Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments

被引:8
|
作者
Xia, Yuanpu [1 ]
Xiong, Ziming [1 ,2 ]
Wen, Zhu [1 ,2 ]
Lu, Hao [1 ]
Dong, Xin [1 ]
机构
[1] Army Engn Univ PLA, State Key Lab Disaster Prevent & Mitigat Explos &, Nanjing 210007, Jiangsu, Peoples R China
[2] Nanjing Univ Sci & Technol, Sch Mech Engn, Nanjing 210094, Jiangsu, Peoples R China
关键词
uncertainty; risk control; decision-making; tunnel engineering; entropy; SENSITIVITY-ANALYSIS; EXPECTED UTILITY; KARST TUNNELS; MODEL; INRUSH; WATER;
D O I
10.3390/e20070503
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Uncertainty is one of the main sources of risk of geological hazards in tunnel engineering. Uncertainty information not only affects the accuracy of evaluation results, but also affects the reliability of decision-making schemes. Therefore, it is necessary to evaluate and control the impact of uncertainty on risk. In this study, the problems in the existing entropy-hazard model such as inefficient decision-making and failure of decision-making are analysed, and an improved uncertainty evaluation and control process are proposed. Then the tolerance cost, the key factor in the decision-making model, is also discussed. It is considered that the amount of change in risk value (<) can better reflect the psychological behaviour of decision-makers. Thirdly, common multi-attribute decision-making models, such as the expected utility-entropy model, are analysed, and then the viewpoint of different types of decision-making issues that require different decision methods is proposed. The well-known Allais paradox is explained by the proposed methods. Finally, the engineering application results show that the uncertainty control idea proposed here is accurate and effective. This research indicates a direction for further research into uncertainty, and risk control, issues affecting underground engineering works.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Iris recognition: An entropy-based coding strategy robust to noisy imaging environments
    Proenca, Hugo
    Alexandre, Luis A.
    ADVANCES IN VISUAL COMPUTING, PT I, 2007, 4841 : 621 - 632
  • [32] Minimum Entropy-Based Cascade Control for Governing Hydroelectric Turbines
    Ren, Mifeng
    Wu, Di
    Zhang, Jianhua
    Jiang, Man
    ENTROPY, 2014, 16 (06) : 3136 - 3148
  • [33] Entropy/cross entropy-based group decision making under intuitionistic fuzzy environment
    Xia, Meimei
    Xu, Zeshui
    INFORMATION FUSION, 2012, 13 (01) : 31 - 47
  • [34] Entropy-based Adaptive Range Parameter Control for Evolutionary Algorithms
    Aleti, Aldeida
    Moser, Irene
    GECCO'13: PROCEEDINGS OF THE 2013 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2013, : 1501 - 1508
  • [35] Constrained Entropy-Based Temperature Control of Waste Heat Systems
    Zhang, Jianhua
    Ren, Mifeng
    Yue, Hong
    PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 1992 - 1998
  • [36] An Experimental Investigation of the Risk of Triggering Geological Disasters by Injection under Shear Stress
    Yixin Liu
    Jiang Xu
    Shoujian Peng
    Scientific Reports, 6
  • [37] The Power System Risk Assessment under Rainfall Weather and Subsequent Geological Disasters
    Deng, Chuang
    Liu, Youbo
    Tan, Yangyang
    Liu, Junyong
    2016 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2016,
  • [38] An Experimental Investigation of the Risk of Triggering Geological Disasters by Injection under Shear Stress
    Liu, Yixin
    Xu, Jiang
    Peng, Shoujian
    SCIENTIFIC REPORTS, 2016, 6
  • [39] An Entropy-Based Cross-Efficiency under Variable Returns to Scale
    Su, Chun-Hsiung
    Lu, Tim
    ENTROPY, 2019, 21 (12)
  • [40] Development of entropy-based model for pollution risk assessment of hydrogeological system
    Mondal, N. C.
    Adike, S.
    Ahmed, S.
    ARABIAN JOURNAL OF GEOSCIENCES, 2018, 11 (14)