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Resilience-oriented network reconfiguration strategies for community emergency medical services

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  • Zhao, Taiyi
  • Tang, Yuchun
  • Li, Qiming
  • Wang, Jingquan

Abstract

Emergency medical services (EMSs) play a critical role in community disaster resilience by providing timely and effective medical treatment for the injured. During the post-disaster emergency medical transfer (EMT) phase, the insufficient functionality of a damaged transportation system poses significant challenges to the operational efficiency of EMT. In this study, two network reconfiguration (NR) strategies are integrated to maximize community disaster resilience: the contraflow strategy and the road intersection signal elimination strategy. A bilevel resilience-based optimization model is developed. The upper level of the model adaptively selects the implementation locations of NR strategies, and the lower level quantifies the availability of EMSs through a mixed stochastic user equilibrium traffic assignment model to provide feedback on the effectiveness of the NR strategies. To verify the effectiveness of the proposed optimization model, the configuration of the EMT network is optimized for the case of a destructive earthquake in Tangshan city, China. The numerical results show that the maximum normalized value of the community disaster resilience index can reach 0.76 based on the optimal plan. Moreover, the parameter sensitivity analysis results show that NR strategies are most effective when the penetration of an advanced traveler information system is greater than or equal to 50%.

Suggested Citation

  • Zhao, Taiyi & Tang, Yuchun & Li, Qiming & Wang, Jingquan, 2023. "Resilience-oriented network reconfiguration strategies for community emergency medical services," Reliability Engineering and System Safety, Elsevier, vol. 231(C).
    • Handle: RePEc:eee:reensy:v:231:y:2023:i:c:s0951832022006445
    DOI: 10.1016/j.ress.2022.109029
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    as
    1. Warren B. Powell & Yosef Sheffi, 1982. "The Convergence of Equilibrium Algorithms with Predetermined Step Sizes," Transportation Science, INFORMS, vol. 16(1), pages 45-55, February.
    2. Ramirez-Marquez, José Emmanuel & Rocco, Claudio M., 2008. "All-terminal network reliability optimization via probabilistic solution discovery," Reliability Engineering and System Safety, Elsevier, vol. 93(11), pages 1689-1697.
    3. Tabandeh, Armin & Sharma, Neetesh & Gardoni, Paolo, 2022. "Uncertainty propagation in risk and resilience analysis of hierarchical systems," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    4. Liu, Wei & Song, Zhaoyang & Ouyang, Min & Li, Jie, 2020. "Recovery-based seismic resilience enhancement strategies of water distribution networks," Reliability Engineering and System Safety, Elsevier, vol. 203(C).
    5. Iannacone, Leandro & Sharma, Neetesh & Tabandeh, Armin & Gardoni, Paolo, 2022. "Modeling Time-varying Reliability and Resilience of Deteriorating Infrastructure," Reliability Engineering and System Safety, Elsevier, vol. 217(C).
    6. Luis Ceferino & Judith Mitrani-Reiser & Anne Kiremidjian & Gregory Deierlein & Celso Bambarén, 2020. "Effective plans for hospital system response to earthquake emergencies," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    7. Zou, Qiling & Chen, Suren, 2021. "Resilience-based Recovery Scheduling of Transportation Network in Mixed Traffic Environment: A Deep-Ensemble-Assisted Active Learning Approach," Reliability Engineering and System Safety, Elsevier, vol. 215(C).
    8. Chen, Albert Y. & Yu, Ting-Yi, 2016. "Network based temporary facility location for the Emergency Medical Services considering the disaster induced demand and the transportation infrastructure in disaster response," Transportation Research Part B: Methodological, Elsevier, vol. 91(C), pages 408-423.
    9. 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.
    10. Yang, Hai, 1998. "Multiple equilibrium behaviors and advanced traveler information systems with endogenous market penetration," Transportation Research Part B: Methodological, Elsevier, vol. 32(3), pages 205-218, April.
    11. Sun, Li & D'Ayala, Dina & Fayjaloun, Rosemary & Gehl, Pierre, 2021. "Agent-based model on resilience-oriented rapid responses of road networks under seismic hazard," Reliability Engineering and System Safety, Elsevier, vol. 216(C).
    12. Yang, Reddy H & Vaughn, K M & Abdel-Aty, M A & Kitamura, R & Jovanis, P P, 1995. "Design of an Artificial Simulator for Analyzing Route Choice Behavior in the Presence of Information System," Institute of Transportation Studies, Working Paper Series qt93x4h7pp, Institute of Transportation Studies, UC Davis.
    13. Jochen Monstadt & Martin Schmidt, 2019. "Urban resilience in the making? The governance of critical infrastructures in German cities," Urban Studies, Urban Studies Journal Limited, vol. 56(11), pages 2353-2371, August.
    14. Allan Peñafiel Mera & Chandra Balijepalli, 2020. "Towards improving resilience of cities: an optimisation approach to minimising vulnerability to disruption due to natural disasters under budgetary constraints," Transportation, Springer, vol. 47(4), pages 1809-1842, August.
    15. Florian, Michael & Morosan, Calin D., 2014. "On uniqueness and proportionality in multi-class equilibrium assignment," Transportation Research Part B: Methodological, Elsevier, vol. 70(C), pages 173-185.
    16. Bekhor, Shlomo & Toledo, Tomer, 2005. "Investigating path-based solution algorithms to the stochastic user equilibrium problem," Transportation Research Part B: Methodological, Elsevier, vol. 39(3), pages 279-295, March.
    17. Boakye, Jessica & Guidotti, Roberto & Gardoni, Paolo & Murphy, Colleen, 2022. "The role of transportation infrastructure on the impact of natural hazards on communities," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    18. Peng Cui & Xiao-Qing Chen & Ying-Yan Zhu & Feng-Huan Su & Fang-Qiang Wei & Yong-Shun Han & Hong-Jiang Liu & Jian-Qi Zhuang, 2011. "The Wenchuan Earthquake (May 12, 2008), Sichuan Province, China, and resulting geohazards," 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. 56(1), pages 19-36, January.
    19. Yu, Yun-Chi & Gardoni, Paolo, 2022. "Predicting road blockage due to building damage following earthquakes," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    20. Mahdi Moeini & Zied Jemai & Evren Sahin, 2015. "Location and relocation problems in the context of the emergency medical service systems: a case study," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 23(3), pages 641-658, September.
    21. Xiaoge Zhang & Sankaran Mahadevan & Kai Goebel, 2019. "Network Reconfiguration for Increasing Transportation System Resilience Under Extreme Events," Risk Analysis, John Wiley & Sons, vol. 39(9), pages 2054-2075, September.
    22. Mahdi Moeini & Zied Jemai & Evren Sahin, 2015. "Location and Relocation Problems in the Context of the Emergency Medical Service Systems: A Case Study," Post-Print hal-01736738, HAL.
    23. Matthew S. Maxwell & Mateo Restrepo & Shane G. Henderson & Huseyin Topaloglu, 2010. "Approximate Dynamic Programming for Ambulance Redeployment," INFORMS Journal on Computing, INFORMS, vol. 22(2), pages 266-281, May.
    24. Bostick, T.P. & Connelly, E.B. & Lambert, J.H. & Linkov, I., 2018. "Resilience science, policy and investment for civil infrastructure," Reliability Engineering and System Safety, Elsevier, vol. 175(C), pages 19-23.
    25. Li, Zhaolong & Jin, Chun & Hu, Pan & Wang, Cong, 2019. "Resilience-based transportation network recovery strategy during emergency recovery phase under uncertainty," Reliability Engineering and System Safety, Elsevier, vol. 188(C), pages 503-514.
    26. Schmid, Verena, 2012. "Solving the dynamic ambulance relocation and dispatching problem using approximate dynamic programming," European Journal of Operational Research, Elsevier, vol. 219(3), pages 611-621.
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