Safety Risk Analysis for Prefabricated Building Hoisting Construction Based on STPA-BN
Publication: ICCREM 2021
ABSTRACT
To effectively evaluate the safety risk status in the hoisting construction of prefabricated buildings and identify key risk factors, first, the System Theoretic Process Analysis (STPA) is applied to construct the control feedback structure in the hoisting construction, identify the unsafe control behaviors that lead to danger, and determine the cause factors of the unsafe control behaviors. Then, the forward causal inference of Bayesian network is used to calculate the state probability of safety risk in prefabricated building hoisting construction, and the risk factors affecting safety accidents are analyzed combined with reverse diagnostic inference. Finally, the sensitivity analysis is utilized to identify the key risk factors. The results show that the safety risk level of prefabricated building hoisting construction is in a low-risk state and inadequate onsite safety management is a key risk factor affecting safety risks of prefabricated building hoisting construction.
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REFERENCES
Aminbakhsh, S., Gunduz, M., and Sonmez, R. (2013). “Safety risk assessment using analytic hierarchy process (AHP) during planning and budgeting of construction projects.” Journal of Safety Research, 46, 99–105.
Chang, C., Yang, S., and Luo, J. (2015). “Construction safety evaluation for prefabricated concrete-constructions based on attribute mathematics.” 5th International Conference on Information Engineering for Mechanics and Materials, Beijing, China, 56–74.
Chen, W., Fu, J., and Xiong, F. G. (2016). “Grey clustering evaluation model for construction safety of fabricated building project.” China Safety Science Journal, 26(11), 70–75. (in Chinese).
Duan, Y. H., Zhou, S. Y., and Wang, X. (2020). “Safety risks and strategies of prefabricated construction based on SEM.” Journal of Civil Engineering and Management, 37(2), 70–75+121. (in Chinese).
Gao, X., Chen, L. Y., and Pi, Z. J. (2019). “Construction risk control mechanism for prefabricated concrete structure.” Journal of Tongji University (Natural Science Edition), 47(11), 1676–1682. (in Chinese).
Leveson, N. (2011). Engineering a safer world: systems thinking applied to safety, MIT Press, Boston.
Liang, M., Xu, X. H., and Zou, S. F. (2013). “Air traffic control human factors safety risk analysis based on fuzzy Bayesian network and Shello model.” Chinese Safety Science Journal, 23(11), 126–31. (in Chinese).
Qin, N., Ma, L., and Huang, R. (2019). “Safety analysis for submarine torpedo launch control system based on STPA.” System Engineering-Theory & Practice, 39(12), 3208–16. (in Chinese).
Raviv, G., Shapira, A., and Fishbain, B. (2017). “AHP-based analysis of the risk potential of safety incidents: case study of cranes in the construction industry.” Safety Science, 91, 298–309.
Shen, L., Tang, Y. W., and Mou, Y. (2019). “Safety assessment of component hoisting for prefabricated residence based on Cloud-BN model.” Chinese Safety Science Journal, 29(10), 147–153. (in Chinese).
Wang, J. N., Li, B. S., and Ji, S. S. (2019). “Study on human error in AIDC transfer based on STPA and fuzzy BN.” China Safety Science Journal, 29(9), 27–35. (in Chinese).
Wu, X. G., Ding, B. J., and Zhang, L. M. (2014). “Research on risk management of subway construction based on Bayesian networks.” Chinese Safety Science Journal, 24(1), 84–89. (in Chinese).
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© 2021 American Society of Civil Engineers.
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Published online: Dec 9, 2021
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