Systemic risk approach to mitigate delay cascading in railway networks

Simone Daniotti, Vito D. P. Servedio, Johannes Kager, Aad Robben-Baldauf, Stefan Thurner
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Abstract

Delay cascades may significantly disrupt the regular operation of public transportation systems. What are the origins and processes involved in delay-spreading in public railway systems? How can delay propagation in national railway systems be efficiently managed with a minimum of effort? With a network-based systemic risk approach, we quantify the impact of trains on the system. This allows us to find which train assignments play the leading roles in transmitting delays to following trains. This identification of weak spots in the system now enables us to effectively reduce delay cascades by adding very few specific short-distance train services. Reducing delays encourages people to use public transportation, thereby lowering emissions and promoting sustainability. Agent-based simulations validate our results.

Abstract Image

缓解铁路网络延迟级联的系统风险方法
延迟级联可能会严重扰乱公共交通系统的正常运行。公共铁路系统延误蔓延的根源和过程是什么?如何以最小的努力有效地管理国家铁路系统中的延迟传播?通过基于网络的系统风险方法,我们量化了列车对系统的影响。这使我们能够找出哪些列车分配在将延误传递给后续列车方面起主导作用。这种对系统弱点的识别现在使我们能够通过增加很少的特定短途列车服务来有效地减少延迟级联。减少延误可以鼓励人们使用公共交通工具,从而降低排放,促进可持续发展。基于agent的仿真验证了我们的结果。
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