安全风险识别技术在高层建筑工程施工中的应用

Application of Safety Risk Identification Technology in High-rise Building Construction

摘要:

随着城市化进程加速,高层建筑施工的安全风险管控已成为工程管理的核心内容。文章结合物联网、计算机视觉、深度学习等技术,构建了基于多源数据融合的安全风险识别系统。经多个项目实际部署验证,该系统可对高空作业、临边防护、机械设备、人员行为等关键风险源实现实时监测与智能预警,风险识别准确率为89%~96%,预警响应时间不超过3s。

Abstract:

With the acceleration of urbanization, safety risk control in high-rise building construction has become the core content of engineering management. The article combines technologies such as the Internet of Things, computer vision, and deep learning to construct a security risk identification system based on multi-source data fusion. After practical deployment and verification in multiple projects, the system can achieve real-time monitoring and early warning of key risk sources such as high-altitude operations, edge protection, mechanical equipment, and personnel behavior. The accuracy of risk identification reaches 89% to 96%, and the warning response time does not exceed 3 seconds.