施工安全监测与实时干预的多维度智能预警系统研究

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中图分类号：TP319.4 文献标识码：A文章编号：1672-3791（2026）03-0033-07

Research on Multi-Dimensional Intelligent Early-Warning System for Construction Safety Monitoring and Real-Time Intervention

CAI jiacheng1CHANG Hairong'HONG Xingyuan'XU Canhua²XU Zhongwei* 1.China Railway 24th Bureau Group Shanghai Electric Power Co.，Ltd.，Shanghai，2Oo081 China; 2.Collge of Physicsand Information Engineering，Fuzhou University，Fuzhou，Fujian Province，35O1o8 China Abstract： In response to the higher requirements for safety management at construction sites，it has conducted an in-depth discussion onan inteligent early warning system basedon neural networks.The systemrealizesreal-time video monitoring of the construction site through a high-performance edge computing platform，and uses YOLOv8 model to accurately identify and feed back the hidden dangers of construction personnel，and predict and prompt the types of dangerous operations.The system adopts Wi-Fi bridge and IoT technology to achieve efficient transmissionofon-sitedataand cloud collaboration，therebyrealizing globalreal-time monitoringof theconstruction site.Through multi-dimensional data fusion and inteligent analysis，thesystem can timely detect potential safetyrisksandissue warnings torelevant personnel，achieving rapidresponseandreporting interventionatconstructionsites，wearingterminals，and thecontrolroom.This system hassignificant effects inimproving theeffciencyof construction site safety management and reducing the incidence of accidents.

Keywords： Inteligent early-warning system; Neural network; Internet of Things; Construction safety在生产作业施工中，人员安全至关重要。（剩余6817字）