利用无线传输技术实现电网施工现场安全的智能视频监控和分析系统

IF 0.5 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING

International Journal of Information Security and Privacy Pub Date : 2024-07-17 DOI:10.4018/ijisp.347878

Xinyuan Liu, Hongyang He

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引用次数: 0

摘要

电网建设大大加强了电网管理和风险控制。施工现场不一致的操作会危及电网稳定和施工人员的安全。由于移动性的限制，传统的供电线路不太受欢迎，而电池又增加了负担，不切实际。为此，我们利用射频技术和 Yolo V3 模型开发了一套无线电力传输和视频监控系统。这样就可以进行连续监控和员工安全分析。利用 HPSO 优化了系统的检测性能，在准确性和速度方面都超越了现有方法。该系统可确保实时监控，提高对潜在危险源的检测能力，这对施工现场的安全至关重要。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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

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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来源期刊

International Journal of Information Security and Privacy COMPUTER SCIENCE, SOFTWARE ENGINEERING-

CiteScore

2.50

自引率

0.00%

发文量

期刊介绍： As information technology and the Internet become more and more ubiquitous and pervasive in our daily lives, there is an essential need for a more thorough understanding of information security and privacy issues and concerns. The International Journal of Information Security and Privacy (IJISP) creates and fosters a forum where research in the theory and practice of information security and privacy is advanced. IJISP publishes high quality papers dealing with a wide range of issues, ranging from technical, legal, regulatory, organizational, managerial, cultural, ethical and human aspects of information security and privacy, through a balanced mix of theoretical and empirical research articles, case studies, book reviews, tutorials, and editorials. This journal encourages submission of manuscripts that present research frameworks, methods, methodologies, theory development and validation, case studies, simulation results and analysis, technological architectures, infrastructure issues in design, and implementation and maintenance of secure and privacy preserving initiatives.