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Real-Time Optimization of Containers and Flatcars for Intermodal Operations

Author

Listed:
  • Warren B. Powell

    (Department of Civil Engineering and Operations Research, Princeton University, Princeton, NJ 08544)

  • Tassio A. Carvalho

    (IBM Consulting Group, T. J. Watson Research Center, Yorktown Heights, NY 10598)

Abstract

We propose a dynamic model for optimizing the flows of flatcars that considers explicitly the broad range of complex constraints that govern the assignment of trailers and containers to a flatcar. The problem is formulated as a logistics queueing network which can handle a wide range of equipment types and complex operating rules. The complexity of the problem prevents a practical implementation of a global network optimization model. Instead, we formulate a global model with the specific goal of providing network information to local decision makers, regardless of whether they are using optimization models at the yard level. Thus, our approach should be relatively easy to implement given current rail operations. Initial experiments suggest that a flatcar fleet that is managed locally, without the benefit of our network information, can achieve the same demand coverage as a fleet that is 10 percent smaller, but is managed locally with our network information.

Suggested Citation

  • Warren B. Powell & Tassio A. Carvalho, 1998. "Real-Time Optimization of Containers and Flatcars for Intermodal Operations," Transportation Science, INFORMS, vol. 32(2), pages 110-126, May.
  • Handle: RePEc:inm:ortrsc:v:32:y:1998:i:2:p:110-126
    DOI: 10.1287/trsc.32.2.110
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    Cited by:

    1. Mantovani, Serena & Morganti, Gianluca & Umang, Nitish & Crainic, Teodor Gabriel & Frejinger, Emma & Larsen, Eric, 2018. "The load planning problem for double-stack intermodal trains," European Journal of Operational Research, Elsevier, vol. 267(1), pages 107-119.
    2. Zu, Yue & Heydari, Ruhollah & Chahar, Kiran & Pranoto, Yudi & Cheng, Clark, 2022. "A railcar re-blocking strategy via Mixed Integer Quadratic Programming," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 162(C).
    3. Li Li & Sridhar Tayur, 2005. "Medium-Term Pricing and Operations Planning in Intermodal Transportation," Transportation Science, INFORMS, vol. 39(1), pages 73-86, February.
    4. Verma, Manish & Verter, Vedat, 2010. "A lead-time based approach for planning rail-truck intermodal transportation of dangerous goods," European Journal of Operational Research, Elsevier, vol. 202(3), pages 696-706, May.
    5. Bontekoning, Y. M. & Macharis, C. & Trip, J. J., 2004. "Is a new applied transportation research field emerging?--A review of intermodal rail-truck freight transport literature," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(1), pages 1-34, January.
    6. Leachman, Robert C. & Jula, Payman, 2011. "Congestion analysis of waterborne, containerized imports from Asia to the United States," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(6), pages 992-1004.
    7. Macharis, C. & Bontekoning, Y. M., 2004. "Opportunities for OR in intermodal freight transport research: A review," European Journal of Operational Research, Elsevier, vol. 153(2), pages 400-416, March.
    8. Bojovic, Nebojsa J., 2002. "A general system theory approach to rail freight car fleet sizing," European Journal of Operational Research, Elsevier, vol. 136(1), pages 136-172, January.
    9. Yung-Cheng Lai & Yanfeng Ouyang & Christopher P. L. Barkan, 2008. "A Rolling Horizon Model to Optimize Aerodynamic Efficiency of Intermodal Freight Trains with Uncertainty," Transportation Science, INFORMS, vol. 42(4), pages 466-477, November.
    10. Nils Boysen & Malte Fliedner & Florian Jaehn & Erwin Pesch, 2013. "A Survey on Container Processing in Railway Yards," Transportation Science, INFORMS, vol. 47(3), pages 312-329, August.
    11. Tassio A. Carvalho & Warren B. Powell, 2000. "A Multiplier Adjustment Method for Dynamic Resource Allocation Problems," Transportation Science, INFORMS, vol. 34(2), pages 150-164, May.
    12. Warren B. Powell & Joel A. Shapiro & Hugo P. Simão, 2002. "An Adaptive Dynamic Programming Algorithm for the Heterogeneous Resource Allocation Problem," Transportation Science, INFORMS, vol. 36(2), pages 231-249, May.
    13. Martin Joborn & Teodor Gabriel Crainic & Michel Gendreau & Kaj Holmberg & Jan T. Lundgren, 2004. "Economies of Scale in Empty Freight Car Distribution in Scheduled Railways," Transportation Science, INFORMS, vol. 38(2), pages 121-134, May.
    14. Upadhyay, Amit & Gu, Weihua & Bolia, Nomesh, 2017. "Optimal loading of double-stack container trains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 107(C), pages 1-22.

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