|本期目录/Table of Contents|

[1]吴波,农宇,蒙国往,等.基于FBN地铁深基坑施工渗漏风险评估模型及应用*[J].中国安全生产科学技术,2022,18(5):178-185.[doi:10.11731/j.issn.1673-193x.2022.05.027]
　WU Bo,NONG Yu,MENG Guowang,et al.Risk assessment model of leakage in deep foundation pit construction of subway based on FBN and its application[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2022,18(5):178-185.[doi:10.11731/j.issn.1673-193x.2022.05.027]
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基于FBN地铁深基坑施工渗漏风险评估模型及应用*
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
18
期数:
2022年5期
页码:
178-185
栏目:
职业安全卫生管理与技术
出版日期:
2022-05-31

文章信息/Info

Title:
Risk assessment model of leakage in deep foundation pit construction of subway based on FBN and its application
文章编号:
1673-193X(2022)-05-0178-08
作者:
吴波; 农宇; 蒙国往; 丘伟兴; 黄惟
（1.广西大学 土木建筑工程学院，广西 南宁 530004；
2.东华理工大学 土木与建筑工程学院，江西 南昌 330032；
3.广州城建职业学院 建筑工程学院，广东 广州 510925）
Author(s):
WU Bo;  NONG Yu;  MENG Guowang;  QIU Weixing;  HUANG Wei
(1.College of Civil Engineering and Architecture,Guangxi University,Nanning Guangxi 530004,China;
2.College of Civil Engineering and Architecture,Donghua University of Technology,Nanchang Jiangxi 330032,China;
3.School of Architectural Engineering
关键词:
模糊集理论; 贝叶斯网络; 地铁深基坑; 风险分析
Keywords:
fuzzy set theory;  Bayesian network;  subway deep foundation pit;  risk analysis
分类号:
X947；U121
DOI:
10.11731/j.issn.1673-193x.2022.05.027
文献标志码:
A
摘要:
为了解决由于地铁深基坑施工风险因素不确定性和基坑工程事故资料缺失导致传统风险分析方法不再满足实际需要的问题。探讨模糊集理论(FST)和贝叶斯网络(BN)的结合，介绍1种专家置信度指标，建立地铁深基坑渗漏风险评估指标体系，得到基于模糊贝叶斯网络(FBN)地铁深基坑施工渗漏风险评估模型。研究结果表明：将该方法应用于广州地铁十三号线某车站深基坑施工渗漏风险评估中，结果符合施工实际，接缝密封质量差等风险因素需加以措施控制，该方法可为后续施工风险评估提供实时支持。
Abstract:
In order to solve the problem that the traditional risk analysis method no longer meets the actual needs due to the uncertainty of the risk factors of the subway deep foundation pit construction and the lack of accident data of the foundation pit construction,this paper discussed the combination of Fuzzy Set Theory (FST) and Bayesian Network(BN),and introduced an expert confidence index,an index system of leakage risk assessment for the deep foundation pit of subway was established,and a leakage risk assessment model for the deep foundation pit,which was proposed based on Fuzzy Bayesian Network(FBN).This method has applied to evaluate the construction leakage risk of a foundation pit which is a Station of Guangzhou Metro Line 13.The results show that the method was consistent with construction practice,and the risk factors such as poor sealing quality need to be controlled,this method could provide real-time support for subsequent construction risk assessment.

参考文献/References:

［1］张旷成,李继民.杭州地铁湘湖站“08.11.15”基坑坍塌事故分析［J］.岩土工程学报,2010,32(S1):338-342. ZHANG Kuangcheng,LI Jimin.Accident analysis for“08.11.15”foundation pit collapse of Xianghu station of Hangzhou metro ［J］.Chinese Journal of Geotechnical Engineering.2010,32(S1):338-342.
［2］钱七虎,戎晓力.中国地下工程安全风险管理的现状、问题及相关建议［J］.岩石力学与工程学报,2008(4):649-655. QIAN Qihu,RONG Xiaoli.State,issuesandrelevant recommendationsfor security risk management of China′s underground engineering ［J］.Chinese Journal of Rock Mechanics and Engineering,2008(4):649-655.
［3］张毅军,戎晓力,钱七虎,等.TOPSIS方法在地铁施工风险分析中的应用［J］.地下空间与工程学报,2010,6(4):856-860. ZHANG Yijun,RONG Xiaoli,QIAN Qihu,et al.Application of TOPSISM method in analyzing the subway engineering risk［J］.Chinese Journal of Underground Spaceand Engineering，2010,6(4):856-860.
［4］刘波,王凯强,黄冕,等.地铁深基坑工程风险模糊层次分析研究［J］.地下空间与工程学报,2015,11(S1):257-264. LIU Bo,WANG Kaiqiang,HUANG Mian,et al.Research on fuzzy hierarchical risk assessment ofmetro deep excavation pit ［J］.Chinese Journal of Underground Spaceand Engineering，2015,11(S1):257-264.
［5］周红波,姚浩,卢剑华.上海某轨道交通深基坑工程施工风险评估［J］.岩土工程学报,2006(S1):1902-1906. ZHOU Hongbo,YAO Hao,LU Jianhua.Construction risk assessment on deep foundation pits of a metro line in Shanghai［J］.Chinese Journal of Geotechnical Engineering,2006(S1):1902-1906.
［6］ZHANG L,WU X,SKIBNIEWSKI M J,et al.Bayesian-network-based safety risk analysis in construction projects［J］.Reliability Engineering & System Safety,2014,131:29-39.
［7］HANSS M.On the implementation of fuzzy arithmetical operations for engineering problems ［C］//IEEE,Germany:Institute A of MechanicsUniversity of Stuttgart,1999:462-466.
［8］CHAPMAN R J.The effectiveness of working group risk identification andassessment techniques.［J］.International Journal of Project Management,1998,16(6):333-343.
［9］周红波,蔡来炳,高文杰.城市轨道交通车站基坑事故统计分析［J］.水文地质工程地质,2009,36(2):67-71. ZHOU Hongbo,CAI Laibing,GAO Wenjie.Statistical analysis of foundation pit accidents in urban rail transit stations［J］.Hydrogeology Engineering Geology,2009,36(2):67-71.
［10］中华人民共和国住房和城乡建设部.城市轨道交通地下工程建设风险管理规范：GB 50652—2011［S］.北京:中国建筑工业出版社,2011.
［11］M.K M.Fuzzy set theory［C］//The concept of fuzzy sets:2015 XVIII International Conference on Soft Computing and Measurements (SCM),California:University of California,Berkeley,2015:19-21.
［12］ABBASBANDY S,HAJJARI T.Weighted trapezoidal approximation-preserving cores of a fuzzy number［J］.Computers & Mathematics with Applications,2010,59(9):3066-3077.
［13］LI P C,CHEN G H,DAI L C,et al.A fuzzy Bayesian network approach to improve the quantification of organizational influences in HRA frameworks［J］.Safety Science,2012,50(7):1569-1583.
［14］HALLIWELL J,SHEN Q.Linguistic probabilities:theory and application［J］.Soft Computing,2009,13(2):169-183.
［15］WANG Z Z,CHEN C.Fuzzy comprehensive Bayesian network-based safety risk assessment for metro construction projects［J］.Tunnelling and Underground Space Technology,2017,11(70):330-342.
［16］DETYNIECKI M,YAGER R R.Ranking fuzzy numbers using-weighted valuations［J］.International Journal of Uncertainty,Fuzziness and Knowlege-Based Systems,2000,5(8):573-591.

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备注/Memo

备注/Memo:
收稿日期： 2021-07-17
* 基金项目： 国家自然科学基金项目(51478118,51678164)；广西自然科学基金项目（2018GXNSFDA138009）；广西科技计划项目（桂科AD18126011）；广西特聘专家专项资金项目（20161103）
作者简介： 吴波，博士，教授，主要研究方向为隧道与地下工程。
通信作者： 农宇，硕士研究生，主要研究方向为隧道与地下工程。
更新日期/Last Update: 2022-06-15