Agent-Based Modelling of High-Speed Railway Interdependent Critical Infrastructures Facing Physical and Cyber Threats

Pattrapon Kongsap, Sakdirat Kaewunruen*

*Corresponding author for this work

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Abstract

Globally, high-speed rail systems serve nearly 2 billion passenger-km daily. By virtue, they are a critical infrastructure like telecommunication and power networks. Accordingly, they become a catalyst for societal and economic growth stemming from the mobility business. The highspeed rail operations are very complex and interdependent, owing to the escalated demands for long-distance interconnected transportation. In recent years, there have been unreasonable delays for passengers as a new norm due to unfortunate train cancellations and relaxation of mobility performance requirements. Therefore, accurate measurements, monitoring and prediction of disruptive impacts and service performance metrices are indispensable. Within the scope of high-speed rail services, this paper examines how agent-based and multi-agent-based models are utilized to address such the challenges. Our findings reveal that the current use of agents or multi-agent models has some limitations for practical applications. Previous studies showed that mathematical methods to assess the resilience of critical infrastructures, railway scheduling, and vehicle dispatching can yield more satisfactory outcomes, although the approaches can be relatively time-consuming. In contrast, agent-based and multi-agent-based models can shorten processing time and uncover disruptive events more promptly. The paper thus showcases several emerging concepts, including (i) the utilization of big data for crisis management, (ii) interconnectivity analysis of high-speed rail infrastructures, and (iii) enhancement of transport resilience. In addition, our findings identify the most influential agents and their possible applications to enhance systems resilience of highspeed rail networks when dealing with unforeseen physical and cyber threats.
Original languageEnglish
Article number1249584
JournalFrontiers in Built Environment
Volume10
DOIs
Publication statusPublished - 6 Feb 2024

Bibliographical note

Acknowledgments
The first author gratefully appreciates the Royal Thai Government for his PhD scholarship. The corresponding author is grateful to the Australian Academy of Science (AAS) and Japan Society for the Promotion of Sciences (JSPS) for his JSPS Invitation Fellowship for Research (Long-term), Grant No. JSPS-L15701, at Railway Technical Research Institute (RTRI) and the University of Tokyo, Japan. The authors are grateful for the financial support by the European Commission, Grant No 691135. The APC is kindly sponsored by the University of Birmingham Library’s Open Access Fund.

Keywords

  • high-speed railway
  • agent-based model
  • multi-agent based model
  • uncertainty
  • and disruption
  • systems resilience

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