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Predicting heat transfer performance of Fe3O4-Cu/water hybrid nanofluid under constant magnetic field using ANN 恒磁场作用下Fe3O4-Cu/water杂化纳米流体传热性能的神经网络预测
IF 1.1 Q3 Engineering Pub Date : 2023-05-22 DOI: 10.18186/thermal.1300854
Edip Taşkesen, Mahmut Dirik, Mutlu Tekir, Hayati Kadir Pazarlıoğlu
In this study, the experimental results using mono (Fe3O4/water and Cu/water) and hybrid (Fe3O4-Cu/water) type nanofluid with nanoparticle volume concentrations of (0≤φ≤0.02) under laminar flow conditions (994≤Re≤2337) were compared with the results obtained by ANN. While the Reynolds number (Re), hydraulic diameter (Dh), thermal conductivity (k) of working fluid, and volume concentration of the nanoparticles (φ) were selected as input layers, the Nusselt number (Nu) were considered as output layers. The %75 of the findings obtained from experiments were used to train Artificial Neural Network (ANN). The estimated data by ANN is in perfect agreement with the experimental data. The success of ANN was deter-mined by comparing it with SVM, Dec Tree, and their variations. Mean square error (MSE), root mean square error (RMSE), R-sq (R2), and mean absolute error (MEA) were considered in evaluating the results obtained. According to findings, MAE 0.00088274, MSE 1.4106e-06, RMSE 0.0011877 and R2 1.00 were measured. These findings show that the use of ANN is a feasible way to predict the convective heat transfer performance of hybrid nanofluid under a magnetic field (MF).
在本研究中,将在层流条件下(994≤Re≤2337)使用纳米颗粒体积浓度为(0≤φ≤0.02)的单(Fe3O4/water和Cu/water)和混合(Fe3O_4-Cu/water)型纳米流体的实验结果与人工神经网络的结果进行了比较,选择纳米颗粒的体积浓度(φ)作为输入层,努塞尔数(Nu)作为输出层。从实验中获得的75%的结果用于训练人工神经网络(ANN)。人工神经网络的估计数据与实验数据完全一致。通过与SVM、Dec-Tree及其变体的比较,确定了人工神经网络的成功。在评估所获得的结果时,考虑了均方误差(MSE)、均方根误差(RMSE)、R-sq(R2)和平均绝对误差(MEA)。根据研究结果,测量的MAE为0.00088274,MSE为1.4106e-06,RMSE为0.0011877,R2为1.00。这些发现表明,使用人工神经网络预测混合纳米流体在磁场(MF)下的对流传热性能是一种可行的方法。
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引用次数: 0
Statistical analysis of the solar diffuse fraction radiation using regression analysis of longitudinal data in India 利用印度纵向数据的回归分析对太阳散射部分辐射的统计分析
IF 1.1 Q3 Engineering Pub Date : 2023-05-22 DOI: 10.18186/thermal.1300542
Hicham Salhi, Abdelmounaim Hadjira, B. Jamil
In this study, the validity of the estimation of a single regression equation for the diffuse frac-tion across 22 stations in India using the two parameters: the clearness index and the sunshine ratio is tested. The homogeneity test based on Fisher’s statistics was applied to test the homo-geneity of the estimated parameters across all stations. The results showed that the p-value at the level of 5% for each model is smaller than 0.05, indicating that all stations were heteroge-neous. The Hierarchical Cluster Analysis (HCA) was used to classify the data into homoge-nous clusters. The results of HCA indicated that the longitudinal data were divided into four main clusters. For each cluster, the regression analysis was applied based on the longitudinal data then, the fixed effects model (FEM) and the random-effects model (REM) were used for the evaluation. Further, the Hausman test was applied to choose between the fixed effects model and the random-effects model. Finally, the results showed that the four best regression models were found for the selected stations in the study area.
在本研究中,使用两个参数:清晰度指数和日照比,测试了印度22个站点的扩散分数的单一回归方程估计的有效性。采用基于Fisher统计量的同质性检验检验各站点估计参数的同质性。结果表明,各模型在5%水平下的p值均小于0.05,表明各台站均为异质性。采用层次聚类分析(HCA)对数据进行同质聚类。HCA结果表明,纵向数据可划分为4个主要聚类。对各聚类进行纵向数据回归分析,采用固定效应模型(FEM)和随机效应模型(REM)进行评价。进一步,采用Hausman检验在固定效应模型和随机效应模型之间进行选择。结果表明,对于研究区所选站点,找到了4种最佳回归模型。
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引用次数: 0
Simultaneous estimation of reference temperature and heat transfer coefficient in transient film cooling problems 瞬态膜冷却问题中参考温度和传热系数的同时估计
Q3 Engineering Pub Date : 2023-05-19 DOI: 10.18186/thermal.1332543
Vashista ADEMANE, Ravikiran KADOLI, Vijaykumar HINDASAGERI
This paper aims to simultaneously estimate the reference temperature and heat transfer coefficient in film cooling situations from transient temperature measurements. The exist-ing steady-state technique is a tedious process and employs distinct boundary conditions to evaluate each parameters of the film cooling. Applying different boundary conditions may lead to errors in the estimated parameters due to differences in aerodynamic condi-tions. On the other hand, a transient technique can estimate both parameters in a single test by utilizing short-duration transient temperature data. Hence, the present study uses a novel approach for solving transient film cooling problems based on the inverse heat con-duction approach, which can simultaneously estimate heat transfer coefficient and refer-ence temperature. The present method employs an optimization technique known as the Levenberg-Marquardt Algorithm. The objective function for the inverse algorithm is con-structed using the analytical solution of a transient one-dimensional semi-infinite body. The transient surface temperature data required for the present analysis is obtained through a numerical simulation of film cooling arrangement over a flat surface. Laterally averaged effectiveness and heat transfer coefficient for blowing ratios of 0.5, 0.8, and 1.0 are analyzed using the present technique and compared against the steady-state simulation results to demonstrate the methodology. An average deviation of around 7% for the estimated effec-tiveness and 4% for the heat transfer coefficient values are observed between the present IHCP method and the steady state simulation results. The deviation in heat transfer coeffi-cient predominately occurred near the film hole exit of x/d < 5, which might have occurred due to the conjugate solution employed in the present work.
本文旨在从瞬态温度测量中同时估计出膜状冷却情况下的参考温度和传热系数。现有的稳态技术是一个繁琐的过程,并且采用不同的边界条件来计算膜冷却的各个参数。由于气动条件的不同,应用不同的边界条件可能导致估计参数的误差。另一方面,瞬态技术可以利用短时间瞬态温度数据在一次测试中估计这两个参数。因此,本研究采用了一种基于逆热传导方法的求解瞬态膜冷却问题的新方法,该方法可以同时估计传热系数和参考温度。目前的方法采用了一种被称为Levenberg-Marquardt算法的优化技术。利用瞬态一维半无限体的解析解,构造了逆算法的目标函数。本分析所需的瞬态表面温度数据是通过对平面上的气膜冷却布置进行数值模拟得到的。在吹气比为0.5、0.8和1.0时,分析了横向平均效率和传热系数,并将其与稳态模拟结果进行了比较,以证明该方法。计算结果与稳态模拟结果的平均偏差分别为7%和4%。换热系数的偏差主要发生在x/d <的膜孔出口附近;5,这可能是由于在本工作中使用的共轭解而发生的。
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引用次数: 0
Exergetic efficiency prediction of roughened solar air heater 粗化太阳能空气加热器的火用效率预测
IF 1.1 Q3 Engineering Pub Date : 2023-05-18 DOI: 10.18186/thermal.1299177
Karmveer Karmveer, N. Gupta, Tabish Alam, Himanshu Singh
Energy losses of flowing air through solar air heater (SAH) duct does not consider in the ther-mal performance. Therefore, thermohydraulic performance based on exergetic efficiencies is a tool to assess the performance by considering energy losses in propelling the air simul-taneously to identify the best ribs configuration. This paper presents the thermohydraulic performance of SAHs exploiting various ribs roughness’s. The performance of SAHs is based exergetic evaluation based on IInd law of efficiency is most suitable for design of artificial-ly roughened SAH as it includes both requirement of pumping power and effective energy output. In this paper exergetic evaluation of differently roughened SAH has been done. The exergy efficiency of roughened SAH was calculated analytically with the help of correlations developed by researchers and the results also compared with conventional SAH under same operating parameters. The thermal and exergy efficiency curve as a function of temperature rise parameter (ΔT/I) has been plotted. As a results, hybrid ribs configuration exhibited the highest exergetic efficiencies when temperature rise parameters greater than 0.01 K.m/W, however, smooth duct also showed a significant exergetic efficiency when temperature rise parameters had low values.
太阳能空气加热器(SAH)的热工性能中不考虑流动空气的能量损失。因此,基于火用效率的热工性能是一种评估性能的工具,通过考虑同时推进空气的能量损失来确定最佳肋结构。本文介绍了利用不同肋面粗糙度的SAHs热工性能。基于效率定律的人工粗化泵的性能评价是最适合人工粗化泵设计的,因为它既包括泵送功率的要求,也包括有效能量的输出。本文对不同粗化程度的SAH进行了动态评价。利用研究人员建立的关联关系,对粗化SAH的火用效率进行了解析计算,并与相同操作参数下的常规SAH进行了比较。绘制了热效率和火用效率随温升参数(ΔT/I)的函数曲线。结果表明,当温升参数大于0.01 k m/W时,混合肋结构的火用效率最高,而当温升参数较低时,光滑管道的火用效率也很显著。
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引用次数: 1
Designing of system for high grade heat recovery in thermal coolingsystem for process heat applications 用于工艺热应用的热冷却系统中的高级热回收系统的设计
IF 1.1 Q3 Engineering Pub Date : 2023-05-18 DOI: 10.18186/thermal.1299161
Alka Solanki, Yash Pal
An experimental investigation on design of a vapour absorption system using LiBr-H2Ofor high grade heat recovery in thermal cooling system for process heat applications has been conducted. A 1.5 kW cooling capacityof the LiBr-H2O vapour absorption system has beend esigned and tested under various operating conditions. Generator temperature, absorber tem-perature, condenser temperature and evaporator temperature have been varied and perfor-mance of LiBr-H2O vapour absorption system has been analysed. Experimental results are presented in terms of COP and circulation ratio. Further, to validate the results thermody-namic model is developed using first law of thermodynamics and simulate in Engineering Equation Solver. The COP and the circulation ratio estimated through simulationsand exper-iments have been in good agreement with ±5% standard deviation. Further, this this research work is beneficial for dairy industries in process heat applications and realizing the impor-tance of the need for energy conservation in dairy industries.
在工艺热应用的热冷却系统中,对使用LiBr-H2O的蒸汽吸收系统的设计进行了实验研究。设计并测试了LiBr-H2O蒸汽吸收系统在不同操作条件下的1.5kW冷却能力。改变了发生器温度、吸收器温度、冷凝器温度和蒸发器温度,分析了LiBr-H2O蒸汽吸收系统的性能。根据COP和循环比给出了实验结果。此外,为了验证结果,利用热力学第一定律建立了热力学模型,并在工程方程求解器中进行了模拟。通过模拟和实验估算出的COP和循环比与±5%的标准偏差吻合良好。此外,这项研究工作有利于乳制品行业在工艺热应用中的应用,并认识到乳制品行业节能需求的重要性。
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引用次数: 0
Simultaneous estimation of reference temperature and heat transfer coefficient in transient film cooling problems 瞬态膜冷却问题中参考温度和传热系数的同时估计
IF 1.1 Q3 Engineering Pub Date : 2023-05-18 DOI: 10.18186/thermal.1299150
Vashist Ademane, R. Kadoli, V. Hindasageri
This paper aims to simultaneously estimate the reference temperature and heat transfer coefficient in film cooling situations from transient temperature measurements. The exist-ing steady-state technique is a tedious process and employs distinct boundary conditions to evaluate each parameters of the film cooling. Applying different boundary conditions may lead to errors in the estimated parameters due to differences in aerodynamic condi-tions. On the other hand, a transient technique can estimate both parameters in a single test by utilizing short-duration transient temperature data. Hence, the present study uses a novel approach for solving transient film cooling problems based on the inverse heat con-duction approach, which can simultaneously estimate heat transfer coefficient and refer-ence temperature. The present method employs an optimization technique known as the Levenberg-Marquardt Algorithm. The objective function for the inverse algorithm is con-structed using the analytical solution of a transient one-dimensional semi-infinite body. The transient surface temperature data required for the present analysis is obtained through a numerical simulation of film cooling arrangement over a flat surface. Laterally averaged effectiveness and heat transfer coefficient for blowing ratios of 0.5, 0.8, and 1.0 are analyzed using the present technique and compared against the steady-state simulation results to demonstrate the methodology. An average deviation of around 7% for the estimated effec-tiveness and 4% for the heat transfer coefficient values are observed between the present IHCP method and the steady state simulation results. The deviation in heat transfer coeffi-cient predominately occurred near the film hole exit of x/d < 5, which might have occurred due to the conjugate solution employed in the present work.
本文旨在从瞬态温度测量中同时估计出膜状冷却情况下的参考温度和传热系数。现有的稳态技术是一个繁琐的过程,并且采用不同的边界条件来计算膜冷却的各个参数。由于气动条件的不同,应用不同的边界条件可能导致估计参数的误差。另一方面,瞬态技术可以利用短时间瞬态温度数据在一次测试中估计这两个参数。因此,本研究采用了一种基于逆热传导方法的求解瞬态膜冷却问题的新方法,该方法可以同时估计传热系数和参考温度。目前的方法采用了一种被称为Levenberg-Marquardt算法的优化技术。利用瞬态一维半无限体的解析解,构造了逆算法的目标函数。本分析所需的瞬态表面温度数据是通过对平面上的气膜冷却布置进行数值模拟得到的。在吹气比为0.5、0.8和1.0时,分析了横向平均效率和传热系数,并将其与稳态模拟结果进行了比较,以证明该方法。计算结果与稳态模拟结果的平均偏差分别为7%和4%。换热系数的偏差主要发生在x/d < 5的膜孔出口附近,这可能是由于本文所采用的共轭解造成的。
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引用次数: 0
Flow of viscous nanofluids across a non-linear stretching sheet 粘性纳米流体在非线性拉伸薄片上的流动
Q3 Engineering Pub Date : 2023-05-17 DOI: 10.18186/thermal.1332594
Pradyumna Kumar PATTNAIK, Shoeb Ahmed SYED, Sujogya MISHRA, Swarnalata JENA, Sachindar Kumar ROUT, Kamalakanta MUDULI
This article aims to demonstrate the flow of viscous nanofluid over a non-linear stretching sheet. Considering thermal radiation and dissipative heat in the heat transport phenomenon encourages the flow properties. In generally, nanofluids are employed in heat transfer equip-ment because they improve the thermal characteristics of coolants present in the equipment. Additionally, these fluids possess unique features that have the potential to be applied in a variety of applications, such as pharmaceutical procedures, hybrid power engines, household refrigerators, grinding, and microchips, among others. Consequently, the current model is built to allow for the optimal selection of thermophysical parameters such as conductivity and viscosity, which will enhance the overall effectiveness of the study. Appropriate transfor-mation rules have been used to modify the highly non-linear PDEs into a couple of highly non-linear ODEs. An efficient built-in MATLAB bvp5C algorithm addresses the boundary value problem under consideration. Using the dimensionless parameters assumed in the prob-lem, changes in the velocity as well as the temperature profiles are shown, and rate coefficients, by using numerical simulations are also employed in tabular form. The important outcomes which are exposed in the study are; that the particle concentration is used as a controlling pa-rameter to reduce the nanofluid velocity, whereas it favours enhancing the fluid temperature and the radiating heat along with the coupling parameter due to the inclusion of dissipative heat also encourages to overshoot the temperature profile.
本文旨在演示粘性纳米流体在非线性拉伸片上的流动。考虑了热辐射和耗散热的传热现象,促进了流体的流动特性。一般来说,纳米流体被用于传热设备,因为它们改善了设备中存在的冷却剂的热特性。此外,这些流体具有独特的特性,具有应用于各种应用的潜力,例如制药程序、混合动力发动机、家用冰箱、研磨和微芯片等。因此,建立当前模型是为了允许热物性参数(如导电性和粘度)的最佳选择,这将提高研究的整体有效性。利用适当的转换规则将高度非线性的偏微分方程转化为一对高度非线性的偏微分方程。一种高效的内置MATLAB bvp5C算法解决了所考虑的边值问题。利用问题中假设的无量纲参数,给出了速度和温度的变化曲线,并通过数值模拟得到了速率系数的表格形式。研究中暴露的重要结果是;颗粒浓度作为控制参数,降低了纳米流体的速度,但由于包含了耗散热,它有利于提高流体温度和辐射热量以及耦合参数,也导致了温度曲线的超调。
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引用次数: 0
Optimization of exergetic performance and payback period of organic rankine cycle integrated vapor compression refrigeration system based on exergy, economic, and environmental criteria 基于火用、经济和环境标准的有机朗肯循环集成蒸汽压缩制冷系统的火用性能和投资回收期优化
IF 1.1 Q3 Engineering Pub Date : 2023-05-16 DOI: 10.18186/thermal.1297571
Ashwni Goyal, A. F. Sherwani
In this paper, a multi-objective optimization study is carried out to determine the optimal exergetic performance (𝜂𝑒𝑥) and the payback period (PB) of the organic Rankine cycle (ORC) integrated vapor compression refrigeration (VCR) system based on exergy, economic, and environmental criteria using non-dominated sort genetic algorithm-II (NSGA-II). Moreover, a sensitivity analysis is carried out to improve the exergetic performance of the system. The working fluid, the pinch-point temperature difference of the ORC evaporator (ΔToep ), con-denser (ΔTpcond), and the VCR evaporator (ΔTpve), cooling water inlet temperature (Tcw1), chilled fluid temperature (Tcf2), and heat-source inlet temperature (Th1) are taken as the decision vari-ables. The results of this study indicate that butane is the most suitable working fluid for op-timal exergetic efficiency, 𝜂𝑒𝑥 (33.7%) and payback period, PB (4.9 years) of the system. The optimal values of other decision variables such as Th1, Tcw1, Tcf2, ΔToep , ΔTpve , and ΔTpcondare 378 K, 313 K, 276 K, 10 K, 5 K, and 5 K respectively.
本文采用非支配排序遗传算法-ⅱ(nsga -ⅱ)对有机朗肯循环(ORC)一体化蒸汽压缩制冷(VCR)系统进行了多目标优化研究,以确定系统的最佳火用性能(𝜂𝑒≥)和投资回复期(PB)。此外,为了提高系统的火用性能,还进行了灵敏度分析。以工质、ORC蒸发器(ΔToep)、冷凝器(ΔTpcond)和VCR蒸发器(ΔTpve)的点温差、冷却水进口温度(Tcw1)、冷冻流体温度(Tcf2)和热源进口温度(Th1)为决策变量。研究结果表明,丁烷是系统最优火用效率𝜂𝑒(33.7%)和投资回收期PB(4.9年)最合适的工质。其他决策变量如Th1、Tcw1、Tcf2、ΔToep、ΔTpve、ΔTpcondare的最优值分别为378 K、313 K、276 K、10 K、5 K、5 K。
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引用次数: 0
Drying investigation of coriander seeds in a photovoltaic thermal collector with solar dryer 香菜种子在太阳能光伏集热器中的干燥研究
IF 1.1 Q3 Engineering Pub Date : 2023-05-16 DOI: 10.18186/thermal.1297575
B. Srimanickam, Sunil Kumar
This present work deals with experimental investigation of photovoltaic thermal collector de-sign and development with solar dryer (PVTCSD). An solar experimental investigation is done on coriander seeds by natural, forced and open sun drying to estimate different paramet-ric investigations such as solar radiation intensity, removal of moisture and the air outlet in the collector. Solar radiation is utilized as a source of energy to propel the photovoltaic thermal collector dryer; which was analysed in a drying testing chamber temperature in the range of 32οC to 59οC to dry 4 kg of coriander seeds. From the experimental study, it was understood that coriander seeds posses much more starting moisture 68% by weight and also the results proved that final moisture content has been decreased by 9% by weight during six bright days in the month of May 2021. The PVTCSD was used during the 9 a.m. to 4 p.m. In terms of un-derstanding PVTCSD, solar sun drying with the forced convection achieved superior results than other two modes of operation.
本文对太阳能干燥器(PVTCSD)光伏集热器的设计与开发进行了实验研究。本文对香菜种子进行了自然、强制和露天晒干实验,对不同的太阳辐射强度、除湿率和集热器出风口等参数进行了研究。利用太阳辐射作为能量源推动光伏集热器干燥器;在温度为32至59οC的干燥测试室中对其进行分析,以干燥4公斤香菜籽。从实验研究中可以了解到,香菜种子具有更多的起始水分68%的重量,并且结果证明,在2021年5月的六个晴天中,最终水分含量已经减少了9%的重量。本署于上午九时至下午四时使用。在对PVTCSD的理解方面,强迫对流的太阳干燥效果优于其他两种操作方式。
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引用次数: 0
Assessment of ec-toxicity potential of fuel by exhaust gas analysis 用废气分析评价燃料的电毒性
Q3 Engineering Pub Date : 2023-05-16 DOI: 10.18186/thermal.1297582
Aezeden MOHAMED, Sachindra Kumar ROUT, Kamalakanta MUDULI
The engine combustion products were measured and analyzed based on emissions of exhaust. Due to the utilization of a variety of fuels, such as petroleum diesel and bio-diesel in die-sel-generated engines, they emit pollution-insecure emissions. To explore this emission quan-tity, a numbers of experiments were conducted utilizing a single-cylinder engine, Land Curs-er six-cylinder, Mazda WL31 engine mechanical biodiesel vehicle and In-Line engine. The performance research was given for the data acquired from the Mazda WL31 four-cylinder engine. Landcom III gas analyzer was used to sense and record the exhaust gas emissions from the burning of diesel fuel, which was utilized for data analysis. Various gas discharges and their constituents were independently analyzed. The results of the test show that the harmful emissions of biodiesel fuel are much lower than the emissions of fuel made from mineral oil.
基于尾气排放对发动机燃烧产物进行了测量和分析。由于各种燃料的使用,如石油柴油和生物柴油在柴油发电的发动机,他们排放污染不安全的排放。为了探究这一排放量,我们在单缸发动机、Land Curs-er六缸发动机、马自达WL31发动机机械生物柴油车和In-Line发动机上进行了多项实验。对从马自达WL31四缸发动机采集的数据进行了性能研究。Landcom III气体分析仪用于检测和记录柴油燃烧产生的废气排放,并将其用于数据分析。对各种气体排放及其成分进行了独立分析。试验结果表明,生物柴油燃料的有害排放远低于矿物油燃料的排放。
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引用次数: 0
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Journal of Thermal Engineering
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