4.7 Article

Simultaneous operation of next-generation and traditional quay cranes at container terminals

Journal

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Volume 308, Issue 3, Pages 1110-1125

Publisher

ELSEVIER
DOI: 10.1016/j.ejor.2022.10.035

Keywords

Logistics; Quay crane scheduling; Next-generation quay cranes; Container terminal; Integer programming; Column generation

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Quay crane scheduling at container terminals may see a revolution with the introduction of new patented quay cranes. These next-generation cranes have the capability to significantly improve service time and increase quay side capacity by accessing containers from both sides of the vessel and performing multiple container operations simultaneously. The study proposes a mixed integer program and two solution methodologies for the simultaneous scheduling of next-generation and traditional cranes. The results show that the proposed approach can effectively solve real cases in a reasonable amount of time, and a case study highlights the impact of crane positioning on service time and provides insights for further modeling.
Container terminal quay crane scheduling may enter a new era with the recently patented quay crane design. These next-generation cranes can induce noticeable improvements to the service time and quay side's capacity. Specifically, they can access containers from both sides of the vessel and can perform up to four container operations at a time. Port managers may find it useful to operate these cranes in conjunction with traditional cranes, whether in the transition phase or in following a strategic resource allocation. For that, in this work, we model the simultaneous scheduling of next-generation and traditional cranes. We introduce a mixed integer program and two solution methodologies to solve the problem. The first is a column generation approach, designed based on the main problem formulation. It shows improvement over solving the formulation in commercial solver but requires considerable computational time. For that, we introduce a re-visualized vessel structure that results in a reduction of possible feasible arrangements for column generation purposes. Thus, the second approach uses a (modified) column generation algorithm to solve a re-visualized vessel structure, where the new structure's workload is enumerated using a fast set-partitioning formulation. Through a computational study, we show that the proposed approach can solve real cases in a reasonable time. Finally, a case study sheds light on how the positioning of cranes affects the service time and motivates a modelling extension.(c) 2022 Elsevier B.V. All rights reserved.

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