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http://dx.doi.org/10.6106/KJCEM.2022.23.4.015

Development of A Quantitative Risk Assessment Model by BIM-based Risk Factor Extraction - Focusing on Falling Accidents -  

Go, Huijea (Department of Disaster Safety Systems, Hoseo University)
Hyun, Jihun (Department of Disaster Safety Systems, Hoseo University)
Lee, Juhee (Department of Disaster Safety Systems, Hoseo University)
Ahn, Joseph (Department of Architectural and Civil Engineering, Hoseo University)
Publication Information
Korean Journal of Construction Engineering and Management / v.23, no.4, 2022 , pp. 15-25 More about this Journal
Abstract
As the incidence and mortality of serious disasters in the construction industry are the highest, various efforts are being made in Korea to reduce them. Among them, risk assessment is used as data for disaster reduction measures and evaluation of risk factors at the construction stage. However, the existing risk assessment involves the subjectivity of the performer and is vulnerable to the domestic construction site. This study established a DB classification system for risk assessment with the aim of early identification and pre-removal of risks by quantitatively deriving risk factors using BIM in the risk assessment field and presents a methodology for risk assessment using BIM. Through this, prior removal of risks increases the safety of construction workers and reduces additional costs in the field of safety management. In addition, since it can be applied to new construction methods, it improves the understanding of project participants and becomes a tool for communication. This study proposes a framework for deriving quantitative risks based on BIM, and will be used as a base technology in the field of risk assessment using BIM in the future.
Keywords
BIM; Risk Assessment; Risk Factor DB; Visualization;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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1 Lee, C.J., and Ham, S.I. (2020). "Design Guide Systems of Safety Handrail based on DfS and BIM for Preventing of Fall Accidents." Journal of the Architectural Institute of Korea, 36(10), pp. 235-241.   DOI
2 Lee, H.S., Kim, H.S., Lee, K.P., Lee, S.B., and Park, M.S. (2009). "Construction Risk Assessment Methodology Using Site Risk Influence Factors." Korean Journal of Construction Engineering and Management, KICEM, 10(6), pp. 117-126.
3 Meng, L., Hongliang, Y., Hongyu, J., and Ping, L. (2018). "Methodologies of safety risk control for China's metro construction based on BIM." Safety Science, 110(A), pp. 418-426.   DOI
4 Yang, Z., Stephen, W.J., and Arto, K. (2017). "A review of risk management through BIM and BIM-related technologies." Safety Science, 97, pp. 88-98.   DOI
5 Son, C.B., Lee, D.C., and An, T.S. (2004). "A Study on the Subcontract Status and Its Development Directions of Domestic Construction Project." Journal of the Architectural Institute of Korea, 20(6), pp. 115-124.
6 Park, H.P., and Han, J.G. (2018). "Development of Safety Risk Assessment Index and Risk Prediction System based on process in Construction Sites." Korea Institute of Construction Technology, KICT 2018-076.
7 Go, S.S., Kim, J.U., and Lee, J.B. (2004). "A Study on the Improvement Counterplan of Construction Safety Management According to the Construction Magnitude." Journal of the Korean Institute of Industrial Safety, 19(1), pp. 108-116.
8 Choi, J.W., Mun, J.S., Kim, J.A., Won, J.I., and Park, H.C. (2000). "Health Hazardous Substances in Construction Work in Korea." Journal of Korean Society of Occupational and Environmental Hygiene, 10(1), pp. 74-92.
9 Construction Safety Management Integrated Information (2022). Hazard Profile.
10 Sijie, Z., Kristiina, S., Markku, K., Ilkka, R., Charles, M.E., and Jochen, T. (2015). "BIM-based fall hazard identification and prevention in construction safety planning." Safety Science, 72, pp. 31-45.   DOI
11 Kim, H.S., Lee, H.S., Park, M.S., Lee, K.P., and Pyeon, J.H. (2010). "Hazardous Area Identification Model using Automated Data Collection(ADC) based on BIM." Korean Journal of Construction Engineering and Management, KICEM, 11(6), pp. 14-23.   DOI
12 Kim, I.H., Lee, Y.H., and Choi, J.S. (2019). "BIM-based Risk Assessment of Structural Occurrence Disaster for Construction Site Safety Management." Korean Journal of Computational Design and Engineering, 24(2), pp. 144-151.   DOI
13 Song, J.T., and Lee, J.W. (2019). Risk Assessment and Analysis Techniques. SUNG AN DANG, INC. pp. 131-382.
14 Goh, J.H., Lee, D.Y., and Park, C.S. (2016). "A study on BIM aided automated code checking for construction safety management." Proceedings of KICEM Annual Conference, KICEM, pp. 145-146.
15 Hassan, M., Abdollah, A., Mohammad, H.S., and Rudi, S. (2016). "Construction safety risk drivers: A BIM approach." Safety Science, 82, pp. 445-455.   DOI
16 Ju, H.W. (2017). "BIM safety management system using risk assesment." MS thesis, Sungkyunkwan University, Seoul.
17 Kim, T.H., Lee, D.H., Bae, S.I., Hong, Y.K., and Park, Z.S. (2013) "Proposal of field applied safety control process using BIM." Journal of the Regional Association of Architectural Institute of Korea, 15(5), pp. 243-249.
18 Korea Occupational Safety and Health Agency (2022). 2020 Industrial accident status analysis.
19 Kwon, O.C., Cho, J.W., and Jo, C.W. (2013). "BIM Quality Assurance for DFS in Design Phase." Transactions of the Society of CAD/CAM Engineers, 18(5), pp. 348-358.   DOI
20 Kim, Y.J., Kim, B.J., Kim, I.C., Lee, M.C., Choi, J.K., and Chin. S.Y. (2017). "Construction Safety Management using 4D BIM Tool." KIBIM Annual Conference, 7(1), pp. 101-102