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Dec 9, 2021

Safety Risk Assessment of Tower Crane Construction Based on Fuzzy Bayesian Network

Publication: ICCREM 2021

ABSTRACT

To reduce the safety accidents in using tower cranes, first, this paper identifies construction safety risk factors, risk events, safety accidents, and the causal relationship between them according to the tower crane safety accident reports, relevant specifications and documents, as well as on the basis of analyzing the safety hazard mechanism of tower crane construction operation; second, the causal relationship is transformed into Bayesian network structure, and comprehensive fuzzy set theory is introduced to process fuzzy information; third, combining these two methods, this paper proposes a quantitative security risk analysis method based on fuzzy Bayesian network. Finally, this paper takes a typical project which is in Wuhan as an example, and it shows that the evaluation results of the model are basically consistent with the actual project. In addition, results can provide references for systematic safety management of using tower cranes.

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REFERENCES

Ding, K., Hu, H., and Gao, Z. F. (2010). “Analysis of the risk involved factors and safety control of the tower crane.” Construction Technology, 30(19), 110–115. (in Chinese).
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Raviv, G., Shapira, A., and Fashbain, B. (2017). “AHP-based analysis of the risk potential of safety incidents: Cranes in the construction industry.” Safety Science, 91(1), 298–309.
Senol, Y. E., and Shin, B. (2015). “Fault tree analysis of chemical cargo contamination by using fuzzy approach.” Expert System with Applications, 42(12), 5232–5244.
Zhai, R., and Zhang, Y. N. (2016). “Construction safety risk evaluation system based on AHP and VPRS.”Journal of Civil Engineering and Management, 3(6), 19–25.
Zhang, Y. Y., Sun, L., and Liu, M. (2020a). “Improvement and application of fuzzy fault tree prediction algorithm.” China Safety Science Journal, 30(11), 156–161. (in Chinese).
Zhang, W., Zhang, X., Xue, N., and Zhao, T. S. (2020b). “Network model establishment and analysis of tower crane safety accident causes.” China Safety Science Journal, 30(12), 1–7. (in Chinese).
Zhao, T. S., Zhou, W., and Xu, K. (2018). “Thinking about tower crane safety from an angle of complex sociotechnical system.” China Safety Science Journal, 28(6), 153–159. (in Chinese).

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Go to ICCREM 2021
ICCREM 2021
Pages: 147 - 154

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Published online: Dec 9, 2021

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1Postgraduate, School of Civil Engineering and Architecture, Wuhan Univ. of Technology, Wuhan, China. Email: [email protected]
2Assistant Professor, School of Civil Engineering and Architecture, Wuhan Univ. of Technology, Wuhan, China. Email: [email protected]
3Postgraduate, School of Civil Engineering and Architecture, Wuhan Univ. of Technology, Wuhan, China. Email: [email protected]

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