Vulnerability analysis of super high-rise building security system based on Bayesian network and digital twin technology

被引:3
|
作者
Hu, Jinming [1 ]
Hu, Xiaofeng [1 ,2 ,3 ]
Kong, Feng [4 ]
Wu, Huanggang [5 ]
机构
[1] Peoples Publ Secur Univ China, Sch Informat Technol & Cyber Secur, Beijing 100038, Peoples R China
[2] Minist Publ Secur, Key Lab Secur Technol & Risk Assessment, Beijing 102623, Peoples R China
[3] Peoples Publ Secur Univ China, Ctr Capital Social Safety, Beijing 100038, Peoples R China
[4] Uino Technol Co Ltd, Beijing 100102, Peoples R China
[5] Peoples Publ Secur Univ China, Sch Int Police Studies, Beijing 100038, Peoples R China
基金
中国国家自然科学基金;
关键词
Bayesian network; Vulnerability analysis; Super high-rise building; Security system; Digital twin; RISK-ASSESSMENT;
D O I
10.1016/j.psep.2024.05.047
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Recent years have seen the increasing need to prevent illegal intrusions in super high-rise buildings. To improve the security system of super high-rise buildings by adding dynamic vulnerability assessments for illegal intrusion risks and rectification plan optimization capabilities, while also to increase its visualization level, a method utilizing digital twin technology and integrating Bayesian networks is proposed. To validate this method, a case study within a prominent super high-rise building in the Central Business District (CBD) of Beijing is conducted, in which the vulnerability analysis results have shown that among all the tertiary parent nodes, the coverage extent of the video surveillance system most significantly influences the vulnerability. By using the comprehensive blind spot analysis function of the established digital twin platform, thoughtful additions and angle adjustments of surveillance cameras have successfully increased the score of the security level from 84 to 90. This has proved that the method proposed in this study can provide decision support for the vulnerability assessment and improvement for the security system of super high-rise buildings.
引用
收藏
页码:1047 / 1061
页数:15
相关论文
共 50 条
  • [1] Bayesian model updating of super high-rise building for construction simulation
    Du, Ya-Nan
    Qin, Zhi-Chuan
    Guan, Cong-Cong
    Feng, De-Cheng
    Wu, Gang
    STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS, 2024, 33 (10):
  • [2] Elastoplastic Analysis and Performance Based Design of a Super High-rise Building
    Shen Xuelong
    Zhao Ying
    Lin Zhe
    FRONTIERS OF GREEN BUILDING, MATERIALS AND CIVIL ENGINEERING III, PTS 1-3, 2013, 368-370 : 1530 - 1534
  • [3] Fire Risk Factor Analysis of High-Rise Building Based on Bayesian Network and Fuzzy Fault Tree
    Dong, Penghui
    Wang, Sanming
    CONFERENCE PROCEEDINGS OF 2019 5TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS (ICCAR), 2019, : 599 - 603
  • [4] Digital Intelligent Management Platform for High-Rise Building Construction Based on BIM Technology
    Deng, Rui
    Li, Chun'e
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (12) : 1057 - 1067
  • [5] Dynamic Behavior of Super High-Rise Building: Deployment of Smart Monitoring System and Analysis
    Chen, Zengshun
    Zhou, Xiao
    Wang, Xu
    Zhao, Peng
    Hu, Jun
    JOURNAL OF STRUCTURAL ENGINEERING, 2020, 146 (04)
  • [6] Wind effect of a twin-tower super high-rise building with weak connection
    Zhang, Lele
    Cheng, Wentao
    Xie, Zhuangning
    STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS, 2018, 27 (15):
  • [7] System Identification Toward FEM Updating of a Super High-Rise Building
    Faravelli, L.
    Ubertini, F.
    Fuggini, C.
    STRUCTURAL HEALTH MONITORING 2010, 2010, : 1023 - 1030
  • [8] Performance-based seismic analysis on a super high-rise building with improved viscously damped outrigger system
    Lu, Zheng
    He, Xiangdong
    Zhou, Ying
    STRUCTURAL CONTROL & HEALTH MONITORING, 2018, 25 (08):
  • [9] Structural selection and design analysis of a super high-rise office building
    Zhang, Xiaomeng
    Liu, Wenting
    Li, Yongxin
    Yang, Songlin
    Liu, Xiang
    2020 4TH INTERNATIONAL WORKSHOP ON RENEWABLE ENERGY AND DEVELOPMENT (IWRED 2020), 2020, 510
  • [10] Fire Safety Analysis of Steel Structure in Super High-Rise Building
    Xu Yu
    Xu Zhisheng
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL. VIII, PTS A AND B, 2010, 8 : 616 - 622