A two-stage, single-tier, restricted blocking plan and train design approach based on candidate blocks

Bo Fang , Peiheng Li , Yuguang Wei , Yang Xia
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Abstract

Blocking plan and train design (BP&TD) is critical in freight rail planning, which integrates blocking and train routing to determine which pairs of yards are to provide blocks and train services, and the sequence of blocks and train services for each shipment. In this paper, a system-level and restricted BP&TD problem is addressed in a two-stage method. In the first stage, a system-level BP design problem that takes line capacity into account is investigated. A candidate block set-oriented approach is proposed to reduce the solution space of the problem by generating a set of promising candidate blocks based on the K-shortest paths algorithm. Two integer linear programming (ILP) models are developed to address this problem in a sequential way and an integrated way, respectively. Based on the optimized blocks and a systematic analysis of the cost of double-block trains, a post-optimization method is proposed in the second stage to solve a system-level TD problem by consolidating some single-block trains into double-block trains. Numerical experiments conducted on two benchmark networks indicate that our approach is capable of obtaining high quality solutions for the system-level BP&TD problem efficiently, and the application of double-block trains helps to reduce the total car-hour cost.

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一种基于候选块的两阶段单层受限块规划和训练设计方法
闭塞计划和列车设计(BP&;TD)在货运铁路规划中至关重要,该规划集成了闭塞和列车路线,以确定哪对车场将提供闭塞和列车服务,以及每次装运的闭塞和列车的顺序。本文提出了一种系统级和受限的BP&;TD问题采用两阶段方法求解。在第一阶段,研究了一个考虑线路容量的系统级BP设计问题。提出了一种面向候选块集的方法,通过基于K最短路径算法生成一组有前景的候选块来减少问题的求解空间。开发了两个整数线性规划(ILP)模型,分别以顺序方式和集成方式来解决这个问题。基于优化后的闭塞和对双闭塞列车成本的系统分析,在第二阶段提出了一种后优化方法,通过将一些单闭塞列车合并为双闭塞列车来解决系统级TD问题。在两个基准网络上进行的数值实验表明,我们的方法能够获得系统级BP&;TD问题的有效性,以及双闭塞列车的应用有助于降低总车时成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
7.10
自引率
8.10%
发文量
41
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