Individual Environmental Risk Assessment and Management in Industry 4.0: An IoT-Based Model

被引:7
作者
Lemos, Janaina [1 ]
Gaspar, Pedro D. [1 ,2 ]
Lima, Tania M. [1 ,2 ]
机构
[1] Univ Beira Interior, Dept Electromech Engn, P-6201001 Covilha, Portugal
[2] C MAST Ctr Mech & Aerosp Sci & Technol, P-6201001 Covilha, Portugal
关键词
OSH; smart PPE; risk assessment; Industry; 4; 0; IoT; artificial intelligence; TECHNOLOGIES; SAFETY; WORKPLACE; WORKERS; HEALTH;
D O I
10.3390/asi5050088
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the design of a system to facilitate individual environmental risk assessment and long-term risk management in the Industry 4.0 work context. The solution is based on IoT to provide data related to workers' exposure to hazardous agents (dust, noise, ultraviolet radiation, poor lighting, and inappropriate temperature and humidity) through a simple interface for employees and employers. The system includes a monitoring device and a server and performs employee registration, receives secure messages from the monitoring devices, shows information about the workers' exposure, and triggers alarms when the measures reach or exceed the limits established by applicable legislation and/or standards. The system was tested in a controlled environment, and the results are presented in this work. Our solution is still under development, and in future stages, it will include a smartphone app for employees to check their exposures and the use of artificial intelligence on the server, which is expected to enable long-term planning by companies based on the analysis of employees' health history and their exposures to hazardous agents.
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页数:16
相关论文
共 54 条
  • [1] [Anonymous], Smart personal protective equipment: intelligent protection for the future (discussion paper)
  • [2] [Anonymous], Data protection in the EU
  • [3] [Anonymous], NODEJS
  • [4] [Anonymous], BH1750FVI
  • [5] [Anonymous], Telegraf Influxdata
  • [6] [Anonymous], 2016, Eclipse Mosquitto: An open source MQTT broker" Eclipse Mosquitto
  • [7] [Anonymous], Dht11
  • [8] [Anonymous], ROOM TEMPERATURE THE
  • [9] [Anonymous], HTML Tutorial
  • [10] [Anonymous], MQTT VERS 5 0