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Flow-based seismic risk assessment of a water transmission network employing probabilistic seismic hazard analysis

Author

Listed:
  • Sungsik Yoon

    (Korea Advanced Institute of Science and Technology)

  • Young-Joo Lee

    (Ulsan National Institute of Science and Technology)

  • Hyung-Jo Jung

    (Korea Advanced Institute of Science and Technology)

Abstract

In this study, a seismic risk assessment model was proposed to evaluate the seismic reliability of a water transmission network. The proposed risk assessment model involves earthquake generation and hydraulic analysis modules. To consider a comprehensive approach, the numerical simulation strategy includes probabilistic seismic hazard analysis, buried pipeline deterioration, numerical modeling of network facilities, and the interdependency between pumping plant and substation. For this purpose, a flow-based MATLAB code has been developed that enables iterative hydraulic analysis using EPANET software. For numerical simulation, the epicenter and earthquake magnitudes were determined based on probabilistic seismic hazard analysis, and a real water transmission network in South Korea was constructed. From the numerical results, two performance indicators (system serviceability and nodal serviceability) and four mean normal status ratios of facilities were adopted to evaluate the network performance. In addition, a component importance measure of facilities in a network system was calculated by introducing a reduction factor. The numerical results using the proposed flow-based model show that the system performance is affected by buried pipeline deterioration and network interdependency, as well as the location and magnitude of the input earthquake. It is thus concluded that the seismic risk assessment of a water transmission network should be performed using a model with a comprehensive approach.

Suggested Citation

  • Sungsik Yoon & Young-Joo Lee & Hyung-Jo Jung, 2021. "Flow-based seismic risk assessment of a water transmission network employing probabilistic seismic hazard analysis," 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. 105(2), pages 1231-1254, January.
    • Handle: RePEc:spr:nathaz:v:105:y:2021:i:2:d:10.1007_s11069-020-04352-7
    DOI: 10.1007/s11069-020-04352-7
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    References listed on IDEAS

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    1. Yan Shi & Shumiao Jin & Klaus Seeland, 2015. "Modeling business interruption impacts due to disrupted highway network of Shifang by the Wenchuan earthquake," 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. 75(2), pages 1731-1745, January.
    2. Vladimir Sokolov & Friedemann Wenzel, 2014. "On the modeling of ground-motion field for assessment of multiple-location hazard, damage, and loss: example of estimation of electric network performance during scenario earthquake," 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. 74(3), pages 1555-1575, December.
    3. A. Golara, 2014. "Erratum to: Probabilistic seismic hazard analysis of interconnected infrastructure: a case of Iranian high-pressure gas supply system," 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. 73(2), pages 1141-1142, September.
    4. Mario A. Salgado-Gálvez & Daniela Zuloaga & Sebastian Henao & Gabriel A. Bernal & Omar-Darío Cardona, 2018. "Probabilistic assessment of annual repair rates in pipelines and of direct economic losses in water and sewage networks: application to Manizales, Colombia," 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. 93(1), pages 5-24, September.
    5. Adachi, Takao & Ellingwood, Bruce R., 2008. "Serviceability of earthquake-damaged water systems: Effects of electrical power availability and power backup systems on system vulnerability," Reliability Engineering and System Safety, Elsevier, vol. 93(1), pages 78-88.
    6. Suwan Park & Chang Choi & Jeong Kim & Cheol Bae, 2010. "Evaluating the Economic Residual Life of Water Pipes Using the Proportional Hazards Model," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(12), pages 3195-3217, September.
    7. Nisrine Makhoul & Christopher Navarro & Jong Lee, 2018. "Earthquake damage estimations of Byblos potable water network," 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. 93(2), pages 627-659, September.
    8. A. Golara, 2014. "Probabilistic seismic hazard analysis of interconnected infrastructure: a case of Iranian high-pressure gas supply system," 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. 73(2), pages 567-577, September.
    9. Kang, Won-Hee & Song, Junho & Gardoni, Paolo, 2008. "Matrix-based system reliability method and applications to bridge networks," Reliability Engineering and System Safety, Elsevier, vol. 93(11), pages 1584-1593.
    10. Wang, Yu & Au, Siu-Kui, 2009. "Spatial distribution of water supply reliability and critical links of water supply to crucial water consumers under an earthquake," Reliability Engineering and System Safety, Elsevier, vol. 94(2), pages 534-541.
    11. Won-Hee Kang & Young-Joo Lee & Chunwei Zhang, 2017. "Computer-Aided Analysis of Flow in Water Pipe Networks after a Seismic Event," Mathematical Problems in Engineering, Hindawi, vol. 2017, pages 1-14, March.
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