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Dynamic barge planning with stochastic container arrivals

Author

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  • Gumuskaya, Volkan
  • van Jaarsveld, Willem
  • Dijkman, Remco
  • Grefen, Paul
  • Veenstra, Albert

Abstract

Barge transport suffers from a high degree of uncertainty resulting from unreliable container arrivals (e.g. due to deep sea vessel delays), and dynamism that leads to limited information availability during planning. This paper studies the impact of uncertainty and dynamism using real data of an inland terminal. Our method consists of iterating weekly operations for one year to evaluate the long term performance. Each iteration involves solving a stochastic program for planning barge calls, and then simulating actual events. We show that uncertainty has an impact of up to 53% and dynamism up to 20% on total costs.

Suggested Citation

  • Gumuskaya, Volkan & van Jaarsveld, Willem & Dijkman, Remco & Grefen, Paul & Veenstra, Albert, 2020. "Dynamic barge planning with stochastic container arrivals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 144(C).
    • Handle: RePEc:eee:transe:v:144:y:2020:i:c:s136655452030805x
    DOI: 10.1016/j.tre.2020.102161
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    1. Pillac, Victor & Gendreau, Michel & Guéret, Christelle & Medaglia, Andrés L., 2013. "A review of dynamic vehicle routing problems," European Journal of Operational Research, Elsevier, vol. 225(1), pages 1-11.
    2. Dullaert, Wout & Zamparini, Luca, 2013. "The impact of lead time reliability in freight transport: A logistics assessment of transport economics findings," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 49(1), pages 190-200.
    3. Yan Xu & Chengxuan Cao & Bin Jia & Guangzhi Zang, 2015. "Model and Algorithm for Container Allocation Problem with Random Freight Demands in Synchromodal Transportation," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-13, November.
    4. Martijn van der Horst & Michiel Kort & Bart Kuipers & Harry Geerlings, 2019. "Coordination problems in container barging in the port of Rotterdam: an institutional analysis," Transportation Planning and Technology, Taylor & Francis Journals, vol. 42(2), pages 187-199, February.
    5. Bock, Stefan, 2010. "Real-time control of freight forwarder transportation networks by integrating multimodal transport chains," European Journal of Operational Research, Elsevier, vol. 200(3), pages 733-746, February.
    6. Pérez Rivera, Arturo E. & Mes, Martijn R.K., 2017. "Anticipatory freight selection in intermodal long-haul round-trips," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 105(C), pages 176-194.
    7. Theo E Notteboom, 2006. "The Time Factor in Liner Shipping Services," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(1), pages 19-39, March.
    8. Bart van Riessen & Rudy R Negenborn & Gabriel Lodewijks & Rommert Dekker, 2015. "Impact and relevance of transit disturbances on planning in intermodal container networks using disturbance cost analysis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 17(4), pages 440-463, December.
    9. 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.
    10. Qu, Wenhua & Rezaei, Jafar & Maknoon, Yousef & Tavasszy, Lóránt, 2019. "Hinterland freight transportation replanning model under the framework of synchromodality," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 308-328.
    11. Bai, Ruibin & Wallace, Stein W. & Li, Jingpeng & Chong, Alain Yee-Loong, 2014. "Stochastic service network design with rerouting," Transportation Research Part B: Methodological, Elsevier, vol. 60(C), pages 50-65.
    12. Bredström, David & Haugen, Kjetil & Olstad, Asmund & Novotný, Jan, 2015. "A mixed integer linear programming model applied in barge planning for Omya," Operations Research Perspectives, Elsevier, vol. 2(C), pages 150-155.
    13. Martijn R Van Der Horst & Peter W De Langen, 2008. "Coordination in Hinterland Transport Chains: A Major Challenge for the Seaport Community," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 10(1-2), pages 108-129, March.
    14. Francesco Parola & Marcello Risitano & Marco Ferretti & Eva Panetti, 2017. "The drivers of port competitiveness: a critical review," Transport Reviews, Taylor & Francis Journals, vol. 37(1), pages 116-138, January.
    15. van Riessen, B. & Negenborn, R.R. & Dekker, R., 2016. "Real-time Container Transport Planning with Decision Trees based on Offline Obtained Optimal Solutions," Econometric Institute Research Papers EI2016-14, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    16. Choong, Sook Tying & Cole, Michael H. & Kutanoglu, Erhan, 2002. "Empty container management for intermodal transportation networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(6), pages 423-438, November.
    17. Gharehgozli, Amir & Zaerpour, Nima, 2018. "Stacking outbound barge containers in an automated deep-sea terminal," European Journal of Operational Research, Elsevier, vol. 267(3), pages 977-995.
    18. SteadieSeifi, M. & Dellaert, N.P. & Nuijten, W. & Van Woensel, T. & Raoufi, R., 2014. "Multimodal freight transportation planning: A literature review," European Journal of Operational Research, Elsevier, vol. 233(1), pages 1-15.
    19. Volkan Gumuskaya & Willem Jaarsveld & Remco Dijkman & Paul Grefen & Albert Veenstra, 2020. "A framework for modelling and analysing coordination challenges in hinterland transport systems," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(1), pages 124-145, March.
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    2. Qiu, Xuan & Xu, Su Xiu & Xu, Gangyan, 2021. "Pricing and scheduling of barge hinterland transportation service for inbound containers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 156(C).
    3. Mehdi Mazloumi & Edwin van Hassel, 2021. "Improvement of Container Terminal Productivity with Knowledge about Future Transport Modes: A Theoretical Agent-Based Modelling Approach," Sustainability, MDPI, vol. 13(17), pages 1-17, August.

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