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.
引用
收藏
页数：21
相关论文
共 50 条
  • [31] Wireless safety monitoring of a water pipeline construction site using LoRa communication
    Lee, Sahyeon
    Gil, Sang-Kyun
    Cho, Soojin
    Shin, Sung Woo
    Sim, Sung-Han
    SMART STRUCTURES AND SYSTEMS, 2022, 30 (05) : 433 - 446
  • [32] CORY-Net: Contrastive Res-YOLOv5 Network for Intelligent Safety Monitoring on Power Grid Construction Sites
    Peng, Guangyao
    Lei, Yin
    Li, Haolin
    Wu, Di
    Wang, Junyuan
    Liu, Fuqiang
    IEEE ACCESS, 2021, 9 : 160461 - 160470
  • [33] Performance Analysis of Intelligent Reflecting Surface Aided Wireless Networks With Wireless Power Transfer
    El Bouanani, Faissal
    Muhaidat, Sami
    Sofotasios, Paschalis C.
    Dobre, Octavia A.
    Badarneh, Osamah S.
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (03) : 793 - 797
  • [34] CORY-Net: Contrastive Res-YOLOv5 Network for Intelligent Safety Monitoring on Power Grid Construction Sites
    Peng, Guangyao
    Lei, Yin
    Li, Haolin
    Wu, DI
    Wang, Junyuan
    Liu, Fuqiang
    Wang, Junyuan (junyuanwang@tongji.edu.cn), 1600, Institute of Electrical and Electronics Engineers Inc. (09): : 160461 - 160470
  • [35] Building construction based on video surveillance and deep reinforcement learning using smart grid power system
    Alhamed, Khalid M.
    Iwendi, Celestine
    Dutta, Ashit Kumar
    Almutairi, Badr
    Alsaghier, Hisham
    Almotairi, Sultan
    COMPUTERS & ELECTRICAL ENGINEERING, 2022, 103
  • [36] Analysis of efficiency improvement in wireless power transfer system
    Liu, Xin
    Wang, Tianfeng
    Yang, Xijun
    Tang, Houjun
    IET POWER ELECTRONICS, 2018, 11 (02) : 302 - 309
  • [37] Simulation analysis on miniature wireless power transfer system
    Liu, Tao
    Wei, Zhiqiang
    Yin, Bo
    Chi, Haokun
    Du, Panpan
    2017 INTERNATIONAL SYMPOSIUM ON APPLICATION OF MATERIALS SCIENCE AND ENERGY MATERIALS (SAMSE 2017), 2018, 322
  • [38] Power Transfer Efficiency Analysis for Omnidirectional Wireless Power Transfer System Using Three-Phase-Shifted Drive
    Ye, Zhaohong
    Sun, Yue
    Liu, Xiufang
    Wang, Peiyue
    Tang, Chunsen
    Tian, Hailin
    ENERGIES, 2018, 11 (08)
  • [39] Load Monitoring and Output Power Control of a Wireless Power Transfer System without Any Wireless Communication Feedback
    Yin, Jian
    Lin, Deyan
    Lee, Chi Kwan
    Hui, S. Y.
    2013 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2013, : 4934 - 4939
  • [40] Key Construction Aspects of Resonant Wireless Low Power Transfer System
    Kindl, Vladimir
    Kavalir, Tomas
    Pechanek, Roman
    Skala, Bohumil
    Sobra, Jan
    2014 ELEKTRO, 2014, : 303 - 306
12345