IDEAS home Printed from https://ideas.repec.org/a/pal/marecl/v25y2023i3d10.1057_s41278-022-00219-9.html
   My bibliography  Save this article

Loading and unloading trains at the landside of container terminals

Author

Listed:
  • Amir Gharehgozli

    (California State University)

  • Debjit Roy

    (Indian Institute of Management Ahmedabad
    Erasmus University Rotterdam)

  • Suruchika Saini

    (Indian Institute of Management Ahmedabad)

  • Jan-Kees Ommeren

    (University of Twente)

Abstract

We study the operational problem of loading and unloading trains at a container terminal. Trains are served by two gantry cranes which spread over multiple trains on parallel tracks at the terminal landside. Multiple straddle carriers are available to move containers between the stacking area and drop off locations perpendicular to the train tracks. The trains must be loaded and unloaded with given departure times. We develop a mixed-integer programming model to schedule the gantry cranes and straddle carriers to load and unload the trains. The objective is to minimize the total delay of trains. Due to the complexity involved, the problem is solved using a simulated annealing heuristic. We perform extensive numerical experiments to analyze the impact of different variables and parameters on minimizing the total delay. More specifically, the impact of three variables including the number of trains, containers on trains, and available straddle carriers are evaluated.

Suggested Citation

  • Amir Gharehgozli & Debjit Roy & Suruchika Saini & Jan-Kees Ommeren, 2023. "Loading and unloading trains at the landside of container terminals," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 25(3), pages 549-575, September.
  • Handle: RePEc:pal:marecl:v:25:y:2023:i:3:d:10.1057_s41278-022-00219-9
    DOI: 10.1057/s41278-022-00219-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41278-022-00219-9
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41278-022-00219-9?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. Cao, Zhi & Lee, Der-Horng & Meng, Qiang, 2008. "Deployment strategies of double-rail-mounted gantry crane systems for loading outbound containers in container terminals," International Journal of Production Economics, Elsevier, vol. 115(1), pages 221-228, September.
    2. Gharehgozli, Amir Hossein & Yu, Yugang & de Koster, René & Udding, Jan Tijmen, 2014. "An exact method for scheduling a yard crane," European Journal of Operational Research, Elsevier, vol. 235(2), pages 431-447.
    3. Gharehgozli, Amir Hossein & Vernooij, Floris Gerardus & Zaerpour, Nima, 2017. "A simulation study of the performance of twin automated stacking cranes at a seaport container terminal," European Journal of Operational Research, Elsevier, vol. 261(1), pages 108-128.
    4. Michael F. Gorman & John-Paul Clarke & Amir Hossein Gharehgozli & Michael Hewitt & René de Koster & Debjit Roy, 2014. "State of the Practice: A Review of the Application of OR/MS in Freight Transportation," Interfaces, INFORMS, vol. 44(6), pages 535-554, December.
    5. Kumawat, Govind Lal & Roy, Debjit & De Koster, René & Adan, Ivo, 2021. "Stochastic modeling of parallel process flows in intra-logistics systems: Applications in container terminals and compact storage systems," European Journal of Operational Research, Elsevier, vol. 290(1), pages 159-176.
    6. Lai, Yung-Cheng & Barkan, Christopher P.L. & Önal, Hayri, 2008. "Optimizing the aerodynamic efficiency of intermodal freight trains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(5), pages 820-834, September.
    7. Zhen, Lu & Lee, Loo Hay & Chew, Ek Peng, 2011. "A decision model for berth allocation under uncertainty," European Journal of Operational Research, Elsevier, vol. 212(1), pages 54-68, July.
    8. Briskorn, Dirk & Emde, Simon & Boysen, Nils, 2016. "Cooperative twin-crane scheduling," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 109733, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    9. Chung-Yee Lee & Christopher S. Tang & Rui Yin & Jaehyung An, 2015. "Fractional Price Matching Policies Arising from the Ocean Freight Service Industry," Production and Operations Management, Production and Operations Management Society, vol. 24(7), pages 1118-1134, July.
    10. Bierwirth, Christian & Meisel, Frank, 2010. "A survey of berth allocation and quay crane scheduling problems in container terminals," European Journal of Operational Research, Elsevier, vol. 202(3), pages 615-627, May.
    11. Kizilay, Damla & Hentenryck, Pascal Van & Eliiyi, Deniz T., 2020. "Constraint programming models for integrated container terminal operations," European Journal of Operational Research, Elsevier, vol. 286(3), pages 945-962.
    12. Nathalie Bostel & Pierre Dejax, 1998. "Models and Algorithms for Container Allocation Problems on Trains in a Rapid Transshipment Shunting Yard," Transportation Science, INFORMS, vol. 32(4), pages 370-379, November.
    13. Nils Boysen & Florian Jaehn & Erwin Pesch, 2011. "Scheduling Freight Trains in Rail-Rail Transshipment Yards," Transportation Science, INFORMS, vol. 45(2), pages 199-211, May.
    14. Amir Hossein Gharehgozli & Yugang Yu & Xiandong Zhang & René de Koster, 2017. "Polynomial Time Algorithms to Minimize Total Travel Time in a Two-Depot Automated Storage/Retrieval System," Transportation Science, INFORMS, vol. 51(1), pages 19-33, February.
    15. Xiao Cai & Sunderesh S. Heragu & Yang Liu, 2014. "Modeling and evaluating the AVS/RS with tier-to-tier vehicles using a semi-open queueing network," IISE Transactions, Taylor & Francis Journals, vol. 46(9), pages 905-927, September.
    16. Nishant Mishra & Debjit Roy & Jan-Kees van Ommeren, 2017. "A Stochastic Model for Interterminal Container Transportation," Transportation Science, INFORMS, vol. 51(1), pages 67-87, February.
    17. Tanaka, Shunji & Tierney, Kevin, 2018. "Solving real-world sized container pre-marshalling problems with an iterative deepening branch-and-bound algorithm," European Journal of Operational Research, Elsevier, vol. 264(1), pages 165-180.
    18. Amir Hossein Gharehgozli & Debjit Roy & René de Koster, 2016. "Sea container terminals: New technologies and OR models," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 18(2), pages 103-140, June.
    19. Amir Gharehgozli & Orkideh Gharehgozli & Kunpeng Li, 2021. "Mixed Integer Programming Models on Scheduling Automated Stacking Cranes," International Journal of Business Analytics (IJBAN), IGI Global, vol. 8(4), pages 11-33, October.
    20. Gharehgozli, Amir & Xu, Chao & Zhang, Wenda, 2021. "High multiplicity asymmetric traveling salesman problem with feedback vertex set and its application to storage/retrieval system," European Journal of Operational Research, Elsevier, vol. 289(2), pages 495-507.
    21. Amir Hossein Gharehgozli & Gilbert Laporte & Yugang Yu & René de Koster, 2015. "Scheduling Twin Yard Cranes in a Container Block," Transportation Science, INFORMS, vol. 49(3), pages 686-705, August.
    22. 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.
    23. Briskorn, Dirk & Emde, Simon & Boysen, Nils, 2016. "Cooperative twin-crane scheduling," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 80780, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    24. Iris F. A. Vis & Hector J. Carlo, 2010. "Sequencing Two Cooperating Automated Stacking Cranes in a Container Terminal," Transportation Science, INFORMS, vol. 44(2), pages 169-182, May.
    25. Bruns, Florian & Knust, Sigrid & Shakhlevich, Natalia V., 2016. "Complexity results for storage loading problems with stacking constraints," European Journal of Operational Research, Elsevier, vol. 249(3), pages 1074-1081.
    26. Kim, Kap Hwan & Moon, Kyung Chan, 2003. "Berth scheduling by simulated annealing," Transportation Research Part B: Methodological, Elsevier, vol. 37(6), pages 541-560, July.
    27. Simon Emde & Nils Boysen, 2016. "Berth allocation in container terminals that service feeder ships and deep-sea vessels," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(4), pages 551-563, April.
    28. Debjit Roy & Akash Gupta & René B.M. De Koster, 2016. "A non-linear traffic flow-based queuing model to estimate container terminal throughput with AGVs," International Journal of Production Research, Taylor & Francis Journals, vol. 54(2), pages 472-493, January.
    29. Chen, Gang & Govindan, Kannan & Yang, Zhongzhen, 2013. "Managing truck arrivals with time windows to alleviate gate congestion at container terminals," International Journal of Production Economics, Elsevier, vol. 141(1), pages 179-188.
    30. Cao, Jin Xin & Lee, Der-Horng & Chen, Jiang Hang & Shi, Qixin, 2010. "The integrated yard truck and yard crane scheduling problem: Benders' decomposition-based methods," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(3), pages 344-353, May.
    31. Frank Meisel & Christian Bierwirth, 2013. "A Framework for Integrated Berth Allocation and Crane Operations Planning in Seaport Container Terminals," Transportation Science, INFORMS, vol. 47(2), pages 131-147, May.
    32. Amir Hossein Gharehgozli & René de Koster & Rick Jansen, 2017. "Collaborative solutions for inter terminal transport," International Journal of Production Research, Taylor & Francis Journals, vol. 55(21), pages 6527-6546, November.
    33. Boysen, Nils & Fliedner, Malte, 2010. "Determining crane areas in intermodal transshipment yards: The yard partition problem," European Journal of Operational Research, Elsevier, vol. 204(2), pages 336-342, July.
    34. Amir Gharehgozli & Joan P. Mileski & Okan Duru, 2017. "Heuristic estimation of container stacking and reshuffling operations under the containership delay factor and mega-ship challenge," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(3), pages 373-391, April.
    35. Amit Upadhyay, 2020. "Improving Intermodal Train Operations in Indian Railways," Interfaces, INFORMS, vol. 50(4), pages 213-224, July.
    36. Roy, Debjit & de Koster, René, 2018. "Stochastic modeling of unloading and loading operations at a container terminal using automated lifting vehicles," European Journal of Operational Research, Elsevier, vol. 266(3), pages 895-910.
    37. 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.
    38. Lee, Der-Horng & Cao, Zhi & Meng, Qiang, 2007. "Scheduling of two-transtainer systems for loading outbound containers in port container terminals with simulated annealing algorithm," International Journal of Production Economics, Elsevier, vol. 107(1), pages 115-124, May.
    39. Dhingra, Vibhuti & Kumawat, Govind Lal & Roy, Debjit & Koster, René de, 2018. "Solving semi-open queuing networks with time-varying arrivals: An application in container terminal landside operations," European Journal of Operational Research, Elsevier, vol. 267(3), pages 855-876.
    40. Chen, Lu & Langevin, André & Lu, Zhiqiang, 2013. "Integrated scheduling of crane handling and truck transportation in a maritime container terminal," European Journal of Operational Research, Elsevier, vol. 225(1), pages 142-152.
    41. Li Wang & Xiaoning Zhu, 2019. "Container Loading Optimization in Rail–Truck Intermodal Terminals Considering Energy Consumption," Sustainability, MDPI, vol. 11(8), pages 1-15, April.
    42. 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.
    43. Govind Lal Kumawat & Debjit Roy, 2021. "AGV or Lift-AGV? Performance trade-offs and design insights for container terminals with robotized transport vehicle technology," IISE Transactions, Taylor & Francis Journals, vol. 53(7), pages 751-769, April.
    44. Thomas A. Feo & José Luis González-Velarde, 1995. "The Intermodal Trailer Assignment Problem," Transportation Science, INFORMS, vol. 29(4), pages 330-341, November.
    45. Y Zhu & A Lim, 2006. "Crane scheduling with non-crossing constraint," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(12), pages 1464-1471, December.
    46. Qu Hu & Bart Wiegmans & Francesco Corman & Gabriel Lodewijks, 2019. "Integration of inter-terminal transport and hinterland rail transport," Flexible Services and Manufacturing Journal, Springer, vol. 31(3), pages 807-831, September.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Gharehgozli, Amir & Yu, Yugang & de Koster, René & Du, Shaofu, 2019. "Sequencing storage and retrieval requests in a container block with multiple open locations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 261-284.
    3. Roy, Debjit & van Ommeren, Jan-Kees & de Koster, René & Gharehgozli, Amir, 2022. "Modeling landside container terminal queues: Exact analysis and approximations," Transportation Research Part B: Methodological, Elsevier, vol. 162(C), pages 73-102.
    4. 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.
    5. Damla Kizilay & Deniz Türsel Eliiyi, 2021. "A comprehensive review of quay crane scheduling, yard operations and integrations thereof in container terminals," Flexible Services and Manufacturing Journal, Springer, vol. 33(1), pages 1-42, March.
    6. Gharehgozli, Amir Hossein & Vernooij, Floris Gerardus & Zaerpour, Nima, 2017. "A simulation study of the performance of twin automated stacking cranes at a seaport container terminal," European Journal of Operational Research, Elsevier, vol. 261(1), pages 108-128.
    7. Shell Ying Huang & Ya Li, 2017. "Yard crane scheduling to minimize total weighted vessel loading time in container terminals," Flexible Services and Manufacturing Journal, Springer, vol. 29(3), pages 689-720, December.
    8. Wang, Mengyao & Zhou, Chenhao & Wang, Aihu, 2022. "A cluster-based yard template design integrated with yard crane deployment using a placement heuristic," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    9. 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.
    10. Boysen, Nils & Briskorn, Dirk & Meisel, Frank, 2017. "A generalized classification scheme for crane scheduling with interference," European Journal of Operational Research, Elsevier, vol. 258(1), pages 343-357.
    11. Raeesi, Ramin & Sahebjamnia, Navid & Mansouri, S. Afshin, 2023. "The synergistic effect of operational research and big data analytics in greening container terminal operations: A review and future directions," European Journal of Operational Research, Elsevier, vol. 310(3), pages 943-973.
    12. Gharehgozli, Amir & Xu, Chao & Zhang, Wenda, 2021. "High multiplicity asymmetric traveling salesman problem with feedback vertex set and its application to storage/retrieval system," European Journal of Operational Research, Elsevier, vol. 289(2), pages 495-507.
    13. Gharehgozli, A.H. & Roy, D. & de Koster, M.B.M., 2014. "Sea Container Terminals," ERIM Report Series Research in Management ERS-2014-009-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    14. Kai Wang & Lu Zhen & Shuaian Wang, 2018. "Column Generation for the Integrated Berth Allocation, Quay Crane Assignment, and Yard Assignment Problem," Transportation Science, INFORMS, vol. 52(4), pages 812-834, August.
    15. Gharehgozli, Amir & Zaerpour, Nima, 2020. "Robot scheduling for pod retrieval in a robotic mobile fulfillment system," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    16. Michael F. Gorman & John-Paul Clarke & Amir Hossein Gharehgozli & Michael Hewitt & René de Koster & Debjit Roy, 2014. "State of the Practice: A Review of the Application of OR/MS in Freight Transportation," Interfaces, INFORMS, vol. 44(6), pages 535-554, December.
    17. Lennart Zey & Dirk Briskorn & Nils Boysen, 2022. "Twin-crane scheduling during seaside workload peaks with a dedicated handshake area," Journal of Scheduling, Springer, vol. 25(1), pages 3-34, February.
    18. Caldeira dos Santos, Murillo & Pereira, Fábio Henrique, 2021. "Development and application of a dynamic model for road port access and its impacts on port-city relationship indicators," Journal of Transport Geography, Elsevier, vol. 96(C).
    19. Dirk Briskorn, 2021. "Routing two stacking cranes with predetermined container sequences," Journal of Scheduling, Springer, vol. 24(4), pages 367-380, August.
    20. 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.

    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:marecl:v:25:y:2023:i:3:d:10.1057_s41278-022-00219-9. 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.