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Simulation model and performance evaluation of battery-powered AGV systems in automated container terminals
Simulation Modelling Practice and Theory ( IF 3.5 ) Pub Date : 2020-07-03 , DOI: 10.1016/j.simpat.2020.102146
Ning Ma , Chenhao Zhou , Aloisius Stephen

The use of battery power is becoming widespread rapidly among the mega ports worldwide, owing its low emission and high energy efficiency. In this paper, a simulation approach is presented to configure the charging stations (CSs) and battery-powered automated guided vehicles (B-AGVs) at automated container terminals. The facility planning of the CSs and the operation strategies of the B-AGVs are crucial for the system performance of the terminal. A port system is modeled as a discrete event simulation model, mainly consisting of three parts: vessel generator, dispatcher, and traffic network. Two types of layout designs and two types of recharging policies are presented, to deploy the CSs and control the B-AGVs to be recharged, respectively. Extensive simulation experiments are conducted to analyze the parameter effects on the system performance. The results indicate that a decentralized CS layout and a progressive recharging policy lead to excellent performance. Some management insights are offered to gain a better understanding of the key factors when deploying a B-AGV system.



中文翻译:

自动化集装箱码头中电池供电的AGV系统的仿真模型和性能评估

由于其低排放和高能效,电池电源的使用正在全球各大港口中迅速普及。在本文中,提出了一种仿真方法,用于在自动集装箱码头配置充电站(CS)和电池供电的自动导引车(B-AGV)。CS的设施规划和B-AGV的操作策略对于终端的系统性能至关重要。港口系统被建模为离散事件模拟模型,主要由三部分组成:船只生成器,调度程序和交通网络。提出了两种布局设计和两种充电策略,分别用于部署CS和控制B-AGV充电。进行了广泛的仿真实验,以分析参数对系统性能的影响。结果表明,分散的CS布局和渐进式充电策略可带来出色的性能。提供一些管理见解,以更好地理解部署B-AGV系统时的关键因素。

更新日期:2020-07-03
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