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Uncertainty in Predicting the Start-Up Time and Losses for a High Temperature Particle Receiver due to Solar Resource Variability 太阳资源可变性对高温粒子接收器启动时间和损耗预测的不确定性
Pub Date : 2020-06-17 DOI: 10.1115/es2020-1649
M. Rafique, G. Nathan, W. Saw
In this paper, the effect of solar resource variability has been assessed on the start-up time and different heat transfer phenomena associated with a high temperature particle receiver. The receiver analyzed in this study has a cylindrical cavity made of three different layers in order to have good absorption, higher durability and lower thermal heat losses. A detailed transient mathematical model is developed, considering the input solar energy to the receiver aperture and all heat losses from the receiver cavity. The developed transient model is employed to study the time required to achieve a receiver start-up temperature from room temperature to 1000°C, under steady-state and transient operation, for the climatic conditions of Pinjarra, Australia. Furthermore, the total energy gain by the receiver and associated heat losses including re-radiation, convection, and conduction have been accounted for, with and without considering the solar resource variability. The results revealed that an uncertainty of about 40% exists in the prediction of the receiver start-up time and associated heat losses during the start-up period under steady state operation, with a constant input heat flux. This uncertainty in the prediction of the receiver start-up time and losses will directly affect the overall performance and design of the receiver, which will result in unscheduled disruption of the industrial process. This indicates a need to analyse the performance of high temperature particle receivers under transient conditions, considering the solar resource variability for practical implementation of this technology to different processes. This will help to investigate better control strategies for the inflow of particles, based on the real-time climatic conditions, to achieve better thermal performance.
本文评估了太阳能资源变率对高温粒子接收器启动时间和不同传热现象的影响。为了具有良好的吸收率,更高的耐用性和更低的热损失,本研究分析的接收器具有三层不同的圆柱形腔。建立了一个详细的瞬态数学模型,考虑了输入到接收器孔径的太阳能和接收腔的所有热损失。利用所建立的瞬态模型,研究了澳大利亚Pinjarra气候条件下,在稳态和瞬态工况下,接收机从室温到1000℃的启动温度所需的时间。此外,在考虑或不考虑太阳资源变率的情况下,已经考虑了接收器的总能量增益和相关的热损失,包括再辐射、对流和传导。结果表明,在恒定输入热通量的稳态运行条件下,对启动时间和启动期间相关热损失的预测存在约40%的不确定性。这种对接收机启动时间和损耗预测的不确定性将直接影响接收机的整体性能和设计,从而导致工业过程的计划外中断。这表明需要分析高温粒子接收器在瞬态条件下的性能,考虑到太阳能资源的可变性,以实际实施该技术到不同的过程。这将有助于根据实时气候条件研究更好的颗粒流入控制策略,以实现更好的热性能。
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引用次数: 2
Effect of Anode Flow Channel Design on the Carbon Dioxide Bubble Removal in Direct Methanol Fuel Cells 阳极流道设计对直接甲醇燃料电池二氧化碳气泡去除的影响
Pub Date : 2020-06-17 DOI: 10.1115/es2020-1659
Sameer Osman, S. Ookawara, Mahmoud A. Ahmed
On the anode side of a direct methanol fuel cell, carbon dioxide bubbles are generated as a result of the methanol oxidation reaction. The accumulation of such bubbles prevents methanol from reaching the gas diffusion layer. Hence, a significant reduction in the reaction rate occurs, which limits the maximum current density of the cell. To keep carbon dioxide bubbles away from the gas diffusion layer interface, a new design of the anode flow channel besides wall surface treatment is developed. Such a design can introduce the Concus-Finn phenomena, which forces the carbon dioxide bubbles to move away from the gas diffusion layer due to capillary forces. This can be achieved by using a trapezoidal shape of the flow channel, as well as the combined effect of hydrophobic and hydrophilic surface treatments on the gas-diffusion layer and channel walls. To identify the optimal design of the anode flow channel, a three-dimensional, two-phase flow model is developed. The model is numerically simulated and results are validated with available measurements. Results indicated that treating the gas-diffusion layer with a hydrophilic layer increases the area in direct contact with liquid methanol. Besides, the hydrophobic top channel surfaces make it easier for the carbon dioxide bubbles to attach and spread out on the channel top surface. The current findings create a promising opportunity to improve the performance of direct methanol fuel cells.
在直接甲醇燃料电池的阳极侧,由于甲醇氧化反应产生二氧化碳气泡。这些气泡的积累阻止甲醇到达气体扩散层。因此,反应速率显著降低,从而限制了电池的最大电流密度。为了防止二氧化碳气泡进入气体扩散层界面,在壁面处理的基础上,提出了一种新的阳极流道设计。这样的设计可以引入concus_ - finn现象,这种现象迫使二氧化碳气泡由于毛细力而远离气体扩散层。这可以通过使用流道的梯形形状,以及对气体扩散层和通道壁进行疏水和亲水表面处理的联合作用来实现。为了确定阳极流道的最佳设计,建立了三维两相流模型。对该模型进行了数值模拟,并用实测数据对结果进行了验证。结果表明,用亲水层处理气体扩散层增加了与液体甲醇直接接触的面积。此外,疏水通道顶部表面使二氧化碳气泡更容易附着和扩散到通道顶部表面。目前的发现为提高直接甲醇燃料电池的性能创造了一个有希望的机会。
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引用次数: 0
Performance Investigation of Solar Organic Rankine Cycle Systems With and Without Regeneration and With Zeotropic Working Fluid Mixtures for Use in Micro-Cogeneration 微热电联产用太阳能有机朗肯循环系统的性能研究
Pub Date : 2020-06-17 DOI: 10.1115/es2020-1616
W. Yaïci, E. Entchev, P. Sardari
Globally there are several viable sources of renewable, low-temperature heat (below 130°C) particularly solar energy, geothermal energy, and energy generated from industrial wastes. Increased exploitation of these low-temperature options has the definite potential of reducing fossil fuel consumption with its attendant very harmful greenhouse gas emissions. Researchers have universally identified the organic Rankine cycle (ORC) as a practicable and promising system to generate electrical power from renewable sources based on its beneficial use of volatile organic fluids as working fluids (WFs). In recent times, researchers have also shown a preference for/an inclination towards deployment of zeotropic mixtures as ORC WFs because of their capacity to improve thermodynamic performance of ORC systems, a feat enabled by better matches of the temperature profiles of the WF and the heat source/sink. This paper demonstrates both the technical feasibility and the notable advantages of using zeotropic mixtures as WFs through a simulation study of an ORC system. The study examines the thermodynamic performance of ORC systems using zeotropic WF mixtures to generate electricity driven by low-temperature solar heat source for building applications. A thermodynamic model is developed with an ORC system both with and excluding a regenerator. Five zeotropic mixtures with varying compositions of R245fa/propane, R245fa/hexane, R245fa/heptane, pentane/hexane and isopentane/hexane are evaluated and compared to identify the best combinations of WF mixtures that can yield high efficiency in their system cycles. The study also investigates the effects of the volumetric flow ratio, and evaporation and condensation temperature glides on the ORC’s thermodynamic performance. Following a detailed analysis of each mixture, R245fa/propane is selected for parametric study to examine the effects of operating parameters on the system’s efficiency and sustainability index. For zeotropic mixtures, results showed that there is an optimal composition range within which binary mixtures are inclined to perform more efficiently than the component pure fluids. In addition, a significant increase in cycle efficiency can be achieved with a regenerative ORC, with cycle efficiency ranging between 3.1–9.8% and 8.6–17.4% for ORC both without and with regeneration, respectively. Results also showed that exploiting zeotropic mixtures could enlarge the limitation experienced in selecting WFs for low-temperature solar organic Rankine cycles.
全球有几种可行的可再生低温热源(低于130°C),特别是太阳能、地热能和工业废物产生的能源。增加对这些低温选择的开发,具有减少化石燃料消耗及其伴随的非常有害的温室气体排放的明确潜力。研究人员普遍认为有机朗肯循环(ORC)是一种可行的、有前途的可再生能源发电系统,因为它有益地利用挥发性有机流体作为工作流体(WFs)。近年来,研究人员也表现出对使用共沸水混合材料作为ORC WFs的偏好/倾向,因为它们能够改善ORC系统的热力学性能,这是由于WF和热源/汇的温度分布更好地匹配而实现的。本文通过ORC系统的模拟研究,论证了采用共沸混合物作为WFs的技术可行性和显著的优点。该研究考察了使用共向WF混合物的ORC系统的热力学性能,该系统由低温太阳能热源驱动,用于建筑应用。建立了含蓄热器和不含蓄热器的ORC系统的热力学模型。对R245fa/丙烷、R245fa/己烷、R245fa/庚烷、戊烷/己烷和异戊烷/己烷五种不同组成的共沸混合物进行了评价和比较,以确定能在系统循环中产生高效率的WF混合物的最佳组合。研究了体积流量比、蒸发和冷凝温度对ORC热力学性能的影响。在对每种混合物进行详细分析后,选择R245fa/丙烷进行参数研究,以考察运行参数对系统效率和可持续性指标的影响。对于共沸混合物,结果表明存在一个最佳组成范围,在该范围内二元混合物倾向于比组分纯流体更有效地发挥作用。此外,再生ORC的循环效率显著提高,无再生ORC的循环效率为3.1-9.8%,有再生ORC的循环效率为8.6-17.4%。结果还表明,开发共沸混合物可以扩大低温太阳有机朗肯循环WFs选择的局限性。
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引用次数: 0
Testing and Simulations of Spatial and Temporal Temperature Variations in a Particle-Based Thermal Energy Storage Bin 基于粒子的储热仓中温度时空变化的测试与模拟
Pub Date : 2020-06-17 DOI: 10.1115/es2020-1660
J. Sment, Mario J. Martinez, Kevin Albrecht, C. Ho
The National Solar Thermal Test Facility (NSTTF) at Sandia National Laboratories is conducting research on a Generation 3 Particle Pilot Plant (G3P3) that uses falling sandlike particles as the heat transfer medium. The system will include a thermal energy storage (TES) bin with a capacity of 6 MWht¬ requiring ∼120,000 kg of flowing particles. Testing and modeling were conducted to develop a validated modeling tool to understand temporal and spatial temperature distributions within the storage bin as it charges and discharges. Flow and energy transport in funnel-flow was modeled using volume averaged conservation equations coupled with level set interface tracking equations that prescribe the dynamic geometry of particle flow within the storage bin. A thin layer of particles on top of the particle bed was allowed to flow toward the center and into the flow channel above the outlet. Model results were validated using particle discharge temperatures taken from thermocouples mounted throughout a small steel bin. The model was then used to predict heat loss during charging, storing, and discharging operational modes at the G3P3 scale. Comparative results from the modeling and testing of the small bin indicate that the model captures many of the salient features of the transient particle outlet temperature over time.
桑迪亚国家实验室的国家太阳能热测试设施(NSTTF)正在进行第三代颗粒中试工厂(G3P3)的研究,该工厂使用落沙状颗粒作为传热介质。该系统将包括一个容量为6兆瓦的热能储存(TES)箱,需要约120,000公斤的流动颗粒。通过测试和建模,开发了一种经过验证的建模工具,以了解储罐充电和放电时的时空温度分布。利用体积平均守恒方程和水平集界面跟踪方程对漏斗流中的流动和能量输运进行了建模,这些方程规定了储存仓内颗粒流动的动态几何形状。允许颗粒床顶部的薄层颗粒流向中心并进入出口上方的流道。模型结果通过安装在小钢仓中的热电偶的颗粒放电温度进行验证。然后,该模型用于预测G3P3规模下充电、存储和放电操作模式下的热损失。小料仓的建模和测试结果的对比表明,该模型捕捉了瞬态颗粒出口温度随时间变化的许多显著特征。
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引用次数: 1
AI Based Energy Optimization in Association With Class Environment 基于AI的班级环境能量优化
Pub Date : 2020-06-17 DOI: 10.1115/es2020-1696
K. Yu, Emanuel Jaimes, Chi-Chuan Wang
This study investigates the performance of an optimal indoor environment in a campus classroom. The control system is able to regulate and balance the needs for illuminance, thermal comfort, air quality, and energy saving. By incorporating with Machine Learning and illumination algorithm associated with Internet of Things, wireless communication and adapted control, optimal energy saving and environment control can be achieved. Additionally, by using Video Image Detection to analyze the number of occupants and distribution in the classroom offers better energy optimization. In this study, the split-type air conditioning system has been used which is different from that in most literatures. About 30 tests are conducted and the occupant numbers range from 1 to 2 hours and each hour is 50 minutes. The class types include normal lecture and examination which shows completely different characteristics. The proposed AI agent contains the benefits not only for small or medium indoor space, but also for residences. In order to adjust the indoor illuminance, wireless and adjustable illuminance level LED were installed. Under the control of the illumination algorithm, the illuminance of each area of the classroom can be optimized according to the occupant distribution. The test results indicate that, by maintaining thermal comfort and air quality, when comparing with fixed setting point control 25 degrees, the average energy saving is 19%, and the average CO2 concentration is decreased by 21.3%. When comparing with setting point temperature of 26 degrees, the average energy saving is 15% the average CO2 is decreased by 12.9%.
本研究探讨了校园教室最佳室内环境的性能。控制系统能够调节和平衡照明、热舒适、空气质量和节能的需求。通过与物联网相关的机器学习和照明算法、无线通信和自适应控制相结合,可以实现最佳的节能和环境控制。此外,通过使用视频图像检测来分析教室中的人员数量和分布,可以更好地优化能源。本研究采用了与大多数文献不同的分体式空调系统。大约进行了30次测试,占用时间从1到2小时不等,每小时为50分钟。课堂类型分为正常授课和考试两种,表现出完全不同的特点。提出的人工智能代理不仅适用于中小型室内空间,也适用于住宅。为了调节室内照度,安装了无线和可调照度LED。在照明算法的控制下,教室各个区域的照度可以根据人员分布进行优化。试验结果表明,在保持热舒适和空气质量的前提下,与固定设定点控制25度相比,平均节能19%,平均CO2浓度降低21.3%。与设定点温度26度相比,平均节能15%,平均减少二氧化碳排放12.9%。
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引用次数: 2
Energy Efficiency in K-12 Schools: A Case Study in Florida K-12学校的能源效率:佛罗里达州的案例研究
Pub Date : 2020-06-17 DOI: 10.1115/es2020-1632
Ganesh Doiphode, H. Najafi, Mariana Migliori Favaretto
Buildings are one of the largest energy consumers in the United States. K-12 schools are responsible for nearly 8% of energy consumption by commercial buildings which is equivalent to 1.44% of total annual energy consumption in the country. Understanding the baseline energy consumption of the schools as well as identifying effective energy efficiency measures (EEMs) that result in significant energy savings without compromising occupant’s comfort in a given climate condition are essential factors in moving towards a sustainable future. In a collaboration between Florida Institute of Technology and Brevard Public Schools, three schools are identified for a test study in Melbourne, FL, representing the humid subtropical climate. Energy audit is conducted for these schools and monthly utility bill data as well as background information, end-user’s data and their associated operating schedules are obtained. A detailed analysis is performed on the utility bill data and energy consumption by each end-user is estimated. Several EEMs are considered and evaluated to achieve an improved energy efficiency for the schools. The implementation cost of each EEM and the associated simple payback period is also determined. A study is also conducted to explore possibility of using solar power to cover 50% of energy requirements of each school and the cost and payback period of the project are evaluated. The results of this paper provide insights regarding prioritizing energy efficiency projects in K-12 schools in humid subtropical climates and particularly the state of Florida and help with decision making regarding investment in on-site power generation using solar energy.
建筑是美国最大的能源消耗者之一。K-12学校的能耗占商业建筑能耗的近8%,相当于全国年度总能耗的1.44%。了解学校的基本能源消耗,并确定有效的能源效率措施,从而在一定的气候条件下节省大量能源,同时又不影响居住者的舒适度,这是迈向可持续发展未来的重要因素。在佛罗里达理工学院和布里瓦德公立学校之间的合作中,三所学校被确定为佛罗里达州墨尔本的一项测试研究,代表了潮湿的亚热带气候。我们会为这些学校进行能源审计,并取得每月水电费帐单资料、背景资料、最终用户资料及相关的营运时间表。对公用事业账单数据进行详细分析,并估计每个最终用户的能源消耗。我们考虑和评估了几个电子环境管理系统,以提高学校的能源效率。还确定了每个EEM的实施成本和相关的简单投资回收期。此外,还研究了利用太阳能满足每所学校50%能源需求的可能性,并对项目的成本和投资回收期进行了评估。本文的结果为湿润的亚热带气候,特别是佛罗里达州的K-12学校优先考虑能源效率项目提供了见解,并有助于制定有关使用太阳能现场发电的投资决策。
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引用次数: 0
Design of Fresnel Lens With Constant Height Spherical Facets 定高球面菲涅耳透镜的设计
Pub Date : 2020-06-17 DOI: 10.1115/es2020-1652
Kuldeep Awasthi, Desireddy Shashidhar Reddy, Mohd. Kaleem Khan
In the present work, a ray tracing model based on Snell’s law of refraction is developed using MATLAB for the design of Fresnel lens with spherical facets of equal height. In practice, the facet curvature is approximated by straight line, which causes an increase in spherical aberrations and reduction in concentration ratio. The proposed model takes facet curvature into consideration, which will result in effective utilization of incident solar radiations. Fresnel lenses are available with facets having constant width and facets with constant height. A comparison of spherical aberrations in the two cases has also been presented using different f - numbers (ratio of focal length to aperture diameter). Effect of different parameters like number of facets and refractive index of lens material on concentration ratio is also presented in present study. The proposed ray tracing model is validated with the model developed in SolTrace, an open access software. The predictions from the proposed model are in good agreement with the results of SolTrace model with an average deviations of 6.8% for concentration ratio and 2.2% for focal length.
本文利用MATLAB建立了基于斯涅耳折射定律的光线追踪模型,用于等高球面菲涅耳透镜的设计。在实际应用中,面曲率近似为直线,导致球差增大,聚光比降低。该模型考虑了面曲率,有效地利用了入射太阳辐射。菲涅耳透镜有固定宽度的面和固定高度的面。用不同的f -数(焦距与孔径之比)对两种情况下的球差进行了比较。本文还研究了晶面数和透镜材料折射率等参数对聚光比的影响。用开放存取软件SolTrace开发的模型验证了所提出的光线追踪模型。该模型的预测结果与SolTrace模型吻合较好,浓度比的平均偏差为6.8%,焦距的平均偏差为2.2%。
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引用次数: 0
Imaging Particle Temperatures and Curtain Opacities Using an IR Camera 使用红外相机成像粒子温度和窗帘不透明度
Pub Date : 2020-06-17 DOI: 10.1115/es2020-1688
Jesus D. Ortega, G. Anaya, P. Vorobieff, G. Mohan, C. Ho
The Falling Particle Receiver (FPR) at the National Solar Thermal Test Facility (NSTTF) is a testbed for promising receiver technologies offering solutions to the temperature and irradiance limitations exhibited by gas and molten salt receivers, since the particle curtain is directly irradiated without the need of containment. Until recently, the heat loss of the NSTTF 1 MWth FPR was not fully characterized. One of the challenges of the FPR characterization is the intricate flow conditions that the particle curtain experiences due to its cavity design with a single open aperture, to allow the direct irradiance. Recently, particle plumes expelled from the FPR during operation were observed. While this phenomenon affects the FPR heat loss and needs to be closely monitored, it is extremely difficult to operate any kind of sensors near the aperture of the FPR. This work describes the development of a methodology using a high-speed IR camera, located ≥ 5 meters away from the aperture, to estimate the opacity of a particle plume, which in turn can be used to extract the average particle temperature of a region of interest with a known background temperature. Experiments performed at the University of New Mexico using four different flow configurations and three different temperatures (200, 450, and 750°C) were conducted to determine the relationship between the plume opacity in the visible range and the “particle-pixel” opacity obtained from thermograms in the IR range. We present a “particle-pixel function” that describes the combined impact of an unknown number of particles at a specific temperature on a thermogram pixel value with an initial value equal to the background temperature. The novelty of this function is that it provides a reasonable estimate of the plume opacity using thermograms obtained from the IR camera; hence a bulk particle temperature can be obtained. Future development of this methodology will make it possible to compute the advective losses from the FPR and provide a first order approximation of the convective losses for the system.
国家太阳能热测试设施(NSTTF)的落粒子接收器(FPR)是一个有前途的接收器技术的测试平台,它提供了解决气体和熔盐接收器所表现出的温度和辐照度限制的解决方案,因为粒子幕直接照射而不需要容器。直到最近,使用FPR的nstf1mw的热损失还没有得到充分的表征。FPR表征的挑战之一是,由于粒子幕的腔体设计具有单个开放孔径,以允许直接辐照,因此粒子幕所经历的复杂流动条件。近年来观测到FPR在运行过程中喷出的粒子羽流。虽然这种现象会影响FPR热损失,需要密切监测,但在FPR孔径附近操作任何类型的传感器都是极其困难的。这项工作描述了一种使用高速红外相机的方法的发展,该相机位于距孔径≥5米的地方,用于估计粒子羽流的不透明度,进而可用于提取具有已知背景温度的感兴趣区域的平均粒子温度。在新墨西哥大学进行的实验使用了四种不同的流动配置和三种不同的温度(200、450和750°C),以确定可见范围内羽流不透明度与红外范围内热像图获得的“粒子像素”不透明度之间的关系。我们提出了一个“粒子-像素函数”,它描述了特定温度下未知数量的粒子对初始值等于背景温度的热像图像素值的综合影响。这个函数的新颖之处在于,它提供了一个合理的羽流不透明度的估计,使用从红外相机获得的热图;因此,可以得到体粒子的温度。该方法的未来发展将使计算FPR的对流损失成为可能,并为系统提供对流损失的一阶近似。
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引用次数: 2
Comparison and Implementation of Thermally Massive Wall and Roof Models for Use in Simplified Building Energy Models 用于简化建筑能耗模型的热质量墙和屋顶模型的比较与实现
Pub Date : 2019-07-14 DOI: 10.1115/es2019-3909
Christopher Fernandez, S. Jeter
An increasing trend in building energy simulations is to use simplified models to reduce simulation time, evaluate different model configurations, and analyze for energy consumption across different constructions and weather climates. Simplified models tend to share some common benefits such as ease of calibration and reduced setup and operation time. All of which allows for shorter time and simpler program to evaluate different situations or systems. Some of these simplified models ignore thermal capacitance within walls and roofs; removing thermal capacitance can decrease simulation time but may alter loading due to ignoring the delay between when exterior surfaces receive loading and when the load is transferred to the interior. While this simplification is sometimes useful, it often overlooks the delay that occurs between the external wall heating and that heat being transferred to the interior. This paper will explore alternative methods for evaluating conduction loads in opaque surfaces for use in building energy models. Specifically, a differential equation conduction method with numerical integration, closed form solution, and forward difference calculation. These methods will be evaluated for how different conduction simulation techniques can be used in different situations to provide a potential increase in accuracy for simplified models while simultaneously reducing computational loads. Understanding the physics of dynamic envelope loading can change how much energy a building uses and when room conditioning needs to occur.
使用简化模型来减少模拟时间,评估不同的模型配置,并分析不同建筑和天气气候的能源消耗是建筑能源模拟的一个日益增长的趋势。简化的模型往往具有一些共同的优点,例如易于校准和减少设置和操作时间。所有这些都可以缩短时间,简化程序来评估不同的情况或系统。其中一些简化模型忽略了墙壁和屋顶内的热容;去除热电容可以减少模拟时间,但可能会改变负载,因为忽略了外部表面接收负载和负载转移到内部之间的延迟。虽然这种简化有时是有用的,但它往往忽略了在外墙加热和热量传递到内部之间发生的延迟。本文将探讨在建筑能源模型中评估不透明表面传导负荷的替代方法。具体来说,是一种具有数值积分、封闭形式解和正向差分计算的微分方程传导法。这些方法将被评估如何在不同的情况下使用不同的传导模拟技术,以提供简化模型的准确性的潜在增加,同时减少计算负荷。了解动态围护结构载荷的物理特性可以改变建筑物使用多少能源以及何时需要进行房间调节。
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引用次数: 0
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ASME 2020 14th International Conference on Energy Sustainability
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