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Modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network

The coordination of different container-handling equipment is an important method for improving the overall efficiency of automated container terminals. In the real terminal, we should consider many real-life issues, such as the equipment capacity, the equipment collision, changing lanes in the mult...

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Detalles Bibliográficos
Autores principales: Luan, Di, Zhao, Mingjing, Zhao, Qianru, Wang, Nan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8171962/
https://www.ncbi.nlm.nih.gov/pubmed/34077456
http://dx.doi.org/10.1371/journal.pone.0251875
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author Luan, Di
Zhao, Mingjing
Zhao, Qianru
Wang, Nan
author_facet Luan, Di
Zhao, Mingjing
Zhao, Qianru
Wang, Nan
author_sort Luan, Di
collection PubMed
description The coordination of different container-handling equipment is an important method for improving the overall efficiency of automated container terminals. In the real terminal, we should consider many real-life issues, such as the equipment capacity, the equipment collision, changing lanes in the multi-lane road, and choosing one of container-handling lanes for each container. This paper proposes the integrated scheduling problem of three container-handling equipment with the capacity constraint and the dual-cycle strategy, for simultaneously solving the equipment scheduling problem, the assignment problem of the container-handling lane and the conflict-free route planning problem of automated guided vehicles (AGVs). With the objective of minimizing the ship’s berth time, we propose a mixed-integer programming model based on the space-time network representation method and two bilevel optimization algorithms based on conflict resolution rules. Finally, numerical experiments are conducted to verify the effectiveness of the proposed model and two bilevel optimization algorithms.
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spelling pubmed-81719622021-06-14 Modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network Luan, Di Zhao, Mingjing Zhao, Qianru Wang, Nan PLoS One Research Article The coordination of different container-handling equipment is an important method for improving the overall efficiency of automated container terminals. In the real terminal, we should consider many real-life issues, such as the equipment capacity, the equipment collision, changing lanes in the multi-lane road, and choosing one of container-handling lanes for each container. This paper proposes the integrated scheduling problem of three container-handling equipment with the capacity constraint and the dual-cycle strategy, for simultaneously solving the equipment scheduling problem, the assignment problem of the container-handling lane and the conflict-free route planning problem of automated guided vehicles (AGVs). With the objective of minimizing the ship’s berth time, we propose a mixed-integer programming model based on the space-time network representation method and two bilevel optimization algorithms based on conflict resolution rules. Finally, numerical experiments are conducted to verify the effectiveness of the proposed model and two bilevel optimization algorithms. Public Library of Science 2021-06-02 /pmc/articles/PMC8171962/ /pubmed/34077456 http://dx.doi.org/10.1371/journal.pone.0251875 Text en © 2021 Luan et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Luan, Di
Zhao, Mingjing
Zhao, Qianru
Wang, Nan
Modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network
title Modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network
title_full Modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network
title_fullStr Modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network
title_full_unstemmed Modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network
title_short Modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network
title_sort modelling of integrated scheduling problem of capacitated equipment systems with a multi-lane road network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8171962/
https://www.ncbi.nlm.nih.gov/pubmed/34077456
http://dx.doi.org/10.1371/journal.pone.0251875
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