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Thermal–Hydraulic Performance and Entropy Generation Analysis of a Nanoencapsulated Phase Change Material Suspension Flow Between Fixed and Rotating Cylinders Under Magnetic Field Influence 磁场影响下纳米封装相变材料在固定与旋转气缸间悬浮流动的热液性能及熵产分析
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-21 DOI: 10.1002/htj.70050
Mohammed Azeez Alomari, Ahmed M. Hassan, Abdellatif M. Sadeq, Faris Alqurashi, Mujtaba A. Flayyih

This study investigates the thermal–hydraulic performance of a nanoencapsulated phase change material (NEPCM) suspension in a rectangular enclosure featuring two counterrotating cylinders positioned between three fixed hot and three fixed cold cylinders under magnetic field influence. The system's governing equations, incorporating mixed convection, phase change, and magnetohydrodynamic (MHD) effects, were solved using the Galerkin finite element method. A comprehensive parametric analysis explored dimensionless parameters, including Reynolds number (10–100), Richardson number (0.1–10), Hartmann number (0–80), Lewis number (0.1–10), and NEPCM volume fraction (1%–4%). Results demonstrated significant enhancement in heat and mass transfer characteristics with increasing flow rates and buoyancy effects, showing up to 84% improvement in the average Nusselt number at low Richardson numbers. A noticeable influence of the magnetic field showed a substantial impact on the system performance, reducing both thermal and solute transformation rates by approximately 54% and 62%, respectively, at maximum field strength. However, higher NEPCM concentrations partially offset this reduction, improving thermal performance by 46% at maximum particle loading. The resulting outcomes provide valuable insights for optimizing MHD heat exchangers, exploding NEPCM suspensions with localized mixing enhancement through counterrotating cylinders.

本研究研究了纳米封装相变材料(NEPCM)悬浮液在磁场影响下的热工性能。该悬浮液在三个固定的热柱和三个固定的冷柱之间有两个反向旋转的圆柱体。采用Galerkin有限元法求解了混合对流、相变和磁流体动力学(MHD)效应的系统控制方程。综合参数分析探讨了无量纲参数,包括雷诺数(10-100)、理查德森数(0.1-10)、哈特曼数(0-80)、刘易斯数(0.1-10)和NEPCM体积分数(1%-4%)。结果表明,随着流速和浮力效应的增加,传热传质特性显著增强,在低理查德森数下,平均努塞尔数提高了84%。磁场的显著影响对系统性能产生了重大影响,在最大磁场强度下,热转化率和溶质转化率分别降低了约54%和62%。然而,较高的NEPCM浓度部分抵消了这种减少,在最大颗粒负载下,热性能提高了46%。结果为优化MHD热交换器提供了有价值的见解,通过反向旋转气缸对NEPCM悬浮液进行局部混合增强。
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引用次数: 0
Numerical Investigation for Y-Shaped Twisted Inserts With Trapezoidal Perforations in Heat Exchangers 热交换器中带梯形孔的y形扭曲插片的数值研究
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-21 DOI: 10.1002/htj.70054
Ammar Khamees Shakir, Ansam Adil Mohammed, Mahmoud Sh. Mahmoud, Mohammed Faris Abbas

This study introduces a novel Y-shaped twisted insert with trapezoidal perforations, a numerical study was performed to investigate the thermal-hydraulic performance of circular pipes equipped with Y-shaped inserts, for heat transfer enhancement in circular heat exchanger pipes. employing computational fluid dynamics (CFD) with Ansys 2022-R2 (finite volume method, kε turbulence model). Five geometric configurations cases (A, B, C, D, and E) variations included twisted Y-strips (twist ratios 2 or 7), and trapezoidal perforations were analyzed under constant heat flux (1000 W/m²) with air as the working fluid across Reynolds numbers (Re) range (3000–21,000). Results demonstrated significant heat transfer enhancement, with case E (twisted Y-strip, twist ratio 7, 30 trapezoidal holes) achieving a peak Nusselt number (Nu = 197.673 at Re = 21,000), a 258% increase over the plain pipe (Nu = 55.23). Thermal Performance Factor (TPF) peaked at 3.863 (Re = 3000, case E), indicating superior efficiency at lower Re. Flow resistance reduction was observed, with case E exhibiting the lowest friction coefficient (f = 0.016 at Re = 21,000). The synergistic effects of twisted geometries and perforations enhanced turbulence, fluid velocity, and heat dissipation. These findings underscore the efficacy of Y-shaped inserts with optimized twist ratios and perforations in augmenting passive thermal performance while mitigating hydraulic losses, positioning case E as a promising configuration for energy-efficient heat exchange systems. The results showed remarkable agreement with previous research on Y-shaped inserts, reinforcing the credibility of the findings, which reflect scientific consensus in the field of heat transfer.

本文介绍了一种新型的带梯形孔的y形扭曲插片,通过数值模拟研究了装有y形插片的圆形管道的热工性能,以增强圆形换热器管道的传热。采用Ansys 2022-R2(有限体积法,k -ε湍流模型)计算流体力学(CFD)。在恒定热流密度(1000 W/m²)下,以空气为工作流体,在雷诺数(Re)范围内(3000 - 21000),分析了五种几何构型(A、B、C、D和E)的变化,包括扭曲y形条(扭转比为2或7)和梯形穿孔。结果表明:E型管(扭曲y形条,扭转比为7,30个梯形孔)在Re = 21,000时达到峰值Nusselt数(Nu = 197.673),比普通管(Nu = 55.23)提高了258%。热性能系数(TPF)峰值为3.863 (Re = 3000,案例E),表明低Re时效率更高。流动阻力减小,案例E的摩擦系数最低(Re = 21000时f = 0.016)。扭曲几何形状和射孔的协同效应增强了湍流、流体速度和散热。这些发现强调了优化扭转比和射孔的y形套管在提高被动热性能的同时减少水力损失方面的有效性,将套管E定位为一种有前途的节能换热系统配置。结果与以往对y形插片的研究结果非常吻合,增强了研究结果的可信度,反映了传热领域的科学共识。
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引用次数: 0
Magnetohydrodynamics Flow and Heat Transfer With Nonlinear Thermal Radiation Over a Moving Vertical Plate With Convective Boundary Conditions: A Numerical Analysis 具有对流边界条件的移动垂直板上的非线性热辐射磁流体动力学流动和换热:数值分析
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-21 DOI: 10.1002/htj.70056
Arunjyoti Miri, Bhaskar Jyoti Dutta, Bhaskar Kalita

This piece of work provides an in-depth analysis of magnetohydrodynamics (MHD) fluid flow and heat transport near a continuously moving vertical plate in the presence of nonlinear thermal radiation with convective boundary condition. A nonlinear dependence of thermal radiation on temperature enhances thermal transport, while convective boundary conditions govern heat transfer at the plate surface. The governing partial differential equations (PDEs) are transformed into ordinary differential equations (ODEs) through the application of a similarity transformation. To numerically solve these ODEs, we have used bvp4c method in MATLAB. The influences of dimensionless parameters on heat transfer and fluid flow are presented using tables and graphs. The key novelty of this study lies in analyzing the impact of nonlinear thermal radiation on MHD flow over a constantly moving vertical plate using the bvp4c method. When the fluid flows in the positive x-direction and the plate moves in the opposite direction, the coefficient of skin friction decreases. Moreover, when the direction of the fluid and the plate is the same, both the velocity and the temperature profiles increase with greater nonlinear thermal radiation. Near the wall, the temperature gradient decreases as nonlinear thermal radiation intensifies, while it increases in the free stream. The thickness of the thermal boundary layer decreases, while the thickness of the velocity boundary layer increases with increasing magnetic parameter. Similarly, when the Grashof number increases, the velocity boundary layer becomes thicker, while the thermal boundary layer tends to become thinner. However, when the Prandtl number increases, the thermal boundary layer becomes thicker, whereas the velocity boundary layer tends to become thinner. Practically, these findings aid in optimizing heat transfer in engineering applications such as cooling systems, heat exchangers, aerospace thermal protection, and biomedical devices.

本文深入分析了具有对流边界条件的非线性热辐射下连续运动垂直板附近的磁流体力学流体流动和热输运问题。热辐射对温度的非线性依赖增强了热传递,而对流边界条件控制着板表面的热传递。利用相似变换将控制偏微分方程转化为常微分方程。为了对这些ode进行数值求解,我们在MATLAB中使用了bvp4c方法。用表格和图表说明了无量纲参数对传热和流体流动的影响。本研究的关键新颖之处在于利用bvp4c方法分析了非线性热辐射对不断移动的垂直板上MHD流动的影响。当流体沿正x方向流动,而板向相反方向运动时,表面摩擦系数减小。当流体方向与平板方向相同时,速度和温度曲线均随非线性热辐射增大而增大。在壁面附近,随着非线性热辐射的增强,温度梯度减小,而在自由流中,温度梯度增大。随着磁参量的增大,热边界层厚度减小,速度边界层厚度增大。同样地,当Grashof数增加时,速度边界层变厚,而热边界层有变薄的趋势。随着普朗特数的增加,热边界层变厚,而速度边界层有变薄的趋势。实际上,这些发现有助于优化工程应用中的传热,如冷却系统、热交换器、航空航天热保护和生物医学设备。
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引用次数: 0
Numerical Analysis of MHD-Mixed Convection and Melting of NEPCM in a Porous Triangular Cavity With Rotating Cylinder 旋转圆柱体多孔三角形腔内NEPCM混合对流与熔化的数值分析
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-20 DOI: 10.1002/htj.70045
Bandar M. Fadhl, Houssem Laidoudi, Abderrahmane Aissa, Obai Younis, Awadallah Ahmed

Researchers are driven to explore alternative and environmentally friendly energy sources due to the significant impacts of environmental degradation. Thermal energy storage utilizing phase change materials (PCMs) has developed as a novel option for mitigating environmental pollution. This study numerically proposes an approach to enhance the energy storing and heat transmission rates of PCMs in a triangular space. Within the space, there is a rotating cylinder that maintains a consistent speed, resulting in the production of forced heat transfer. Natural convection occurs due to the thermal gradient between the space's partially hot left wall and the remaining cold walls. To achieve optimal outcomes, an investigation was performed to assess the impact of various elements on mixed convection in the given region. The elements that need to be considered are the Reynolds number Re (10–100), which represents the speed of the inner cylinder, the Darcy number represents the permeability Da (10−5–10−2), the Hartmann number Ha (0–100), which represents the intensity of the magnetic field, and the volumetric percentage of the nanoparticles ɸ (0–0.08). The obtained findings demonstrated a notable augmentation in heat transfer rates when the Da value increased and the position of the heated section on the left wall was altered. Conversely, the heat transmission rates decreased with a rise in Ha and ɸ. The study found that increasing the values of Ha and ɸ to their maximum levels resulted in a reduction of 20% and 15% in Nuavg, respectively. By raising Da and shifting the heated area of the left wall lower, Nuavg experienced a significant rise of 320% and 162.5%, respectively.

由于环境退化的显著影响,研究人员正在探索替代和环境友好型能源。利用相变材料(PCMs)进行热能储存已成为一种减轻环境污染的新选择。本文从数值上提出了一种在三角形空间中提高相变材料储能和传热速率的方法。在空间内,有一个旋转的气缸,保持一致的速度,从而产生强制传热。由于空间的部分热左壁和剩余冷壁之间的热梯度,自然对流发生。为了获得最佳结果,进行了一项调查,以评估不同因素对给定区域混合对流的影响。需要考虑的元素是雷诺数Re(10 - 100),表示内筒的速度,达西数表示磁导率Da(10−5-10−2),哈特曼数Ha(0-100),表示磁场强度,以及纳米粒子的体积百分比h(0-0.08)。得到的结果表明,当Da值增加和加热截面在左壁上的位置改变时,传热率显著增加。相反,传热率随着Ha和h的增大而减小。研究发现,将Ha和h的值增加到最大值,Nuavg中Ha和h的值分别减少20%和15%。通过提高Da和降低左壁受热区,Nuavg分别显著提高了320%和162.5%。
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引用次数: 0
Comparative Analysis of the Efficiency of Different Wet Porous Spine Fins Under the Impact of Nonlinear Internal Heat Generation: Hermite Wavelet Collocation Technique 非线性内热产生影响下不同湿多孔棘鳍效率的对比分析:Hermite小波配置技术
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-20 DOI: 10.1002/htj.70046
N. V. Manvitha, B. J. Gireesha, K. J. Gowtham

Numerous applications, such as heat sinks, gas turbine blades, and various electronic components, use spine fins for heat transmission, as they transfer substantially more energy than straight fins for the same surface area. This study looks at the thermal properties of porous spine fins in totally wet condition, with an emphasis on the repercussion of temperature-sensitive thermal conductivity and a nonlinear internal heat source. A correlative analysis of cylindrical, conical, and convex parabolic spines is initiated by altering the radius along the length of the fin. Also, several conventional methods often face difficulties in providing precise solutions when addressing highly nonlinear problems. The study tackles this issue by leveraging the Hermite wavelet collocation technique. The primary factors affecting the energy field and efficiency of the fin are visually examined and physically interpreted. The findings highlight that an increase in generation number, thermal conductivity parameter, and Peclet number enhances the thermal dispersion of the fin. Conversely, an increase in the wet porous parameter, convection, and radiation parameter reduces the thermal efficiency of the fin. Among the fin structures considered, the conical fin achieves the highest efficiency. This study is particularly beneficial in the field of microelectronics, especially in the development of various micro-pin-fin designs.

许多应用,如散热器、燃气轮机叶片和各种电子元件,使用脊翼进行传热,因为在相同的表面积下,它们比直翅传递更多的能量。本研究着眼于多孔棘鳍在全湿条件下的热性能,重点研究了温度敏感导热系数和非线性内热源的反射。通过改变沿鳍长度的半径,开始了对圆柱形、锥形和凸抛物线刺的相关分析。此外,在处理高度非线性问题时,几种传统方法往往难以提供精确的解决方案。本研究利用Hermite小波搭配技术解决了这个问题。影响能量场和鳍效率的主要因素进行了目测和物理解释。研究结果表明,生成数、导热系数参数和Peclet数的增加会增强翅片的热分散,反之,湿多孔参数、对流和辐射参数的增加会降低翅片的热效率,在考虑的翅片结构中,锥形翅片的热效率最高。这项研究在微电子领域,特别是在开发各种微型针鳍设计方面特别有益。
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引用次数: 0
Impact of Multiferrite Nanoparticles on Combustion Characteristics of Terminalia bellirica Biodiesel in Compression Ignition Engines 多铁氧体纳米颗粒对压燃发动机中白尾草生物柴油燃烧特性的影响
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-17 DOI: 10.1002/htj.70055
Laxmana Rao Kunchi, Sukvinder Kaur Bhatti, Sathya Vara Prasad Lankapalli, Jaikumar Sagari

The present work investigates the effects of zinc and manganese co-doped bismuth ferrite nanoparticles (BZnFMO) on the combustion behavior of a diesel engine running on a 20% blend of Terminalia bellirica biodiesel (B20). To overcome the challenges associated with biodiesel combustion efficiency and dispersion uniformity, BZnFMO nanoparticles were incorporated at concentrations of 50 ppm and 75 ppm. CTAB was used as a surfactant and TWEEN 80 as a dispersant to promote a stable and homogeneous distribution of the nanoparticles in the fuel matrix. The stability of the nanoparticle dispersion was evaluated by UV-visible spectral analysis over a period of 3 weeks, with the formulation containing 75 ppm BZnFMO and 75 ppm TWEEN 80 showing higher stability. The combustion characteristics of these nanofuels were experimentally evaluated in a single-cylinder diesel engine at three injection timings: 21°, 23°, and 25° bTDC. The addition of BZnFMO nanoparticles optimized combustion performance by increasing cylinder pressure (CP), net heat release rate (NHRR) and mean gas temperature (MGT), driven by superior catalytic activity and refined fuel atomization. At an advanced injection timing of 25°bTDC, the B20 fuel formulation containing 75 ppm BZnFMO and 75 ppm TWEEN 80 achieved superior combustion metrics, including a maximal CP (71.14 bar), highest NHRR (56.18 J/°CA), and peak MGT (1645.66°C). This study presents an innovative strategy that combines surface-modified, encoded nanoparticles with optimized injection timing to significantly improve the combustion of biodiesel in engines. This represents a significant advance over previous studies on biodiesel-based nanofuels.

本研究研究了锌锰共掺杂铋铁氧体纳米颗粒(BZnFMO)对柴油机燃烧行为的影响,柴油机运行时掺有20%的Terminalia bellirica生物柴油(B20)。为了克服与生物柴油燃烧效率和分散均匀性相关的挑战,在浓度为50 ppm和75 ppm的情况下加入了BZnFMO纳米颗粒。采用CTAB作为表面活性剂,TWEEN 80作为分散剂,促进纳米颗粒在燃料基体中的稳定均匀分布。在3周的时间里,通过紫外可见光谱分析评估了纳米颗粒分散的稳定性,其中含有75 ppm BZnFMO和75 ppm TWEEN 80的配方表现出更高的稳定性。这些纳米燃料的燃烧特性在单缸柴油发动机上进行了实验评估,在三种喷射时间:21°,23°和25°bTDC。BZnFMO纳米颗粒的添加通过提高气缸压力(CP)、净放热率(NHRR)和平均气体温度(MGT)来优化燃烧性能,这是由优异的催化活性和精炼燃料雾化驱动的。在25°bTDC的高级喷射时间,含有75 ppm BZnFMO和75 ppm TWEEN 80的B20燃料配方实现了卓越的燃烧指标,包括最大CP (71.14 bar),最高NHRR (56.18 J/°CA)和峰值MGT(1645.66°C)。这项研究提出了一种创新的策略,将表面修饰的编码纳米颗粒与优化的喷射时间相结合,以显著改善发动机中生物柴油的燃烧。这代表了对先前基于生物柴油的纳米燃料研究的重大进步。
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引用次数: 0
A Review of Enhancing Heat Transfer in Phase Change Material Using Fin Configurations 利用翅片结构增强相变材料传热的研究进展
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-17 DOI: 10.1002/htj.70052
Rousl S. Jabaar, Maathe A. Theeb

The technology of thermal energy storage is an efficient method to reserve thermal energy for further use. This review paper mainly focuses on the heat transfer (HT) enhancement in phase change materials (PCMs) and evaluates the impact of fin geometry on the thermal performance of PCMs used in latent heat thermal energy storage systems (LHTESs). Fins of longitudinal, annular, spiral, and letter shapes (e.g., Y, T, and L) were categorized and evaluated according to their thermal performance and efficacy in improving the charging and discharging processes in LHTESs. Low thermal conductivity (TC) of PCMs is one of the most significant challenges facing PCMs, as it adversely affects HT efficiency during the melting and solidification processes. Advanced fin designs have shown efficacy in overcoming this issue. Letter-shaped fins significantly decrease melting duration, while spiral fins expedite the phase change process relative to traditional fins. To achieve the best thermal efficiency at the lowest possible cost, several design factors must be considered when selecting fins, such as material type, size, thickness, and distribution. The study results demonstrated the significant role that innovative fin designs play in improving TC, making them promising solutions in many applications, particularly in regulating building temperatures, cooling electronic devices, and storing solar energy.

热能储存技术是一种有效的储存热能以备后用的方法。本文主要对相变材料(PCMs)的强化传热进行了综述,并对用于潜热储能系统(lhess)的相变材料的翅片几何形状对其热性能的影响进行了评价。根据其热性能和改善lhess充放电过程的功效,对纵向、环形、螺旋形和字母形状(如Y、T和L)的翅片进行了分类和评估。低导热系数(TC)是pcm面临的最大挑战之一,因为它会对熔融和凝固过程中的高温效率产生不利影响。先进的鳍设计已经显示出克服这个问题的功效。字母形翅片明显缩短了融化时间,而螺旋形翅片相对于传统翅片加快了相变过程。为了以最低的成本获得最佳的热效率,在选择散热片时必须考虑几个设计因素,如材料类型、尺寸、厚度和分布。研究结果表明,创新的翅片设计在改善TC方面发挥着重要作用,使其在许多应用中具有前景,特别是在调节建筑温度,冷却电子设备和存储太阳能方面。
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引用次数: 0
Experimental and Numerical Investigation of Flash Evaporation in a Wickless Heat Pipe With a Jet Nozzle for Thermal Distillation Applications 热蒸馏用喷嘴无芯热管闪蒸实验与数值研究
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-17 DOI: 10.1002/htj.70048
Samah E. Al-Sa'di, Dhamyaa S. Khudhur, Akram W. Ezzat

The impact of flash evaporation on the thermal performance of a wickless heat pipe utilized in desalination applications is examined experimentally and numerically in this study. Injecting water through a jet nozzle into a wickless heat pipe at high temperatures (between 373 and 393 K) causes it to become superheated. Using a jet nozzle with a small diameter (0.4 mm), the rapid evaporation process was started. The study looks at the main factors that affect how effective quick evaporation is, such as the cooling water flow rate, the input temperature, and the feeding water's mass flow rate. A constant liquid mass flow rate of 0.00138 kg/s was used for the experiments. The two-phase flow and related heat transfer processes, such as evaporation, condensation, and phase change events, inside the straight heat pipe were modeled using computational fluid dynamics simulations. To more accurately reflect these intricate interactions, a nonhomogeneous multistage model was employed. The findings demonstrate that raising the liquid's inlet temperature increases the production of steam by excessive evaporation, which raises the condensate flow rate. It was found that the condenser's maximum output happened at 388 K. Higher condensate flow rates and inlet temperatures also increased the evaporation efficiency, which peaked at 86% at 393 K. The effectiveness of the thermal system and the validity of the numerical model were confirmed by the good connection between the experimental data and the temperature models predicted by computational thermodynamics.

本文通过实验和数值方法研究了闪蒸对海水淡化用无芯热管热性能的影响。在高温(373 - 393 K)下,通过喷嘴将水注入无芯热管,使其变得过热。采用直径较小(0.4 mm)的喷嘴,启动了快速蒸发过程。研究了影响快速蒸发效率的主要因素,如冷却水流量、输入温度和进料水质量流量。实验采用恒定的液体质量流量0.00138 kg/s。采用计算流体力学方法对直热管内的两相流动及相关的蒸发、冷凝、相变等传热过程进行了模拟。为了更准确地反映这些复杂的相互作用,采用了非均匀多阶段模型。研究结果表明,提高液体的进口温度会增加蒸汽的过度蒸发,从而提高冷凝水流量。结果表明,电容器在388k时输出最大。较高的冷凝液流量和进口温度也提高了蒸发效率,在393 K时蒸发效率达到86%。实验数据与计算热力学预测的温度模型吻合良好,验证了热系统的有效性和数值模型的有效性。
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引用次数: 0
Optimization of Performance Analysis of Refrigeration System Using Hybrid Nanolubricants: A Response Surface Methodology Approach 基于响应面法的混合纳米润滑剂制冷系统性能优化分析
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-17 DOI: 10.1002/htj.70051
S. Md. Gouse, B. Omprakash

This study explores the improvement of the performance of refrigeration systems by adding aluminum oxide (Al2O3) and zinc oxide (ZnO) nanoparticles to compressor oil and studying their impact through Response Surface Methodology. The nanoparticles increase the thermophysical characteristics of the refrigerant–lubricant mixture, which results in better cooling performance and energy efficiency. The study examines how shifting Al2O3 and ZnO concentrations and capillary tube lengths affect crucial performance metrics, such as net refrigeration effect, mass flow rate, work of compression, and Coefficient of Performance (COP). Experimental results, supported by mathematical models and three-dimensional response surface plots, show that the ideal nanoparticle concentrations and capillary tube lengths considerably improve system performance. A concentration of 0.15% Al2O3 and a capillary length of 9 mm gives the highest COP, while excessive concentrations led to agglomeration and reduced efficiency. ZnO nanoparticles improved heat absorption and dissipation, with optimal performance observed at a concentration of 0.05%. This study illustrates the capability of hybrid nanolubricants to attain maximum thermal performance and energy efficiency in refrigeration systems. The results are significant contributions to the design of next-generation refrigeration systems that reimburse contemporary energy and environmental conditions, highlighting the significance of nanoparticle concentration as well as capillary tube optimization.

本研究探讨了在压缩机油中添加氧化铝(Al2O3)和氧化锌(ZnO)纳米颗粒对制冷系统性能的改善,并通过响应面法研究了它们的影响。纳米颗粒增加了制冷剂-润滑剂混合物的热物理特性,从而获得更好的冷却性能和能源效率。该研究考察了Al2O3和ZnO浓度和毛细管长度的变化如何影响关键性能指标,如净制冷效应、质量流量、压缩功和性能系数(COP)。在数学模型和三维响应面图的支持下,实验结果表明,理想的纳米颗粒浓度和毛细管长度可以显著提高系统的性能。当Al2O3浓度为0.15%,毛管长度为9 mm时,COP最高,浓度过高会导致结块,效率降低。ZnO纳米粒子改善了材料的吸热和散热,在0.05%的浓度下表现最佳。这项研究说明了混合纳米润滑剂在制冷系统中获得最大热性能和能源效率的能力。该研究结果对补偿当代能源和环境条件的下一代制冷系统的设计有重要贡献,突出了纳米颗粒浓度和毛细管优化的重要性。
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引用次数: 0
Partial Least Squares Discriminant Analysis-Based Decision Support System for Porous Ceramic Matrix-Based Burner 基于偏最小二乘判别分析的多孔陶瓷燃烧器决策支持系统
IF 2.6 Q2 THERMODYNAMICS Pub Date : 2025-08-17 DOI: 10.1002/htj.70053
Prakash Ghose, Vijay Kumar Mishra, Sumanta Chaudhuri, Subramanian Muthukrishnan

A partial least squares discriminant analysis (PLS-DA) classification model is first developed for the decision support system in a porous ceramic matrix (PCM) based burner. The PCM-based burner is numerically solved for the generation of 121 pairs of gas and solid temperature profiles. The data are divided into four different classes, signifying four distinct regimes of operation of the PCM-based burner, based on the values of the extinction coefficient and convective coupling. The data are then used for the development of the classification model. The developed classification model is then used to correctly classify the operation regime of the PCM-based burner for 11 new samples. Very high values of sensitivity (1.00), specificity (0.98), and precision (0.96) were obtained for class 3, under the no noise case. The classification model is also explored for two different assignment criteria (Bayes and max) and noisy cases (2% and 5%). Very high values of the classification parameter were obtained for 2% noise case. For 5% noise case, even though the parameters of the classification model were poor, the plots can help identify the corresponding class easily for new samples.

针对多孔陶瓷基燃烧器的决策支持系统,首次建立了偏最小二乘判别分析(PLS-DA)分类模型。对基于pcm的燃烧器产生的121对气体和固体温度曲线进行了数值求解。根据消光系数和对流耦合的值,数据分为四个不同的类别,表示基于pcm的燃烧器的四种不同的操作制度。然后将这些数据用于开发分类模型。然后使用开发的分类模型对11个新样品的基于pcm的燃烧器的操作制度进行正确分类。在无噪声情况下,3类获得了非常高的灵敏度(1.00)、特异性(0.98)和精度(0.96)。还探讨了两种不同的分配标准(Bayes和max)和噪声情况(2%和5%)的分类模型。在噪声为2%的情况下,得到了很高的分类参数值。在5%噪声情况下,尽管分类模型的参数较差,但该图可以很容易地帮助新样本识别相应的类别。
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Heat Transfer
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