IDEAS home Printed from https://ideas.repec.org/a/pal/jorsoc/v68y2017i12d10.1057_s41274-017-0187-6.html
   My bibliography  Save this article

Efficient design of freight train operation with double-hump yards

Author

Listed:
  • Zhimei Wang

    (Beijing Jiaotong University
    Beijing Jiaotong University)

  • Avishai Ceder

    (University of Auckland
    Technion-Israel Institute of Technology)

Abstract

This work provides a new methodology to solve the rail freight train service design problem, with the following distinctive characteristics: (1) service costs, traveling distances and capacities of different service paths in each double-hump yard are explicitly considered; and (2) the direction of train service movement through double-hump yards are determined. The problem is formulated as integer programming, aiming at minimizing the total cost of cumulative train service cost, service cost and distance-driven cost. Three examples of different scales are solved using tabu search algorithm. The results and process of the algorithm, compared with exact solutions determined by the ILOG Cplex software, demonstrate high computational efficiency and solution quality. A small- and a large-scale case study in China are used to examine the model. The results show that the methodology used could save between 8.3 and 40% of the number of shifted service cars compared with the best-known published model.

Suggested Citation

  • Zhimei Wang & Avishai Ceder, 2017. "Efficient design of freight train operation with double-hump yards," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(12), pages 1600-1619, December.
    • Handle: RePEc:pal:jorsoc:v:68:y:2017:i:12:d:10.1057_s41274-017-0187-6
    DOI: 10.1057/s41274-017-0187-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41274-017-0187-6
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/s41274-017-0187-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lin, Bo-Liang & Wang, Zhi-Mei & Ji, Li-Jun & Tian, Ya-Ming & Zhou, Guo-Qing, 2012. "Optimizing the freight train connection service network of a large-scale rail system," Transportation Research Part B: Methodological, Elsevier, vol. 46(5), pages 649-667.
    2. Crainic, Teodor G. & Rousseau, Jean-Marc, 1986. "Multicommodity, multimode freight transportation: A general modeling and algorithmic framework for the service network design problem," Transportation Research Part B: Methodological, Elsevier, vol. 20(3), pages 225-242, June.
    3. Endong Zhu & Teodor Gabriel Crainic & Michel Gendreau, 2014. "Scheduled Service Network Design for Freight Rail Transportation," Operations Research, INFORMS, vol. 62(2), pages 383-400, April.
    4. Meng, Qiang & Wang, Shuaian, 2011. "Liner shipping service network design with empty container repositioning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(5), pages 695-708, September.
    5. Michael Berliner Pedersen & Teodor Gabriel Crainic & Oli B. G. Madsen, 2009. "Models and Tabu Search Metaheuristics for Service Network Design with Asset-Balance Requirements," Transportation Science, INFORMS, vol. 43(2), pages 158-177, May.
    6. Marin, Angel & Salmeron, Javier, 1996. "Tactical design of rail freight networks. Part II: Local search methods with statistical analysis," European Journal of Operational Research, Elsevier, vol. 94(1), pages 43-53, October.
    7. Teodor Crainic & Jacques-A. Ferland & Jean-Marc Rousseau, 1984. "A Tactical Planning Model for Rail Freight Transportation," Transportation Science, INFORMS, vol. 18(2), pages 165-184, May.
    8. Harry N. Newton & Cynthia Barnhart & Pamela H. Vance, 1998. "Constructing Railroad Blocking Plans to Minimize Handling Costs," Transportation Science, INFORMS, vol. 32(4), pages 330-345, November.
    9. Mark H. Keaton, 1992. "Designing Railroad Operating Plans: A Dual Adjustment Method for Implementing Lagrangian Relaxation," Transportation Science, INFORMS, vol. 26(4), pages 263-279, November.
    10. Kaj Holmberg & Johan Hellstrand, 1998. "Solving the Uncapacitated Network Design Problem by a Lagrangean Heuristic and Branch-and-Bound," Operations Research, INFORMS, vol. 46(2), pages 247-259, April.
    11. G Lulli & U Pietropaoli & N Ricciardi, 2011. "Service network design for freight railway transportation: the Italian case," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(12), pages 2107-2119, December.
    12. Ravindra K. Ahuja & Krishna C. Jha & Jian Liu, 2007. "Solving Real-Life Railroad Blocking Problems," Interfaces, INFORMS, vol. 37(5), pages 404-419, October.
    13. Ibarra-Rojas, O.J. & Delgado, F. & Giesen, R. & Muñoz, J.C., 2015. "Planning, operation, and control of bus transport systems: A literature review," Transportation Research Part B: Methodological, Elsevier, vol. 77(C), pages 38-75.
    14. J Andersen & M Christiansen, 2009. "Designing new European rail freight services," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(3), pages 348-360, March.
    15. G Lulli & U Pietropaoli & N Ricciardi, 2011. "Service network design for freight railway transportation: the Italian case†," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(12), pages 2107-2119, December.
    16. E. R. Petersen, 1977. "Railyard Modeling: Part I. Prediction of Put-Through Time," Transportation Science, INFORMS, vol. 11(1), pages 37-49, February.
    17. Haghani, Ali E., 1989. "Formulation and solution of a combined train routing and makeup, and empty car distribution model," Transportation Research Part B: Methodological, Elsevier, vol. 23(6), pages 433-452, December.
    18. Ng, ManWo & Lo, Hong K., 2016. "Robust models for transportation service network design," Transportation Research Part B: Methodological, Elsevier, vol. 94(C), pages 378-386.
    19. A H Ahmed & C A Poojari, 2008. "An overview of the issues in the airline industry and the role of optimization models and algorithms," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(3), pages 267-277, March.
    20. Cynthia Barnhart & Hong Jin & Pamela H. Vance, 2000. "Railroad Blocking: A Network Design Application," Operations Research, INFORMS, vol. 48(4), pages 603-614, August.
    21. Keaton, Mark H., 1989. "Designing optimal railroad operating plans: Lagrangian relaxation and heuristic approaches," Transportation Research Part B: Methodological, Elsevier, vol. 23(6), pages 415-431, December.
    22. Phil Ireland & Rod Case & John Fallis & Carl Van Dyke & Jason Kuehn & Marc Meketon, 2004. "The Canadian Pacific Railway Transforms Operations by Using Models to Develop Its Operating Plans," Interfaces, INFORMS, vol. 34(1), pages 5-14, February.
    23. Marin, Angel & Salmeron, Javier, 1996. "Tactical design of rail freight networks. Part I: Exact and heuristic methods," European Journal of Operational Research, Elsevier, vol. 90(1), pages 26-44, April.
    24. Christopher L. Huntley & Donald E. Brown & David E. Sappington & Bernard P. Markowicz, 1995. "Freight Routing and Scheduling at CSX Transportation," Interfaces, INFORMS, vol. 25(3), pages 58-71, June.
    25. Alberto Caprara & Enrico Malaguti & Paolo Toth, 2011. "A Freight Service Design Problem for a Railway Corridor," Transportation Science, INFORMS, vol. 45(2), pages 147-162, May.
    26. Assad, Arjang A., 1980. "Modelling of rail networks: Toward a routing/makeup model," Transportation Research Part B: Methodological, Elsevier, vol. 14(1-2), pages 101-114.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kaiwei Liu & Xingcheng Wang & Zhihui Qu, 2019. "Train Operation Strategy Optimization Based on a Double-Population Genetic Particle Swarm Optimization Algorithm," Energies, MDPI, vol. 12(13), pages 1-26, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chen, Chongshuang & Dollevoet, Twan & Zhao, Jun, 2018. "One-block train formation in large-scale railway networks: An exact model and a tree-based decomposition algorithm," Transportation Research Part B: Methodological, Elsevier, vol. 118(C), pages 1-30.
    2. Chen, C. & Dollevoet, T.A.B. & Zhao, J., 2017. "One-block train formation in large-scale railway networks: An exact model and a tree-based decomposition algorithm," Econometric Institute Research Papers EI-2017-32, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    3. Lin, Bo-Liang & Wang, Zhi-Mei & Ji, Li-Jun & Tian, Ya-Ming & Zhou, Guo-Qing, 2012. "Optimizing the freight train connection service network of a large-scale rail system," Transportation Research Part B: Methodological, Elsevier, vol. 46(5), pages 649-667.
    4. Endong Zhu & Teodor Gabriel Crainic & Michel Gendreau, 2014. "Scheduled Service Network Design for Freight Rail Transportation," Operations Research, INFORMS, vol. 62(2), pages 383-400, April.
    5. Jin, Jian Gang & Zhao, Jun & Lee, Der-Horng, 2013. "A column generation based approach for the Train Network Design Optimization problem," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 50(C), pages 1-17.
    6. Boliang Lin & Jingsong Duan & Jiaxi Wang & Min Sun & Wengao Peng & Chang Liu & Jie Xiao & Siqi Liu & Jianping Wu, 2018. "A study of the car-to-train assignment problem for rail express cargos in the scheduled and unscheduled train services network," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-18, October.
    7. Boliang Lin & Xingkui Li & Zexi Zhang & Yinan Zhao, 2019. "Optimizing Transport Scheme of High Value-Added Shipments in Regions without Express Train Services," Sustainability, MDPI, vol. 11(21), pages 1-21, November.
    8. Xin Wang & Teodor Gabriel Crainic & Stein W. Wallace, 2019. "Stochastic Network Design for Planning Scheduled Transportation Services: The Value of Deterministic Solutions," INFORMS Journal on Computing, INFORMS, vol. 31(1), pages 153-170, February.
    9. Alena Otto & Erwin Pesch, 2017. "Operation of shunting yards: train-to-yard assignment problem," Journal of Business Economics, Springer, vol. 87(4), pages 465-486, May.
    10. Khaled, Abdullah A. & Jin, Mingzhou & Clarke, David B. & Hoque, Mohammad A., 2015. "Train design and routing optimization for evaluating criticality of freight railroad infrastructures," Transportation Research Part B: Methodological, Elsevier, vol. 71(C), pages 71-84.
    11. Armin Fügenschuh & Henning Homfeld & Hanno Schülldorf, 2015. "Single-Car Routing in Rail Freight Transport," Transportation Science, INFORMS, vol. 49(1), pages 130-148, February.
    12. Xiao, Jie & Pachl, Joern & Lin, Boliang & Wang, Jiaxi, 2018. "Solving the block-to-train assignment problem using the heuristic approach based on the genetic algorithm and tabu search," Transportation Research Part B: Methodological, Elsevier, vol. 108(C), pages 148-171.
    13. Jeong, Seung-Ju & Lee, Chi-Guhn & Bookbinder, James H., 2007. "The European freight railway system as a hub-and-spoke network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(6), pages 523-536, July.
    14. Alena Otto & Erwin Pesch, 2019. "The train-to-yard assignment problem," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 41(2), pages 549-580, June.
    15. Schwerdfeger, Stefan & Otto, Alena & Boysen, Nils, 2021. "Rail platooning: Scheduling trains along a rail corridor with rapid-shunting facilities," European Journal of Operational Research, Elsevier, vol. 294(2), pages 760-778.
    16. Crainic, Teodor Gabriel, 2000. "Service network design in freight transportation," European Journal of Operational Research, Elsevier, vol. 122(2), pages 272-288, April.
    17. Ruf, Moritz & Cordeau, Jean-François, 2021. "Adaptive large neighborhood search for integrated planning in railroad classification yards," Transportation Research Part B: Methodological, Elsevier, vol. 150(C), pages 26-51.
    18. Ahmad Baubaid & Natashia Boland & Martin Savelsbergh, 2021. "The Value of Limited Flexibility in Service Network Designs," Transportation Science, INFORMS, vol. 55(1), pages 52-74, 1-2.
    19. J Liu & R K Ahuja & G Şahin, 2008. "Optimal network configuration and capacity expansion of railroads," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(7), pages 911-920, July.
    20. Arnt-Gunnar Lium & Teodor Gabriel Crainic & Stein W. Wallace, 2009. "A Study of Demand Stochasticity in Service Network Design," Transportation Science, INFORMS, vol. 43(2), pages 144-157, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:jorsoc:v:68:y:2017:i:12:d:10.1057_s41274-017-0187-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.