城市住宅建筑库综合数据集用于建筑能源性能分析
Usman Ali1, Sobia Bano1, Mohammad Haris Shamsi2
1School of Mechanical and Materials Engineering and UCD Energy Institute, UCD, Dublin, Ireland.
Data in brief
|March 5, 2024
概括
本研究介绍了用于能源模拟的综合城市建筑库存数据集,涵盖100万个不同的住宅建筑. 这些数据有助于改善城市建筑能效和可持续性的研究.
科学领域:
- 建筑科学 建筑科学
- 可持续能源 可持续能源
- 计算机建模 计算建模
背景情况:
- 城市建筑库的能源性能对可持续性至关重要.
- 缺乏全面的,标准化的数据集阻碍了精确的能源建模.
- 现有的数据往往缺乏关于建筑结构和系统的细节.
研究的目的:
- 为城市建筑能源模拟创建一个大规模的合成数据集.
- 为各种住宅建筑类型提供详细的输入和输出参数.
- 支持研究和政策制定,以提高建筑能效.
主要方法:
- 使用jEPlus,EnergyPlus和DesignBuilder进行基于物理的参数模拟.
- 为四种住宅类型的100万建筑生成合成数据.
- 包括19个输入参数 (HVAC,织物U值,可再生能源) 和关键输出 (EUI,EPC,最终使用需求).
主要成果:
- 一个 CSV 格式的综合数据集,详细介绍了建筑物的能源性能.
- 输出参数包括能源使用强度 (EUI) 和能源性能证书 (EPC) 评级 (A-G).
- 提供了供暖和照明的最终使用需求数据.
结论:
- 该数据集是研究人员,从业人员和决策者们的宝贵资源.
- 促进城市建筑能源分析和建模方面的进步.
- 支持努力提高建筑环境的可持续性和效率.
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