Risk Assessment of Tunnel Construction Based on Improved Cloud Model

被引:30
|
作者
Lin, C. J. [1 ]
Zhang, M. [1 ]
Li, L. P. [2 ]
Zhou, Z. Q. [2 ,3 ,4 ,5 ]
Liu, S. [1 ]
Liu, C. [1 ]
Li, T. [1 ]
机构
[1] Shandong Univ, Geotech & Struct Engn Res Ctr, Jinnan 250061, Peoples R China
[2] Shandong Univ, Sch Qilu Transportat, Jinnan 250061, Peoples R China
[3] Shandong Univ Sci & Technol, State Key Lab Min Disaster Prevent & Control Cofo, Qingdao 266590, Peoples R China
[4] Shandong Univ Sci & Technol, Minist Sci & Technol, Qingdao 266590, Peoples R China
[5] Yangtze River Sci Res Inst, Minist Water Resources, Key Lab Geotech Mech & Engn, Wuhan 430010, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Improved cloud model; Risk assessment of tunnel construction; Risk index system; Reverse cloud generator; Forward cloud generator; WATER INRUSH; FUZZY;
D O I
10.1061/(ASCE)CF.1943-5509.0001421
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Objective and scientific risk assessment is of great significance for tunnel construction. The intrinsic link between risk level and influencing factors are poorly understood, and our ability to assess the risks of tunnel construction remains limited. In this study, we improved the normal cloud model to combine fuzziness and randomness into risk assessment to make the result more accurate. First, we constructed the risk index system for tunnel construction; second, we calculated the weight of the risk index by using the AHP method. Then we determined the improved cloud model eigenvalue through investigation and analysis and put the risk index data into a forward cloud generator to obtain the fuzzy comprehensive evaluation matrix. Following this, we combined weights with the matrix to receive the membership degree of different risk levels. Finally, the final risk level was obtained by analyzing the purposely designed membership radar chart. We applied this assessment model to evaluate the construction risk of the Tiger Mountain tunnel in section ZK3+280-ZK3+300. The study shows that the improved cloud model delivers a more scientific and reasonable risk assessment by using the fuzzy random theory, which introduces a new concept for risk assessment in tunnel construction. (c) 2020 American Society of Civil Engineers.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] A Risk Assessment Method for Metro Shield Tunnel Construction Based on Interval Number
    Yeqin Zhang
    Jiaming Zhang
    Hailin Guo
    Yang Zhou
    Guofu Ma
    Cong Wang
    [J]. Geotechnical and Geological Engineering, 2020, 38 : 4793 - 4809
  • [42] Disaster Risk Evaluation of Superlong Highways Tunnel Based on the Cloud and AHP Model
    Li, Zhi
    Meng, Xianqing
    Liu, Dunwen
    Tang, Yu
    Chen, Tan
    [J]. ADVANCES IN CIVIL ENGINEERING, 2022, 2022
  • [43] Safety risk assessment model of a subway tunnel collapse system based on improved DOW-FFTA method
    Li, Wen
    Lu, Xuesong
    Wu, Menglong
    [J]. INTERNATIONAL JOURNAL OF LOW-CARBON TECHNOLOGIES, 2024, 19 : 171 - 184
  • [44] Risk assessment of water inrush in tunnel through water-rich fault based on AHP-Cloud model
    Peng, Yaxiong
    Wu, Li
    Zuo, Qingjun
    Chen, Chunhui
    Hao, Yong
    [J]. GEOMATICS NATURAL HAZARDS & RISK, 2020, 11 (01) : 301 - 317
  • [45] Research and Application of Dynamic Risk Assessment Model for Tunnel Construction of Thin Layered Rock
    Hou, Yao
    [J]. 2013 FOURTH INTERNATIONAL CONFERENCE ON DIGITAL MANUFACTURING AND AUTOMATION (ICDMA), 2013, : 1001 - 1004
  • [46] Air Combat Situation Assessment Based on Improved Cloud Model Theory
    Ji, Huiming
    Han, Qisong
    Li, Xuyu
    You, Hanghang
    Ye, Zelong
    [J]. PROCEEDINGS OF 2019 IEEE 8TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC 2019), 2019, : 754 - 758
  • [47] Safety Risk Assessment of Overturning Construction of Towering Structure Based on Cloud Matter-Element Coupled Model
    Sang, Yingxue
    Han, Fengxia
    Liu, Qing
    Qiao, Liang
    Wang, Shouxi
    [J]. CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2023, 136 (02): : 1973 - 1998
  • [48] Risk Assessment Method for Cable System Construction of Long-Span Suspension Bridge Based on Cloud Model
    Lu, Zhifang
    Wei, Chaofan
    Liu, Muyu
    Deng, Xiaoguang
    [J]. ADVANCES IN CIVIL ENGINEERING, 2019, 2019
  • [49] Risk Assessment for Power Failure Interruption Based on Cloud Model
    Lin, Yuliang
    [J]. 2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 3360 - 3364
  • [50] A failure mode and risk assessment method based on cloud model
    Xinlong Li
    Yan Ran
    Genbao Zhang
    Yan He
    [J]. Journal of Intelligent Manufacturing, 2020, 31 : 1339 - 1352