arXiv 建筑语义标准论文· Filippo Vittori·· 2023-07-25AI 评分68
「英中对照」论文提出BIM-to-BRICK方法 以图建模实现BIM、BMS等多源数据互操作
BIM-to-BRICK: Using graph modeling for IoT/BMS and spatial semantic data interoperability within digital data models of buildings
AI 导读
arXiv收录的建筑语义研究论文提出BIM-to-BRICK方法，可基于图建模自动将BIM模型数据集成至知识图谱，实现BMS、IoT与空间语义数据互操作。该方法在新加坡SDE4建筑开展实验，932个BIM实例与17个受试者的实验数据建立双向关联，共生成458个BRICK对象、1219条关系，耗时17秒。
正文 · 原文
Abstract:The holistic management of a building requires data from heterogeneous sources such as building management systems (BMS), Internet-of-Things (IoT) sensor networks, and building information models. Data interoperability is a key component to eliminate silos of information, and using semantic web technologies like the BRICK schema, an effort to standardize semantic descriptions of the physical, logical, and virtual assets in buildings and the relationships between them, is a suitable approach. However, current data integration processes can involve significant manual interventions. This paper presents a methodology to automatically collect, assemble, and integrate information from a building information model to a knowledge graph. The resulting application, called BIM-to-BRICK, is run on the SDE4 building located in Singapore. BIM-to-BRICK generated a bidirectional link between a BIM model of 932 instances and experimental data collected for 17 subjects into 458 BRICK objects and 1219 relationships in 17 seconds. The automation of this approach can be compared to traditional manual mapping of data types. This scientific innovation incentivizes the convergence of disparate data types and structures in built-environment applications.
| Subjects: | Systems and Control (eess.SY) |
| Cite as: | arXiv:2307.13197 [eess.SY] |
| (or arXiv:2307.13197v1 [eess.SY] for this version) | |
| https://doi.org/10.48550/arXiv.2307.13197 arXiv-issued DOI via DataCite |
|
| Journal reference: | Energy and Buildings, Volume 348, 1 December 2025, 116368 |
| Related DOI: | https://doi.org/10.1016/j.enbuild.2025.116368
DOI(s) linking to related resources |
Submission history
From: Clayton Miller [view email]
[v1]
Tue, 25 Jul 2023 01:32:58 UTC (8,020 KB)
来源：arXiv 建筑语义标准论文 · arxiv.org