Building operations data analysis based on edge intelligence technology
Edge intelligence, as a new type of intelligent computing model, combines the advantages of the Internet of Things, artificial intelligence, and edge computing by performing computing and intelligent processing at the location of the data source. This effectively improves the system’s response speed and reliability. The technology is driving the digital transformation of the construction industry and provides the technical foundation for the operation of smart buildings. This article discusses the application of edge intelligence technology in buildings, with a focus on the research of algorithms for data analysis and processing in building operation. The author experiments a variety of data analysis and processing algorithms suitable for edge intelligent management equipment, which provides the basis for data analysis and processing for the wide application of edge intelligent management technology in buildings.
Authors
- Xuantao Zhang
- Chuanbo Zhang (ORCID: https://orcid.org/0000-0002-2550-8279)
- Wenying Wu (ORCID: https://orcid.org/0000-0003-0074-6809)
Institutions
- Nanjing Zhongyi Architectural Design Institute (China) (CN)
- Tianjin Municipal Engineering Design and Research Institute (CN)
- Shanghai Xiandai Architectural Design (CN)
Publication Details
- Published
- 2025-04-25
- DOI
- https://doi.org/10.1117/12.3062365
- Citations
- 1
- Primary Topic
- Advanced Decision-Making Techniques
- Type
- article
- Field-Weighted Citation Impact
- 3.25