Integrated Application of BIM Technology and Data Mining Algorithms in Substation Engineering
Xin Ju, Ye Wan, Shangke Liu, Zheng Wang · 2024
This study explores the integrated application of BIM (Building Information Modeling) technology and data mining algorithms in substation engineering. Through the introduction of BIM technology, the information management of the whole life cycle of substation projects can be realized, so as to improve the efficiency and quality of design, construction and operation and maintenance. At the same time, the application of data mining algorithms can extract valuable information from a large amount of engineering data, providing a scientific basis for engineering decision-making. This paper first analyzes the current situation and advantages of the application of BIM technology in substation engineering, and then introduces the specific application of data mining algorithms in engineering data processing and analysis. Then, this paper proposes the integrated application method of BIM technology and data mining algorithm, and verifies its effectiveness through specific cases. The study shows that the integrated application of BIM technology and data mining algorithms can significantly improve the intelligent level of substation engineering, optimize resource allocation, improve engineering management efficiency, and provide an important reference for the future construction of smart grid.