Modeling cascading failure of interdependent critical infrastructure systems using HLA-based co-simulation

被引:22
作者
Wang, Fei [1 ]
Magoua, Joseph Jonathan [1 ]
Li, Nan [1 ,2 ]
机构
[1] Tsinghua Univ, Dept Construct Management, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Hang Lung Ctr Real Estate, Beijing 100084, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
Critical infrastructure system (CIS); Interdependency; Cascading failure; Co-simulation; High level architecture (HLA); POWER; RESILIENCE; EARTHQUAKE; DESIGN;
D O I
10.1016/j.autcon.2021.104008
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Cascading failure modeling in interdependent critical infrastructure systems (CISs) is an important but challenging work that lays the foundation for disaster impact assessment and recovery planning. However, despite the increasing volume of studies that examine cascading failure across interdependent CISs, the majority of modeling approaches proposed in prior studies do not capture the complex heterogeneous nature and behavior of the CISs under disaster, limiting the ability of these approaches to detailly model the cascading failure process. To address the above limitation, this study proposes a high level architecture (HLA)-based co-simulation approach to integrate heterogeneous domain-specific CIS models and model the cross-domain interdependencies and failure propagation processes. Moreover, the approach provides a novel solution for modeling the dynamic impact of disaster on CISs and analyze its impact on the cascading failure of interdependent CISs. A case study of two interdependent power and water systems was conducted, which demonstrated the efficacy of the proposed approach. The results showed that the model developed using the proposed approach could provide granular data of the state and heterogeneous behaviors of the systems, capture the dynamic evolution of disaster impact on system components, and reveal the paths and mechanisms of failure propagation within and across the systems. The proposed modeling approach can overcome the drawbacks in current interdependent CISs cascading failure models, and provide a foundation for resilience assessment of CISs.
引用
收藏
页数:21
相关论文
共 66 条
  • [1] Serviceability of earthquake-damaged water systems: Effects of electrical power availability and power backup systems on system vulnerability
    Adachi, Takao
    Ellingwood, Bruce R.
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2008, 93 (01) : 78 - 88
  • [2] Comparative Assessment of Civil Infrastructure Network Performance under Probabilistic and Scenario Earthquakes
    Adachi, Takao
    Ellingwood, Bruce R.
    [J]. JOURNAL OF INFRASTRUCTURE SYSTEMS, 2010, 16 (01) : 1 - 10
  • [3] Modeling interdependencies in infrastructure systems using multi-layered network flows
    Ahangar, Negin Enayaty
    Sullivan, Kelly M.
    Nurre, Sarah G.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2020, 117
  • [4] [Anonymous], 2007, Amendment of IEEE Std 802.15.4
  • [5] ATKINSON GM, 1995, B SEISMOL SOC AM, V85, P17
  • [6] A framework for an automated and integrated project monitoring and control system for steel fabrication projects
    Azimi, Reza
    Lee, SangHyun
    AbouRizk, Simaan M.
    Alvanchi, Amin
    [J]. AUTOMATION IN CONSTRUCTION, 2011, 20 (01) : 88 - 97
  • [7] DISTRIBUTED SIMULATION IN INDUSTRY - A SURVEY PART 3-THE HLA STANDARD IN INDUSTRY
    Boer, Csaba A.
    de Bruin, Arie
    Verbraeck, Alexander
    [J]. 2008 WINTER SIMULATION CONFERENCE, VOLS 1-5, 2008, : 1094 - +
  • [8] Borshchev Y., PARALLEL COMPUTING T
  • [9] Catastrophic cascade of failures in interdependent networks
    Buldyrev, Sergey V.
    Parshani, Roni
    Paul, Gerald
    Stanley, H. Eugene
    Havlin, Shlomo
    [J]. NATURE, 2010, 464 (7291) : 1025 - 1028
  • [10] Federated agent-based modeling and simulation approach to study interdependencies in IT critical infrastructures
    Casalicchio, Emiliano
    Galli, Emanuele
    Tucci, Salvatore
    [J]. DS-RT 2007: 11TH IEEE INTERNATIONAL SYMPOSIUM ON DISTRIBUTED SIMULATION AND REAL-TIME APPLICATIONS, PROCEEDINGS, 2007, : 182 - 189