Rescheduling models for railway traffic management in large-scale networks

被引:58
|
作者
Kecman P. [1 ]
Corman F. [2 ]
D'Ariano A. [3 ]
Goverde R.M.P. [1 ]
机构
[1] Department of Transport and Planning, Delft University of Technology, Delft
[2] Center for Industrial Management, Catholic University Leuven, Leuven
[3] Dipartimento di Informatica e Automazione, Università degli Studi Roma Tre, Rome
关键词
Alternative graph; Delay propagation; Macroscopic modeling; Railway traffic management; Timed event graph;
D O I
10.1007/s12469-013-0063-y
中图分类号
学科分类号
摘要
In the last decades of railway operations research, microscopic models have been intensively studied to support traffic operators in managing their dispatching areas. However, those models result in long computation times for large and highly utilized networks. The problem of controlling country-wide traffic is still open since the coordination of local areas is hard to tackle in short time and there are multiple interdependencies between trains across the whole network. This work is dedicated to the development of new macroscopic models that are able to incorporate traffic management decisions. Objective of this paper is to investigate how different levels of detail and number of operational constraints may affect the applicability of models for network-wide rescheduling in terms of quality of solutions and computation time. We present four different macroscopic models and test them on the Dutch national timetable. The macroscopic models are compared with a state-of-the-art microscopic model. Trade-off between computation time and solution quality is discussed on various disturbed traffic conditions. © 2013 Springer-Verlag Berlin Heidelberg.
引用
收藏
页码:95 / 123
页数:28
相关论文
共 50 条
  • [31] Efficient Traffic State Estimation for Large-Scale Urban Road Networks
    Kong, Qing-Jie
    Zhao, Qiankun
    Wei, Chao
    Liu, Yuncai
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2013, 14 (01) : 398 - 407
  • [32] Multiple Concentric Gating Traffic Control in Large-Scale Urban Networks
    Keyvan-Ekbatani, Mehdi
    Yildirimoglu, Mehmet
    Geroliminis, Nikolas
    Papageorgiou, Markos
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 16 (04) : 2141 - 2154
  • [33] Optimal mainstream traffic flow control of large-scale motorway networks
    Carlson, Rodrigo C.
    Papamichail, Ioannis
    Papageorgiou, Markos
    Messmer, Albert
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2010, 18 (02) : 193 - 212
  • [34] An accurate approach for traffic matrix estimation in large-scale backbone networks
    Yang, Jingli
    Huang, Xue
    Jiang, Shouda
    2016 15TH INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED COMPUTING (ISPDC), 2016, : 425 - 431
  • [35] Large-Scale Traffic Prediction With Hierarchical Hypergraph Message Passing Networks
    Wang, Jingcheng
    Zhang, Yong
    Hu, Yongli
    Yin, Baocai
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, : 7103 - 7113
  • [36] Hyperbolic Traffic Load Centrality for Large-Scale Complex Communications Networks
    Stai, Eleni
    Sotiropoulos, Konstantinos
    Karyotis, Vasileios
    Papavassiliou, Symeon
    2016 23RD INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (ICT), 2016,
  • [37] Distributed Optimal Traffic Lights Design for Large-Scale Urban Networks
    Grandinetti, Pietro
    Canudas-de-Wit, Carlos
    Garin, Federica
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2019, 27 (03) : 950 - 963
  • [38] Communication Efficiency and Congestion of Signal Traffic in Large-Scale Brain Networks
    Misic, Bratislav
    Sporns, Olaf
    McIntosh, Anthony R.
    PLOS COMPUTATIONAL BIOLOGY, 2014, 10 (01)
  • [39] A Hybrid Approach to Detect Traffic Anomalies in Large-Scale Data Networks
    Sun, Xin
    Sun, Fu-Shing
    2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE & COMPUTATIONAL INTELLIGENCE (CSCI), 2016, : 1418 - 1419
  • [40] Traffic Load Distribution in Large-Scale and Dense Wireless Sensor Networks
    Wang, Qinghua
    Zhang, Tingting
    2010 5TH ANNUAL ICST WIRELESS INTERNET CONFERENCE (WICON 2010), 2010,