BGLab/HTC_energyplus

该数据集名为ep-envelope-parametric，是一个用于建筑围护结构代理建模的EnergyPlus参数化模拟数据集。它通过HTC-EP工作流程于2026-05-19生成，专注于建筑能量模拟。数据集包含多个参数扫描：墙体保温厚度（0.03至0.25米）、屋顶保温厚度（0.03至0.3米）、窗户U值（5.8至1.0）、窗户太阳得热系数（SHGC，0.2至0.7）和渗透率设计流量（乘数0.5至4.0）。输出变量涵盖每小时数据（如区域空气温度、冷却/加热速率、冷水机组电力率）和每月数据（如冷却/加热能量、表面传导热传递能量、设施和HVAC的电力与天然气消耗）。数据集使用EnergyPlus-23.1.0版本，基于3个EPW天气文件，总模拟次数为3072次。数据被分割为训练集（70%）、验证集（15%）和测试集（15%），分割方式通过哈希run_id + weather_id确定性分配。The dataset is named ep-envelope-parametric and is an EnergyPlus parametric simulation dataset for building envelope surrogate modeling. It was generated using the HTC-EP workflow on 2026-05-19, focusing on building energy simulations. The dataset includes parameter sweeps for wall insulation thickness (0.03 to 0.25 meters), roof insulation thickness (0.03 to 0.3 meters), window U-factor (5.8 to 1.0), window solar heat gain coefficient (SHGC, 0.2 to 0.7), and infiltration design flow rate (multiplier 0.5 to 4.0). Output variables consist of hourly data (e.g., Zone Air Temperature, Cooling/Heating Rates, Chiller Electricity Rate) and monthly data (e.g., Cooling/Heating Energy, Surface Conduction Heat Transfer Energy, Electricity and Natural Gas consumption for Facility and HVAC). The dataset utilizes EnergyPlus version 23.1.0, based on 3 EPW weather files, with a total of 3072 simulations. It is split into training (70%), validation (15%), and test (15%) sets, assigned deterministically by hashing run_id + weather_id.