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Sensor-based safety management

机译:基于传感器的安全管理

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摘要

The construction industry has one of the most hazardous working environments worldwide, which accounts for about 1 in every 5 occupational fatalities. The high rates of workplace injuries, illnesses and fatalities cause irreversible harm to workers and are often the source of delays and additional project costs. Improvements in sensor technologies, wireless communication, the processing power of computers, and advancements in machine learning and computer vision are now enabling the development of sensor-based safety management systems. The rapid growth of Building Information Modelling (BIM) has also created opportunities for improving safety management. While considerable progress has been made to improve construction safety, few studies have focused on the integration of sensor-based systems and BIM. This research, which is motivated by the development of such integrated methods, carries out a systematic review of the relevant literature, summarising recent developments of sensor-based safety management systems and advancements in safety management through BIM. The research gaps are identified and an outline for potential future research is provided. The results of the review reveal the potential of combining sensor-driven systems with BIM for improving safety management in construction.
机译:建筑行业是全球最危险的工作环境之一,约占每5个职业死亡中的1个。工伤,疾病和死亡的高发生率对工人造成不可挽回的伤害,通常是延误和额外项目成本的根源。传感器技术的改进,无线通信,计算机的处理能力以及机器学习和计算机视觉的进步,正在推动基于传感器的安全管理系统的开发。建筑信息模型(BIM)的快速发展也为改善安全管理创造了机会。尽管在改善建筑安全性方面已取得了相当大的进步,但很少有研究集中在基于传感器的系统和BIM的集成上。这项研究受到这种集成方法的发展的启发,对相关文献进行了系统的回顾,总结了基于传感器的安全管理系统的最新发展以及通过BIM进行的安全管理的进步。找出研究空白,并提供潜在的未来研究纲要。审查结果表明,将传感器驱动系统与BIM结合在一起可改善建筑安全管理的潜力。

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  • 来源
    《Automation in construction》 |2020年第5期|103128.1-103128.16|共16页
  • 作者

  • 作者单位

    Monash Univ Dept Civil Engn Melbourne Vic 3800 Australia;

    Hong Kong Polytech Univ Dept Bldg & Real Estate Hong Kong Peoples R China;

    Univ Melbourne Dept Infrastruct Engn Melbourne Vic 3010 Australia;

    RMIT Univ Sch Engn Melbourne Vic 3010 Australia;

    Monash Univ Malaysia Fac Engn Subang Jaya 47500 Malaysia;

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