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Analysis of Energy Saving Effect of Residential BESS Connected to Roof-top PV in a Multi-family House 多户住宅BESS与屋顶光伏并网节能效果分析
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.115
Ji-Young Eum, Yongki Kim
The discussion about carbon neutrality has recently spread worldwide in response to the climate crisis. In Korea, the concept of zero-energy buildings is one of the means to reduce carbon emissions in the construction sector. Photovoltaic (PV) power systems are the most commonly installed renewable energy systems in residential buildings. However, the installed PV capacity in apartment houses is limited because of difficulty in securing PV installation area and inability to process the surplus PV power. Battery energy storage systems (BESSs) are emerging as a means for the storage and reuse of surplus PV power. In this study, the energy-saving effect of a residential BESS connected to a rooftop PV system was analyzed for eight households in a multi-family house. The data of the main load power (grid supply) and PV+BESS power from households collected from August to October 2021 were analyzed. During the operation of the BESS, the surplus PV power was stored in the battery, and the PV+BESS power was continuously supplied to the load by discharging the battery regardless of the PV power time. Based on the average representative data for 6 days, the power saving rate was approximately 26.0% for the rooftop PV system and approximately 41.8% for the BESS.
最近,为了应对气候危机,关于碳中和的讨论在全球范围内蔓延开来。在韩国,零能耗建筑概念是减少建筑行业碳排放的手段之一。光伏发电系统是住宅建筑中最常用的可再生能源系统。然而,由于难以确保光伏安装面积和无法处理剩余的光伏电力,公寓的光伏装机容量受到限制。电池储能系统(bess)作为一种存储和再利用剩余光伏电力的手段正在兴起。在本研究中,对一个多户住宅中的8户家庭进行了住宅BESS与屋顶光伏系统连接的节能效果分析。分析了2021年8月至10月收集的家庭主负荷电力(电网供电)和光伏+BESS电力数据。在BESS运行过程中,剩余的光伏电量储存在蓄电池中,不管光伏电量的时间长短,通过蓄电池放电的方式,光伏+BESS电量持续向负载供电。根据6天的平均代表性数据,屋顶光伏系统节电率约为26.0%,BESS节电率约为41.8%。
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引用次数: 1
Optimal Operation of Energy Storage Devices based on Artificial Intelligence 基于人工智能的储能设备优化运行
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.155
Ji-Hyoun Lee, Woo-Hyun Kim, Tae-young Kang, Tae-Jun Park
Energy storage system (ESS) is a power storage device to increase power utilization efficiency by storing generated electricity and supplying power, when needed. As the number of ESS explosion accidents has been rapidly increasing over the past two to three years, a failure diagnosis study on ESS fire safety should be preceded for its continuous use. When the ESS is operated at high temperature for a long time, aging is caused owing to deterioration, and hence, stable operation is required. Among the recent 28 fires, 15 of them occurred during charging and resting. Because rapid temperature and humidity changes occur during charging and discharging, it is important to predict the trend of change. This study predicts ESS operation patterns through an artificial intelligence-based prediction algorithm, and also diagnoses ESS failures through a supervised learning-based confusion matrix. When a failure pattern is found in the ESS, a method to reduce damage through air conditioner control is studied.
储能系统(Energy storage system, ESS)是一种电能存储设备,通过存储产生的电能,并在需要时供电,提高电能利用效率。近2 ~ 3年来,随着ESS爆炸事故的急剧增加,为了ESS的持续使用,必须对其进行故障诊断研究。ESS在高温下长时间工作,会因劣化而老化,需要稳定运行。在最近的28起火灾中,有15起发生在充电和休息时。由于在充放电过程中温度和湿度会发生快速变化,因此预测变化趋势非常重要。本研究通过基于人工智能的预测算法预测ESS运行模式,并通过基于监督学习的混淆矩阵诊断ESS故障。当系统出现故障时,研究了通过空调控制来降低系统损坏的方法。
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引用次数: 0
Experimental Analysis on Annual Power Generations of Louver-integrated Bi-facial Photovoltaic Modules for Architectural Applications 建筑用百叶集成双面光伏组件年发电量实验分析
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.047
Kyung-joo Cho, Dong-woo Cho
Solar power systems are the most commonly used renewable energy systems for energy self-sufficiency in buildings. In particular, bifacial photovoltaic modules for solar power generation have been researched for their optimal application, as they can generate electricity from two sides using only a single frame. In addition, because the price of a bifacial photovoltaic module is approximately 20% higher than that of a single-sided module, installing bifacial photovoltaic modules in suitable locations on buildings can be economical. To date, most studies have primarily focused on how to increase the amount of power generation from rear cells by arranging materials with high reflectivity on the floors of buildings. In point of fact, when bifacial photovoltaic modules are arranged in an east-west orientation, the maximum amount of power can be obtained in the mornings and afternoons. However, when these modules are installed in buildings in this orientation, a shadow is produced on the building surface according to the trajectory of the sun. In addition, when photovoltaic modules are used in the building envelope, the amount of power generation is often reduced because of this shadow. Nevertheless, even when considering this reduction in power generation, if the total power generation is higher than when photovoltaic modules are installed only vertically, the self-sufficiency rates of buildings can be improved. In this study, the shadow of a bifacial photovoltaic module was simulated using vertical photovoltaic modules to consider the possibilities of architectural application of bifacial photovoltaic modules.
太阳能发电系统是建筑物能源自给最常用的可再生能源系统。特别是,用于太阳能发电的双面光伏组件已经研究了其最佳应用,因为它们只使用一个框架就可以从两面发电。此外,由于双面光伏组件的价格比单面光伏组件高出约20%,因此在建筑物上合适的位置安装双面光伏组件是经济的。迄今为止,大多数研究主要集中在如何通过在建筑物地板上布置高反射率材料来增加后方电池的发电量。事实上,当双面光伏组件以东西方向布置时,可以在上午和下午获得最大的电量。然而,当这些模块以这个方向安装在建筑物中时,会根据太阳的轨迹在建筑物表面产生阴影。此外,在建筑围护结构中使用光伏组件时,往往会因为这种阴影而减少发电量。然而,即使考虑到发电量的减少,如果总发电量高于仅垂直安装光伏组件时,则可以提高建筑物的自给率。本研究采用垂直光伏组件模拟双面光伏组件的阴影,以考虑双面光伏组件在建筑上应用的可能性。
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引用次数: 0
A Study on Requirements for Building Application Test of Photovoltaic Technology 光伏技术建筑应用试验要求研究
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.141
Yu-jin Lee, HunSeung Noh, D. Shin
Because photovoltaic technology applied to the building is intended for long-term use, it is important to undergoes sufficient test before installation. In general, testing of photovoltaic technology is mainly performed on the components of the system. However, because each component is combined with the building’s applied solar technology, various tests are required in its combined state with the building. Therefore, in this study, the current status of photovoltaic technology, procedures, and related facilities were investigated to derive the requirements of the building application test for photovoltaic technology. Based on the results of the investigation, test requirements were derived, such as content to be considered when testing building-applied photovoltaic technology and facility requirements for testing and certification.
由于光伏技术应用于建筑是为了长期使用,所以在安装之前进行充分的测试是很重要的。一般来说,光伏技术的测试主要是在系统的组件上进行的。然而,由于每个组件都与建筑物的应用太阳能技术相结合,因此需要在其与建筑物的结合状态下进行各种测试。因此,本研究通过对光伏技术的现状、程序和相关设施进行调查,得出光伏技术在建筑应用试验中的要求。根据调查结果,得出了测试要求,例如测试应用于建筑物的光伏技术时要考虑的内容以及测试和认证的设施要求。
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引用次数: 0
Deep Learning Based Active Power Disaggregation of Appliances for Personalized Energy Feedback System 基于深度学习的个性化能量反馈系统电器有功功率分解
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.103
Imgyu Kim, Hyuncheol Kim, S. Shin
Energy consumption feedback with an appliance-level feedback system can reduce consumption by a maximum of 12%. In this study, we proposed a data acquisition and training framework for configuring deep learning based on Non-Intrusive Load Monitoring (NILM) for a personalized and appliance-level energy consumption feedback system. To construct a training dataset, an aggregation of active power data from four types of home appliances (refrigerator, induction, TV, washing machine) was performed for approximately three weeks. LSTNet was applied to extract and recognize the features of active power data and the state of each home appliance. With an accuracy metric of more than 90% of the disaggregation result, the applicability of the appliance-level active power feedback system was verified.
采用家电级反馈系统的能耗反馈最多可降低12%的能耗。在这项研究中,我们提出了一个数据采集和训练框架,用于配置基于非侵入式负载监测(NILM)的深度学习,用于个性化和家电级能耗反馈系统。为了构建训练数据集,对四种家用电器(冰箱、感应、电视、洗衣机)的有功功率数据进行了大约三周的汇总。利用LSTNet对各家电的有功功率数据和状态特征进行提取和识别。通过对分解结果的准确率达到90%以上,验证了该装置有功反馈系统的适用性。
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引用次数: 0
Effects of Flush-out Air Temperature on Reducing Indoor Air Pollutants in Newly Built Residential Buildings 排风温度对降低新建住宅室内空气污染物的影响
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.077
Seung-Rim Lee, SugnWon Cho, Ji-Ho Yoo, G. Cho
In this study, the effect of flush-out temperature on indoor pollutant reduction was studied in a thermal environment chamber, whose design resembles that of a residential building. The results of this study and those of previous studies were compared. The measurement was carried out at 11°C and 16°C following a 6-day flush-out at. Consequently, the pollutants decreased by compared to 56% ~ 78% in previous studies. The flush-out had a reduction effect on the pollutants even at low temperatures. When compared with field measurement results, the effect of the pollutants reduced by flush-out temperature was different; however, it was confirmed that the flush-out has some effect of reducing pollutants even at low temperatures. By comparing the current results with those of field and chamber experiments conducted in previous studies with a t-test, the p-value was 0.05 or higher, indicating that the number of temperature-induced ventilations in the entire dataset was not a significant factor in the pollutant reduction effect. Therefore, based on the t-test analysis results of pollutant reduction effect by temperature, it was confirmed that the higher the temperature, the greater the pollutant reduction effect, 13% to 80%. The difference in the reduction effect by temperature varied for each pollutant.
在本研究中,研究了冲出温度对室内污染物减少的影响,其设计类似于住宅建筑的热环境室。将本研究结果与以往的研究结果进行比较。测量在11°C和16°C下进行,在。结果表明,与以往的研究结果相比,污染物减少了56% ~ 78%。即使在低温条件下,冲出也有减少污染物的作用。与现场实测结果比较,出水温度对污染物的减少效果不同;然而,经证实,即使在低温下,冲洗也有一定的减少污染物的效果。将本研究结果与前人野外和室内实验结果进行t检验比较,p值大于等于0.05,表明整个数据集中温度诱导通风次数不是影响污染物减排效果的显著因素。因此,根据温度对污染物减排效果的t检验分析结果,确认温度越高,污染物减排效果越大,为13% ~ 80%。温度对不同污染物的减排效果不同。
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引用次数: 0
Key Regulatory Impact Analysis on Onshore Wind Power based on Sensitivity Analysis 基于敏感性分析的陆上风电关键监管影响分析
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.013
Su-Jin Hwang, Jin-Young Kim, Hyun-Goo Kim
In order to realize carbon neutrality, Korean Government is promoting the development of renewable energy with a focus on solar power and wind power. However, the development of wind power is delayed compared to that of solar power for which the achievements have exceeded the targets. When it comes to onshore wind power, development has been delayed due to siting problems. In this study, in order to derive key regulations affecting the siting of onshore wind power, sensitivity analysis was conducted for 58 siting factors. The database consisted of 33 environmental and forest regulations from onshore wind energy siting atlas, roads, railways, buildings, tidal flats, civilian control zones, special-purpose areas, special purpose districts, development restriction zones and cultural heritage protection zones. By dividing the results by administrative districts, key regulations for onshore wind power in each region was derived.
为了实现碳中和,韩国政府正在推动以太阳能和风能为重点的可再生能源的发展。然而,与太阳能相比,风能的发展滞后,太阳能的发展已经超过了目标。在陆上风力发电方面,由于选址问题,开发一直被推迟。在本研究中,为了得出影响陆上风电选址的关键规律,对58个选址因素进行敏感性分析。该数据库包括来自陆上风能选址地图集、道路、铁路、建筑物、滩涂、民用控制区、特殊用途区、特殊用途区、发展限制区和文化遗产保护区的33项环境和森林法规。通过将结果按行政区域划分,得出各区域陆上风电的关键法规。
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引用次数: 0
Investigation on Electric Energy Consumption Patterns of Residential Buildings in Four Cities through the Data Mining 基于数据挖掘的四城市住宅用电模式研究
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.127
mun Gu Seo, Hyomun Lee, Jongho Yoon, Dongsu Kim
The government and private sectors in Korea have actively conducted the studies associated with high energy-efficient buildings to enable the zero-energy building (ZEB) targets. Establishing a reference baseline condition is essential to achieve the targets effectively. This study explores electrical energy consumption of residential building types under the city-level condition to identify baseline energy patterns and set up the benchmark dataset. An open-source dataset is used, which is provided by the public housing management information system (i.e., the K-apt website) of the government management office. For this study, five (5) years of electricity usage are reflected for the data-mining process (e.g., removing noise data) and its statistical analysis. This study considers four representative cities for the energy benchmarking analysis, including Seoul, Busan, Gwangju, and Daejeon. Results indicated that the energy distribution patterns of the residential buildings were varied according to the regions, analysis years, and other combined effects such as the range of dataset in the processing. This study concludes that the benchmark dataset will be useful and informative to determine the relative system capacity potential under monthly and yearly trends in the representative locations in Korea.
韩国政府和民间为了实现零能耗建筑(ZEB)目标,积极开展了与高能效建筑相关的研究。建立参考基线条件对于有效实现目标至关重要。本研究对城市条件下住宅建筑类型的电能消耗进行了研究,确定了基准能源模式,并建立了基准数据集。使用的数据集是开源的,由政府管理办公室的公共房屋管理信息系统(即K-apt网站)提供。在本研究中,五(5)年的用电量反映在数据挖掘过程(例如,去除噪声数据)及其统计分析中。本次研究以首尔、釜山、光州、大田等4个代表性城市为对象进行了能源基准分析。结果表明,住宅建筑能耗分布格局因区域、分析年份以及处理过程中数据集范围等综合影响而存在差异。本研究的结论是,基准数据集对于确定韩国代表性地区的月度和年度趋势下的相对系统容量潜力将是有用和有益的。
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引用次数: 1
Heat Transfer Performance and Pressure Drop Analysis According to Shape Conditions of Turbulent Promoters and Flow Conditions in Air-Type PV/T Collectors 气流型PV/T集热器紊流促进器形状及流动条件下的换热性能及压降分析
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.087
Seong-Geun Kim, Junyeop Kim, Byunghwa An, Youngbok Kim, C. Son, J. Yoon, Kwang-Bae Choi
Air-type photovoltaic and thermal (PV/T) has a lower thermal capacity than liquid-type one; therefore, studies are being conducted turbulence promoters to improve heat transfer in a duct. This study aims to evaluate heat transfer performance and pressure drop while changing the increasing and decreasing ratio of turbulence promoters by using computational fluid dynamics (CFD). The increasing and decreasing ratio is a concept focused on increasing the height of turbulence promoters n times from the first row to the last row to generate high air temperatures at the outlet side. As a result, the difference in heat transfer performance according to the increasing and decreasing ratio was minimal; however, it was confirmed that the pressure drop increased in the order of 1.3, 1.2, and 1.1, because the increased resistance to air flow due to increased installation height of the turbulent promoters. Accordingly, it was found that the thermohydraulic performance parameter (THPP) increased in the order of 1.1, 1.2, and 1.3. Because of the changes for various shape conditions were not taken into account, additional consideration is required to select suitable conditions.
空气型光伏热(PV/T)热容量低于液体型光伏热;因此,研究人员正在进行湍流促进剂来改善管道内的传热。本研究旨在利用计算流体力学(CFD)来评估在改变湍流促进剂增减比的情况下的传热性能和压降。增减比的概念侧重于从第一排到最后一排将湍流促进器的高度增加n倍,从而在出口侧产生较高的空气温度。结果表明,增减比对换热性能的影响最小;但经证实,压降按1.3、1.2、1.1的顺序增大,这是由于紊流促进器安装高度的增加导致气流阻力增大所致。由此可知,热液性能参数(THPP)依次为1.1、1.2、1.3增大。由于没有考虑到各种形状条件的变化,因此需要额外考虑选择合适的条件。
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引用次数: 0
Structural Analysis for Physical Separation of End-of-life Photovoltaic Module 报废光伏组件物理分离的结构分析
Pub Date : 2022-02-28 DOI: 10.7836/kses.2022.42.1.001
K. Seo, Jun-Kyu Lee, Y. Ahn, Gi-Hwan Kang, H. Chang, Jinseok Lee
In this study, the optimized process conditions of a scraper, which is a device used to separate glass from a solar module, are presented for structural analysis, and the actual module separation is confirmed experimentally. Because a strong load is concentrated on the scraper blade, it is necessary to derive the optimal process conditions for effective module separation while minimizing the damage to the blade. Structural analysis was performed using a finite element model (FEM) to evaluate the stress, reaction force, and strain applied to the blade recycling the waste solar modules. The optimal process conditions were determined from the structural analysis according to the angle and surface temperature of the blade. Module separation experiments were conducted by applying the elicited process conditions, and the results showed smooth module separation that enabled the recovery of high-purity tempered glass.
本研究对太阳能组件玻璃分离装置刮板的工艺条件进行了优化,并对其进行了结构分析,并对实际的组件分离进行了实验验证。由于强大的负荷集中在刮刀叶片上,因此有必要推导出有效分离模块的最佳工艺条件,同时最大限度地减少对叶片的损坏。利用有限元模型(FEM)进行了结构分析,以评估施加在废太阳能组件叶片回收中的应力、反作用力和应变。根据叶片的角度和表面温度,通过结构分析确定了最佳工艺条件。应用所得工艺条件进行了模组分离实验,结果表明模组分离平稳,可回收高纯钢化玻璃。
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引用次数: 1
期刊
Journal of the Korean Solar Energy Society
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