Improvements on Integrated Health and Safety Management System based on Wi-Pose to increase Productivity

被引:1
|
作者
Thirugnanasammandamoorthi, Punitharuban [1 ]
Choi, Jae-Ho [1 ]
机构
[1] Dong A Univ, Dept ICT Convergence Marine Smart Cities Engn, Busan, South Korea
基金
新加坡国家研究基金会;
关键词
Human pose estimation; Wi-Pose; Wearable intelligent devices; IIoT; ICT; Deep Learning; Occupational Safety; Localization;
D O I
10.1109/ICTC52510.2021.9620868
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
During the health crisis, construction companies are under tremendous pressure to adopt innovative techniques for employee management to meet the health and safety demands and reinstate productivity, starting from managing attendance and monitoring performance. The construction industry can implement more equipment's and robots to address worker safety while maintaining a safe distance, thus reducing the labor force. This intern results in man-machine interaction conflicts and accidents due to the failure of machines or components that needs addressing. Most workplace accidents in South Korea occur in the construction industry, and 60% of them are due to falls from heights. The aging population in South Korea makes the construction industry more prone to mental fatigue, resulting in such accidents. Thus, this study aims to integrate systems of Health and Safety with Performance using pose estimation techniques. Using deep learning techniques, IIOT (Industrial Internet of Things), ICT with wireless access points, and wearable devices such as smart bands, shoes, and helmets aids to monitor workers' Performance, Health, and safety in indoor conditions or after structural frame completion. Combining previous warning alert systems with pose estimation and monitoring will alert workers on unsafe and uncomfortable poses and improve productivity significantly. A future version of this system could use LoRa to extend to outdoor environments.
引用
收藏
页码:1766 / 1771
页数:6
相关论文
共 50 条
  • [41] Blueprint for an integrated vehicle health management system
    Aaseng, GB
    GUIDANCE AND CONTROL 2004, 2004, 118 : 373 - 386
  • [42] Technology maturation of Integrated System Health Management
    Feather, Martin S.
    Uckun, Serdar
    Hicks, Kenneth A.
    SPACE TECHNOLOGY AND APPLICATIONS INTERNATIONAL FORUM STAIF 2008, 2008, 969 : 827 - +
  • [43] A method for optimizing integrated system health management
    Jambor, B
    Rouch, RL
    Eger, GW
    Black, ST
    SPACE TECHNOLOGY AND APPLICATIONS INTERNATIONAL FORUM (STAIF-96), PTS 1-3: 1ST CONFERENCE ON COMMERCIAL DEVELOPMENT OF SPACE; 1ST CONFERENCE ON NEXT GENERATION LAUNCH SYSTEMS; 2ND SPACECRAFT THERMAL CONTROL SYMPOSIUM; 13TH SYMPOSIUM ON SPACE NUCLEAR POWER AND PROPULSION - FUTURE SPACE AND EARTH SCIENCE MISSIONS - SPECIAL TOPIC; REMOTE SENSING FOR COMMERCIAL, CIVIL AND SCIENCE APPLICATIONS - SPECIAL TOPIC, 1996, (361): : 623 - 633
  • [44] Integrated management of system health in space applications
    Reichard, Karl
    Crow, Ed
    Bair, Tim
    ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 2007 PROCEEDINGS, 2006, : 107 - +
  • [45] Integrated Management System for Safety and Quality of Power Infrastructure Projects based on Web Technology
    Liu, Wanfang
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 127 : 154 - 154
  • [46] An integrated traffic, environment and health management system
    Bell, MC
    Paksarsawan, S
    TENTH INTERNATIONAL CONFERENCE ON ROAD TRANSPORT INFORMATION AND CONTROL, 2000, (472): : 147 - 151
  • [47] Sustaining Productivity of Baby Corn-Rice Cropping System and Soil Health through Integrated Nutrient Management
    Sharma, Ravi Chandra
    Banik, Pabitra
    COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS, 2016, 47 (01) : 1 - 10
  • [48] Integrated electronic health records management system
    Di Giacomo, P.
    Ricci, Fabrizio L.
    Bocchi, Leonardo
    MEDICAL AND CARE COMPUNETICS 3, 2006, 121 : 228 - 241
  • [49] An integrated management system for occupational health and safety and environment in an operating nuclear power plant in East China and its management information system
    Sui, Yang
    Ding, Rui
    Wang, Hanqing
    JOURNAL OF CLEANER PRODUCTION, 2018, 183 : 261 - 271
  • [50] Integrated System Health Management-Based Progressive Diagnosis for Space Avionics
    Xu, Lei
    Xu, Jiuping
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2014, 50 (02) : 1390 - 1402