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Optimum Planning on Material Handling Operation in Container Terminal (3rd Report, Flexible Operation Model on Container Yard)

机译:集装箱码头物料搬运操作的最佳规划(第三次报告,集装箱堆场的灵活操作模型)

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摘要

In this paper, the flexible material handling operation model on container yard is presented based on the analysis approach of flexible operation which was put forward in the first report of this research. In this model, the optimum operation scheduling plan has been carried out to realize the multi-objective optimization on operational criteria such as minimum ship waiting time and mini- mum operation time of transfer cranes. Meanwhile, the container information is recorded individu- ally as the basis for operation commands from the yard production management system. Moreover, in order to enhance productivity in rehandling operation, the stack height of container block for unloaded containers is modified dynamically with fuzzy neural network according to the status and prediction of yard system. Finally, the optimal operation plan is determined by means of genetic algorithm combined with simulation analysis. The study has shown that this model can yield satisfactory operational scheduling plan for container yard by an actual case analysis.
机译:本文以柔性作业分析方法为基础,提出了集装箱堆场柔性物料装卸作业模型。在该模型中,已经执行了最佳作业调度计划,以实现对操作准则的多目标优化,例如最小的轮船等待时间和转运起重机的最小作业时间。同时,集装箱信息被单独记录,作为来自堆场生产管理系统的操作命令的基础。此外,为了提高装卸作业的生产率,根据堆场系统的状态和预测,通过模糊神经网络对卸货集装箱的堆垛高度进行动态修正。最后,通过遗传算法与仿真分析相结合,确定了最优作业计划。研究表明,通过实际案例分析,该模型可以得出满意的集装箱堆场调度计划。

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