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A network-of-networks percolation analysis of cascading failures in spatially co-located road-sewer infrastructure networks

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  • Dong, Shangjia
  • Wang, Haizhong
  • Mostafizi, Alireza
  • Song, Xuan

Abstract

This paper presents a network-of-networks analysis framework of interdependent critical infrastructure systems, with a focus on the co-located road-sewer network. The constructed interdependency considers two types of node dynamics: co-located and multiple-to-one dependency, with different robustness metrics based on their function logic. The objectives of this paper are twofold: (1) to characterize the impact of the interdependency on networks’ robustness performance, and (2) to unveil the critical percolation transition threshold of the interdependent road-sewer network. The results show that (1) road and sewer networks are mutually interdependent and are vulnerable to the cascading failures initiated by sewer system disruption; (2) the network robustness decreases as the number of initial failure sources increases in the localized failure scenarios, but the rate declines as the number of failures increase; and (3) the sewer network contains two types of links: zero exposure and severe exposure to liquefaction, and therefore, it leads to a two-phase percolation transition subject to the probabilistic liquefaction-induced failures. This indicates that tiered vulnerability of the liquefaction-prone links will result in multiple percolation transitions. The proposed framework provides a holistic approach to analyze the network robustness under different failure scenarios and can be extended to a larger interdependent system.

Suggested Citation

  • Dong, Shangjia & Wang, Haizhong & Mostafizi, Alireza & Song, Xuan, 2020. "A network-of-networks percolation analysis of cascading failures in spatially co-located road-sewer infrastructure networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 538(C).
  • Handle: RePEc:eee:phsmap:v:538:y:2020:i:c:s0378437119316814
    DOI: 10.1016/j.physa.2019.122971
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    as
    1. Wang, Jianwei & Jiang, Chen & Qian, Jianfei, 2014. "Robustness of interdependent networks with different link patterns against cascading failures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 393(C), pages 535-541.
    2. Tyra, Adam & Li, Jingtao & Shang, Yilun & Jiang, Shuo & Zhao, Yanjun & Xu, Shouhuai, 2017. "Robustness of non-interdependent and interdependent networks against dependent and adaptive attacks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 482(C), pages 713-727.
    3. Arif Mohaimin Sadri & Satish V. Ukkusuri & Seungyoon Lee & Rosalee Clawson & Daniel Aldrich & Megan Sapp Nelson & Justin Seipel & Daniel Kelly, 2018. "The role of social capital, personal networks, and emergency responders in post-disaster recovery and resilience: a study of rural communities in Indiana," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 90(3), pages 1377-1406, February.
    4. Zhang, Wenping & Xia, Yongxiang & Ouyang, Bo & Jiang, Lurong, 2015. "Effect of network size on robustness of interconnected networks under targeted attack," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 435(C), pages 80-88.
    5. Michael J. North, 2001. "Multi-Agent Social and Organizational Modeling of Electric Power and Natural Gas Markets," Computational and Mathematical Organization Theory, Springer, vol. 7(4), pages 331-337, December.
    6. Tian, Lixin & Huang, Yi & Dong, Gaogao & Du, Ruijin & Shi, Liu, 2014. "Robustness of interdependent and interconnected clustered networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 412(C), pages 120-126.
    7. Jean-Francois Castet & Joseph H Saleh, 2013. "Interdependent Multi-Layer Networks: Modeling and Survivability Analysis with Applications to Space-Based Networks," PLOS ONE, Public Library of Science, vol. 8(4), pages 1-13, April.
    8. An, Feng & Gao, Xiangyun & Guan, Jianhe & Huang, Shupei & Liu, Qian, 2017. "Modeling the interdependent network based on two-mode networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 483(C), pages 57-67.
    9. V. Rosato & L. Issacharoff & F. Tiriticco & S. Meloni & S. De Porcellinis & R. Setola, 2008. "Modelling interdependent infrastructures using interacting dynamical models," International Journal of Critical Infrastructures, Inderscience Enterprises Ltd, vol. 4(1/2), pages 63-79.
    10. Wang, Jianwei & Li, Yun & Zheng, Qiaofang, 2015. "Cascading load model in interdependent networks with coupled strength," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 430(C), pages 242-253.
    11. Alessandro Vespignani, 2010. "The fragility of interdependency," Nature, Nature, vol. 464(7291), pages 984-985, April.
    12. Burak Cavdaroglu & Erik Hammel & John Mitchell & Thomas Sharkey & William Wallace, 2013. "Integrating restoration and scheduling decisions for disrupted interdependent infrastructure systems," Annals of Operations Research, Springer, vol. 203(1), pages 279-294, March.
    13. Stippinger, Marcell & Kertész, János, 2014. "Enhancing resilience of interdependent networks by healing," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 416(C), pages 481-487.
    14. Tang, Liang & Jing, Ke & He, Jie & Stanley, H. Eugene, 2016. "Complex interdependent supply chain networks: Cascading failure and robustness," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 443(C), pages 58-69.
    15. Zachariadis, Theodoros & Poullikkas, Andreas, 2012. "The costs of power outages: A case study from Cyprus," Energy Policy, Elsevier, vol. 51(C), pages 630-641.
    16. Zhang, Pengcheng & Peeta, Srinivas, 2011. "A generalized modeling framework to analyze interdependencies among infrastructure systems," Transportation Research Part B: Methodological, Elsevier, vol. 45(3), pages 553-579, March.
    17. Jianwei Wang & Yuedan Wu & Yun Li, 2015. "Attack robustness of cascading load model in interdependent networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 26(03), pages 1-14.
    18. Sergey V. Buldyrev & Roni Parshani & Gerald Paul & H. Eugene Stanley & Shlomo Havlin, 2010. "Catastrophic cascade of failures in interdependent networks," Nature, Nature, vol. 464(7291), pages 1025-1028, April.
    19. Johansson, Jonas & Hassel, Henrik, 2010. "An approach for modelling interdependent infrastructures in the context of vulnerability analysis," Reliability Engineering and System Safety, Elsevier, vol. 95(12), pages 1335-1344.
    20. Wang, Fan & Tian, Lixin & Du, Ruijin & Dong, Gaogao, 2018. "The robustness of interdependent weighted networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 508(C), pages 675-680.
    21. La Rocca, Cristian E. & Stanley, H. Eugene & Braunstein, Lidia A., 2018. "Strategy for stopping failure cascades in interdependent networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 508(C), pages 577-583.
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