Multi-objective railway timetabling including energy-efficient train trajectory optimization

IF 2.1 4区 工程技术 Q3 TRANSPORTATION European Journal of Transport and Infrastructure Research Pub Date : 2021-10-20 DOI:10.18757/EJTIR.2021.21.4.5453
Gerben M. Scheepmaker, R. Goverde
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引用次数: 1

Abstract

Energy-efficient train driving is an important topic to railway undertakings (RUs) for sustainability and cost reduction. The timetable affects the possibilities for energy-efficient train driving by the amount of running time supplements, which is the topic of energy-efficient train timetabling (EETT). The scientific literature on EETT focuses mainly on the balance between total running time and energy consumption. However, in practice RUs consider a trade-off between the total running time, the infrastructure occupation and the timetable robustness, while energy efficiency is not considered. In this paper we consider a multiple-objective timetabling problem at a microscopic infrastructure level that adds energy consumption to the other three objectives. We approach the multiple-objective problem by a brute force search algorithm, where we use two different methods to compute the optimal solution: a weighted sum method and a distance metric method. We apply the method to a Dutch case study on the corridor between the stations Arnhem Central and Nijmegen with alternating Intercity and Sprinter trains, without intermediate overtaking possibilities. The results indicate that there is a balancing relationship between the total running time and energy consumption, without influencing the infrastructure occupation and robustness. The results of the 10 Pareto-optimal solutions show a variation of 5% for the total running time, 18% for the energy consumption, 0.3% for the extended cycle time, and 0.8% for the buffer time. The shortest running time leads to 18% more energy consumption than the longest running time with 5% more running time supplement. In both cases the extended cycle time and buffer time are almost constant. On the other hand, reducing the infrastructure occupation leads to homogenization of the timetable. Therefore, including energy consumption in the multiple-objective can be used to balance the trade-off between total running time and capacity consumption. 
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包含节能列车轨道优化的多目标铁路调度
列车节能驾驶是铁路企业可持续发展和降低成本的重要课题。列车时刻表通过补充运行时间的多少来影响节能型列车行驶的可能性,这是节能型列车时刻表研究的课题。关于EETT的科学文献主要集中在总运行时间和能量消耗之间的平衡。然而,在实践中,RUs考虑总运行时间、基础设施占用和时间表鲁棒性之间的权衡,而不考虑能源效率。在本文中,我们考虑了一个微观基础设施水平上的多目标时间表问题,该问题将能源消耗添加到其他三个目标中。我们通过蛮力搜索算法来处理多目标问题,其中我们使用两种不同的方法来计算最优解:加权和方法和距离度量方法。我们将该方法应用于荷兰的一个案例研究,该案例研究了阿纳姆中央站和奈梅亨站之间的走廊,城际列车和短跑列车交替行驶,没有中间超车的可能性。结果表明,总运行时间与能耗之间存在平衡关系,且不影响基础设施占用和鲁棒性。10个pareto最优解的结果表明,总运行时间的变化为5%,能耗的变化为18%,延长周期时间的变化为0.3%,缓冲时间的变化为0.8%。最短运行时间比最长运行时间多消耗18%的能量,并增加5%的运行时间。在这两种情况下,延长的周期时间和缓冲时间几乎是恒定的。另一方面,减少基础设施占用导致时间表同质化。因此,在多目标中包含能量消耗可以用来平衡总运行时间和容量消耗之间的权衡。
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来源期刊
CiteScore
3.80
自引率
0.00%
发文量
0
审稿时长
30 weeks
期刊介绍: The European Journal of Transport and Infrastructure Research (EJTIR) is a peer-reviewed scholarly journal, freely accessible through the internet. EJTIR aims to present the results of high-quality scientific research to a readership of academics, practitioners and policy-makers. It is our ambition to be the journal of choice in the field of transport and infrastructure both for readers and authors. To achieve this ambition, EJTIR distinguishes itself from other journals in its field, both through its scope and the way it is published.
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