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Modeling and assessing seismic resilience leveraging systems dynamic approach: A case study of society 5.0

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  • Moradi, Shohreh
  • Khan, Md Muzahid
  • Hossain, Niamat Ullah Ibne
  • Shamsuddoha, Mohammad
  • Gorod, Alex

Abstract

Society 5.0 is a transformation strategy centered on integrating digital technologies unveiled by the Japanese government to create a human-centric society for economic development and mitigate sustainability issues. Since societies are constantly exposed to various natural disasters like earthquakes, many precautions must be taken both before and after a disaster to minimize the damage. Seismic resilience is one of the practical assessments that may be taken in this regard. Quantifying the functionality of seismic resilience requires a systematic examination of the relevant components and their functional impact. We present a framework based on fragility, consequence and recoverability stages for evaluating the impact of a component on its functionality for earthquake events. Within this study, we introduce a novel set of indicators, which are derived from the key variables impacted by earthquakes, including hospitals, grids, and infrastructures. To that end, we have developed a system dynamics (SD) model to assess earthquake resilience in the context of Society 5.0, considering three earthquake magnitudes (7, 8, and 9 Mw) to simulate societal seismic resilience. We also perform sensitivity analysis to validate the outcomes of the policy simulations. Our findings affirm that by scrutinizing the seismic resilience of critical infrastructure and proposing relevant policies, it is possible to minimize disaster-related damage. This represents a pragmatic step forward in the field of disaster risk management.

Suggested Citation

  • Moradi, Shohreh & Khan, Md Muzahid & Hossain, Niamat Ullah Ibne & Shamsuddoha, Mohammad & Gorod, Alex, 2023. "Modeling and assessing seismic resilience leveraging systems dynamic approach: A case study of society 5.0," International Journal of Critical Infrastructure Protection, Elsevier, vol. 43(C).
  • Handle: RePEc:eee:ijocip:v:43:y:2023:i:c:s1874548223000525
    DOI: 10.1016/j.ijcip.2023.100639
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    References listed on IDEAS

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    1. Mohammad Shamsuddoha & Tasnuba Nasir & Niamat Ullah Ibne Hossain, 2023. "A Sustainable Supply Chain Framework for Dairy Farming Operations: A System Dynamics Approach," Sustainability, MDPI, vol. 15(10), pages 1-14, May.
    2. David Koren & Katarina Rus, 2019. "The Potential of Open Space for Enhancing Urban Seismic Resilience: A literature Review," Sustainability, MDPI, vol. 11(21), pages 1-20, October.
    3. Antonis Skouloudis & Thomas Tsalis & Ioannis Nikolaou & Konstantinos Evangelinos & Walter Leal Filho, 2020. "Small & Medium-Sized Enterprises, Organizational Resilience Capacity and Flash Floods: Insights from a Literature Review," Sustainability, MDPI, vol. 12(18), pages 1-17, September.
    4. Hosseini, Seyedmohsen & Barker, Kash & Ramirez-Marquez, Jose E., 2016. "A review of definitions and measures of system resilience," Reliability Engineering and System Safety, Elsevier, vol. 145(C), pages 47-61.
    5. You-Xuan Lin & Chi-Hao Lin & Chih-Hao Lin, 2021. "A challenge for healthcare system resilience after an earthquake: The crowdedness of a first-aid hospital by non-urgent patients," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-16, April.
    6. Shohreh Moradi & Hamid Reza Ahadi & Grzegorz Sierpiński, 2023. "Sustainable Management of Railway Companies Amid Inflation and Reduced Government Subsidies: A System Dynamics Approach," Sustainability, MDPI, vol. 15(14), pages 1-23, July.
    7. Ahmad Taher Azar, 2012. "System dynamics as a useful technique for complex systems," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 10(4), pages 377-410.
    8. Elias G. Carayannis & Luca Dezi & Gianluca Gregori & Ernesto Calo, 2022. "Smart Environments and Techno-centric and Human-Centric Innovations for Industry and Society 5.0: A Quintuple Helix Innovation System View Towards Smart, Sustainable, and Inclusive Solutions," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 926-955, June.
    9. Carolina Narvaez Rojas & Gustavo Adolfo Alomia Peñafiel & Diego Fernando Loaiza Buitrago & Carlos Andrés Tavera Romero, 2021. "Society 5.0: A Japanese Concept for a Superintelligent Society," Sustainability, MDPI, vol. 13(12), pages 1-16, June.
    10. Aleksandrina V. Mavrodieva & Rajib Shaw, 2020. "Disaster and Climate Change Issues in Japan’s Society 5.0—A Discussion," Sustainability, MDPI, vol. 12(5), pages 1-17, March.
    11. Henry, Devanandham & Emmanuel Ramirez-Marquez, Jose, 2012. "Generic metrics and quantitative approaches for system resilience as a function of time," Reliability Engineering and System Safety, Elsevier, vol. 99(C), pages 114-122.
    12. Du, Ao & Wang, Xiaowei & Xie, Yazhou & Dong, You, 2023. "Regional seismic risk and resilience assessment: Methodological development, applicability, and future research needs – An earthquake engineering perspective," Reliability Engineering and System Safety, Elsevier, vol. 233(C).
    Full references (including those not matched with items on IDEAS)

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