Isafeguard: A Proactive Solution for Construction Job Site Safety Monitoring

被引:0
|
作者
Soltani, Mehrtash [1 ]
Pedro, Akeem [1 ]
Yang, Jaehun [1 ]
Zaidi, Syed Farhan Alam [1 ]
Lee, Doyeop [1 ]
Park, Chansik [1 ]
机构
[1] Chung Ang Univ, Sch Architecture & Bldg Sci, Seoul 06974, South Korea
基金
新加坡国家研究基金会;
关键词
AI; computer vision; safety monitoring; construction safety management; RISK;
D O I
10.1007/978-3-031-53389-1_101
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Inherent hazards characterize the construction industry, and despite proper training and planning, accidents can still transpire during work. Furthermore, the manual monitoring processes traditionally employed are both time-consuming and costly. Safety managers often struggle with juggling diverse responsibilities beyond safety management, especially in large projects where there might be a shortage of personnel for effective on-site safety oversight. Thus, there is a necessity to integrate technological advancements that ensure real-time worker safety monitoring and alleviate the workload of on-site safety managers who oversee worker activities. The iSAFEGuard platform has been introduced to address this issue, incorporating cutting-edge technological monitoring innovations employing 127 unsafe scene detectors through Computer Vision (CV) technology. This platform has been developed to monitor and mitigate various risks, including falls, being caught in/between incidents, being struck by objects, electric shock occurrences, fires, etc. The advancement and application of techniques such as depth estimation, edge detection, and background subtraction in identifying these risks are discussed. Additionally, diverse applications of the iSAFEGuard platform on activities involving scaffolds, ladders, welding machinery, arrow saws, and others are explored. In conclusion, the iSAFEGuard platform presents an automated and technologically driven approach to safety management, enhancing the safety of construction workers and improving overall job site safety conditions.
引用
收藏
页码:1150 / 1165
页数:16
相关论文
共 50 条
  • [1] Proactive Construction Safety Control: Measuring, Monitoring, and Responding to Safety Leading Indicators
    Hallowell, Matthew R.
    Hinze, Jimmie W.
    Baud, Kevin C.
    Wehle, Andrew
    [J]. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2013, 139 (10)
  • [2] "Safety is everyone's job:" The key to safety on a large university construction site
    McDonald, Mary Anne
    Lipscomb, Hester J.
    Bondy, Jessica
    Glazner, Judith
    [J]. JOURNAL OF SAFETY RESEARCH, 2009, 40 (01) : 53 - 61
  • [3] Design and implementation of an identification system in construction site safety for proactive accident prevention
    Yang, Huanjia
    Chew, David A. S.
    Wu, Weiwei
    Zhou, Zhipeng
    Li, Qiming
    [J]. ACCIDENT ANALYSIS AND PREVENTION, 2012, 48 : 193 - 203
  • [4] Measures of Mental Alertness of Construction Workers to Enhance Job Site Safety
    Mohammadpour, Atefeh
    Khalighi, Mehdi
    Karan, Ebrahim
    Bendele, Michael
    Marshall, Ann
    [J]. CONSTRUCTION RESEARCH CONGRESS 2018: SAFETY AND DISASTER MANAGEMENT, 2018, : 262 - 271
  • [5] IoT-based application for construction site safety monitoring
    Chung, William Wong Shiu
    Tariq, Salman
    Mohandes, Saeed Reza
    Zayed, Tarek
    [J]. INTERNATIONAL JOURNAL OF CONSTRUCTION MANAGEMENT, 2023, 23 (01) : 58 - 74
  • [6] Construction site safety monitoring and excavator activity analysis system
    Sibo Zhang
    Liangjun Zhang
    [J]. Construction Robotics, 2022, 6 (2) : 151 - 161
  • [7] Job site safety 101
    Smith, G
    [J]. ARCHITECTURE, 2005, 94 (09): : 74 - 74
  • [8] Construction Job Safety Analysis
    Rozenfeld, Ophir
    Sacks, Rafael
    Rosenfeld, Yehiel
    Baum, Hadassa
    [J]. SAFETY SCIENCE, 2010, 48 (04) : 491 - 498
  • [9] Safety on the construction site
    Hessing, H
    [J]. IMPLEMENTATION OF SAFETY AND HEALTH ON CONSTRUCTION SITES, 1999, : 893 - 896