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Author:

Xu, Yixiang (Xu, Yixiang.) | Qi, Liang (Qi, Liang.) | Luan, Wenjing (Luan, Wenjing.) | Guo, Xiwang (Guo, Xiwang.) | Ma, Huijuan (Ma, Huijuan.)

Indexed by:

EI Scopus SCIE

Abstract:

Efficient automatic guided vehicle (AGV) scheduling is the key to increase the throughput of automated container terminals. Traditional transport strategies cannot guarantee that AGVs are fully loaded during their traveling between the dock and the container yard, which leads to the insufficient utilization of AGVs. A load-in-load-out AGV route planning mode provides two-way loading between the dock and the container yard and thus improves the efficiency of container terminals. In this paper, a load-in-load-out AGV route planning model is designed with the help of a buffer zone where an AGV can carry at most two containers. A simulated annealing algorithm is used to solve it. Comparisons with the popular generic algorithm and particle swarm algorithm are made. Simulation results show that the proposed algorithm can effectively solve the problem and realize the bi-directional loading of AGVs, which is of great significance to improve the efficiency of the production of automated container terminals.

Keyword:

automated container port Load modeling Containers Task analysis simulated annealing algorithm Loading AGV scheduling Load-in-load-out Transportation Cranes Optimal scheduling

Author Community:

  • [ 1 ] [Xu, Yixiang]Shandong Univ Sci & Technol, Coll Comp Sci & Engn, Qingdao 266590, Peoples R China
  • [ 2 ] [Qi, Liang]Shandong Univ Sci & Technol, Coll Comp Sci & Engn, Qingdao 266590, Peoples R China
  • [ 3 ] [Luan, Wenjing]Shandong Univ Sci & Technol, Coll Comp Sci & Engn, Qingdao 266590, Peoples R China
  • [ 4 ] [Xu, Yixiang]Beijing Univ Technol, Dept Informat Sci, Beijing 100022, Peoples R China
  • [ 5 ] [Guo, Xiwang]Liaoning Shihua Univ, Coll Comp & Commun Engn, Fushun 113001, Peoples R China
  • [ 6 ] [Ma, Huijuan]Qingdao New Qianwan Container Terminal Co Ltd, Qingdao 266500, Peoples R China

Reprint Author's Address:

  • [Qi, Liang]Shandong Univ Sci & Technol, Coll Comp Sci & Engn, Qingdao 266590, Peoples R China

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Source :

IEEE ACCESS

ISSN: 2169-3536

Year: 2020

Volume: 8

Page: 157081-157088

3 . 9 0 0

JCR@2022

Cited Count:

WoS CC Cited Count: 23

SCOPUS Cited Count: 31

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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