App. Res. of Comp. Accepted Paper
Vol. 41, 2024 No. 6

Automated container terminal AGV production scheduling based on computational logistics

Li Bina,b
Cui Hongyangb,c
a. School of Mechanical & Automotive Engineering, b. School of Computer Science & Mathematics, c. Fujian Provincial Key Laboratory of Big Data Mining & Applications, Fujian University of Technology, Fuzhou 350118, China
DOI: 10.19734/j.issn.1001-3695.2023.10.0530

Abstract

Addressing the issues of dynamic complicated constraints and the lack of visualization in Automatic Guided Vehicle (AGV) scheduling at automated container terminals, this paper utilized the AnyLogic platform to construct a computational experiment model of an automated container terminal within the conceptual framework of computational logistics. It proposed two aspects of improvement for the AGV scheduling strategies within the model: Firstly, it employed the ILOG CPLEX, external to the AnyLogic system. Secondly, it devised customized scheduling strategies based on computational logistics. Due to the inherent limitations of the CPLEX solver, the model and experimental data primarily focus on the import containers of the automated container terminal computational experiment model. The computational experiments demonstrate that the customized scheduling strategies effectively complement the limitations of the CPLEX. In comparison to the original system policies, both the CPLEX solver and the customized strategies both superior performance while meeting specific scheduling requirements.

Foundation Support

教育部人文社会科学研究规划基金资助项目(19YJA630031)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2023.10.0530
Publish at: Application Research of Computers Accepted Paper, Vol. 41, 2024 No. 6

Publish History

[2024-02-01] Accepted Paper

Cite This Article

李斌, 崔宏阳. 基于计算物流的自动化集装箱码头AGV生产调度 [J]. 计算机应用研究, 2024, 41 (6). (2024-04-10). https://doi.org/10.19734/j.issn.1001-3695.2023.10.0530. (Li Bin, Cui Hongyang. Automated container terminal AGV production scheduling based on computational logistics [J]. Application Research of Computers, 2024, 41 (6). (2024-04-10). https://doi.org/10.19734/j.issn.1001-3695.2023.10.0530. )

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  • Application Research of Computers Monthly Journal
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Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

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