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Analysis and optimization of parabolic trough solar collector to improve its optical performance 改善抛物面槽式太阳能集热器光学性能的分析与优化
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-10-17 DOI: 10.1115/1.4055995
A. Goel, R. Mahadeva, G. Manik
This article presents a detailed analysis of parameters that affect the optical performance of parabolic trough solar collector (PTSC) and proposes a suitable method to optimize the relevant ones. A mathematical model is drafted and simulated for known geometry and parameters of industrial solar technology (IST) PTSC. The model was evaluated for three different configurations of IST PTSC involving distinct components. A comparison between the experimental results and model estimations indicates a maximum root mean square error (RMSE) of 0.7997, confirming the reliability of the proposed model. The influence of variations in absorber diameter (Dao), length (lrc), width (wrc), and focal length of PTSC (frc), along with direct normal incidence (In), dirt factors (ξdm,ξdhc) and angle of incidence (θ) on the optical performance of PTSC has been investigated. It was established that variation in mentioned parameters exhibits both positive and negative impacts on optical performance. After careful analysis, lrc, wrc, frc, Dao and θ were chosen for optimization as it was perceived that by varying these in a reasonable range, an optimal set of parameters could be obtained that maximize the absorbed solar irradiation for a given PTSC. Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and African Vultures Optimization Algorithm (AVOA) are utilized to estimate the optimal values of parameters. Significant improvement in absorbed solar irradiation (~16%) is registered with optimized parameters, suggesting that benefits can be obtained if a study is performed prior to producing PTSC modules for an application.
本文详细分析了影响抛物槽式太阳能集热器(PTSC)光学性能的参数,并提出了一种优化相关参数的方法。针对工业太阳能技术(IST) PTSC的已知几何形状和参数,建立了数学模型并进行了仿真。该模型在三种不同的IST PTSC配置中进行了评估。实验结果与模型估计结果的比较表明,最大均方根误差(RMSE)为0.7997,验证了模型的可靠性。研究了吸收器直径(Dao)、长度(lrc)、宽度(wrc)和焦距(frc),以及直接法向入射角(in)、污物因子(ξdm、ξdhc)和入射角(θ)对PTSC光学性能的影响。结果表明,上述参数的变化对光学性能既有正面影响,也有负面影响。经过仔细分析,我们选择lrc、wrc、frc、Dao和θ进行优化,因为我们认为,在合理的范围内改变这些参数,可以得到一组最优的参数,使给定的PTSC吸收的太阳辐射最大化。利用遗传算法(GA)、粒子群算法(PSO)和非洲秃鹫优化算法(AVOA)来估计参数的最优值。优化后的参数显著改善了吸收的太阳辐射(约16%),这表明如果在为应用生产PTSC模块之前进行研究,可以获得好处。
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引用次数: 7
Evolving a Bio-Inspired Blade Shape of the Drag-based Vertical-axis Wind Rotor Derived from Orange Sea-pen (Ptilosarcus Gurneyi) 基于橙色海笔(Ptilosarcus Gurneyi)的拖曳式垂直轴风转子仿生叶片形状的进化
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-10-07 DOI: 10.1115/1.4055914
Umang H. Rathod, V. Kulkarni, U. Saha
Inspired by the polyp leaf of the Orange sea-pen (Ptilosarcus gurneyi), a novel blade shape of the Savonius vertical-axis wind rotor is developed. The similarities between the aerodynamic and the hydrodynamic aspects of the Savonius rotor blade profile and the sea-pen leaf are reviewed, and an appropriate analogy is thereby established. The shape of the sea-pen leaf is then extracted to fabricate the rotor blades. The performance of this sea-pen bladed rotor is evaluated in a low-speed subsonic wind tunnel at different wind velocities. The two-dimensional (2D) numerical analysis is also performed to support the experimental findings and to study the influence of blade shape on the pressure and the torque distributions of the rotor. The novel sea-pen bladed rotor, having lesser material requirements, is seen to demonstrate higher performance than that of the conventional semicircular bladed rotor in the tested range of low tip-speed ratio.
受橙色海笔(Ptilosarcus gurneyi)的息肉叶的启发,开发了一种新颖的Savonius垂直轴风轮叶片形状。回顾了Savonius转子叶片轮廓和海笔叶在空气动力学和流体动力学方面的相似性,从而建立了适当的类比。然后提取海笔叶的形状来制造转子叶片。在不同风速下,在低速亚音速风洞中对这种海盆叶片转子的性能进行了评估。还进行了二维(2D)数值分析,以支持实验结果,并研究叶片形状对转子压力和扭矩分布的影响。在低叶尖速比的测试范围内,新型海笔叶片转子的材料要求较低,表现出比传统半圆叶片转子更高的性能。
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引用次数: 1
Numerical investigation of heat transfer augmentation of a curved solar air heater with inverted T-shaped ribs 具有倒T形肋的曲面太阳能空气加热器传热强化的数值研究
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-10-07 DOI: 10.1115/1.4055913
Harsh Katoch, S. Rathore, Chinmaya Mund
Laminar sub-layer formation in a smooth solar air heater (SAH) is one of the reasons for the low heat transfer coefficient. One of the most effective ways to overcome the problem and improve the heat transfer rate inside the SAH is to use artificial roughness in the form of ribs. The present investigation studies the consequence of inverted T-shaped ribs on the absorber plate of a CSAH. The absorber plate is exposed to a constant heat flux of 1000 W/m2 and is made up of aluminium. The investigation is done on the effect of Reynolds number (Re), relative roughness pitch (P/e), and relative roughness height (e/Dh) on entropy generation, fluid flow, and heat transfer characteristics of the system. A 2D fluid domain has been considered for the numerical analysis, and FVM is used to solve the equations of continuity, momentum, and energy. The governing equations are solved using the SST k-omega model. Thermo-hydraulic performance parameter (THPP) is also calculated using Nu(avg_r) and f(avg_r), which further helped to determine the optimal arrangement of inverted T-shaped ribs on the absorber plate of the SAH. The maximum THPP of 4.7744 is found for P/e = 7.143 at Re = 18000. Correlation for Nu(avg_r) and f(avg_r) as a function of Re and P/e is developed. Entropy generation per unit length due to fluid friction and heat transfer has been graphically represented.
光滑太阳能空气加热器(SAH)中层流子层的形成是传热系数低的原因之一。克服该问题并提高SAH内部传热率的最有效方法之一是使用肋形式的人工粗糙度。本研究研究了CSAH吸收板上倒T形肋的后果。吸收板暴露在1000W/m2的恒定热通量下,并且由铝制成。研究了雷诺数(Re)、相对粗糙度节距(P/e)和相对粗糙度高度(e/Dh)对系统熵产生、流体流动和传热特性的影响。数值分析考虑了二维流体域,FVM用于求解连续性、动量和能量方程。使用SST k-ω模型求解控制方程。还使用Nu(avg_r)和f(avg_r)计算了热工水力性能参数(THPP),这进一步有助于确定SAH吸收板上倒T形肋的最佳布置。当Re=18000时,P/e=7.143的最大THPP为4.7744。Nu(avg_r)和f(avg_r)作为Re和P/e的函数的相关性得到了发展。由于流体摩擦和热传递而产生的单位长度熵已用图形表示。
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引用次数: 1
PREDICTING VERTICAL DAYLIGHT ILLUMINANCE DATA FROM MEASURED SOLAR IRRADIANCE: A MACHINE LEARNING-BASED LUMINOUS EFFICACY APPROACH 从测量的太阳辐照度预测垂直日光照度数据:基于机器学习的光效方法
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-10-07 DOI: 10.1115/1.4055915
D. Li, E. Aghimien
Daylight data are required for energy-efficient building designs. However, daylight is scarcely measured, making the luminous efficacy model an alternative. This paper presents a method for modeling vertical luminous efficacy (Kvg) using measured data from measuring stations in Hong Kong. The artificial neural network (ANN), support vector machines (SVM) and empirical correlations were proposed for modeling Kvg. Machine learning (ML) models like ANN and SVM were used because they offer more accurate daylight predictions and ease in explaining complex relationships between atmospheric variables. Also, ML was explored since it has not been used in prior vertical luminous efficacy studies. Sensitivity analysis was also carried out to determine the relative importance of input variables used for developing the proposed models. Findings show that scattering angle and diffuse fraction are crucial variables in vertical luminous efficacy modeling. Furthermore, the analysis showed that all proposed models could offer vertical daylight predictions at a relative root mean square error of less than 20%. Finally, it was observed that the ANN models outperformed the SVM and empirical models.
节能建筑设计需要日光数据。然而,日光几乎没有测量,这使得发光效率模型成为一种替代方案。本文提出了一种利用香港测量站的测量数据建立垂直发光效率(Kvg)模型的方法。提出了人工神经网络(ANN)、支持向量机(SVM)和经验相关性对Kvg进行建模。之所以使用ANN和SVM等机器学习(ML)模型,是因为它们提供了更准确的日光预测,并且易于解释大气变量之间的复杂关系。此外,由于ML尚未用于先前的垂直发光功效研究,因此对其进行了探索。还进行了敏感性分析,以确定用于开发所提出的模型的输入变量的相对重要性。研究结果表明,散射角和散射分数是垂直发光效率建模的关键变量。此外,分析表明,所有提出的模型都可以提供相对均方根误差小于20%的垂直日光预测。最后,观察到ANN模型优于SVM和经验模型。
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引用次数: 1
Estimation of the Daily Utilizability of a Flat Plate Solar Collector for different Climatic Zones in Algeria 阿尔及利亚不同气候带平板太阳能集热器日利用率的估计
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-10-03 DOI: 10.1115/1.4055844
Karima Smaili, N. Kasbadji Merzouk, M. Merzouk, R. Boukenoui
The essential aim of this study is to estimate the daily utilizability and useful energy of a flat plate solar collector in Algeria for different climatic zones. For this purpose, a program based on the Klein's method was developed to estimate the daily utilizability and the useful energy characterized by the optical efficiency and the global loss coefficient that equal to 0.72 and 7.9 W/m2K, respectively. The seasonal potentials of the whole studied zones are represented by geographical maps, then, a parametric study is performed to see the influence of the inlet temperature of the heat transfer fluid, the optical efficiency and the global coefficient losses on the average utilizability per month for each site. Subsequently, the utilizability variations considering different sites and during various months are analyzed in terms of the average temperature of the heat transfer fluid, the optical efficiency and the coefficient of global losses. The results show that the usable potential produced by this type of solar collector is 1500-1700 MJ/m2 in climatic zones E5 (Tanegrouft), E4 (Sahara) and E3 (Pre-Sahara), and is 1300 MJ/m2 in climatic zones E2 (Highlands) and E1 (Coastal) during the summer season. While for the winter season, the usable potential is 500-700 MJ/m2 in climatic zones E1 and E2, and 700-900 MJ/m2 in E3, E4 and E5, which can be considered as the most favorable zones for the conversion of the available solar energy into thermal one through the flat plate solar collector. The study of the effect on the system performance considering usability has shown that the effects of the overall loss coefficient are more significant compared to optical efficiency.
本研究的主要目的是估计阿尔及利亚不同气候带平板太阳能集热器的每日利用率和有用能量。为此,我们开发了一个基于Klein方法的程序,以光效和总损耗系数分别为0.72和7.9 W/m2K为特征,估算了光能的日利用率和有用能量。用地理图表示了整个研究区域的季节潜力,然后进行了参数化研究,以了解传热流体的入口温度、光学效率和整体系数损失对每个站点每月平均利用率的影响。随后,根据传热流体的平均温度、光学效率和整体损耗系数,分析了不同地点和不同月份的利用率变化。结果表明,该集热器夏季在E5 (Tanegrouft)、E4 (Sahara)和E3(前撒哈拉)气候带的可利用电位为1500 ~ 1700 MJ/m2,在E2 (Highlands)和E1 (Coastal)气候带的可利用电位为1300 MJ/m2。而冬季E1、E2气候带的可利用势为500 ~ 700 MJ/m2, E3、E4、E5气候带的可利用势为700 ~ 900 MJ/m2,可以认为这是平板太阳能集热器将可利用太阳能转化为热能的最有利区域。考虑可用性对系统性能影响的研究表明,与光效率相比,总损耗系数的影响更为显著。
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引用次数: 0
A Non-Intrusive Particle Temperature Extraction Methodology using IR and Visible-Image Sequences for High-Temperature Particle Plumes 一种基于红外和可见光图像序列的高温粒子羽流非侵入性粒子温度提取方法
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-09-21 DOI: 10.1115/1.4055703
Jesus D. Ortega, C. Ho, G. Anaya, P. Vorobieff, G. Mohan
The direct measurement of particle temperatures in particle-laden flows presents a unique challenge to thermometry due to the flow's transient and stochastic nature. Previous attempts to measure the bulk particle temperature of a dilute particle plume or particle curtain using intrusive and non-intrusive methods have been mildly successful. In this work, a non-intrusive method using a high-speed IR camera and a visible-light camera to yield an indirect particle temperature measurement technique is developed and tested. The image sequences obtained from the IR camera allow for the calculation of the apparent particle temperature, while the visible-light image sets allow for the calculation of the plume opacity as a function of flow discharge position. To extract the true particle temperature, a post-processing algorithm based on Planck's radiation theory was developed. The results were validated through a series of lab-scale tests at the University of New Mexico using a test rig capable of generating particle curtains at various temperatures. The temperature profiles extracted from the methodology presented were compared to the temperature data measured using the methodology outlined in this work yielding agreement of the bulk particle temperature of the plume within 10% error. The methods described here will be developed further to estimate the heat losses from the falling particle receiver at Sandia National Laboratories.
由于颗粒流的瞬态和随机性,直接测量颗粒流中的颗粒温度对测温提出了独特的挑战。以前使用侵入和非侵入方法测量稀释颗粒羽流或颗粒幕的整体颗粒温度的尝试取得了一定的成功。在这项工作中,开发并测试了一种使用高速红外相机和可见光相机产生间接粒子温度测量技术的非侵入性方法。从IR相机获得的图像序列允许计算表观颗粒温度,而可见光图像集允许计算作为流量排放位置的函数的羽流不透明度。为了提取真实的粒子温度,开发了一种基于普朗克辐射理论的后处理算法。新墨西哥大学通过一系列实验室规模的测试验证了这一结果,该测试台能够在不同温度下产生粒子幕。将从所提出的方法中提取的温度剖面与使用本工作中概述的方法测量的温度数据进行比较,得出羽流的整体颗粒温度在10%误差范围内的一致性。这里描述的方法将进一步发展,以估计桑迪亚国家实验室下落粒子接收器的热损失。
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引用次数: 1
Wind load similarity relations for parabolic trough collectors 抛物槽式集热器风荷载相似关系
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-09-14 DOI: 10.1115/1.4055602
Moucun Yang, Limin Zhi, Hua Liu, Yuezhao Zhu, R. Taylor
Large-scale parabolic trough collectors (PTCs) are generally installed in flat, open areas. Their specific costs are dependent on wind load-based structural design factors. To help estimate these wind loads, validated numerical simulations were used to develop similarity relations for large-scale PTCs. First, similarity relations were deduced between a full-sized model and a scaled-down experimental similarity model. Second, the wind loads on the similarity model were simulated with a computational model to analyze the pressure distributions and aerodynamic performance under different wind speeds and pitch angles. Third, the computational method was extended to compute wind loads on a LS-2 collector. The numerical results had a close agreement with the experiment results on the whole, achieving a mean relative error in the drag coefficients of 5.1%, 3.8% in the lift coefficients and 5.0% in the moment coefficients, which indicated that the simulation model was valid. Further, comparing with the other turbulence model, the k–e turbulence model has a better accuracy. Finally, practical similarity equations were proposed which can be used to estimate the wind loads on a range of PTC designs in a wide range of conditions. The mean relative error of these practical similarity equations was found to be within 12.0%. Overall, this study reports a validated set of similarity equations which can be used to bypass costly numerical simulation and/or wind tunnel testing for the estimation of wind loads on the large-scale PTCs installed in flat, open areas.
大型抛物面槽收集器(PTC)通常安装在平坦、开放的区域。它们的具体成本取决于基于风荷载的结构设计因素。为了帮助估计这些风荷载,使用经过验证的数值模拟来建立大型PTC的相似关系。首先,推导了全尺寸模型和缩小实验相似模型之间的相似关系。其次,用计算模型模拟了相似模型上的风荷载,分析了不同风速和桨距角下的压力分布和气动性能。第三,将该计算方法推广到LS-2集热器的风荷载计算中。数值计算结果与实验结果基本一致,阻力系数的平均相对误差为5.1%,升力系数的平均误差为3.8%,力矩系数的平均偏差为5.0%,表明模拟模型是有效的。此外,与其他湍流模型相比,k–e湍流模型具有更好的精度。最后,提出了实用的相似方程,可用于估计各种条件下一系列PTC设计的风荷载。这些实际相似方程的平均相对误差在12.0%以内。总体而言,本研究报告了一组经过验证的相似方程,可用于绕过昂贵的数值模拟和/或风洞测试,以估计安装在平坦开阔区域的大型PTC上的风荷载。
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引用次数: 0
Study on Integration of Retired Lithium-Ion Battery with Photovoltaic for Net-Zero Electricity Residential Homes 废旧锂离子电池与光伏技术在净零电量住宅中的集成研究
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-09-08 DOI: 10.1115/1.4055554
Muapper Alhadri, Waleed Zakri, Siamak Farhad
The behavior of a retired lithium-ion battery (LIB) from its first-life in an electric aircraft (EA) for its second-life in a solar photovoltaic (PV) system for a net-zero electricity residential home is studied. The first part of this study presents the design and sizing a battery energy storage system (BESS), made from retired LIBs, to store a portion of the PV generation for a typical home in Ohio. The home is connected to the grid, but the net electricity usage from the grid in one year is zero. The purpose of the BESS is to peak shaving, power arbitrage, reducing the home dependency to grid, and increasing the economic benefits. The sizing is determined based on the hourly data of the PV system generation, ambient temperature, irradiation, and home demand electricity. In the second part of this study, the retired LIB degradation rate and its remaining useful life in the BESS are estimated using an adopted empirical LIB model. The model includes the capacity-fade for both first-life and second-life of the LIB under various duty cycles. It is shown that the retired LIB from its first-life is still suitable to be used in the PV grid-tied battery (PVGB) system for another 10 years. The results of this study can potentially reduce the LIB cost for EVs and EAs because the retired LIBs from these applications still have value to serve for other applications such as PVGB system for residential homes.
研究了一种退役的锂离子电池(LIB)从其在电动飞机(EA)中的第一个寿命到其在净零电量住宅的太阳能光伏(PV)系统中的第二个寿命的行为。本研究的第一部分介绍了电池储能系统(BESS)的设计和尺寸,该系统由退役的LIBs制成,用于存储俄亥俄州典型家庭的部分光伏发电量。家里已经接入了电网,但一年内电网的净用电量为零。BESS的目的是调峰、套利、减少家庭对电网的依赖,并提高经济效益。根据光伏系统发电量、环境温度、辐射和家庭需求电力的小时数据确定规模。在本研究的第二部分中,使用采用的经验LIB模型估计了BESS中的退役LIB降解率及其剩余使用寿命。该模型包括LIB在不同工作循环下的第一寿命和第二寿命的容量衰减。研究表明,从其第一个寿命开始退役的LIB仍然适合在光伏并网电池(PVGB)系统中再使用10年。这项研究的结果可能会降低电动汽车和电动汽车的LIB成本,因为这些应用中退役的LIB仍有价值用于其他应用,如住宅PVGB系统。
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引用次数: 4
Heat Transfer Augmentation of a Solar Air Heater Using a Twisted V-Shaped Staggered Rib Over the Absorber Plate 在吸收板上使用扭曲v形交错肋的太阳能空气加热器的传热增强
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-08-29 DOI: 10.1115/1.4055404
D. Kumar, A. Layek
An effort is made to study the performance of a solar air heater having the absorber surface roughened by providing staggered, twisted V-shaped ribs roughness. Liquid crystal thermography technique is applied to get the Nu distribution over the surface. Experimentation is done for Reynolds number ranges from 3000 to 21000, relative roughness to pitch ratio (P/e) from 7 to 11 and relative staggered distance (d/e) of 2 to 6, for fixed angle of attack (a), relative twist length (y/e), relative roughness length (S/e). It is found that maximum Nusselt number and friction factor augmentation is of 3.43 and 2.57 times than that of smooth duct. The maximum thermo-hydraulic performance (THP) value obtained is of 2.69 for the P/e of 9 and d/e of 4. It can be inferred that staggered twisted V-shaped rib roughness helps to get the enhanced Nu with minimum friction penalty.
努力研究太阳能空气加热器的性能,该太阳能空气加热器具有通过提供交错、扭曲的V形肋粗糙度而使吸收器表面粗糙化的结构。应用液晶热成像技术得到表面上的Nu分布。实验的雷诺数范围为3000至21000,相对粗糙度与节距比(P/e)为7至11,相对交错距离(d/e)为2至6,固定攻角(a)、相对扭曲长度(y/e)、相对粗糙度长度(S/e)。结果表明,最大努塞尔数和摩擦系数分别是光滑管道的3.43倍和2.57倍。当P/e为9,d/e为4时,获得的最大热工水力性能(THP)值为2.69。可以推断,交错扭曲的V形肋粗糙度有助于以最小的摩擦损失获得增强的Nu。
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引用次数: 5
Experimental Investigation on the Thermal Performance of a Conical Solar Water Heater using Mixed Asphalt Absorber Plate 混合沥青吸收板锥形太阳能热水器热性能试验研究
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2022-08-29 DOI: 10.1115/1.4055403
T. Phengpom, Jirasak Pukdum
In the present research, an investigational study on thermal performance of a mixed asphalt conical solar water heater (MACSWH) was analyzed under field conditions. The key target of the present research is to evaluate the dynamics of heat and performance of a conical solar collector with an attached mixed asphalt as an absorber plate. In the current experimental test setup, the mixed asphalt as an absorber plate with a diameter of 0.20 m and thickness of 0.05 m was set in the middle of the focal area for accumulating the solar radiation, reflecting from a polished zinc conical reflector. The aperture diameter of the MACSWH was 0.45 m with a concentration ratio of 2.20. The copper pipe had a total length of 2 m, and the inclination angle of the conical was fixed at 15°. The experimental results provide evidence that the mixed asphalt set as an absorber plate at the center of the focal area was an effective practical approach to improve the performance of a conical solar collector. This method raises the maximum percentage difference between inlet water temperature and outlet water temperature by approximately 47.27%, while the maximum temperatures of absorber plate, copper pipe, and efficacy are at 82°C, 62°C, and 72% respectively.
本研究在现场条件下对混合沥青锥形太阳能热水器(MACSWH)的热性能进行了研究分析。本研究的关键目标是评估以附着混合沥青为吸收板的锥形太阳能集热器的热动力学和性能。在当前的实验测试装置中,将直径为0.20m、厚度为0.05m的混合沥青作为吸收板设置在焦点区域的中间,用于累积从抛光的锌锥形反射器反射的太阳辐射。MACSWH的孔径为0.45米,浓度比为2.20。铜管的总长度为2m,圆锥形的倾斜角度固定在15°。实验结果表明,在焦区中心设置混合沥青作为吸收板是提高锥形太阳能集热器性能的有效实用方法。该方法将进水温度和出水温度之间的最大百分比差提高了约47.27%,而吸收板、铜管和功效的最高温度分别为82°C、62°C和72%。
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引用次数: 0
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Journal of Solar Energy Engineering-transactions of The Asme
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