In this paper, the description of a dynamic second-order moment (DSOM) and a direct moment closure (DMC) combustion model, their application in LES of turbulent flames, validation by experiments and direct numerical simulation (DNS), and corresponding instantaneous flame structures are reported.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110531"},"PeriodicalIF":6.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022699","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
Radius-enhanced interfacial thermal rectification in GaN nanowire-based core-shell nanostructure 基于GaN纳米线的核壳纳米结构中半径增强的界面热整流
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-23 DOI: 10.1016/j.icheatmasstransfer.2026.110585
Baoyi Hu , Guofu Chen , Kun Wang , Zhaoliang Wang
Thermal rectification is a phenomenon with significant implications for thermal management and energy conversion technologies. In this work, a Monte Carlo solution of the Boltzmann Transport Equation is employed to investigate radial thermal rectification in GaN nanowire-based core-shell nanostructure. The study shows that heat preferentially flows from the inner heat source to the outer one, and the thermal rectification ratio increases with the core radius. At a radius of 36 nm, the thermal rectification ratio reaches 23.9%. The emergence of thermal rectification is mainly due to the presence of interface and asymmetric structure. The study highlights the role of interfacial scattering in enhancing asymmetric phonon transport, leading to non-linear temperature distributions and significant interfacial thermal rectification. Phonons with long mean free paths are particularly affected by interfacial scattering, while phonons with short mean free paths are increasingly influenced by the increase in radius, ultimately exacerbating interfacial thermal rectification. This study provides valuable insights for the design of thermal rectification devices and contributes to understanding heat transfer in nanoscale heterogeneous structures.
热整流是一种对热管理和能量转换技术具有重要意义的现象。本文利用玻尔兹曼输运方程的蒙特卡罗解研究了氮化镓纳米线核壳纳米结构中的径向热整流。研究表明,热量优先由内热源向外热源流动,热整流比随堆芯半径增大而增大。在半径为36 nm处,热整流率达到23.9%。热整流的产生主要是由于界面和不对称结构的存在。该研究强调了界面散射在增强非对称声子输运中的作用,导致非线性温度分布和显著的界面热整流。平均自由程长的声子受界面散射的影响特别大,而平均自由程短的声子受半径增加的影响越来越大,最终加剧了界面热整流。该研究为热整流器件的设计提供了有价值的见解,并有助于理解纳米尺度非均质结构中的传热。
{"title":"Radius-enhanced interfacial thermal rectification in GaN nanowire-based core-shell nanostructure","authors":"Baoyi Hu ,&nbsp;Guofu Chen ,&nbsp;Kun Wang ,&nbsp;Zhaoliang Wang","doi":"10.1016/j.icheatmasstransfer.2026.110585","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110585","url":null,"abstract":"<div><div>Thermal rectification is a phenomenon with significant implications for thermal management and energy conversion technologies. In this work, a Monte Carlo solution of the Boltzmann Transport Equation is employed to investigate radial thermal rectification in GaN nanowire-based core-shell nanostructure. The study shows that heat preferentially flows from the inner heat source to the outer one, and the thermal rectification ratio increases with the core radius. At a radius of 36 nm, the thermal rectification ratio reaches 23.9%. The emergence of thermal rectification is mainly due to the presence of interface and asymmetric structure. The study highlights the role of interfacial scattering in enhancing asymmetric phonon transport, leading to non-linear temperature distributions and significant interfacial thermal rectification. Phonons with long mean free paths are particularly affected by interfacial scattering, while phonons with short mean free paths are increasingly influenced by the increase in radius, ultimately exacerbating interfacial thermal rectification. This study provides valuable insights for the design of thermal rectification devices and contributes to understanding heat transfer in nanoscale heterogeneous structures.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110585"},"PeriodicalIF":6.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022695","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
Ice nucleation of supercooled water in the near-wall region 近壁区过冷水的冰核
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-22 DOI: 10.1016/j.icheatmasstransfer.2026.110584
Shili Lin, Mingbiao Chen
Deep understanding of ice nucleation in supercooled water is crucial for advancing technologies such as anti-icing of airplanes, ice making of supercooled water and organ preservation. However, the combined effects of both shear and temperature gradient in the near-wall region are frequently overlooked, leading to significant discrepancies in predictions and a severe effect on the application of the technologies. Here, we proposed an ice nucleation model considering the rebounded deformation energy and temperature gradient to analyze the ice nucleation in the near-wall region. It was found that: (1) The critical nucleus radius is the central parameter through which shear rate and temperature gradient exhibit competitive interplay. (2) The competition creates a scale effect that regulates nucleation sensitivity. A larger critical nucleus radius amplifies the nucleus's perception of the temperature gradient. (3) Compared to the thermodynamic term ratio, the nucleation rate ratio followed a similar trend in response to changes in temperature gradient.
深入了解过冷水中的冰核对推进飞机防冰、过冷水制冰和器官保存等技术至关重要。然而,近壁区域的剪切和温度梯度的综合影响经常被忽视,导致预测结果存在重大差异,并严重影响了技术的应用。在此,我们提出了考虑回弹变形能和温度梯度的冰成核模型来分析近壁区冰成核。结果表明:(1)临界核半径是剪切速率和温度梯度相互竞争的中心参数。(2)竞争产生了调节成核敏感性的规模效应。较大的临界核半径可以放大核对温度梯度的感知。(3)与热力学项比相比,成核率比对温度梯度变化的响应具有相似的趋势。
{"title":"Ice nucleation of supercooled water in the near-wall region","authors":"Shili Lin,&nbsp;Mingbiao Chen","doi":"10.1016/j.icheatmasstransfer.2026.110584","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110584","url":null,"abstract":"<div><div>Deep understanding of ice nucleation in supercooled water is crucial for advancing technologies such as anti-icing of airplanes, ice making of supercooled water and organ preservation. However, the combined effects of both shear and temperature gradient in the near-wall region are frequently overlooked, leading to significant discrepancies in predictions and a severe effect on the application of the technologies. Here, we proposed an ice nucleation model considering the rebounded deformation energy and temperature gradient to analyze the ice nucleation in the near-wall region. It was found that: (1) The critical nucleus radius is the central parameter through which shear rate and temperature gradient exhibit competitive interplay. (2) The competition creates a scale effect that regulates nucleation sensitivity. A larger critical nucleus radius amplifies the nucleus's perception of the temperature gradient. (3) Compared to the thermodynamic term ratio, the nucleation rate ratio followed a similar trend in response to changes in temperature gradient.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110584"},"PeriodicalIF":6.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022401","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
Numerical investigation on the performance enhancement of vortex tubes incorporating innovative helical internals 采用创新螺旋内件的涡流管性能增强的数值研究
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-22 DOI: 10.1016/j.icheatmasstransfer.2026.110581
Peng Pan , Kai-Xin Di , Li-Ke Niu
Despite their widespread application in heat exchange systems, vortex tubes were limited by their inadequate cooling and heating efficiency. Hence, the novel helical internals were designed and integrated into the vortex tube to enhance its performance. The characteristics of temperature separation in an innovative vortex tube were assessed employing numerical methods, and results indicated that under an inlet mass flow rate of 0.004 kg/s and a cold mass fraction ranging from 0.1 to 0.9, the cooling effect was further increased by 4.93 K, while the heating effect was improved by 1.68 K, compared to conventional vortex tubes. The performance enhancement was attributed to the effective flow field regulation achieved through the introduction of helical internals. Additionally, a highly accurate predictive model was developed based on regression analysis, which provided a reliable tool for the engineering application of vortex tube technology.
尽管涡旋管在热交换系统中得到了广泛的应用,但其冷却和加热效率却受到限制。因此,设计了新型的螺旋内件,并将其集成到涡流管中,以提高其性能。采用数值方法对新型涡流管的温度分离特性进行了评价,结果表明,在进口质量流量为0.004 kg/s、冷质量分数为0.1 ~ 0.9的条件下,与传统涡流管相比,冷却效果提高了4.93 K,加热效果提高了1.68 K。性能的提高归功于通过引入螺旋内件实现的有效流场调节。并基于回归分析建立了高精度的预测模型,为涡旋管技术的工程应用提供了可靠的工具。
{"title":"Numerical investigation on the performance enhancement of vortex tubes incorporating innovative helical internals","authors":"Peng Pan ,&nbsp;Kai-Xin Di ,&nbsp;Li-Ke Niu","doi":"10.1016/j.icheatmasstransfer.2026.110581","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110581","url":null,"abstract":"<div><div>Despite their widespread application in heat exchange systems, vortex tubes were limited by their inadequate cooling and heating efficiency. Hence, the novel helical internals were designed and integrated into the vortex tube to enhance its performance. The characteristics of temperature separation in an innovative vortex tube were assessed employing numerical methods, and results indicated that under an inlet mass flow rate of 0.004 kg/s and a cold mass fraction ranging from 0.1 to 0.9, the cooling effect was further increased by 4.93 K, while the heating effect was improved by 1.68 K, compared to conventional vortex tubes. The performance enhancement was attributed to the effective flow field regulation achieved through the introduction of helical internals. Additionally, a highly accurate predictive model was developed based on regression analysis, which provided a reliable tool for the engineering application of vortex tube technology.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110581"},"PeriodicalIF":6.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022402","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 study on boiling heat transfer characteristics and thermal-hydraulic thresholds in a vertical upward rectangular narrow channel 垂直向上矩形窄通道沸腾换热特性及热水力阈值试验研究
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-22 DOI: 10.1016/j.icheatmasstransfer.2026.110554
Chen Sun , Ren Dai , Leren Tao , Cheng Jin , Wanying Chang , Peiyu Liu , Zheming Cheng
Two-phase flow boiling experiment has conducted in a visual vertically upward narrow rectangular channel featuring unilaterally electric heating. The geometric dimension of the channel is 686 mm × 216 mm × 2.75 mm (l × w × s), using deionized water as the working medium. The experiment was carried out under atmospheric pressure, covering the range in inlet temperature of 50–90 °C, mass flux of 4.04–24.24 kg/(m2·s), and heat flux of 6.41–48.08 kW/m2. A high-speed photography was used to classified the flow patterns and flow regimes in each stage and analyze the corresponding local and average heat transfer characteristics. The results indicate that a secondary enhancement in heat transfer during the transition from convective boiling (CB) to the film evaporation (FE) mechanism. The wall superheat at onset of film evaporation (ONB), onset of fully developed boiling (OFDB), and onset of film evaporation (OFE) exhibited a strong positive correlation with heat flux, while the influences of inlet temperature and mass flux were negligible. The average HTC in the narrow channel is dictated by the flow regime distribution. A comprehensive evaluation of numerous predictive models for thermal-hydraulic thresholds and heat transfer coefficients was conducted. New correlations for ONB, OFDB, OFE, and average HTC were developed and demonstrated excellent predictive accuracy, with mean relative errors (MRE) of −2.71%, −2.80%, 3.25%, and 0.19%, respectively.
在单向电加热的垂直向上的窄矩形通道内进行了两相流沸腾实验。通道几何尺寸为686 mm × 216 mm × 2.75 mm (l × w × s),以去离子水为工质。实验在常压下进行,入口温度50 ~ 90℃,质量通量4.04 ~ 24.24 kg/(m2·s),热流通量6.41 ~ 48.08 kW/m2。采用高速摄影技术对各阶段的流态和流型进行了分类,并分析了相应的局部和平均换热特性。结果表明,在从对流沸腾(CB)过渡到膜蒸发(FE)的过程中,传热发生了二次强化。膜蒸发起始壁面过热度(ONB)、完全沸腾起始时间(OFDB)和膜蒸发起始时间(OFE)与热流密度呈显著正相关,进口温度和质量流密度的影响可以忽略不计。窄通道中的平均HTC由流态分布决定。对众多的热液阈值和传热系数预测模型进行了综合评价。建立了ONB、OFDB、OFE和平均HTC的新相关性,并证明了良好的预测准确性,平均相对误差(MRE)分别为- 2.71%、- 2.80%、3.25%和0.19%。
{"title":"Experimental study on boiling heat transfer characteristics and thermal-hydraulic thresholds in a vertical upward rectangular narrow channel","authors":"Chen Sun ,&nbsp;Ren Dai ,&nbsp;Leren Tao ,&nbsp;Cheng Jin ,&nbsp;Wanying Chang ,&nbsp;Peiyu Liu ,&nbsp;Zheming Cheng","doi":"10.1016/j.icheatmasstransfer.2026.110554","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110554","url":null,"abstract":"<div><div>Two-phase flow boiling experiment has conducted in a visual vertically upward narrow rectangular channel featuring unilaterally electric heating. The geometric dimension of the channel is 686 mm × 216 mm × 2.75 mm (<em>l</em> × <em>w</em> × <em>s</em>), using deionized water as the working medium. The experiment was carried out under atmospheric pressure, covering the range in inlet temperature of 50–90 °C, mass flux of 4.04–24.24 kg/(m<sup>2</sup>·s), and heat flux of 6.41–48.08 kW/m<sup>2</sup>. A high-speed photography was used to classified the flow patterns and flow regimes in each stage and analyze the corresponding local and average heat transfer characteristics. The results indicate that a secondary enhancement in heat transfer during the transition from convective boiling (CB) to the film evaporation (FE) mechanism. The wall superheat at onset of film evaporation (ONB), onset of fully developed boiling (OFDB), and onset of film evaporation (OFE) exhibited a strong positive correlation with heat flux, while the influences of inlet temperature and mass flux were negligible. The average HTC in the narrow channel is dictated by the flow regime distribution. A comprehensive evaluation of numerous predictive models for thermal-hydraulic thresholds and heat transfer coefficients was conducted. New correlations for ONB, OFDB, OFE, and average HTC were developed and demonstrated excellent predictive accuracy, with mean relative errors (MRE) of −2.71%, −2.80%, 3.25%, and 0.19%, respectively.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110554"},"PeriodicalIF":6.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022693","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
Saturation–capillary suction curve for unsaturated flow in asphalt mixtures: Governing factors and pore-distribution-dependent mechanism 沥青混合料非饱和流动的饱和-毛细吸力曲线:控制因素和孔隙分布依赖机制
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-22 DOI: 10.1016/j.icheatmasstransfer.2026.110594
Xinxing Bian , Huining Xu , Shiyuan Li
Understanding the relationship between water saturation and capillary suction in asphalt mixtures is essential for predicting unsaturated flow and hydrological performance in pavement systems. However, rigorous experimental investigations into the saturation–capillary suction (S-Sc) curves of asphalt mixtures remain limited, and the underlying mechanisms governing their evolution are still elusive. This study aims to (1) comprehensively investigate the S-Sc curves of asphalt mixtures and their key influencing factors, and (2) clarify the pore-dependent water retention mechanism underlying the S-Sc relationship. The S-Sc curves of two common asphalt mixtures, from saturation to residual water content, were characterized through suction-controlled desaturation tests. The effects of material properties (compaction state, asphalt type, aggregate type) and environmental conditions (freeze–thaw (F–T) cycles, wet–dry (W-D) cycles) on the S-Sc curves were elucidated. Non-parametric Friedman tests and post-hoc multiple comparisons revealed that pore-related factors primarily influence the evolution of the S-Sc curves. Furthermore, correlating pore size distribution (PSD) with the S-Sc curves indicated that both the PSD and the dominant pore size control the overall shape of the curve, with a significant linear correlation observed between the inverse cumulative frequency of pore size and decrease in saturation. Nevertheless, applying classical porous media models to describe the measured S-Sc curves of asphalt mixtures showed local inadequacies and required modifications. This work provides fundamental insights for improving constitutive models of unsaturated hydraulic behavior in pavement materials and is of practical significance for evaluating moisture damage mitigation strategies and the hydrological functionality of pavements in humid and semi-humid regions.
了解沥青混合料含水饱和度与毛细吸力之间的关系对于预测路面系统的非饱和流动和水文性能至关重要。然而,对沥青混合料饱和-毛细吸力(S-Sc)曲线的严格实验研究仍然有限,其演变的潜在机制仍然难以捉摸。本研究旨在:(1)全面研究沥青混合料的S-Sc曲线及其关键影响因素;(2)阐明S-Sc关系背后的孔隙依赖保水机制。通过吸控脱饱和试验,对两种常用沥青混合料从饱和到残余含水量的S-Sc曲线进行了表征。分析了材料特性(压实状态、沥青类型、骨料类型)和环境条件(冻融循环、干湿循环)对S-Sc曲线的影响。非参数Friedman检验和事后多重比较表明,孔隙相关因素主要影响S-Sc曲线的演变。此外,孔隙大小分布(PSD)与S-Sc曲线的相关性表明,PSD和优势孔径控制着S-Sc曲线的整体形状,孔隙大小逆累积频率与饱和度下降之间存在显著的线性相关。然而,应用经典多孔介质模型来描述沥青混合料的S-Sc曲线存在局部不足,需要进行修改。这项工作为改进路面材料非饱和水力特性的本构模型提供了基础见解,对于评估潮湿和半潮湿地区路面的水损伤缓解策略和水文功能具有实际意义。
{"title":"Saturation–capillary suction curve for unsaturated flow in asphalt mixtures: Governing factors and pore-distribution-dependent mechanism","authors":"Xinxing Bian ,&nbsp;Huining Xu ,&nbsp;Shiyuan Li","doi":"10.1016/j.icheatmasstransfer.2026.110594","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110594","url":null,"abstract":"<div><div>Understanding the relationship between water saturation and capillary suction in asphalt mixtures is essential for predicting unsaturated flow and hydrological performance in pavement systems. However, rigorous experimental investigations into the saturation–capillary suction (<em>S</em>-<em>S</em><sub>c</sub>) curves of asphalt mixtures remain limited, and the underlying mechanisms governing their evolution are still elusive. This study aims to (1) comprehensively investigate the <em>S-S</em><sub>c</sub> curves of asphalt mixtures and their key influencing factors, and (2) clarify the pore-dependent water retention mechanism underlying the <em>S-S</em><sub>c</sub> relationship. The <em>S-S</em><sub>c</sub> curves of two common asphalt mixtures, from saturation to residual water content, were characterized through suction-controlled desaturation tests. The effects of material properties (compaction state, asphalt type, aggregate type) and environmental conditions (freeze–thaw (F–T) cycles, wet–dry (W-D) cycles) on the <em>S-S</em><sub>c</sub> curves were elucidated. Non-parametric Friedman tests and post-hoc multiple comparisons revealed that pore-related factors primarily influence the evolution of the <em>S-S</em><sub>c</sub> curves. Furthermore, correlating pore size distribution (PSD) with the <em>S-S</em><sub>c</sub> curves indicated that both the PSD and the dominant pore size control the overall shape of the curve, with a significant linear correlation observed between the inverse cumulative frequency of pore size and decrease in saturation. Nevertheless, applying classical porous media models to describe the measured <em>S-S</em><sub>c</sub> curves of asphalt mixtures showed local inadequacies and required modifications. This work provides fundamental insights for improving constitutive models of unsaturated hydraulic behavior in pavement materials and is of practical significance for evaluating moisture damage mitigation strategies and the hydrological functionality of pavements in humid and semi-humid regions.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110594"},"PeriodicalIF":6.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022400","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
4E assessment and production optimization of conical solar distillers: Investigating the dual effect of magnetic field distribution of disc magnets with external truncated reflectors 锥形太阳能蒸馏器的4E评价与生产优化:研究外截形反射盘磁体磁场分布的双重效应
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-22 DOI: 10.1016/j.icheatmasstransfer.2026.110558
Majdi Amin , Mohammed El Hadi Attia , Mohamed Benghanem , Mohamed Koraiem Handawy , K. Harby , Mohamed Abdelgaied
Freshwater scarcity is one of the most significant global challenges, especially in arid and semi-arid regions. Solar still is a sustainable and low-cost option, but its application remains limited due to low productivity and efficiency. This study aims to improve the performance of a conical solar still (CSS) by integrating cylindrical magnets inside the basin to influence the behavior of water molecules and reduce surface tension and adding external reflectors to increase the absorbed solar energy. A comprehensive evaluation was conducted, including energy, exergy, economic, environmental, and eco-economic analyses, as well as sustainability indicators. Five different configurations were tested: conventional conical still (CHSS), still with reflectors (CSS&TER), still with parallel magnets and reflectors (CSS-PDM&TER), still with linear magnets and reflectors (CSS-IDM&TER), and still with zigzag magnets and reflectors (CSS-ZDM&TER). The results showed significant improvements in all developed models, with daily productivity reaching 4.24 l/m2 (CHSS), 5.58 (CSS&TER), 9.46 (CSS-PDM&TER), 7.46 (CSS-IDM&TER), and 8.52 (CSS-ZDM&TER). The thermal efficiency also increased from 32.59% (CHSS) to 43.37%, 72.97%, 56.83%, and 64.86%, while the exergy efficiency improved by 63.13%, 331.30%, 157.02%, and 234.81%, respectively. Economically, the cost of production per liter decreased from 0.0118 $/l.m2 (CHSS) to a minimum of 0.0076 $/l.m2, and the payback period was shortened from 2.36 months to 1.52 months. Environmentally, the combined lifetime net CO2 emission reductions for the distillers were 17.4 tons (CHSS), 23.1 tons (CSS&TER), 39.1 tons (CSS-PDM&TER), 30.8 tons (CSS-IDM&TER), and 35.2 tons (CSS-ZDM&TER), reflecting relative increases of 33%, 124%, 77%, and 102% compared to the conventional distiller. Carbon credit returns were 251.61 $, 334.25 $, 566.28$, 446.97$, and 510.98$, respectively, reflecting economic improvements ranging from 33% to 125%. These results confirm that integrating reflectors with magnets represents a promising approach for achieving high productivity at lower cost and with a sustainable environmental impact.
淡水短缺是全球面临的最重大挑战之一,在干旱和半干旱地区尤其如此。太阳能仍然是一种可持续和低成本的选择,但由于生产力和效率低,其应用仍然受到限制。本研究旨在通过在盆内集成圆柱形磁铁来影响水分子的行为和降低表面张力,并增加外部反射器来增加吸收的太阳能,从而提高锥形太阳能蒸馏器(CSS)的性能。进行了综合评价,包括能源、能源、经济、环境和生态经济分析以及可持续性指标。测试了五种不同的配置:传统的锥形静止器(CHSS),仍然有反射器(CSS&;TER),仍然有平行磁铁和反射器(CSS-PDM&;TER),仍然有线性磁铁和反射器(css - id&;TER),仍然有之字形磁铁和反射器(CSS-ZDM&;TER)。结果表明,所有开发模型的日生产率均有显著提高,分别达到4.24 l/m2 (CHSS)、5.58 l/m2 (CSS&;TER)、9.46 l/m2 (CSS-PDM&;TER)、7.46 l/m2 (css - id&;TER)和8.52 l/m2 (CSS-ZDM&;TER)。热效率也从32.59% (CHSS)提高到43.37%、72.97%、56.83%和64.86%,火用效率分别提高了63.13%、331.30%、157.02%和234.81%。经济上,每升的生产成本从0.0118美元/升下降。m2 (CHSS)至最低0.0076美元/升。M2,投资回收期由2.36个月缩短至1.52个月。在环境方面,这些蒸馏器的总寿命净二氧化碳排放量分别为17.4吨(CHSS)、23.1吨(css&ter)、39.1吨(css - pdm&ter)、30.8吨(css - id&;TER)和35.2吨(CSS-ZDM&;TER),与传统蒸馏器相比,分别增长了33%、124%、77%和102%。碳信用回报分别为251.61美元、334.25美元、566.28美元、446.97美元和510.98美元,反映了33%至125%的经济改善。这些结果证实,将反射器与磁铁集成是一种很有前途的方法,可以以较低的成本实现高生产率,并对环境产生可持续影响。
{"title":"4E assessment and production optimization of conical solar distillers: Investigating the dual effect of magnetic field distribution of disc magnets with external truncated reflectors","authors":"Majdi Amin ,&nbsp;Mohammed El Hadi Attia ,&nbsp;Mohamed Benghanem ,&nbsp;Mohamed Koraiem Handawy ,&nbsp;K. Harby ,&nbsp;Mohamed Abdelgaied","doi":"10.1016/j.icheatmasstransfer.2026.110558","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110558","url":null,"abstract":"<div><div>Freshwater scarcity is one of the most significant global challenges, especially in arid and semi-arid regions. Solar still is a sustainable and low-cost option, but its application remains limited due to low productivity and efficiency. This study aims to improve the performance of a conical solar still (CSS) by integrating cylindrical magnets inside the basin to influence the behavior of water molecules and reduce surface tension and adding external reflectors to increase the absorbed solar energy. A comprehensive evaluation was conducted, including energy, exergy, economic, environmental, and eco-economic analyses, as well as sustainability indicators. Five different configurations were tested: conventional conical still (CHSS), still with reflectors (CSS&amp;TER), still with parallel magnets and reflectors (CSS-PDM&amp;TER), still with linear magnets and reflectors (CSS-IDM&amp;TER), and still with zigzag magnets and reflectors (CSS-ZDM&amp;TER). The results showed significant improvements in all developed models, with daily productivity reaching 4.24 l/m<sup>2</sup> (CHSS), 5.58 (CSS&amp;TER), 9.46 (CSS-PDM&amp;TER), 7.46 (CSS-IDM&amp;TER), and 8.52 (CSS-ZDM&amp;TER). The thermal efficiency also increased from 32.59% (CHSS) to 43.37%, 72.97%, 56.83%, and 64.86%, while the exergy efficiency improved by 63.13%, 331.30%, 157.02%, and 234.81%, respectively. Economically, the cost of production per liter decreased from 0.0118 $/l.m<sup>2</sup> (CHSS) to a minimum of 0.0076 $/l.m<sup>2</sup>, and the payback period was shortened from 2.36 months to 1.52 months. Environmentally, the combined lifetime net CO2 emission reductions for the distillers were 17.4 tons (CHSS), 23.1 tons (CSS&amp;TER), 39.1 tons (CSS-PDM&amp;TER), 30.8 tons (CSS-IDM&amp;TER), and 35.2 tons (CSS-ZDM&amp;TER), reflecting relative increases of 33%, 124%, 77%, and 102% compared to the conventional distiller. Carbon credit returns were 251.61 $, 334.25 $, 566.28$, 446.97$, and 510.98$, respectively, reflecting economic improvements ranging from 33% to 125%. These results confirm that integrating reflectors with magnets represents a promising approach for achieving high productivity at lower cost and with a sustainable environmental impact.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110558"},"PeriodicalIF":6.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022399","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
Research on the correlation between roughness parameters and lubrication characteristics of gear tooth surfaces based on thermoellastoplastic hydrodynamic lubrication 基于热塑性流体动力润滑的齿轮齿面粗糙度参数与润滑特性的相关性研究
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-22 DOI: 10.1016/j.icheatmasstransfer.2026.110606
Jiling Chen , Xin Li , Jinyuan Tang , Liangliang Lv , Wen Shao , Shengyu You , Zhaoyang Tian
Accurate modeling and prediction of the lubrication state in gear transmissions are essential for high-end equipment such as aviation and new energy vehicles. Currently, research on the correlation between rough tooth surface and its lubrication characteristics is scarce. Based on extensive measured grinding topography, this paper calculated the average oil film thickness, pressure, and temperature in the Hertzian contact zone of spur gear pairs under thermoelastoplastic hydrodynamic lubrication, considering different torques and speeds. Data augmentation conforming to the correlation constraints among rough surface height characteristic parameters was developed using CTAB-GAN+ and the Johnson transformation method. The machine-learning-based surrogate model was used to relate topography parameters to the average oil film thickness. Statistical partial correlation analysis and the Sobol method were employed to identify sensitive parameters. The results show: (1) Grinding topography significantly influences the average oil film thickness, but has minor effects on the average oil film pressure and temperature; (2) Gear torque and speed alter the importance ranking of topography parameters; (3) Comprehensive evaluation shows that the most influential parameters on the average oil film thickness, in descending order, are: root mean square height (Sq), core void volume (Vvc), peak extreme height (Sxp), developed interfacial area ratio (Sdr), and core material volume (Vmc). (4) Incorporating key topography parameters beyond the widely used Sq improves prediction accuracy: The RMSE and MAE of XGBoost and RF models decreased by 19.8% ∼ 29.8% and 16.5% ∼ 18.0%, respectively. The study provides new insights and technical support for the anti-fatigue design and manufacturing of rough tooth surfaces.
齿轮传动润滑状态的准确建模和预测对于航空、新能源汽车等高端装备至关重要。目前,对粗糙齿面与其润滑特性之间关系的研究较少。在广泛测量磨削形貌的基础上,计算了热弹塑性流体动力润滑下直齿轮副赫兹接触区的平均油膜厚度、压力和温度,考虑了不同的扭矩和转速。采用CTAB-GAN+和Johnson变换方法对粗糙表面高度特征参数进行了符合相关性约束的数据增强。利用基于机器学习的代理模型将地形参数与平均油膜厚度联系起来。采用统计偏相关分析和Sobol法确定敏感参数。结果表明:(1)磨削形貌对平均油膜厚度影响显著,对平均油膜压力和温度影响较小;(2)齿轮转矩和转速改变地形参数的重要性排序;(3)综合评价表明,对平均油膜厚度影响最大的参数由大到小依次为:均方根高度(Sq)、岩心空隙体积(Vvc)、峰值高度(Sxp)、发育界面面积比(Sdr)、岩心物质体积(Vmc)。(4)在广泛使用的Sq之外加入关键地形参数提高了预测精度:XGBoost和RF模型的RMSE和MAE分别降低了19.8% ~ 29.8%和16.5% ~ 18.0%。该研究为粗糙齿面抗疲劳设计与制造提供了新的思路和技术支持。
{"title":"Research on the correlation between roughness parameters and lubrication characteristics of gear tooth surfaces based on thermoellastoplastic hydrodynamic lubrication","authors":"Jiling Chen ,&nbsp;Xin Li ,&nbsp;Jinyuan Tang ,&nbsp;Liangliang Lv ,&nbsp;Wen Shao ,&nbsp;Shengyu You ,&nbsp;Zhaoyang Tian","doi":"10.1016/j.icheatmasstransfer.2026.110606","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110606","url":null,"abstract":"<div><div>Accurate modeling and prediction of the lubrication state in gear transmissions are essential for high-end equipment such as aviation and new energy vehicles. Currently, research on the correlation between rough tooth surface and its lubrication characteristics is scarce. Based on extensive measured grinding topography, this paper calculated the average oil film thickness, pressure, and temperature in the Hertzian contact zone of spur gear pairs under thermoelastoplastic hydrodynamic lubrication, considering different torques and speeds. Data augmentation conforming to the correlation constraints among rough surface height characteristic parameters was developed using CTAB-GAN+ and the Johnson transformation method. The machine-learning-based surrogate model was used to relate topography parameters to the average oil film thickness. Statistical partial correlation analysis and the Sobol method were employed to identify sensitive parameters. The results show: (1) Grinding topography significantly influences the average oil film thickness, but has minor effects on the average oil film pressure and temperature; (2) Gear torque and speed alter the importance ranking of topography parameters; (3) Comprehensive evaluation shows that the most influential parameters on the average oil film thickness, in descending order, are: root mean square height (<em>Sq</em>), core void volume (<em>Vvc</em>), peak extreme height (<em>Sxp</em>), developed interfacial area ratio (<em>Sdr</em>), and core material volume (<em>Vmc</em>). (4) Incorporating key topography parameters beyond the widely used <em>Sq</em> improves prediction accuracy: The RMSE and MAE of XGBoost and RF models decreased by 19.8% ∼ 29.8% and 16.5% ∼ 18.0%, respectively. The study provides new insights and technical support for the anti-fatigue design and manufacturing of rough tooth surfaces.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110606"},"PeriodicalIF":6.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022403","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
Fuel cell electric vehicles: Innovations, challenges, and the path to sustainable mobility 燃料电池电动汽车:创新、挑战和通往可持续移动的道路
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-22 DOI: 10.1016/j.icheatmasstransfer.2026.110520
Hussein Togun , Ali Basem , Muhsin Jaber Jweeg , Ali E. Anqi , Hayder I. Mohammed , Sivakumar Karthikeyan , Farhan Lafta Rashid , Anirban Chattopadhyay , Bhupendra K. Sharma , Ephraim Bonah Agyekum
One of the most promising technological directions towards decarbonizing transportation is Fuel Cell Electric Vehicles (FCEVs), as they have zero tailpipe emission, and are able to refuel quickly. The paper is a review of recent progress and longstanding challenges in FCEV technology. Proton exchange Membrane Fuel Cells that are commercially available reach system efficiencies of 58–62%, and have driving ranges up to 600 km, and refueling times of 3–5 min. Nevertheless, the cost of fuel cell systems has been the main obstacle to adoption, with currently high prices of systems ranging between 90 and 120$/kW, which is still considerably higher than the long-term goal of the U.S. Department of Energy of 40$/kW. Platinum-group metal catalysts and low-volume manufacturing contribute to this cost difference to a large extent. A critical assessment shows that it has a complementary relationship with Battery Electric Vehicles (BEVs): where BEVs are characterized by better well-to-wheel efficiency (≈85%), FCEVs have specific advantages in terms of required minimal downtime, long range, and high payload, such as heavy-duty transportation. The virtue of FCEVs in terms of the environment depends on hydrogen production technologies with green hydrogen through renewable-powered electrolysis being required to attain a low-carbon lifecycle. Such issues as the lack of hydrogen refueling stations, the necessity of efficient and stable catalysts at low cost, and the development of vehicle to grid systems to connect FCEVs and renewable energy grids are significant challenges. Material innovation, building infrastructure and enabling policy are important to overcome these barriers in achieving the potential of FCEVs in a sustainable mobility ecosystem.
脱碳交通最有前途的技术方向之一是燃料电池电动汽车(fcev),因为它们没有尾气排放,并且能够快速加油。本文综述了燃料电池汽车技术的最新进展和长期存在的挑战。市面上的质子交换膜燃料电池的系统效率可达58-62%,行驶里程可达600公里,加油时间为3-5分钟。然而,燃料电池系统的成本一直是采用燃料电池的主要障碍,目前燃料电池系统的价格在90至120美元/千瓦之间,这仍然远远高于美国能源部40美元/千瓦的长期目标。铂族金属催化剂和小批量生产在很大程度上造成了这种成本差异。一项关键评估表明,它与纯电动汽车(bev)具有互补关系:纯电动汽车具有更好的井到轮效率(≈85%),而fcev在所需的最短停机时间、长距离和高有效载荷(如重型运输)方面具有特定优势。fcev在环境方面的优势取决于制氢技术,需要通过可再生能源电解实现绿色氢,以实现低碳生命周期。氢气加氢站的缺乏、高效稳定的低成本催化剂的必要性、连接氢燃料电池汽车和可再生能源电网的车联网系统的发展等问题都是重大挑战。材料创新、基础设施建设和扶持政策对于克服这些障碍,实现氢燃料电池汽车在可持续移动生态系统中的潜力至关重要。
{"title":"Fuel cell electric vehicles: Innovations, challenges, and the path to sustainable mobility","authors":"Hussein Togun ,&nbsp;Ali Basem ,&nbsp;Muhsin Jaber Jweeg ,&nbsp;Ali E. Anqi ,&nbsp;Hayder I. Mohammed ,&nbsp;Sivakumar Karthikeyan ,&nbsp;Farhan Lafta Rashid ,&nbsp;Anirban Chattopadhyay ,&nbsp;Bhupendra K. Sharma ,&nbsp;Ephraim Bonah Agyekum","doi":"10.1016/j.icheatmasstransfer.2026.110520","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110520","url":null,"abstract":"<div><div>One of the most promising technological directions towards decarbonizing transportation is Fuel Cell Electric Vehicles (FCEVs), as they have zero tailpipe emission, and are able to refuel quickly. The paper is a review of recent progress and longstanding challenges in FCEV technology. Proton exchange Membrane Fuel Cells that are commercially available reach system efficiencies of 58–62%, and have driving ranges up to 600 km, and refueling times of 3–5 min. Nevertheless, the cost of fuel cell systems has been the main obstacle to adoption, with currently high prices of systems ranging between 90 and 120$/kW, which is still considerably higher than the long-term goal of the U.S. Department of Energy of 40$/kW. Platinum-group metal catalysts and low-volume manufacturing contribute to this cost difference to a large extent. A critical assessment shows that it has a complementary relationship with Battery Electric Vehicles (BEVs): where BEVs are characterized by better well-to-wheel efficiency (≈85%), FCEVs have specific advantages in terms of required minimal downtime, long range, and high payload, such as heavy-duty transportation. The virtue of FCEVs in terms of the environment depends on hydrogen production technologies with green hydrogen through renewable-powered electrolysis being required to attain a low-carbon lifecycle. Such issues as the lack of hydrogen refueling stations, the necessity of efficient and stable catalysts at low cost, and the development of vehicle to grid systems to connect FCEVs and renewable energy grids are significant challenges. Material innovation, building infrastructure and enabling policy are important to overcome these barriers in achieving the potential of FCEVs in a sustainable mobility ecosystem.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110520"},"PeriodicalIF":6.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022698","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
Machine learning approach for multi-parameter performance estimations of EC fan coil units using heating tentative database 基于加热暂态数据库的EC风机盘管多参数性能估计的机器学习方法
IF 6.4 2区 工程技术 Q1 MECHANICS Pub Date : 2026-01-22 DOI: 10.1016/j.icheatmasstransfer.2026.110616
Burak Uguz , Andaç Batur Çolak , Yakup Karakoyun , Zafer Gemici , Ozgen Acikgoz , Ahmet Selim Dalkilic
Fan coils (FCs) are widely utilized, yet little is known about their performance under different operating conditions. A segment of a comprehensive experimental dataset with 1727 data points is used to develop and train four artificial neural network (ANN) architectures to computationally estimate the heat output and available power of a ceiling-mounted FC. The tests have been done via a specifically devised AMCA 210 test apparatus, under interior air and heat exchanger (HEX) fluid conditions recommended by EUROVENT. Utilizing six given inputs, the 1st ANN estimated the airflow rate and fan power. With five dissimilar input parameters, the exit temperature of air as well as the heating capacity was forecasted. Considering five separate inputs, the 3rd ANN assessed the pressure drops at the water side pertaining to the HEX. Depending on eight diverse inputs, the air exit temperature and power of the fan alongside total heating capacity were estimated. In the network models of 10 neurons in the hidden layer, the Levenberg-Marquardt training method has been utilized. Considering the 1st ANN, the deviation that pertained to the air flow rate was found to be −0.59%, as the deviations relevant to the air outlet temperature and heating capacity in the 2nd ANN were detected to be 0.001% and 0.03%, respectively. Additionally, the 3rd ANN resulted in a deviant value of −0.07%, referring to the fluid pressure loss. The 4th ANN has also brought about deviations of −0.005%, −0.13%, and + 0.09%, referring to exit air temperature, heating capacity, and fan power, respectively.
风机盘管被广泛应用,但对其在不同工况下的性能了解甚少。利用一段1727个数据点的综合实验数据集,开发和训练了四个人工神经网络(ANN)架构,以计算估计天花板安装的FC的热量输出和可用功率。测试通过专门设计的AMCA 210测试设备,在EUROVENT推荐的内部空气和热交换器(HEX)流体条件下进行。利用六个给定的输入,第一个人工神经网络估计了气流速率和风扇功率。在5个不同的输入参数下,预测了出口空气温度和热容量。考虑到五个单独的输入,第三个人工神经网络评估了与HEX相关的水侧压力降。根据8个不同的输入,风机的出口温度和功率以及总加热能力进行了估计。在隐含层10个神经元的网络模型中,采用Levenberg-Marquardt训练方法。考虑到第一个人工神经网络,与空气流量有关的偏差为- 0.59%,而与第二人工神经网络的出风口温度和热容量有关的偏差分别为0.001%和0.03%。此外,第三次人工神经网络的偏差值为- 0.07%,指的是流体压力损失。第4次人工神经网络对出口空气温度、加热能力和风扇功率的偏差分别为- 0.005%、- 0.13%和+ 0.09%。
{"title":"Machine learning approach for multi-parameter performance estimations of EC fan coil units using heating tentative database","authors":"Burak Uguz ,&nbsp;Andaç Batur Çolak ,&nbsp;Yakup Karakoyun ,&nbsp;Zafer Gemici ,&nbsp;Ozgen Acikgoz ,&nbsp;Ahmet Selim Dalkilic","doi":"10.1016/j.icheatmasstransfer.2026.110616","DOIUrl":"10.1016/j.icheatmasstransfer.2026.110616","url":null,"abstract":"<div><div>Fan coils (FCs) are widely utilized, yet little is known about their performance under different operating conditions. A segment of a comprehensive experimental dataset with 1727 data points is used to develop and train four artificial neural network (ANN) architectures to computationally estimate the heat output and available power of a ceiling-mounted FC. The tests have been done via a specifically devised AMCA 210 test apparatus, under interior air and heat exchanger (HEX) fluid conditions recommended by EUROVENT. Utilizing six given inputs, the 1st ANN estimated the airflow rate and fan power. With five dissimilar input parameters, the exit temperature of air as well as the heating capacity was forecasted. Considering five separate inputs, the 3rd ANN assessed the pressure drops at the water side pertaining to the HEX. Depending on eight diverse inputs, the air exit temperature and power of the fan alongside total heating capacity were estimated. In the network models of 10 neurons in the hidden layer, the Levenberg-Marquardt training method has been utilized. Considering the 1st ANN, the deviation that pertained to the air flow rate was found to be −0.59%, as the deviations relevant to the air outlet temperature and heating capacity in the 2nd ANN were detected to be 0.001% and 0.03%, respectively. Additionally, the 3rd ANN resulted in a deviant value of −0.07%, referring to the fluid pressure loss. The 4th ANN has also brought about deviations of −0.005%, −0.13%, and + 0.09%, referring to exit air temperature, heating capacity, and fan power, respectively.</div></div>","PeriodicalId":332,"journal":{"name":"International Communications in Heat and Mass Transfer","volume":"172 ","pages":"Article 110616"},"PeriodicalIF":6.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146022692","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
期刊
International Communications in Heat and Mass Transfer
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1