A MILP model to improve the robustness of a railway timetable by retiming and rerouting in a complex bottleneck area

Inneke Van Hoeck, Pieter Vansteenwegen
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Abstract

Robustness is a crucial concept in railway timetabling. It is often related to the ability of a timetable to absorb small delays. We propose a MILP model to improve the robustness of an existing microscopic timetable in a complex and heavily used part of the network. The objective is to maximise the buffer times between each pair of trains, leading to a good spreading in time of the trains. Focusing on this objective will lead to less propagation of delays and therefore shorter and more reliable travel times for the passengers. The model can adapt both the timing and the routing of the trains. However, to ensure that the proposed timetable is practically relevant for the railway companies, constraints can be added easily depending on the properties that the resulting timetable should have. Due to the flexibility of the proposed model, it can also be used to analyse and optimise alternative scenarios. The model is applied to a case study of a bottleneck area of the Belgian railway network, located just outside of Brussels, where the traffic is very heterogeneous. The results show that the spreading objective can be improved with 18% compared to the current situation.
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在复杂瓶颈区域通过重新计时和重新安排路线提高铁路时刻表稳健性的 MILP 模型
稳健性是铁路时刻表编制中的一个重要概念。它通常与时刻表吸收小延误的能力有关。我们提出了一个 MILP 模型,以提高现有微观时刻表的稳健性,该时刻表位于铁路网的一个复杂且使用频繁的区域。我们的目标是使每对列车之间的缓冲时间最大化,从而使列车的时间分布更加合理。专注于这一目标将减少延误的传播,从而缩短乘客的旅行时间并提高其可靠性。该模型可以调整列车的时间和路线。然而,为了确保所建议的时刻表对铁路公司具有实际意义,可以根据所生成的时刻表应具有的属性轻松添加限制条件。由于拟议模型的灵活性,它还可用于分析和优化其他方案。该模型应用于比利时铁路网瓶颈区域的案例研究,该区域位于布鲁塞尔外围,交通流量非常分散。结果表明,与目前的情况相比,扩展目标可提高 18%。
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来源期刊
CiteScore
7.10
自引率
8.10%
发文量
41
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