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基于实际数据分析的列车晚点传播过程构建方法与实例

孟令云 Rob M.P.Goverde

北京交通大学学报2012,Vol.36Issue(6):15-20,6.
北京交通大学学报2012,Vol.36Issue(6):15-20,6.

基于实际数据分析的列车晚点传播过程构建方法与实例

A method for constructing train delay propagation process by mining train record data

孟令云 1Rob M.P.Goverde2

作者信息

  • 1. 北京交通大学交通运输学院,北京100044
  • 2. 代尔夫特理工大学交通运输系,代尔夫特 2628 CN,荷兰
  • 折叠

摘要

Abstract

Paper first proposes a method for identifying delay propagation process between two trains and then puts forward an approach for reconstructing train delay propagation chains (trees). A case study is conducted to test the proposed methods. The case study concerns one of the busiest railway lines in the Netherlands, 'Leiden-The Hague-Rotterdam-Dordrecht-Dordrecht South' with operations data recorded in February 2009. Topics considered are conflict/delay propagation chains and structural route conflicts. Results show that the proposed methods are effective and easy to implement, which yields great potential for practical use in railway industries.

关键词

铁路运输/列车晚点传播/列车运行图/数据挖掘

Key words

railway transportation/ train delay propagation/ train timetable/ data mining

分类

交通工程

引用本文复制引用

孟令云,Rob M.P.Goverde..基于实际数据分析的列车晚点传播过程构建方法与实例[J].北京交通大学学报,2012,36(6):15-20,6.

基金项目

中央高校基本科研业务费专项资金资助(2011JBM252) (2011JBM252)

荷兰STW科学技术基金资助:Dutch Technology Foundation STW (Project No.11025) (Project No.11025)

国家自然科学基金资助项目(71201009) (71201009)

北京交通大学学报

OA北大核心CSCDCSTPCD

1673-0291

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