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题名An innovation construction site safety assessment solution based on the integration of Bayesian network and Analytical Hierarchy Process
作者
发表日期2022
会议名称The Eighth International SEEDS Conference 2022 (Sustainable Ecological Engineering and Design for Society)
来源出版物International Sustainable Ecological Engineering Design for Society (SEEDS) Conference 2022: Abstracts
页码84
会议日期31 August 2022 - 02 September 2022
会议地点Bristol, UK
摘要

The building construction industry is one of the industries with the highest accident rate and the highest number of fatalities among China's industries. Risk assessment plays an effective role in avoiding safety incidents and economic losses. Construction safety is also emphasized in the Sustainable Development Goals issued by United Nations. However, traditional methods have shortcomings in accident chain estimation, quantitative analysis, and handling with uncertainty. This paper proposes an innovative quantitative analysis method and the scoring standard to calculate the safety score on the construction site based on the Bayesian Network and Analytic Hierarchy Process solution. The most likely potential causes and the accident chain can be determined. Consequently, the contribution rate of each risk factor to the accident could be calculated and quantify the degree of harm of various risks. Through this method, the real-time safety score can be calculated by inputting current risk factors that happened on the construction site. The risk factors in the site change dynamically during the construction progress. This solution shall help rapidly generate the security score to guide the decision making of the safety control. The safety incident reports during the construction period in China will be utilized as the data source for training, simulation, and verification. In future research, this method will establish a safety score curve providing the resource allocation suggestions to ensure the risks are controlled within an acceptable range.

关键词Bayesian Network AHP Construction safety and Risk assessment
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语种英语English
文献类型会议摘要&总结
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/11990
专题个人在本单位外知识产出
作者单位
Department of Real Estate and Construction, Faculty of Architecture, University of Hong Kong, HKSAR, China
推荐引用方式
GB/T 7714
Xiao, Lizhao,Tang, Llewellyn C. M.,Wen, Ya. An innovation construction site safety assessment solution based on the integration of Bayesian network and Analytical Hierarchy Process. 2022.
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