A generalized natural hazard risk modelling framework for infrastructure failure cascades

Evelyn Mühlhofer*, Elco E. Koks, Chahan M. Kropf, Giovanni Sansavini, David N. Bresch

*Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

Critical infrastructures are more exposed than ever to natural hazards in a changing climate. To understand and manage risk, failure cascades across large, real-world infrastructure networks, and their impact on people, must be captured. Bridging established methods in both infrastructure and risk modelling communities, we develop an open-source modelling framework which integrates a network-based interdependent infrastructure system model into the globally consistent and spatially explicit natural hazard risk assessment platform CLIMADA. The model captures infrastructure damages, triggers failure cascades and estimates resulting basic service disruptions for the dependent population. It flexibly operates on large areas with publicly available hazard, exposure and vulnerability information, for any set of infrastructure networks, hazards and geographies of interest. In a validated case study for 2018’s Hurricane Michael across three US states, the model reproduced important failure dynamics among six infrastructure networks, and provided a novel spatial map where people were likely to experience disruptions in access to healthcare, loss of power and other vital services. Our generalized approach allows for a view on infrastructure risks and their social impacts also in areas where detailed information and risk assessments are traditionally scarce, informing humanitarian activities through hotspot analyses and policy frameworks alike.

Original languageEnglish
Article number109194
Pages (from-to)1-18
Number of pages18
JournalReliability Engineering and System Safety
Volume234
Early online date26 Feb 2023
DOIs
Publication statusPublished - Jun 2023

Bibliographical note

Funding Information:
This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 821010 and under grant agreement No 820712. Elco Koks was further supported by the Netherlands Organisation for Scientific Research (NWO; grant no. VI.Veni.194.033 ).

Publisher Copyright:
© 2023 The Author(s)

Funding

This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 821010 and under grant agreement No 820712. Elco Koks was further supported by the Netherlands Organisation for Scientific Research (NWO; grant no. VI.Veni.194.033 ).

FundersFunder number
Nederlandse Organisatie voor Wetenschappelijk OnderzoekVI.Veni.194.033
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Horizon 2020820712, 821010
Horizon 2020

    Keywords

    • Basic service disruptions
    • Critical infrastructures
    • Failure cascades
    • Natural hazards
    • Risk assessment
    • System-of-systems

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