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International Journal of Refrigeration-revue Internationale Du Froid最新文献

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Research on the influence of heat pipes on the performance and frosting characteristics of refrigeration systems in open refrigerated display cabinet 热管对开放式冷藏陈列柜制冷系统性能及结霜特性的影响研究
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-07 DOI: 10.1016/j.ijrefrig.2026.01.007
Pei Yuan, Zheng Gong, Zewen Wang, Fei Tang, Shaojie Wang, Yanli Lu
This study experimentally validates a configuration integrating heat pipe heat exchangers (HPHEs) on both sides of the evaporator in open refrigerated display cabinets (ORDC), demonstrating significant performance improvements across three standardized ambient conditions (24°C/25°C/28°C, 60% RH). The system achieved a 4.7–10.8% reduction in defrost condensation mass, coupled with 5.9–11.8% lower energy consumption and a 30–40% decrease in compressor cycling frequency. Operational efficiency was enhanced through a 4% extension of refrigeration cycle duration and accelerated product temperature stabilization, which was 6.1% faster with post-stabilization fluctuations constrained within 2.4°C. Thermodynamic analysis confirmed improved heat transfer efficiency, evidenced by an overall heat transfer coefficient of 33.05 W/(m²·K). The integration of HPHEs enables passive precooling and dehumidification of incoming air, significantly suppressing frost formation and optimizing system stability without additional energy input. This research establishes HPHEs as a technically viable solution for achieving substantial energy savings and operational reliability in commercial refrigeration applications.
本研究通过实验验证了在开放式冷藏展示柜(ORDC)蒸发器两侧集成热管换热器(hphe)的配置,在三种标准化环境条件(24°C/25°C/28°C, 60% RH)下显示了显着的性能改进。该系统的除霜冷凝质量降低了4.7% - 10.8%,能耗降低了5.9-11.8%,压缩机循环频率降低了30-40%。通过将制冷循环时间延长4%,加速产品温度稳定,提高了操作效率,稳定后波动限制在2.4°C内,提高了6.1%。热力学分析证实了传热效率的提高,总传热系数为33.05 W/(m²·K)。hphe的集成实现了进入空气的被动预冷和除湿,显著抑制结霜的形成,优化系统稳定性,而无需额外的能量输入。这项研究确立了hphe作为技术上可行的解决方案,在商业制冷应用中实现了大量的节能和运行可靠性。
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引用次数: 0
Enough tool: decarbonizing food supply chains while improving product quality 足够的工具:在提高产品质量的同时使食品供应链脱碳
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-06 DOI: 10.1016/j.ijrefrig.2026.01.005
Denis Leducq , Hong Minh Hoang , Pieter Verboven , Graciela Alvarez
The ENOUGH tool is a web-based simulation platform designed to help reducing the carbon footprint of food supply chains while improving product quality. The tool dynamically calculates time-temperature profiles, energy consumption, and greenhouse gas (GHG) emissions across the supply chain. It models key elements such as refrigeration (considering COP, TEWI), transportation (using tonne-kilometre and the GLEC framework), and packaging. It also integrates food quality kinetic models. A significant advantage over traditional life cycle assessments (LCA) is its granular approach and unique incorporation of product quality alongside environmental impacts.
Two examples of case studies demonstrate its utility, highlighting transportation as a major GHG contributor. The first example is based on two scenarios for apple supply chains, with a long-distance imported product that has a higher environmental impact than local varieties. In the second example that focuses on yogurt's last-mile delivery, it is shown that local stores or e-commerce often result in lower emissions due to reduced consumer travel or more efficient logistics.
The objective of the ENOUGH tool is to empower users to identify and implement comprehensive strategies that make food supply systems more sustainable and environmentally friendly.
ENOUGH工具是一个基于网络的模拟平台,旨在帮助减少食品供应链的碳足迹,同时提高产品质量。该工具动态计算整个供应链的时间-温度曲线、能源消耗和温室气体(GHG)排放。它模拟了制冷(考虑COP、TEWI)、运输(使用吨公里和GLEC框架)和包装等关键要素。它还集成了食品质量动力学模型。与传统的生命周期评估(LCA)相比,一个显著的优势是它的颗粒方法和独特的产品质量与环境影响的结合。两个案例研究的例子证明了它的实用性,突出了交通运输是温室气体的主要贡献者。第一个例子基于苹果供应链的两种情况,其中长距离进口产品比本地品种对环境的影响更大。在第二个关注酸奶最后一英里配送的例子中,它表明,由于减少了消费者的旅行或提高了物流效率,当地商店或电子商务通常会导致更低的排放。“足够”工具的目标是使用户能够确定和实施使粮食供应系统更具可持续性和环境友好型的综合战略。
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引用次数: 0
Experimental measurements and molecular simulations for pvTz properties of carbon dioxide (CO2) + 1,1-difluoroethylene (R1132a) binary system in the two-phase and superheated vapor regions 二氧化碳(CO2) + 1,1-二氟乙烯(R1132a)二元体系在两相和过热蒸汽区pvTz特性的实验测量和分子模拟
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-05 DOI: 10.1016/j.ijrefrig.2026.01.002
Sebastiano Tomassetti , Lorenzo Merlonghi , Tomoaki Imai , Giovanni Di Nicola , Chieko Kondou
This study provides 23 two-phase and 133 vapor-phase pressure-specific volume-temperature-composition (pvTz) measurements for the mixture containing carbon dioxide (CO2) and 1,1-difluoroethylene (R1132a), considered a potentially low global warming potential (GWP) alternative for ultralow temperature refrigeration systems. Vapor-liquid equilibrium (VLE) and vapor-phase pvTz properties predicted through molecular dynamics (MD) simulations are also presented. An isochoric apparatus was used to measure the properties for ten CO2 mole fractions along ten isochores with specific volumes equal to (0.016846, 0.018521, 0.028775, 0.029922, 0.029931, 0.032358, 0.037241, 0.039089, 0.052176, 0.083492) m3 kg−1 in the temperature and pressure ranges from (228.15 to 303.15) K and from (404.5 to 2519.9) kPa, respectively. The two-phase measurements were used to assess the VLE of the binary system by the flash method with the Peng-Robinson (PR) and PC-SAFT equations of state (EoSs), yielding average absolute relative deviations (AARDs) between experimental and calculated pressures of 0.20% and 0.19%, respectively. The values calculated with the PR and PC-SAFT EoSs showed qualitative agreement with the VLE properties from MD simulations, yielding AARD(p) of 3.44 % and 3.32 %, respectively. The measurements carried out in the superheated vapor region were compared with calculations from the PR and PC-SAFT EoSs, obtaining low deviations (AARD(p) of 0.38 % for the PR EoS and 0.33 % for the PC-SAFT EoS). Finally, a qualitatively good agreement between the MD simulations and the EoS calculations was also observed in the superheated vapor region (AARD(p) of 1.02 % for the PR EoS and 1.00 % for the PC-SAFT EoS).
本研究为含有二氧化碳(CO2)和1,1-二氟乙烯(R1132a)的混合物提供了23个两相和133个气相压力比体积温度组成(pvTz)测量值,该混合物被认为是超低温制冷系统的潜在低全球变暖潜能值(GWP)替代品。通过分子动力学(MD)模拟预测了气液平衡(VLE)和气相pvTz性质。在温度和压力分别为(228.15 ~ 303.15)K和(404.5 ~ 2519.9)kPa的范围内,用等时线仪测量了10个CO2摩尔分数的性质,这些等时线的比容分别为(0.016846、0.018521、0.028775、0.029922、0.029931、0.032358、0.037241、0.039089、0.052176、0.083492)m3 kg−1。利用两相测量结果,利用Peng-Robinson (PR)和PC-SAFT状态方程(eos),利用闪蒸法评估了二元体系的VLE,实验压力和计算压力之间的平均绝对相对偏差(AARDs)分别为0.20%和0.19%。PR和PC-SAFT eos计算的值与MD模拟的VLE特性在质量上一致,AARD(p)分别为3.44%和3.32%。在过热蒸汽区进行的测量与PR和PC-SAFT EoS的计算进行了比较,得到了低偏差(PR EoS的AARD(p)为0.38%,PC-SAFT EoS的AARD(p)为0.33%)。最后,在过热蒸汽区,MD模拟和EoS计算之间的定性一致性也很好(PR EoS的AARD(p)为1.02%,PC-SAFT EoS的AARD(p)为1.00%)。
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引用次数: 0
Research on piston offset suppression and structure optimization for free piston linear compressors in pulse tube cryocoolers 脉冲管制冷机中自由活塞线性压缩机活塞偏置抑制及结构优化研究
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-05 DOI: 10.1016/j.ijrefrig.2026.01.006
Zhouhang Hu , Xuan Yu , Zhenxing Li , Mingsheng Tang , Huiming Zou , Jun Shen
As the core driving component of pulse tube cryocoolers (PTCs), free piston linear compressors are susceptible to piston offset in actual operation, affecting the stroke and performance. This paper employed a magnetic resonance linear compressor (MRLC) to drive PTC, utilizing the magnetic spring effect of magnetic resonance linear motor (MRLM) to suppress piston offset. Through a combination of experimental and finite element analysis (FEA), the paper systematically elucidated the piston offset characteristics of the linear compressor and optimized the MRLM structure. Research shows that piston offset is mainly driven by the mean pressure difference (MPD) between the compression pressure and back pressure. The MRLM exhibits a preload force of 54.1 N at the origin, and the magnetic spring stiffness has a non-symmetrical distribution with low stiffness on the left and high stiffness on the right. The magnetic spring effect in the MRLM, operating similarly to an eccentric spring, suppresses piston offset by utilizing the magnetic spring force at the origin (MSFO) and the asymmetry in magnetic spring stiffness on either side of the origin. The simulation demonstrated that the MRLC can maintain a negative offset of -0.75 mm under high charge pressure of 3.6 MPa, which is significantly lower than that of the Redlich-type linear compressor. Furthermore, by adjusting the dimensions of the linear motor, the MSFO can be regulated to reduce piston offset. This approach provides an alternative design strategy for suppressing piston offset in free piston linear compressors.
自由活塞式直线压缩机作为脉冲管制冷机的核心驱动部件,在实际运行中容易发生活塞偏置,影响行程和性能。本文采用磁共振直线压缩机(MRLC)驱动PTC,利用磁共振直线电机(MRLM)的磁弹簧效应抑制活塞偏置。通过实验与有限元分析相结合的方法,系统阐述了直线压缩机活塞偏置特性,并对MRLM结构进行了优化。研究表明,活塞偏置主要由压缩压力和背压之间的平均压差(MPD)驱动。MRLM在原点处的预紧力为54.1 N,磁弹簧刚度呈左刚度低、右刚度高的非对称分布。磁弹簧效应在MRLM中,类似于偏心弹簧的操作,通过利用原点(MSFO)的磁弹簧力和原点两侧磁弹簧刚度的不对称性来抑制活塞偏移。仿真结果表明,在3.6 MPa的高压充注压力下,MRLC能保持-0.75 mm的负偏置,显著低于redlich型线性压气机。此外,通过调整直线电机的尺寸,可以调节MSFO以减少活塞偏移量。这种方法为抑制自由活塞式直线压缩机的活塞偏置提供了一种新的设计策略。
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引用次数: 0
A new type of absorber based on ultrasonic atomization enhanced in-tube falling film absorption process 一种基于超声雾化增强管内降膜吸收的新型吸收器
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-03 DOI: 10.1016/j.ijrefrig.2026.01.004
Chuang Pan , Shenghao Huang , Yunfeng Qiu , Shuhong Li , Teng Jia , Yanjun Li , Jun Wu , Gui Li
The absorber is a core component of the ammonia-water absorption refrigeration system (AARS). The ultrasonic atomizer can atomize the falling film solution into droplets, which is used to increase the effective mass transfer area between ammonia vapor and the solution. This paper proposes a new type of absorber with an ultrasonic atomizer installed inside the falling film tube and conducts simulation research. The results show that the ammonia absorption amounts of the in-tube parallel atomization absorber (Mode B) and the series atomization absorber (Mode C) are increased by 33.7% and 33.8% respectively. The ultrasonic atomizer significantly improves the absorption effect of the in-tube falling film absorber, which provides a new design idea and theoretical support for improving the performance of the absorber.
吸收体是氨-水吸收式制冷系统的核心部件。超声波雾化器可以将下落的膜溶液雾化成液滴,用于增加氨蒸汽与溶液之间的有效传质面积。本文提出了在降膜管内安装超声雾化器的新型吸波器,并进行了仿真研究。结果表明:管内平行雾化吸收塔(B模式)和串联雾化吸收塔(C模式)的氨吸收量分别提高了33.7%和33.8%;超声雾化器显著改善了管内降膜吸收器的吸收效果,为提高降膜吸收器的性能提供了新的设计思路和理论支持。
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引用次数: 0
CFD analysis of an evaporator in diffusion absorption refrigeration systems using helium as an auxiliary gas 以氦为辅助气体的扩散吸收式制冷系统蒸发器的CFD分析
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-03 DOI: 10.1016/j.ijrefrig.2026.01.003
S. Zebbar, D. Zebbar, Z. Rahmani
This paper details a computational fluid dynamics (CFD) simulation applied to the evaporator of a diffusion absorption refrigeration (DAR) system, using a water-ammonia mixture as the working fluid and helium as an auxiliary gas. Although hydrogen is traditionally preferred in DAR systems due to its favorable properties for separation in the absorber and enhanced mass transfer, its high flammability imposes safety constraints. Therefore, to address these concerns and improve system efficiency, helium is considered a safer alternative, particularly for high-power units. Moreover, building on a previously validated numerical model of the evaporator in CONVERGE CFD with the Reynolds-Averaged Navier-Stokes (RANS) approach, this study investigates the evaporator’s behavior across operating pressures of 10–25 bar, aiming to determine the optimal pressure when helium is used as the auxiliary gas.
A series of simulations were performed for total pressure values ranging from 10 to 25 bar. The findings indicate that lower total pressures result in reduced evaporation temperatures across the evaporator, leading to improved evaporation and heat transfer efficiency. Notably, a total pressure of 10-12 bar is identified as optimal for maximizing cooling capacity when helium is used as the auxiliary gas in a water-ammonia DAR system. These findings underscore the potential of helium in solar-driven absorption–diffusion refrigeration systems, despite its scarcity and high cost, particularly under the limited thermal input characteristic of renewable sources. The results indicate that helium’s unique properties make it an attractive option for enhancing both safety and efficiency, with the DAR system performing noticeably better when operated with helium than with hydrogen.
以水-氨混合物为工作流体,氦气为辅助气体,对扩散吸收式制冷(DAR)系统蒸发器进行了计算流体力学(CFD)模拟。传统上,氢气是DAR系统的首选,因为它在吸收器中具有良好的分离性能和增强的传质性,但其高可燃性限制了安全性。因此,为了解决这些问题并提高系统效率,氦气被认为是一种更安全的替代品,特别是对于大功率装置。此外,基于先前在CONVERGE CFD中使用reynolds - average Navier-Stokes (RANS)方法验证的蒸发器数值模型,本研究研究了蒸发器在10-25 bar工作压力下的行为,旨在确定使用氦气作为辅助气体时的最佳压力。对10 ~ 25bar的总压力值进行了一系列模拟。研究结果表明,较低的总压力会降低蒸发器的蒸发温度,从而提高蒸发和传热效率。值得注意的是,当在水-氨雷达系统中使用氦气作为辅助气体时,总压力为10-12 bar被认为是冷却能力最大化的最佳选择。这些发现强调了氦在太阳能驱动的吸收-扩散制冷系统中的潜力,尽管其稀缺和高成本,特别是在可再生能源有限的热输入特性下。结果表明,氦气的独特性质使其成为提高安全性和效率的有吸引力的选择,在使用氦气时,DAR系统的性能明显优于使用氢气时。
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引用次数: 0
Corrigendum to ‘Numerical and experimental evaluation of the thermal and dynamic performance of a phase change material in an indirect solar dryer’ International Journal of Refrigeration 174 (2025) 98–110 “间接太阳能干燥器中相变材料热和动态性能的数值和实验评估”国际制冷杂志174(2025)98-110的勘误表
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-02 DOI: 10.1016/j.ijrefrig.2025.12.037
Dounia Chaatouf , Mourad Salhi , Abir Bria , Benyounes Raillani , Samir Amraqui , Ahmed Mezrhab
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引用次数: 0
Energy and exergy analysis of the portable air conditioner with different atomization methods 不同雾化方式下便携式空调的能量与火用分析
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-01 DOI: 10.1016/j.ijrefrig.2025.12.039
Hui Chen , Jiaxin Yun , Siyu Wu, Changjiajin Huang, Yingwen Liu
Portable air conditioners are popular for their convenience, high efficiency, and installation-free design. However, their unique structures present challenges, including drainage, heat dissipation, and limited energy efficiency, especially in condensate removal. Water wheel atomization (WWA) is often used to improve energy efficiency by evaporating condensate, but its effectiveness is limited, especially in high humidity, which can affect long-term operation. Building on our previous work on spray tube atomization (STA) for condensate removal, this paper compares the performance of different atomization methods in portable air conditioners. It highlights STA's advantages over WWA and its practical feasibility. Comparative experiments show a direct link between energy/exergy efficiency and condensate evaporation intensity. With its higher evaporation intensity, STA offers clear advantages in both energy/exergy efficiency and condensate removal. Under the rated conditions for condensate removal (27 °C/ 90%), STA outperformed other methods. Compared to air cooling (AC), STA increased cooling capacity by 13.2%, reduced power consumption by 7.8%, and improved the Energy Efficiency Ratio (EER) by 11.7%. To validate the results, we examined the effects of ambient temperature and humidity on STA, WWA, and AC. STA consistently outperformed the others.
便携式空调因其方便、高效和免安装设计而广受欢迎。然而,它们独特的结构带来了挑战,包括排水、散热和有限的能源效率,特别是在冷凝水去除方面。水轮雾化(Water wheel atomization, WWA)常被用于通过蒸发冷凝水来提高能源效率,但其有效性有限,特别是在高湿环境下,会影响长期运行。本文在前人对喷雾管雾化(STA)除冷凝水的研究基础上,比较了不同雾化方法在便携式空调中的性能。强调了STA相对于WWA的优势及其实际可行性。对比实验表明,能量/火用效率与凝结水蒸发强度之间存在直接联系。由于其较高的蒸发强度,STA在能源/火用效率和冷凝水去除方面都具有明显的优势。在额定除凝条件下(27°C/ 90%), STA优于其他方法。与风冷相比,空调制冷量提高13.2%,能耗降低7.8%,能效比提高11.7%。为了验证结果,我们检查了环境温度和湿度对STA、WWA和AC的影响。STA始终优于其他因素。
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引用次数: 0
On the inclination effects during R515B vaporization inside a microfin tube 微翅片管内R515B汽化过程中的倾角效应
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2026-01-01 DOI: 10.1016/j.ijrefrig.2026.01.001
Nima Irannezhad , Rasool Mohammadi , Luisa Rossetto , Andrea Diani
The impact of inclination on flow boiling inside a 7 mm outer diameter microfin tube is experimentally investigated and visualized for the low global warming refrigerant R515B. The heat transfer coefficient is evaluated at mass fluxes of 50, 100, 200, and 400 kg m–2 s–1, heat fluxes of 10, 30, and 50 kW m–2, at the saturation temperature of 30 °C, for vapor qualities ranging from 0.1 to 0.9. The investigated inclinations vary from +60° to –60° including the horizontal one. Under conditions of nucleate boiling dominance with the absence of strong convective boiling, the downward configurations experience an elevation of the heat transfer coefficient while the upward configurations have a lower heat transfer coefficient. Increasing the mass flux and heat flux to 400 kg m–2 s–1 and 50 kW m–2 nullifies the effect of inclination for all inclinations except for –60°. A noteworthy aspect with respect to –60° was the occurrence of thermal crisis at high vapor qualities, a unique phenomenon that did not occur at other inclinations at similar operating conditions, which was ascribed to the nature of the flow patterns. Two correlations (Irannezhad et al. (2024) and Mehendale (2017)) developed for flow boiling inside horizontal microfin tube were compared with the results which resulted in mean absolute error of 21.4% and 25.2% respectively. A dimensionless parameter, which is correlated with inclination factor (IF) was proposed, which could be utilized for further studies as a tool to predict the heat transfer coefficients for various inclinations.
采用低全球变暖制冷剂R515B,实验研究了倾角对7 mm外径微鳍管内流动沸腾的影响。在饱和温度为30°C时,质量通量为50、100、200和400 kg m-2 s-1,热通量为10、30和50 kW m-2,蒸汽质量范围为0.1至0.9时,传热系数进行了评估。所研究的倾角从+60°到-60°不等,包括水平倾角。在没有强对流沸腾的条件下,有核沸腾占主导地位,向下配置的传热系数升高,向上配置的传热系数降低。将质量通量和热通量增加到400 kg - m-2 s-1和50 kW - m-2,可以消除除-60°以外的所有倾角的倾角影响。关于-60°的一个值得注意的方面是在高蒸气质量下发生热危机,这是一种独特的现象,在类似的操作条件下,在其他倾角下不会发生,这归因于流动模式的性质。对水平微鳍管内流动沸腾的两种相关性(Irannezhad et al.(2024)和Mehendale(2017))的结果进行比较,平均绝对误差分别为21.4%和25.2%。提出了一个与倾角因子(IF)相关的无量纲参数,该参数可作为预测不同倾角下换热系数的工具,为进一步研究提供依据。
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引用次数: 0
Experimental and predictive investigation of a vapor compression refrigeration system with thermoelectric subcooling and multi-objective optimization of operating conditions 热电过冷蒸汽压缩制冷系统的实验与预测研究及工况多目标优化
IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-12-31 DOI: 10.1016/j.ijrefrig.2025.12.035
Ali M. Ashour , Osama B. Ahmed , Saif Ali Kadhim , Adrián Mota-Babiloni , Farhan Lafta Rashid , Abdallah Bouabidi , Kaouther Ghachem , Walid Aich
Refrigeration systems are essential in daily life. However, increasing cooling demand requires developing more efficient systems with lower environmental footprints. The integration of a thermoelectric cooler with vapor compression refrigeration systems has recently attracted attention as a practical means to improve subcooling and enhance overall performance. The present study experimentally and predictively assesses a VCR system with thermoelectric subcooling (VCR-TECS) for several low-global warming potential (GWP) refrigerants. The VCR system was improved by attaching thermoelectric modules to the condenser outlet, and tests were performed at voltages ranging from 1 to 10 V and water flow rates of 1 to 3 L/min. The introduction of thermoelectric subcooling raised evaporator cooling capacity to 8% and improved the system COP by 5-7% at moderate voltages (4-6 V). Three statistical models (Random Forest, Gradient Boosting, and Linear Regression) were developed using experimental data and validated. This was the best performance by Gradient Boosting, with an R² of more than 0.996 and an RMSE of 0.02, effectively reproducing the nonlinear trends in performance. The proposed optimization is a score-based multi-objective one that maximizes cooling capacity and COP, and minimizes total power input to determine the optimal operating conditions. Maximum unified scores were obtained by R513A (0.37) and R1234yf (0.36) at 4 V, which is an improvement in the performance of 35-40 % as compared with other refrigerants. In summary, the VCR-TECS structure offers a novel, simple, efficient, and environmentally friendly approach to improve refrigeration performance during low-voltage operation.
制冷系统在日常生活中是必不可少的。然而,不断增长的制冷需求要求开发更高效、环境足迹更小的系统。热电冷却器与蒸汽压缩制冷系统的集成作为一种改善过冷性和提高整体性能的实用手段,近年来引起了人们的关注。本研究对几种低全球变暖潜值(GWP)制冷剂的热电过冷(VCR- tecs) VCR系统进行了实验和预测评估。通过将热电模块连接到冷凝器出口,对VCR系统进行了改进,并在1 ~ 10 V电压和1 ~ 3 L/min水流速率下进行了测试。热电过冷的引入使蒸发器的制冷量提高到8%,在中等电压(4-6 V)下,系统COP提高了5-7%。利用实验数据建立了三种统计模型(随机森林、梯度增强和线性回归)并进行了验证。这是梯度增强的最佳性能,其R²大于0.996,RMSE为0.02,有效地再现了性能的非线性趋势。提出了一种基于分数的多目标优化方法,以最大制冷量和COP,最小总功率输入来确定最优运行条件。在4 V下,R513A(0.37)和R1234yf(0.36)的统一分数最高,与其他制冷剂相比,性能提高了35- 40%。总之,VCR-TECS结构提供了一种新颖、简单、高效、环保的方法来改善低压运行时的制冷性能。
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引用次数: 0
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International Journal of Refrigeration-revue Internationale Du Froid
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