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Determining optimal inland-empty-container depot locations under stochastic demand

Author

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  • Mittal, Neha
  • Boile, Maria
  • Baveja, Alok
  • Theofanis, Sotiris

Abstract

Maritime freight volumes fluctuate with changes in consumer demand and global economies. In this paper we analyze the stochasticity in the container trade volumes and perform a two-stage stochastic analysis with recourse to determine an optimal set of inland depots to be opened within a 10-year time horizon. The work builds on our previous effort that introduced the concept of an ‘Inland-Depots-for-Empty-Containers’ (IDEC) system for effective regional repositioning of empty containers. We evaluate the proposed approach by performing a case study based on the port region of New York/New Jersey. Results obtained demonstrate greater expected benefit from the proposed approach as compared to the corresponding deterministic or single-stage stochastic models.

Suggested Citation

  • Mittal, Neha & Boile, Maria & Baveja, Alok & Theofanis, Sotiris, 2013. "Determining optimal inland-empty-container depot locations under stochastic demand," Research in Transportation Economics, Elsevier, vol. 42(1), pages 50-60.
  • Handle: RePEc:eee:retrec:v:42:y:2013:i:1:p:50-60
    DOI: 10.1016/j.retrec.2012.11.007
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    References listed on IDEAS

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    1. Klose, Andreas & Drexl, Andreas, 2005. "Facility location models for distribution system design," European Journal of Operational Research, Elsevier, vol. 162(1), pages 4-29, April.
    2. Teodor Gabriel Crainic & Michel Gendreau & Pierre Dejax, 1993. "Dynamic and Stochastic Models for the Allocation of Empty Containers," Operations Research, INFORMS, vol. 41(1), pages 102-126, February.
    3. Alan L. Erera & Juan C. Morales & Martin Savelsbergh, 2009. "Robust Optimization for Empty Repositioning Problems," Operations Research, INFORMS, vol. 57(2), pages 468-483, April.
    4. Kris Braekers & Gerrit Janssens & An Caris, 2011. "Challenges in Managing Empty Container Movements at Multiple Planning Levels," Transport Reviews, Taylor & Francis Journals, vol. 31(6), pages 681-708.
    5. Owen, Susan Hesse & Daskin, Mark S., 1998. "Strategic facility location: A review," European Journal of Operational Research, Elsevier, vol. 111(3), pages 423-447, December.
    6. Melo, M.T. & Nickel, S. & Saldanha-da-Gama, F., 2009. "Facility location and supply chain management - A review," European Journal of Operational Research, Elsevier, vol. 196(2), pages 401-412, July.
    7. Palekar, Udatta S. & Batta, Rajan & Bosch, Robert M. & Elhence, Sharad, 1992. "Modeling uncertainties in plant layout problems," European Journal of Operational Research, Elsevier, vol. 63(2), pages 347-359, December.
    8. Raymond K. Cheung & Chuen-Yih Chen, 1998. "A Two-Stage Stochastic Network Model and Solution Methods for the Dynamic Empty Container Allocation Problem," Transportation Science, INFORMS, vol. 32(2), pages 142-162, May.
    9. Young Yun, Won & Mi Lee, Yu & Seok Choi, Yong, 2011. "Optimal inventory control of empty containers in inland transportation system," International Journal of Production Economics, Elsevier, vol. 133(1), pages 451-457, September.
    10. Tancrez, Jean-Sébastien & Lange, Jean-Charles & Semal, Pierre, 2012. "A location-inventory model for large three-level supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(2), pages 485-502.
    11. Di Francesco, Massimo & Crainic, Teodor Gabriel & Zuddas, Paola, 2009. "The effect of multi-scenario policies on empty container repositioning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(5), pages 758-770, September.
    12. Dong, Jing-Xin & Song, Dong-Ping, 2009. "Container fleet sizing and empty repositioning in liner shipping systems," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(6), pages 860-877, November.
    13. Crainic, Teodor Gabriel & Laporte, Gilbert, 1997. "Planning models for freight transportation," European Journal of Operational Research, Elsevier, vol. 97(3), pages 409-438, March.
    14. Lei, Ting L. & Church, Richard L., 2011. "Locating short-term empty-container storage facilities to support port operations: A user optimal approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(5), pages 738-754, September.
    15. 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.
    16. Jula, Hossein & Chassiakos, Anastasios & Ioannou, Petros, 2006. "Port dynamic empty container reuse," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 42(1), pages 43-60, January.
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    Cited by:

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    2. Hjortnaes, T. & Wiegmans, B. & Negenborn, R.R. & Zuidwijk, R.A. & Klijnhout, R., 2017. "Minimizing cost of empty container repositioning in port hinterlands, while taking repair operations into account," Journal of Transport Geography, Elsevier, vol. 58(C), pages 209-219.
    3. Shan, Wenxuan & Peng, Zixuan & Liu, Jiaming & Yao, Baozhen & Yu, Bin, 2020. "An exact algorithm for inland container transportation network design," Transportation Research Part B: Methodological, Elsevier, vol. 135(C), pages 41-82.
    4. Alaa Abdelshafie & May Salah & Tomaž Kramberger & Dejan Dragan, 2022. "Repositioning and Optimal Re-Allocation of Empty Containers: A Review of Methods, Models, and Applications," Sustainability, MDPI, vol. 14(11), pages 1-23, May.
    5. Amir Gharehgozli & Nima Zaerpour & Rene Koster, 2020. "Container terminal layout design: transition and future," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(4), pages 610-639, December.
    6. Jeong, Yoonjea & Saha, Subrata & Chatterjee, Debajyoti & Moon, Ilkyeong, 2018. "Direct shipping service routes with an empty container management strategy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 123-142.

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    More about this item

    Keywords

    Empty equipment fleet management; Empty container repositioning; ‘Inland-Depots-for-Empty-Containers’ (IDEC) system; Facility location problem; Two-stage stochastic analysis with recourse; Scenario planning; Demand uncertainty;
    All these keywords.

    JEL classification:

    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
    • R42 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government and Private Investment Analysis; Road Maintenance; Transportation Planning

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