输变电施工现场安全监控系统精准度改进设计

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中图分类号：TP393文献标志码：A

文章编号：1001-5922（2025）06-0176-04

Accuracy improvement design of safety monitoring system in power transmission and transformation construction site

CAI Junjun1，LI Yufen2，KAN Bixia1 （1. State Grid Jiangsu Nantong Power Supply Company，Nantong 226000，Jiangsu China； 2. Xiangyang Institute of Science and Technology Information，Xiangyang ，Hubei China）

Abstract：The current construction site safety monitoring system does not clean the collected data，resulting in a large amount of dirty data in the data，which reduces the monitoring accuracy and safety of the system. Therefore， the safety monitoring system of power transmission and transformation construction site is improved and designed. The overall structure of the security monitoring system is composed of interactive platform，data platform and wire⁃ less sensor network basic platform，and the functional modules of the security monitoring system are designed. In the system software design，the BP neural network and K-means algorithm are used to clean the construction site in⁃ formation collected by the system，so as to improve the accuracy of the data in the system and complete the monitor⁃ ing accuracy of the safety monitoring system. The results show that the proposed method has high monitoring accura⁃ cy，the accuracy is above 95% ，and the safety is good.

Key words：construction site information；security monitoring；BP neural network；K-means algorithm；wireless sen⁃ sor network

在大型输变电施工现场中，存在着复杂的安全风险，如高压设备、危险化学品、高空作业等，这些风险可能对施工人员和周围环境造成严重威胁[1-2]。（剩余5388字）