Automated Heat Stress Monitoring and Water-Spraying Robotic System for Improving Work Conditions Using Drone (UAV) Infrared Thermography
Publication: Construction Research Congress 2024
ABSTRACT
Unhealthy working environments, such as high heat stress, can significantly decrease worker productivity, reduce work performance, and lead to unsafe behavior. While embedded/wearable sensors/thermometers can reliably measure the heat stress on construction sites, they can only be implemented locally and are often needed to be deployed for multiple workers, which requires a massive sensor network. To address these issues, this paper proposes a contactless heat stress monitoring and water-spraying robotic system that can be deployed repeatedly using drone infrared thermography. Four main components are in the system, including (1) a prototyped quadrotor [i.e., an unmanned aerial vehicle (UAV)] to provide mobility; (2) an infrared camera to take thermal images, along with an environmental sensor to measure air temperature and relative humidity; (3) a spray tank to carry water; and (4) a single board computer to dynamically process the thermal images and environmental sensor readings for controlling the spray tank. Real-case validation results showed that the proposed system could accurately measure the heat stress and automatically spray water to improve thermal working conditions. Ultimately, this paper contributes to the body of knowledge by developing a drone thermography-enabled robotic system for enhancing worker comfort, health, and well-being at construction sites.
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REFERENCES
Carter, A. W., Zaitchik, B. F., Gohlke, J. M., Wang, S., and Richardson, M. B. (2020). “Methods for estimating wet bulb globe temperature from remote and low‐cost data: A comparative study in Central Alabama.” GeoHealth, 4(5), e2019GH000231.
Dong, X. S., West, G. H., Holloway‐Beth, A., Wang, X., and Sokas, R. K. (2019). “Heat‐related deaths among construction workers in the United States.” Am. J. Ind. Med., 62(12), 1047–1057.
Dutta, P., Rajiva, A., Andhare, D., Azhar, G. S., Tiwari, A., Sheffield, P., and Climate Study Group. (2015). “Perceived heat stress and health effects on construction workers.” Indian J. Occup. Environ. Med., 19(3), 151.
Hassandokht Mashhadi, A., Handy, R., Farhadmanesh, M., Rashidi, A., Honda, T., Sleeth, D. K., and Henry, T. (2022). “Feasibility study of using nebulizer-retrofitted UAVs at construction projects: The case study of residential jobsites in Utah.” J. Constr. Eng. Manag., 148(10), 05022009.
Hu, X., and Assaad, R. H. (2023). “The use of unmanned ground vehicles (mobile robots) and unmanned aerial vehicles (drones) in the civil infrastructure asset management sector: Applications, robotic platforms, sensors, and algorithms.” Expert Syst. Appl., 232, 120897.
Karthick, S., Kermanshachi, S., and Pamidimukkala, A. (2022). “Impact analysis of heat on physical and mental health of construction workforce.” Proc., Int. Conf. on Trans. and Dev., ASCE, Seattle, WA, 290–298.
Lee, D. S., Kim, E. J., Cho, Y. H., Kang, J. W., and Jo, J. H. (2019). “A field study on application of infrared thermography for estimating mean radiant temperatures in large stadiums.” Energy Build., 202, 109360.
NWS (National Weather Service). (2023). “Wet bulb heat index vs heat index.” <https://www.weather.gov/ict/wbgt>(Aug. 07, 2023).
OSHA (Occupational Safety and Health Administration). (2023). “Safety and health topics: Heat.” <https://www.osha.gov/heat-exposure/hazards>(Apr. 26, 2023).
Park, J., Kim, Y., and Oh, I. (2017). “Factors affecting heat-related diseases in outdoor workers exposed to extreme heat.” Ann. Occup. Environ. Med., 29, 1–6.
Shakerian, S., Habibnezhad, M., Ojha, A., Lee, G., Liu, Y., Jebelli, H., and Lee, S. (2021). “Assessing occupational risk of heat stress at construction: A worker-centric wearable sensor-based approach.” Saf. Sci., 142, 105395.
Sharma, M., Suri, N. M., and Kant, S. (2022). “Analyzing occupational heat stress using sensor-based monitoring: a wearable approach with environmental ergonomics perspective.” Int. J. Environ. Sci. Technol., 19(11), 11421–11434.
Stull, R. (2011). “Wet-bulb temperature from relative humidity and air temperature.” J. Appl. Meteorol. Climatol., 50(11), 2267–2269.
Szer, I., Lipecki, T., Szer, J., and Czarnocki, K. (2022). “Using meteorological data to estimate heat stress of construction workers on scaffolds for improved safety standards.” Autom. Constr., 134, 104079.
USCDC (United States Centers for Disease Control and Prevention). (2020). “Heat stress in construction.” <https://blogs.cdc.gov/niosh-science-blog/2020/05/21/heat-stress-construction/>(Apr. 25, 2023).
USCDC (United States Centers for Disease Control and Prevention). (2018). “Heat stress – recommendations.” <https://www.cdc.gov/niosh/topics/heatstress/recommendations.html>(Apr. 26, 2023).
Yi, W., and Chan, A. P. (2017). “Effects of heat stress on construction labor productivity in Hong Kong: a case study of rebar workers.” Int. J. Env. Res. Public Health., 14(9), 1055.
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Published online: Mar 18, 2024
ASCE Technical Topics:
- Automation and robotics
- Business management
- Computer vision and image processing
- Construction engineering
- Construction management
- Construction sites
- Employment
- Engineering fundamentals
- Engineering mechanics
- Equipment and machinery
- Labor
- Methodology (by type)
- Personnel management
- Practice and Profession
- Systems engineering
- Thermal effects
- Thermodynamics
- Unmanned vehicles
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