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基于等效热模型的供冷建筑RLS-KF室温预测方法 被引量:3
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作者 闫军威 石凯 周璇 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2018年第10期42-49,共8页
针对当前大型供冷建筑室温预测方法精度不高,难以满足空调系统节能优化控制的问题,提出基于等效热模型的递推最小二乘辨识-卡尔曼滤波(RLS-KF)室温预测方法.为了描述建筑的非稳态热工特性,通过等效电路法建立三阶的建筑热模型,选择空调... 针对当前大型供冷建筑室温预测方法精度不高,难以满足空调系统节能优化控制的问题,提出基于等效热模型的递推最小二乘辨识-卡尔曼滤波(RLS-KF)室温预测方法.为了描述建筑的非稳态热工特性,通过等效电路法建立三阶的建筑热模型,选择空调冷负荷、室外温度和太阳辐射强度作为预测模型输入变量,并利用RLS算法在线辨识模型参数,同时针对单一RLS算法预测精度不高的问题,构造伪测量值,将KF算法应用于室温预测问题以提高预测精度.以广东某办公建筑供冷条件下室温为研究对象对文中方法进行验证,预测结果表明,RLS-KF算法较单一的RLS算法的预测精度和稳定性大幅提高,短期室温预测性能更为优越. 展开更多
关键词 建筑热模型 递推最小二乘辨识 卡尔曼滤波 伪测量值 室温预测
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空调房间温湿度耦合模型 被引量:2
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作者 秦镜洪 张吉礼 《建筑热能通风空调》 2017年第11期14-18,共5页
本文提出了基于RC网络建立的单个空调房间负荷模型。动态模型建立在建筑围护结构,室内空气温度和室内空气湿度之间的耦合关系的基础上。建立了房间模型的动态耦合方程,并将单房间模型扩展到包括整个建筑物的多区域模型,获得了整个建筑... 本文提出了基于RC网络建立的单个空调房间负荷模型。动态模型建立在建筑围护结构,室内空气温度和室内空气湿度之间的耦合关系的基础上。建立了房间模型的动态耦合方程,并将单房间模型扩展到包括整个建筑物的多区域模型,获得了整个建筑系统的温湿度耦合方程。基于单房间动态模型进行模拟得到结果。模拟结果表明了室内空气温度和湿度的动态变化行为,该模型很好地预测了不同时间的空气温度和湿度的动态响应。 展开更多
关键词 RC模型 建筑模型 模拟 温度 湿度
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中央空调负荷精细化调控双层优化技术研究 被引量:1
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作者 陆旦宏 李思琦 +3 位作者 杨婷 王玉莹 查云龙 倪敏珏 《电力需求侧管理》 2024年第1期23-30,共8页
针对当前中央空调系统粗放式调节不能准确释放调控潜力的问题,深入分析中央空调各子系统工作原理与调控方式,提出基于双层优化的中央空调负荷精细化调控技术方案。首先,面向实际工程实践需求建立建筑湿热标度模型;然后,建立以舒适度和... 针对当前中央空调系统粗放式调节不能准确释放调控潜力的问题,深入分析中央空调各子系统工作原理与调控方式,提出基于双层优化的中央空调负荷精细化调控技术方案。首先,面向实际工程实践需求建立建筑湿热标度模型;然后,建立以舒适度和经济性优化目标函数为主的上层调控模型,采用Shapley值法对温湿设定值的进行分配;接着,建立以各子系统优化组合能耗最低为优化目标函数的下层调控模型,采用蚁群算法对优化目标函数进行求解;之后,通过求解双层模型,制定包括末端风机、冷冻水泵以及冷水机组等组件的精细化调控策略;最后,通过多个算例验证所提中央空调负荷精细化调控技术方案的正确性与有效性。 展开更多
关键词 中央空调负荷 双层优化 精细化调控 建筑湿标度模型 蚁群算法 SHAPLEY值法
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Effects of personal heating on thermal comfort:A review 被引量:1
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作者 TIAN Xiao-yu LIU Wei-wei +2 位作者 LIU Jia-wei YU Bo ZHANG Jian 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第7期2279-2300,共22页
Personal conditioning system(PCS)is receiving considerable attention due to its energy-saving potential and the ability to satisfy individual comfort requirements.As a part of PCS,personal heating systems can maintain... Personal conditioning system(PCS)is receiving considerable attention due to its energy-saving potential and the ability to satisfy individual comfort requirements.As a part of PCS,personal heating systems can maintain human thermal comfort in cold environments,which leads to their potential role of important heating mode in cold winter,especially in the Hot Summer and Cold Winter regions of China.In order to better promote the development and application of personal heating systems,this paper reviews the published studies.Personal heating systems can be divided into four types based on the mode of heat transfer:conductive,convective,radiative and combinative type.Characteristics of each category and respective devices are introduced.Furthermore,identifying the effects of personal heating on thermal comfort and the models for predicting or evaluating thermal comfort during local heating.This paper would provide users with a guideline for choosing suitable heating equipment during winter. 展开更多
关键词 personal conditioning system personal heating thermal comfort evaluation models built environment
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Enhanced modeling of latent heat flux from urban surfaces in the Noah/single-layer urban canopy coupled model 被引量:4
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作者 MIAO ShiGuang CHEN Fei 《Science China Earth Sciences》 SCIE EI CAS 2014年第10期2408-2416,共9页
The numerical modeling of the impacts of urban buildings in mesoscale meteorological models has gradually improved in recent years. Correctly representing the latent heat flux from urban surfaces is a key issue in urb... The numerical modeling of the impacts of urban buildings in mesoscale meteorological models has gradually improved in recent years. Correctly representing the latent heat flux from urban surfaces is a key issue in urban land-atmosphere coupling studies but is a common weakness in current urban canopy models. Using the surface energy balance data at a height of 140 m from a 325 m meteorological tower in Beijing, we conducted a 1-year continuous off-line simulation by using a coupled land surface model and a single-layer urban canopy model and found that this model has a relatively large systematic error for simulated latent heat flux. To improve the numerical method for modeling latent heat flux from urban surfaces, we combined observational analysis and urban land surface model to derive an oasis effect coefficient for urban green areas; to develop a temporal variation formula for water availability in urban impervious surfaces; and to specify a diurnal profile and the maximum values of anthropogenic latent heat release for four seasons. These results are directly incorporated into the urban land surface model to improve model performance. In addition, this method serves as a reference for studies in other urban areas. 展开更多
关键词 URBAN surface energy balance latent heat flux numerical simulation land surface model urban canopy model
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