Intelligent Video Monitoring and Analysis System for Power Grid Construction Site Safety Using Wireless Power Transfer

被引：0
|
作者：
Liu, Xinyuan [1 ]
He, Hongyang [2 ]
机构：
[1] China Three Gorges Univ Coll, Yichang, Peoples R China
[2] Chongqing Fuling Elect Power Ind Co Ltd, Chongqing, Peoples R China
来源：
INTERNATIONAL JOURNAL OF INFORMATION SECURITY AND PRIVACY | 2024年 / 18卷 / 01期
关键词：
Power grid construction site; wireless power transfer; video monitoring system; RF based wireless power transfer; Improved Yolo V3 detection model; Hierarchical Particle Swarm Optimization (HPSO);
D O I：
10.4018/IJISP.347878
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
Power grid construction significantly enhances power grid management and risk control. Inconsistent operations at construction sites can jeopardize grid stability and crew safety. Traditional power lines are less favored due to mobility limitations, while batteries add burden and impracticality. To address this, a wireless power transfer and video monitoring system is developed using RF technology and Yolo V3 model. This enables continuous monitoring and employee safety analysis. The system's detection performance is optimized using HPSO, surpassing existing methods in accuracy and speed. It ensures real-time monitoring and improves the detection of potential risk sources, crucial for construction site safety.
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页数：21
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