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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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. |
format | Online Article Text |
id | pubmed-8171962 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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