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Joint tank container demurrage policy and flow optimisation using a progressive hedging algorithm with expanded time-space network

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  • Xing, Xinjie
  • Song, Dongping
  • Qiu, Chengfeng
  • Drake, Paul R.
  • Zhan, Yuanzhu

Abstract

A key feature of the tank container (TC) operating industry is that customers overhold TCs to provide temporary storage equipment for their contents rather than provide their own storage facilities. TC operators charge a very profitable fee (demurrage charge) for this service making it an attractive business proposition, but it can be detrimental to holistic network flows and fleet sizing. This paper addresses the problem of jointly optimising TC demurrage policy and TC flow, in the face of uncertain TC maintenance times, to maximise profits. A progressive hedging algorithm with expanded time-space network (PHA-ETSN) is designed to tackle this tactical level optimisation problem as other established techniques struggle with this optimisation in terms of computational time and memory requirements. Experiments are performed to illustrate how the optimisation tool can be used to investigate how demurrage policy affects different operational costs and TC hire revenue and thereby profit. These experiments demonstrate how the optimisation tool can be used by managers not only to optimise demurrage policy but also to explore and to understand more deeply the costs and profits in their operations.

Suggested Citation

  • Xing, Xinjie & Song, Dongping & Qiu, Chengfeng & Drake, Paul R. & Zhan, Yuanzhu, 2023. "Joint tank container demurrage policy and flow optimisation using a progressive hedging algorithm with expanded time-space network," European Journal of Operational Research, Elsevier, vol. 307(2), pages 663-679.
  • Handle: RePEc:eee:ejores:v:307:y:2023:i:2:p:663-679
    DOI: 10.1016/j.ejor.2022.08.044
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    as
    1. R. T. Rockafellar & Roger J.-B. Wets, 1991. "Scenarios and Policy Aggregation in Optimization Under Uncertainty," Mathematics of Operations Research, INFORMS, vol. 16(1), pages 119-147, February.
    2. Dong, Jing-Xin & Lee, Chung-Yee & Song, Dong-Ping, 2015. "Joint service capacity planning and dynamic container routing in shipping network with uncertain demands," Transportation Research Part B: Methodological, Elsevier, vol. 78(C), pages 404-421.
    3. Dong-Ping Song & Jingxin Dong, 2022. "Modelling Empty Container Repositioning Logistics," Springer Books, Springer, number 978-3-030-93383-8, November.
    4. Yu, Mingzhu & Fransoo, Jan C. & Lee, Chung-Yee, 2018. "Detention decisions for empty containers in the hinterland transportation system," Transportation Research Part B: Methodological, Elsevier, vol. 110(C), pages 188-208.
    5. Zhou, Wei-Hua & Lee, Chung-Yee, 2009. "Pricing and competition in a transportation market with empty equipment repositioning," Transportation Research Part B: Methodological, Elsevier, vol. 43(6), pages 677-691, July.
    6. 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.
    7. Harris, Milton & Raviv, Artur, 1981. "A Theory of Monopoly Pricing Schemes with Demand Uncertainty," American Economic Review, American Economic Association, vol. 71(3), pages 347-365, June.
    8. Wang, Shuaian & Meng, Qiang, 2012. "Robust schedule design for liner shipping services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(6), pages 1093-1106.
    9. Cohn, Amy & Davey, Melinda & Schkade, Lisa & Siegel, Amanda & Wong, Caris, 2008. "Network design and flow problems with cross-arc costs," European Journal of Operational Research, Elsevier, vol. 189(3), pages 890-901, September.
    10. Zheng, Jianfeng & Sun, Zhuo & Zhang, Fangjun, 2016. "Measuring the perceived container leasing prices in liner shipping network design with empty container repositioning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 94(C), pages 123-140.
    11. Gelareh, Shahin & Meng, Qiang, 2010. "A novel modeling approach for the fleet deployment problem within a short-term planning horizon," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(1), pages 76-89, January.
    12. Blanchard, Olivier Jean & Kiyotaki, Nobuhiro, 1987. "Monopolistic Competition and the Effects of Aggregate Demand," American Economic Review, American Economic Association, vol. 77(4), pages 647-666, September.
    13. Yaman, Hande, 2011. "Allocation strategies in hub networks," European Journal of Operational Research, Elsevier, vol. 211(3), pages 442-451, June.
    14. Xiaodong Yang & Gangshu (George) Cai & Charles A. Ingene & Jihong Zhang, 2020. "Manufacturer Strategy on Service Provision in Competitive Channels," Production and Operations Management, Production and Operations Management Society, vol. 29(1), pages 72-89, January.
    15. Claudio Ferrari & Francesco Parola & Alessio Tei, 2015. "Determinants of slow steaming and implications on service patterns," Maritime Policy & Management, Taylor & Francis Journals, vol. 42(7), pages 636-652, October.
    16. Kap Hwan Kim & Hoon Lee, 2015. "Container Terminal Operation: Current Trends and Future Challenges," International Series in Operations Research & Management Science, in: Chung-Yee Lee & Qiang Meng (ed.), Handbook of Ocean Container Transport Logistics, edition 127, chapter 2, pages 43-73, Springer.
    17. 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.
    18. 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.
    19. Xing, Xinjie & Drake, Paul R. & Song, Dongping & Zhou, Yang, 2019. "Tank Container Operators’ profit maximization through dynamic operations planning integrated with the quotation-booking process under multiple uncertainties," European Journal of Operational Research, Elsevier, vol. 274(3), pages 924-946.
    20. Wang, Shuaian & Meng, Qiang, 2012. "Liner ship route schedule design with sea contingency time and port time uncertainty," Transportation Research Part B: Methodological, Elsevier, vol. 46(5), pages 615-633.
    21. Long, Yin & Lee, Loo Hay & Chew, Ek Peng, 2012. "The sample average approximation method for empty container repositioning with uncertainties," European Journal of Operational Research, Elsevier, vol. 222(1), pages 65-75.
    22. Photis M Panayides & Kevin Cullinane, 2002. "Competitive Advantage in Liner Shipping: A Review and Research Agenda," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 4(3), pages 189-209, September.
    23. Song, Dong-Ping & Dong, Jing-Xin, 2012. "Cargo routing and empty container repositioning in multiple shipping service routes," Transportation Research Part B: Methodological, Elsevier, vol. 46(10), pages 1556-1575.
    24. Jeong, Yoonjea & Saha, Subrata & Moon, Ilkyeong, 2020. "Optimal devanning time and detention charges for container supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    25. Verma, Manish & Verter, Vedat & Zufferey, Nicolas, 2012. "A bi-objective model for planning and managing rail-truck intermodal transportation of hazardous materials," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(1), pages 132-149.
    26. Alumur, Sibel & Kara, Bahar Y., 2008. "Network hub location problems: The state of the art," European Journal of Operational Research, Elsevier, vol. 190(1), pages 1-21, October.
    27. Schütz, Peter & Tomasgard, Asgeir & Ahmed, Shabbir, 2009. "Supply chain design under uncertainty using sample average approximation and dual decomposition," European Journal of Operational Research, Elsevier, vol. 199(2), pages 409-419, December.
    28. Erera, Alan L. & Morales, Juan C. & Savelsbergh, Martin, 2005. "Global intermodal tank container management for the chemical industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(6), pages 551-566, November.
    29. Lei, Lei & Fan, Chunxing & Boile, Maria & Theofanis, Sotiris, 2008. "Collaborative vs. non-collaborative container-vessel scheduling," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(3), pages 504-520, May.
    30. Guan, Zili & Zhang, Xumei & Zhou, Maosen & Dan, Yiran, 2020. "Demand information sharing in competing supply chains with manufacturer-provided service," International Journal of Production Economics, Elsevier, vol. 220(C).
    31. Benjamin Legros & Yann Bouchery & Jan C Fransoo, 2019. "A Time-Based Policy for Empty Container Management by Consignees," Post-Print hal-02019993, HAL.
    32. Dong-Ping Song & Jing-Xin Dong, 2015. "Empty Container Repositioning," International Series in Operations Research & Management Science, in: Chung-Yee Lee & Qiang Meng (ed.), Handbook of Ocean Container Transport Logistics, edition 127, chapter 6, pages 163-208, Springer.
    33. Song, Dong-Ping & Li, Dong & Drake, Paul, 2015. "Multi-objective optimization for planning liner shipping service with uncertain port times," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 84(C), pages 1-22.
    34. Huang, Hongfu & Liu, Feng & Zhang, Peng, 2021. "To outsource or not to outsource? Warranty service provision strategies considering competition, costs and reliability," International Journal of Production Economics, Elsevier, vol. 242(C).
    35. Lee, Chung-Yee & Song, Dong-Ping, 2017. "Ocean container transport in global supply chains: Overview and research opportunities," Transportation Research Part B: Methodological, Elsevier, vol. 95(C), pages 442-474.
    36. D Ronen, 2011. "The effect of oil price on containership speed and fleet size," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(1), pages 211-216, January.
    37. Benjamin Legros & Yann Bouchery & Jan Fransoo, 2019. "A Time‐Based Policy for Empty Container Management by Consignees," Production and Operations Management, Production and Operations Management Society, vol. 28(6), pages 1503-1527, June.
    38. Wang, Hua & Meng, Qiang & Zhang, Xiaoning, 2014. "Game-theoretical models for competition analysis in a new emerging liner container shipping market," Transportation Research Part B: Methodological, Elsevier, vol. 70(C), pages 201-227.
    39. Camilo Mancilla & Robert Storer, 2012. "A sample average approximation approach to stochastic appointment sequencing and scheduling," IISE Transactions, Taylor & Francis Journals, vol. 44(8), pages 655-670.
    40. 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.
    41. Santoso, Tjendera & Ahmed, Shabbir & Goetschalckx, Marc & Shapiro, Alexander, 2005. "A stochastic programming approach for supply chain network design under uncertainty," European Journal of Operational Research, Elsevier, vol. 167(1), pages 96-115, November.
    42. 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.
    43. Li, Jing-An & Leung, Stephen C.H. & Wu, Yue & Liu, Ke, 2007. "Allocation of empty containers between multi-ports," European Journal of Operational Research, Elsevier, vol. 182(1), pages 400-412, October.
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