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Empirical modelling of variable capacity air-to-air heat pumps in trnsys trnsys变容量空气-空气热泵的经验建模
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-03 DOI: 10.1080/19401493.2022.2052964
Gregor Strugala, M. Kummert, M. Kegel
Variable capacity heat pumps improve seasonal performance and operate at lower temperatures by varying their compressor speed to match their capacity to a specific thermal load. They constitute a great asset in our struggle to lower energy consumption and carbon emissions, especially in cold climates. However, being a more recent and complex technology, they are not easily integrated in the design of building energy systems as adequate models are lacking. A trnsys model for variable capacity air-to-air heat pumps (vcaahps) relying on performance maps and restricted to mini-split systems was therefore developed to streamline this design process and provide more accurate results. The model is presented first; it can reproduce most common heat pump behaviours – such as defrost and latent cooling. Then, a methodology relying on experimental data to supplement (often incomplete) manufacturer performance maps is provided. Finally, model usage is exemplified through a case study highlighting specific features and behaviours.
可变容量热泵改善季节性性能,并在较低的温度下运行,通过改变其压缩机速度,以匹配其容量,以特定的热负荷。在我们努力降低能源消耗和碳排放的过程中,尤其是在寒冷气候下,它们是一笔巨大的财富。然而,作为一项较新的复杂技术,由于缺乏适当的模型,它们不容易集成到建筑能源系统的设计中。因此,trnsys公司开发了一种基于性能图的可变容量空气对空气热泵(vcaahps)模型,该模型仅限于小型分体式系统,以简化设计过程并提供更准确的结果。首先给出了模型;它可以重现最常见的热泵行为-如除霜和潜在冷却。然后,提供了一种依靠实验数据来补充(通常不完整)制造商性能图的方法。最后,通过一个突出具体特征和行为的案例研究来举例说明模型的使用。
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引用次数: 1
COVID-19 dispersion in naturally-ventilated classrooms: a study on inlet-outlet characteristics 自然通风教室中COVID-19扩散:入口-出口特征研究
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-03 DOI: 10.1080/19401493.2022.2063946
Günsu Merin Abbas, Ipek Gursel Dino
Infectious aerosol dispersion poses significant infection risks (i.e., COVID-19) in classrooms due to dense and long occupancy. Natural ventilation is an effective strategy to reduce airborne infection transmission. The building-related parameters, particularly openings, determine the natural ventilation effectiveness in reducing contaminant dispersion, necessitating an inquiry due to complex dispersion and airflow patterns. This paper investigates the correlation between window height, natural ventilation, and COVID-19 dispersion. A simulation pipeline involving a parametric 3D design environment, computational fluid dynamics (CFD), and energy simulations is developed and implemented on nine design scenarios representing different inlet-outlet heights of a free-running (no heating, cooling or mechanical ventilation) classroom. The inlet height and the inlet-outlet height difference have a considerable impact on indoor infection risk confirming that stack ventilation and the Bernoulli effect decrease indoor contaminant concentration. Proximity to openings does not ensure lower contamination levels. Proximity to the contaminant does not result in higher contamination levels.
由于教室密集和长时间的占用,传染性气溶胶扩散会造成重大感染风险(即COVID-19)。自然通风是减少空气传播感染的有效策略。与建筑相关的参数,特别是开口,决定了自然通风在减少污染物扩散方面的有效性,由于复杂的扩散和气流模式,需要进行调查。本文研究了窗户高度、自然通风与COVID-19扩散之间的相关性。模拟管道包括参数化三维设计环境、计算流体动力学(CFD)和能量模拟,并在代表自由运行(无供暖、制冷或机械通风)教室的不同进出口高度的九个设计场景中实现。进风口高度和进风口高度差对室内感染风险有较大影响,证实了烟囱通风和伯努利效应降低了室内污染物浓度。靠近开口不能保证较低的污染水平。接近污染物不会导致更高的污染水平。
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引用次数: 4
A filtering-based methodology for assessing evacuation performance in layout of complex infrastructures 基于过滤的复杂基础设施布局疏散性能评估方法
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-03 DOI: 10.1080/19401493.2022.2038671
Atefeh Omidkhah Kharashtomi, M. Bemanian, M. Hafezi
Evacuation is a performance matter in buildings design, and this study provides a framework for assessing the performance of complex architectural layouts for emergency egress. First, a theoretical framework is inspired by advanced estimation methods and extended to a performance model with spatial and computational sub-models. The spatial sub-model abstracts the floorplan as a geometric network. The computational sub-model is consisted of: filtering parameters, routing algorithm, and bottleneck importance calculation. A criterion called ‘Bottleneck Importance (BI)’ is introduced and formulated, which shows the effect of obstruction in each position in route on the evacuation performance of the floor. The model is applied in a case study, and outputs made it possible to analyse the performance of exits in-floor evacuation, frequent positions in the evacuation route, the topological relationship with performance, especially at intersections, and the effect of blocking in egress corridors and cause of obstructions.
疏散是建筑设计中的一个性能问题,本研究为评估复杂建筑布局的紧急出口性能提供了一个框架。首先,借鉴先进的估计方法,将理论框架扩展为具有空间和计算子模型的性能模型。空间子模型将平面抽象为几何网络。计算子模型包括:过滤参数、路由算法和瓶颈重要性计算。引入并制定了一个称为“瓶颈重要性(BI)”的标准,该标准显示了路线中每个位置的障碍物对楼层疏散性能的影响。该模型应用于一个案例研究,其输出可以分析楼层疏散出口的性能,疏散路线中频繁位置,与性能的拓扑关系,特别是在十字路口,以及出口走廊阻塞的影响和阻塞的原因。
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引用次数: 1
Dynamic thermal performance of district heating network under typical safety accidents 典型安全事故下区域供热网络动态热性能分析
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-03 DOI: 10.1080/19401493.2022.2078407
Yong Qiu, Guojun Li, Linyang Wei, Tai Zhang
The key to guarantee district heating (DH) network work normally is to improve its safety performance which requires us to know the feedback of DH network in time when an accident occurs. Therefore, a dynamic mathematical model of coupled thermo-hydraulic for anticipating the dynamics in DH systems is established in this work. The dynamic temperature of the DH network and time delay of the coupled thermohydraulic transmission are investigated when the accident (insulation layer falling off or water supply temperature sudden change) occurs. The effects of two accidents on the DH network are analyzed thoroughly. The results show that the proposed model is suitable for the numerical simulation of specific conditions of the DH network. This is helpful to obtain the data information of the DH network under accident conditions and promote the stable operation of DH network. This method can be combined with other techniques to further improve the performance.
提高区域供热网络的安全性能是保证区域供热网络正常运行的关键,这就要求我们在事故发生时及时了解区域供热网络的反馈情况。因此,本文建立了一个热-液耦合的动态数学模型,用于预测DH系统的动力学。研究了发生保温层脱落或供水温度突变等事故时DH网的动态温度和热液耦合传输的时滞。深入分析了两起事故对DH网络的影响。结果表明,该模型适用于DH网络特定条件下的数值模拟。这有助于获取事故条件下DH网络的数据信息,促进DH网络的稳定运行。该方法可以与其他技术相结合,进一步提高性能。
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引用次数: 0
Documenting occupant models for building performance simulation: a state-of-the-art 记录建筑性能模拟的居住者模型:最先进的技术
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-03 DOI: 10.1080/19401493.2022.2061050
M. Vellei, Elie Azar, Karol Bandurski, C. Berger, S. Carlucci, Bing Dong, Matteo Favero, A. Mahdavi, M. Schweiker
The number of occupancy and occupant behaviour models developed for building performance simulation (BPS) has steadily increased for the past four decades. However, their use is still limited in practice. This is partly due to the difficulty in understanding their utility and to the challenges related to their implementation into BPS. Both problems can be attributed to the lack of a framework for their description and communication. In this paper, we fill this gap by introducing a framework to document occupant models, that represents the state-of-the-art of available information on the topic. The framework consists of four blocks (description, development, evaluation, and implementation) and can also be regarded as a guideline to help researchers communicate their models transparently. Based on a systematic review, we verify to which degree existing academic papers on occupant models meet the framework, thus providing a self-critical assessment of the state-of-the-art of occupant models’ documentation.
在过去的四十年里,为建筑性能模拟(BPS)开发的占用和占用行为模型的数量稳步增加。然而,它们在实践中的应用仍然有限。这在一定程度上是由于难以理解它们的效用,以及在BPS中实施它们所面临的挑战。这两个问题都可以归因于缺乏描述和交流的框架。在本文中,我们通过引入一个框架来记录乘员模型来填补这一空白,该框架代表了关于该主题的最新可用信息。该框架由四个模块(描述、开发、评估和实现)组成,也可以被视为帮助研究人员透明地交流他们的模型的指南。在系统回顾的基础上,我们验证了现有的关于乘员模型的学术论文在多大程度上符合框架,从而对乘员模型的最新文献进行了自我批判评估。
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引用次数: 3
Improving the accuracy of circadian lighting simulation with field measurement 通过现场测量提高昼夜照明模拟的准确性
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-03 DOI: 10.1080/19401493.2022.2071466
Siqi He, Yonghong Yan, H. Cai
For improving the simulation accuracy of circadian lighting, a workflow was established to first calibrate the simulation model under electric lighting followed by validation with integrated daylighting and electric lighting. A case study was conducted in a daylit office, with the evident impact of varying lighting parameters (light level, intensity, SPD, reflectance) on the simulation accuracy. In the fully calibrated model, the simulated and field-measured SPDs are highly correlated (rSPD ≥ 0.9), providing the acceptable accuracy of the simulated melanopic/photopic(M/P) ratio with the error rate (MBErel) less than 4% and residual deviation (RMSErel) within 7%. The MBErel and RMSErel of corneal illuminance (EV), EML, and CS are within 10% and 20%, respectively. The ratio of data points with the residual rate (e) less than 20% is over 75% in the calibration and validation phases. Conclusively, the proposed procedure could help prepare for further analysis of circadian light exposure.
为了提高昼夜节律照明的仿真精度,建立了一个工作流程,首先在电力照明下对仿真模型进行校准,然后在综合采光和电力照明下进行验证。在完全校准模型中,模拟与实测spd高度相关(rSPD≥0.9),模拟的暗/光(M/P)比具有可接受的精度,错误率(MBErel)小于4%,残差(RMSErel)在7%以内。角膜照度(EV)、EML和CS的MBErel和RMSErel分别在10%和20%以内。在校准和验证阶段,残留率(e)小于20%的数据点比例超过75%。最后,所提出的程序可以帮助进一步分析昼夜光照。
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引用次数: 2
Surrogate optimization of energy retrofits in domestic building stocks using household carbon valuations 利用家庭碳价值对国内建筑存量能源改造进行替代优化
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-02 DOI: 10.1080/19401493.2022.2106309
James Hey, Peer-Olaf Siebers, P. Nathanail, Ender Ozcan, D. Robinson
Modelling energy retrofit adoption in domestic urban building stocks is vital for policymakers aiming to reduce emissions. The use of surrogate models to evaluate building performance combined with optimization procedures can optimize small building stocks but are insufficient at the urban scale. Recent methods train neural networks using samples of near-optimal solutions further decreasing the computational cost of optimization. However, these models do not make definitive predictions of decision makers with given environmental preferences. To rectify this, we extend the method by assigning a carbon valuation to households to derive their optimal retrofit solutions. By including the carbon valuation when training the predictive model, we can analyze the impact of households' changing attitudes to emissions. To demonstrate this method we construct an agent-based model of Nottingham, finding that simulated government campaigns to boost environmentalism improve both the number of retrofits performed and the mean emissions reduction of each installation.
对国内城市建筑存量的能源改造采用建模对于旨在减少排放的政策制定者至关重要。使用替代模型来评估建筑性能并结合优化程序可以优化小型建筑存量,但在城市规模上是不够的。最近的方法使用接近最优解的样本来训练神经网络,进一步降低了优化的计算成本。然而,这些模型并不能对具有特定环境偏好的决策者做出明确的预测。为了纠正这一点,我们扩展了该方法,为家庭分配碳估值,以获得最佳的改造解决方案。通过在训练预测模型时纳入碳价值,我们可以分析家庭对排放态度变化的影响。为了证明这种方法,我们构建了一个基于主体的诺丁汉模型,发现模拟的政府运动促进了环境保护,提高了进行改造的数量和每个装置的平均排放量减少。
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引用次数: 2
A novel integrated method of fsQCA and digital design for sustainability monitoring and assessment in building energy management systems: a case study 建筑能源管理系统中可持续性监测与评估的fsQCA与数字设计的新型集成方法:案例研究
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-02 DOI: 10.1080/19401493.2022.2112758
Abdolvahhab Fetanat, Mohsen Tayebi, G. Shafipour, Mehran Moteraghi
The present study provides potentially interesting for researchers in the novel integrated method of the fuzzy set qualitative comparative analysis (fsQCA) and digital design methodology to apply in the field of energy and sustainability of socio-technical systems (STSs) used in the building energy management (BEM). The research sample is the air-conditioning system (ACS). The social and technical aspects of ACS are satisfaction and energy consumption. Ten sustainability criteria are applied to assess and monitor the fields of energy consumption and satisfaction with the aim of achieving sustainable consumption in the use of ACSs for BEM. This action can be carried out by nesting a circuit in a microprocessor and microcontroller for use in a building energy management system (BEMS). According to, the circuit obtained from the assessment of the study can be practically implemented and assembled in a BEMS as online. This work can define a sustainability-based BEMS.
本研究为研究人员提供了潜在的兴趣,将模糊集定性比较分析(fsQCA)和数字设计方法的新颖集成方法应用于建筑能源管理(BEM)中使用的社会技术系统(STSs)的能源和可持续性领域。研究样本为空调系统(ACS)。ACS的社会和技术方面是满意度和能耗。采用了十项可持续发展准则,以评估和监测能源消耗和满意度方面的情况,以实现可持续消费的目标。该动作可通过在用于建筑能源管理系统(BEMS)的微处理器和微控制器中嵌套电路来实现。研究结果表明,该电路可在实际应用中实现,并可在BEMS中在线组装。这项工作可以定义一个基于可持续性的BEMS。
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引用次数: 1
Data-driven numerical models for the prediction of the thermal resistance value of the Enclosed Airspaces (EAs) in building envelopes 建筑围护结构封闭空间热阻数值预测的数据驱动数值模型
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-02 DOI: 10.1080/19401493.2022.2110287
Arash Pourghorban
ABSTRACT Enclosed airspaces (EAs) are a common component of different energy efficient technologies in building envelopes which have intrinsic adaptive behavior under various climatic conditions. The need for comprehensive accurate numerical models without restrictions for different applications still exists. Thus, for the first time, machine learning and regression-based techniques (Ordinary least squares Linear Regression (OLR), Support Vector Regression (SVR), Kernel Ridge Regression (KRR), k-Nearest Neighbors (kNN), r-Nearest Neighbors (rNN), and Artificial Neural Network (ANN)) were applied to develop precise models derived from the most credible experimental data with stochastic logic of testing and training in several runs. It was found that application of KRR, SVR, and ANN leads to the most desirable outcomes with highest R2 (0.97–0.99), and lowest errors, however OLR does not provide satisfactory results (R2 <0.6). Moreover, major deviations are observed for calculations by OLR, kNN, and rNN in horizontal EAs (thicknesses = 40mm) with downward heat flow direction.
封闭空气空间(EAs)是建筑围护结构中不同节能技术的共同组成部分,在各种气候条件下具有内在的适应性行为。针对不同的应用,仍然需要不加限制的全面准确的数值模型。因此,第一次,机器学习和基于回归的技术(普通最小二乘线性回归(OLR),支持向量回归(SVR),核脊回归(KRR), k-近邻(kNN), r-近邻(rNN)和人工神经网络(ANN))被应用于开发精确的模型,这些模型来自最可信的实验数据,具有几次运行的随机测试和训练逻辑。结果发现,KRR、SVR和ANN的应用获得了最理想的结果,R2最高(0.97-0.99),误差最低,而OLR不能提供令人满意的结果(R2 <0.6)。此外,OLR、kNN和rNN计算结果在热流方向向下的水平ea(厚度= 40mm)中偏差较大。
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引用次数: 0
A numerical study of cool and green roof strategies on indoor energy saving and outdoor cooling impact at pedestrian level in a hot arid climate 在炎热干旱气候下,凉爽屋顶和绿色屋顶策略对室内节能和室外降温影响的数值研究
IF 2.5 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2022-09-02 DOI: 10.1080/19401493.2022.2110944
M. Elnabawi, E. Saber
Green and cool roofs retrofit technologies, aim to mitigate the urban heat island effect and cooling energy demands from buildings. This study reports on parametric energy modelling of energy saving loads and indoor air temperature, as well as microclimate modelling of outdoor air temperature. The work adds new knowledge by evaluating roof retrofit technologies at the building and neighbourhood scale, and the results should guide strategic decisions for building envelope retrofitting. The simulations respectively predicted a 10% and 7.5% reduction in the cooling load for cool and green roofs versus a conventional roof. In summer, the indoor air temperature was similar for these roofs, but in winter the cool roof's indoor air temperature was 0.5°C lower than the green. In the microclimate simulation, average roof surface temperatures were 31.5°C (cool) and 31.3°C (green), versus 40.2°C (conventional); the air temperature difference was −0.8°C (cool) and −0.6°C (green) against the conventional roof.
绿色和凉爽的屋顶改造技术,旨在减轻城市热岛效应和冷却能源需求的建筑物。本研究报告了节能负荷和室内空气温度的参数化能量模型,以及室外空气温度的微气候模型。这项工作通过在建筑和社区尺度上评估屋顶改造技术增加了新的知识,结果应该指导建筑围护结构改造的战略决策。模拟分别预测,与传统屋顶相比,凉爽屋顶和绿色屋顶的冷负荷分别减少了10%和7.5%。在夏季,这些屋顶的室内空气温度相似,但在冬季,凉爽屋顶的室内空气温度比绿色低0.5℃。在小气候模拟中,平均屋顶表面温度为31.5°C(冷)和31.3°C(绿色),而传统的为40.2°C;与传统屋顶相比,空气温差为−0.8°C(冷)和−0.6°C(绿)。
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引用次数: 8
期刊
Journal of Building Performance Simulation
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