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Multi-peril risk assessment for business downtime of industrial facilities

Author

Listed:
  • Saurabh Prabhu

    (American International Group)

  • Mohammad Javanbarg

    (American International Group)

  • Marc Lehmann

    (Catastrophe Management Solutions, Americal International Group)

  • Sez Atamturktur

    (The Pennsylvania State University)

Abstract

The losses incurred by industrial facilities following catastrophic events can be broadly broken down into property damage and business interruption due to the ensuing downtime. This article describes a generalized probabilistic methodology for estimating facility downtime under multi-hazard scenarios. Since the vulnerability of each components of an industrial facility varies with the types of hazard, it is beneficial to adopt a system-of-systems approach for analyzing such complex facilities under multiple interdependent hazards. In this approach, the complex layout of the facility is first broken down into its constituent components. The component vulnerabilities to different hazards are combined using Boolean logic, assuming their repair time as a common basis for defining damage states of the component. This combination results in multi-hazard fragility functions for each component of the system, which give the probability of damage under combined occurrence of multiple perils. The time to repair a component is expressed probabilistically using restoration functions. Using fault tree analysis, the components’ fragility functions and restoration functions are propagated to calculate system-level downtime. We demonstrate the methodology on a case-study power plant to estimate downtime risk under combined earthquake and tsunami hazard.

Suggested Citation

  • Saurabh Prabhu & Mohammad Javanbarg & Marc Lehmann & Sez Atamturktur, 2019. "Multi-peril risk assessment for business downtime of industrial facilities," 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. 97(3), pages 1327-1356, July.
  • Handle: RePEc:spr:nathaz:v:97:y:2019:i:3:d:10.1007_s11069-019-03711-3
    DOI: 10.1007/s11069-019-03711-3
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    1. Evgueni Kulikov & Alexander Rabinovich & Richard Thomson, 2005. "Estimation of Tsunami Risk for the Coasts of Peru and Northern Chile," 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. 35(2), pages 185-209, June.
    2. Joshua Macabuag & Tiziana Rossetto & Ioanna Ioannou & Anawat Suppasri & Daisuke Sugawara & Bruno Adriano & Fumihiko Imamura & Ian Eames & Shunichi Koshimura, 2016. "A proposed methodology for deriving tsunami fragility functions for buildings using optimum intensity measures," 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. 84(2), pages 1257-1285, November.
    3. Elisabeth Krausmann & Ana Cruz, 2013. "Impact of the 11 March 2011, Great East Japan earthquake and tsunami on the chemical industry," 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. 67(2), pages 811-828, June.
    4. Arnaud Mignan & Stefan Wiemer & Domenico Giardini, 2014. "The quantification of low-probability–high-consequences events: part I. A generic multi-risk approach," 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(3), pages 1999-2022, September.
    5. Landucci, Gabriele & Necci, Amos & Antonioni, Giacomo & Tugnoli, Alessandro & Cozzani, Valerio, 2014. "Release of hazardous substances in flood events: Damage model for horizontal cylindrical vessels," Reliability Engineering and System Safety, Elsevier, vol. 132(C), pages 125-145.
    6. G. Grünthal & A. Thieken & J. Schwarz & K. Radtke & A. Smolka & B. Merz, 2006. "Comparative Risk Assessments for the City of Cologne – Storms, Floods, Earthquakes," 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. 38(1), pages 21-44, May.
    7. Warner Marzocchi & Alexander Garcia-Aristizabal & Paolo Gasparini & Maria Mastellone & Angela Di Ruocco, 2012. "Basic principles of multi-risk assessment: a case study in Italy," 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. 62(2), pages 551-573, June.
    8. Adam Rose & Charles K. Huyck, 2016. "Improving Catastrophe Modeling for Business Interruption Insurance Needs," Risk Analysis, John Wiley & Sons, vol. 36(10), pages 1896-1915, October.
    9. Melanie Kappes & Margreth Keiler & Kirsten Elverfeldt & Thomas Glade, 2012. "Challenges of analyzing multi-hazard risk: a review," 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. 64(2), pages 1925-1958, November.
    10. Adrian M. Chandler & E. John W. Jones & Minoo H. Patel, 2001. "Property Loss Estimation for Wind and Earthquake Perils," Risk Analysis, John Wiley & Sons, vol. 21(2), pages 235-250, April.
    11. Doguc, Ozge & Ramirez-Marquez, Jose Emmanuel, 2009. "A generic method for estimating system reliability using Bayesian networks," Reliability Engineering and System Safety, Elsevier, vol. 94(2), pages 542-550.
    12. JiYoung Park & Joongkoo Cho & Adam Rose, 2011. "Modeling a major source of economic resilience to disasters: recapturing lost production," 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. 58(1), pages 163-182, July.
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    2. Shinyoung Kwag & Jeong Gon Ha & Min Kyu Kim & Jung Han Kim, 2019. "Development of Efficient External Multi-Hazard Risk Quantification Methodology for Nuclear Facilities," Energies, MDPI, vol. 12(20), pages 1-25, October.

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