Abstract
Construction has long been seen as a high-risk industry. Many studies conduct risk management by controlling construction risk indicators, but few studies associate risk indicators with time and space to propose long-term risk management methods. Therefore, this study proposes a dynamic analysis and visual tracking method based on behavior-based safety (BBS). This study establishes a BBS observation checklist and records workers’ unsafe behavior. The risk level of unsafe behavior is then determined by grey clustering model. When a high risk occurs, an improved grey correlation model is used to track key indicators that affect risk. In order to achieve visual risk management, this study develops semantic logic to predefine the relationship between components and space. In schedule simulation of BIM, the key indicators of BBS are transformed into an executable visual inspection between work items, components, and space through ARC. This method makes it easier for construction managers to combine time and space to manage safety risk and to adopt appropriate strategies in a timely manner to improve the efficiency of safety management.
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References
Ai, X., Hu, Y., and Chen, G. (2014). “A systematic approach to identify the hierarchical structure of accident factors with grey relations.” Safety Science, Elsevier, Vol. 63, pp. 83–93, DOI: https://doi.org/10.1016/j.ssci.2013.11.001.
Becerik-Gerber, B., Jazizadeh, F., Li, N., and Calis, G. (2012). “Application areas and data requirements for BIM-enabled facilities management.” Journal of Construction Engineering and Management, ASCE, Vol. 138, No. 3, pp. 431–442, DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0000433.
Chan, J. W. K. and Tong, T. K. L. (2007). “Multi-criteria material selections and end-of-life product strategy: Grey relational analysis approach.” Materials & Design, Scientific and Technical Press, Vol. 28, No. 5, pp. 1539–1546, DOI: 1016/j.matdes.2006.02.016.
Choudhry, R. M. (2014). “Behavior-based safety on construction sites: A case study.” Accident Analysis & Prevention, Elsevier, Vol. 70, pp. 14–23, DOI: https://doi.org/10.1016/j.aap.2014.03.007.
Cox, S., Jones, B., and Rycraft, H. (2004). “Behavioural approaches to safety management within UK reactor plants.” Safety Science, Elsevier, Vol. 42, No. 9, pp. 825–839, DOI: https://doi.org/10.1016/j.ssci.2004.03.002.
Deng, J. L. (1982). “Control problems of grey systems.” Systems & Control Letters, Elsevier, Vol. 1, No. 5, pp. 288–294.
Eastman, C., Lee, J. M., Jeong, Y. S., and Lee, J. K. (2009). “Automatic rule-based checking of building designs.” Automation in Construction, Elsevier, Vol. 18, No. 8, pp. 1011–1033, DOI: https://doi.org/10.1016/j.autcon.2009.07.002.
Forsythe, P. (2014). “Proactive construction safety systems and the human factor.” Proc. of the Institution of Civil Engineers-Management, Procurement and Law, ICE Publishing, Vol. 167, No. 5, pp. 242–252, DOI: https://doi.org/10.1680/mpal.13.00055.
Goldenhar, L. M., Williams, L. J., and Swanson, N. G. (2003). “Modelling relationships between job stressors and injury and near-miss outcomes for construction labourers.” Work & Stress, Taylor & Francis, Vol. 17, No. 3, pp. 218–240, DOI: https://doi.org/10.1080/02678370310001616144.
Geller, E. S. (2001a). Working safe: How to help people actively care for health and safety, CRC Press, Boca Raton, DOI: https://doi.org/10.1201/9781315273983.
Geller, E. S. (2001b). “Sustaining participation in a safety improvement process: Ten relevant principles from behavioral science.” Professional Safety, Des Plaines, Vol. 46, No. 9, pp. 24–29.
Guo, B. H. W., Goh, Y. M., and Wong, K. L. X. (2018). “A system dynamics view of a behavior-based safety program in the construction industry.” Safety Science, Elsevier, Vol. 104, pp. 202–215, DOI: https://doi.org/10.1016/j.ssci.2018.01.014.
Hollnagel, E. (1993). Human reliability analysis: Context and control, Academic Press, London, UK.
Ji, Y. and Leite, F. (2018). “Automated tower crane planning: Leveraging 4-dimensional BIM and rule-based checking.” Automation in Construction, Elsevier, Vol. 93, pp. 78–90, DOI: https://doi.org/10.1016/j.autcon.2018.05.003.
Kaila, H. (2006). “Behaviour based safety in organizations.” Indian Journal of Occupational and Environmental Medicine, Medknow Publications, Vol. 10, No. 3, pp. 102–106, DOI: https://doi.org/10.4103/0019-5278.29568.
Li, H., Lu, M., Hsu, S. C., Grey, M., and Huang, T. (2015). “Proactive behavior-based safety management for construction safety improvement.” Safety Science, Elsevier, Vol. 75, pp. 107–117, DOI: https://doi.org/10.1016/j.ssci.2015.01.013.
Li, T. Z. and Yang, X. I. (2018). “Risk assessment model for water and mud inrush in deep and long tunnels based on normal grey cloud clustering method.” KSCE Journal of Civil Engineering, KSCE, Vol. 22, No. 5, pp. 1991–2001, DOI: https://doi.org/10.1007/s12205-017-0553-6.
Li, M., Yu, H., Jin, H., and Liu, P. (2018). “Methodologies of safety risk control for China’s metro construction based on BIM.” Safety Science, Elsevier, Vol. 110, pp. 418–426, DOI: https://doi.org/10.1016/j.ssci.2018.03.026.
Lin, Y. H., Lee, P. C., and Ting, H. I. (2008). “Dynamic multi-attribute decision making model with grey number evaluations.” Expert Systems with Applications, Elsevier, Vol. 35, No. 4, pp. 1638–1644, DOI: https://doi.org/10.1016/j.eswa.2007.08.064.
Lin, S. L. and Wu, S. J. (2011). “Is grey relational analysis superior to the conventional techniques in predicting financial crisis?” Expert Systems with Applications, Elsevier, Vol. 38, No. 5, pp. 5119–5124, DOI: https://doi.org/10.1016/j.eswa.2010.09.139.
Liu, Y. J., Mao, S. J., Li, M., and Yao, J. M. (2007). “Study of a comprehensive assessment method for coal mine safety based on a hierarchical grey analysis.” Journal of China University of Mining and Technology, Elsevier, Vol. 17, No. 1, pp. 6–10, DOI: https://doi.org/10.1016/S1006-1266(07)60002-9.
Liu, K., Shen, X., Tan, Z., and Guo, W. (2012). “Grey clustering analysis method for overseas energy project investment risk decision.” Systems Engineering Procedia, Elsevier, Vol. 3, pp. 55–62, DOI: https://doi.org/10.1016/j.sepro.2011.11.008.
Olson, R. and Austin, J. (2001). “A behavior-based study of bus drivers.” Professional Safety, ASCE, Vol. 46, No. 11, pp. 20–25.
Park, C. S. and Kim, H. J. (2013). “A framework for construction safety management and visualization system.” Automation in Construction, Elsevier, Vol. 33, pp. 95–103, DOI: https://doi.org/10.1016/j.autcon.2012.09.012.
Shim, C. S., Lee, K. M., Kang, L. S., Hwang, J., and Kim, Y. (2012). “Three-dimensional information model-based bridge engineering in Korea.” Structural Engineering International, Taylor & Francis, Vol. 22, No. 1, pp. 8–13, DOI: https://doi.org/10.2749/101686612X13216060212834.
Sinelnikov, S., Inouye, J., and Kerper, S. (2015). “Using leading indicators to measure occupational health and safety performance.” Safety Science, Elsevier, Vol. 72, pp. 240–248, DOI: https://doi.org/10.1016/j.ssci.2014.09.010.
Yang, F., Qian, X., and Huang, P. (2012). “Fire Safety assessment of underground buildings based on grey relational analysis.” Procedia Engineering, Elsevier, Vol. 45, pp. 89–95, DOI: https://doi.org/10.1016/j.proeng.2012.08.126.
Yeow, P. H. P. and Goomas, D. T. (2014). “Outcome-and-behavior-based safety incentive program to reduce accidents: A case study of a fluid manufacturing plant.” Safety Science, Elsevier, Vol. 70, pp. 429–437, DOI: https://doi.org/10.1016/j.ssci.2014.07.016.
Zhang, M. and Fang, D. (2013). “A continuous behavior-based safety strategy for persistent safety improvement in construction industry.” Automation in Construction, Elsevier, Vol. 34, pp. 101–107, DOI: https://doi.org/10.1016/j.autcon.2012.10.019.
Zhang, P., Li, N., Fang, D., and Wu, H. (2017). “Supervisor-focused behavior-based safety method for the construction industry: Case study in Hong Kong.” Journal of Construction Engineering and Management, ASCE, Vol. 143, No. 7, p. 05017009, DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0001294.
Zhang, S., Teizer, J., Lee, J. K., Eastman, C. M., and Venugopal, M. (2013). “Building information modeling (BIM) and safety: Automatic safety checking of construction models and schedules.” Automation in Construction, Elsevier, Vol. 29, pp. 183–195, DOI: https://doi.org/10.1016/j.autcon.2012.05.006.
Zheng, G., Jing, Y., Huang, H., and Gao, Y. (2010). “Application of improved grey relational projection method to evaluate sustainable building envelope performance.” Applied Energy, Elsevier, Vol. 87, No. 2, pp. 710–720, DOI: https://doi.org/10.1016/j.apenergy.2009.08.020.
Zhou, W., Whyte, J., and Sacks, R. (2012). “Construction safety and digital design: A review.” Automation in Construction, Elsevier, Vol. 22, pp. 102–111, DOI: https://doi.org/10.1016/j.autcon.2011.07.005.
Zou, Y., Kiviniemi, A., and Jones, S. W. (2017). “A review of risk management through BIM and BIM-related technologies.” Safety Science, Elsevier, Vol. 97, pp. 88–98, DOI: https://doi.org/10.1016/j.ssci.2015.12.027.
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Lee, PC., Wei, J., Ting, HI. et al. Dynamic Analysis of Construction Safety Risk and Visual Tracking of Key Factors based on Behavior-based Safety and Building Information Modeling. KSCE J Civ Eng 23, 4155–4167 (2019). https://doi.org/10.1007/s12205-019-0283-z
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DOI: https://doi.org/10.1007/s12205-019-0283-z