遇见数据集

Model America - WRF Grid Cell Archetype extract from ORNL's AutoBEM

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Zenodo2021-11-16 更新2026-05-25 收录
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Oak Ridge National Laboratory (ORNL) has developed the Automatic Building Energy Modeling (AutoBEM) software suite to process multiple types of data, extract building-specific descriptors, generate building energy models, and simulate them on High Performance Computing (HPC) resources. For more information, see AutoBEM-related publications (bit.ly/AutoBEM). <strong>Critical note: Building multipliers and models will be updated soon.</strong> Two sets of data are provided for 298,084 building <strong>archetypes</strong> located within the boundary of WRF (Weather Research and Forecasting) model in and around Los Angeles (United States): <strong>Data (46.4MB *.csv) - minimalist list of each building (rows) for the following fields (columns)</strong> ID - unique building ID Area - estimate of total conditioned floor area (ft<sup>2</sup>) CZ - ASHRAE Climate Zone designation Height - building height (ft) NumFloors - number of floors (above-grade) BuildingType - DOE prototype building designation (IECC=residential) as implemented by OpenStudio-standards Standard - building vintage WWR_surfaces - percent of each facade (pair of points from Footprint2D) covered by fenestration/windows (average 14.5% for residential, 40% for commercial buildings) Area2D - footprint area (ft<sup>2</sup>) Num_build_per_zone - Number of this building type/vintage in WRF zone Total_zone_area - Total area of this building type/vintage in WRF zone (ft<sup>2</sup>) Area_multiplier - Scaling factor for building type/vintage for building in WRF zone Vintage - Generalized "Standard" BuildingType_general - Generalized "BuildingType" Zone_ID - ID of WRF zone <strong>Models (6.3GB *.zip) - EnergyPlus building energy models named according to ID</strong> Each model has approximately 3,000 building input descriptors that can be extracted. Please see the EnergyPlus (v9.4) 2,784-page Input/Output Reference Guide for everything that can be retrieved or simulated from these models.

橡树岭国家实验室(Oak Ridge National Laboratory,ORNL)开发了自动建筑能耗建模(Automatic Building Energy Modeling,AutoBEM)软件套件,可处理多源数据、提取建筑专属描述符、生成建筑能耗模型,并依托高性能计算(High Performance Computing,HPC)资源开展模拟计算。如需获取更多信息,请参阅AutoBEM相关出版物(bit.ly/AutoBEM)。 <strong>重要提示:建筑乘数与模型即将更新。</strong> 本次为位于美国洛杉矶及周边WRF(Weather Research and Forecasting,天气研究与预报)模型边界内的298084个建筑原型提供两组数据: <strong>数据文件(46.4MB *.csv)</strong>:为各建筑(行)的极简列表,包含以下字段(列): ID:唯一建筑标识符 Area:总空调建筑面积估算值(平方英尺,ft²) CZ:美国采暖、制冷与空调工程师学会(ASHRAE)气候区标识 Height:建筑高度(英尺,ft) NumFloors:地上楼层数 BuildingType:由OpenStudio-standards实现的美国能源部(DOE)原型建筑标识(国际能源规约IECC对应住宅类建筑) Standard:建筑年代标准 WWR_surfaces:各立面(由Footprint2D生成的点对组成)的窗墙比,即门窗/玻璃采光构件覆盖占比(住宅类平均14.5%,商业类平均40%) Area2D:建筑占地面积(平方英尺,ft²) Num_build_per_zone:该建筑类型/年代在WRF分区内的建筑总量 Total_zone_area:该建筑类型/年代在WRF分区内的总建筑面积(平方英尺,ft²) Area_multiplier:该WRF分区内对应建筑类型/年代的缩放因子 Vintage:广义建筑年代 BuildingType_general:广义建筑类型 Zone_ID:WRF分区标识符 <strong>模型文件(6.3GB *.zip)</strong>:为以ID命名的EnergyPlus建筑能耗模型,单模型包含约3000条建筑输入描述符。如需了解可从这些模型中提取或模拟的全部内容,请参阅EnergyPlus(v9.4)版2784页《输入输出参考指南》。

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Zenodo
创建时间:
2021-09-01
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