开发运输和物流中心不均匀流入流的预测模型

N. Evreenova, K. Kalinin, A. D. Ershov
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摘要

本文讨论了运输和物流中心(TLC)车辆到达不均的问题,并确定了不同运输方式之间货物转运时出现的操作问题。确定了不合理使用装卸机械的影响和减少已确定的负面影响的方法。重点介绍了为物流综合体的运营准备技术文件(综合体的接触时间表,相邻路段的列车时间表)和枢纽站的日常工作时间表中车辆到达时刻建模的主要方法。车辆的均匀供应是运输方式供应调度的一个特点,它与货车群向码头供应的操作建模有关。在车辆到达不均匀的情况下,分配车辆供应集中和稀疏的区域。在这些期间,确定了处理一吨或多式联运货物的停机时间和不合理的运营成本增加的原因。为了确定车辆供应的日间不规律性,已经开发了一种方法,该方法基于识别白天车辆到达的功能依赖性,并构建与白天选定时间间隔对应的车辆到达分布的适当直方图,这使我们能够大致了解各种参数的运输方式到达的性质。模拟市场经济条件下码头物流综合体的运行,车辆到达时间不可预测,运输到达不均匀,在开发技术时需要特别注意装卸机和人员在一天中不同时间的操作方式。分配运输供应密集和稀疏的时段,使我们能够调整码头的运作,以优化运营成本,降低货物处理的总成本,而在高峰时段吸引额外的处理能力,将最大限度地减少车辆等待处理的停机时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of a predictive model of an uneven incoming flow of a transport and logistics center
The article discusses the problems of uneven arrival of vehicles at the transport and logistics center (TLC) and identifies operational problems that arise at the time of cargo transshipment between different modes of transport. The effects of the irrational use of loading and unloading machines and ways to reduce the identified negative impact are determined. The main approaches to modeling the moments of arrival of vehicles in the preparation of technological documents for the operation of the logistics complex (contact schedule of the complex, the schedule of trains on the adjacent section) and the daily schedule of the work of the junction station are highlighted. The uniform supply of vehicles, characteristic of dispatching the supply of modes of transport, is relevant for modeling the operation of the supply of groups of wagons to the terminal. In case of uneven arrival of vehicles, areas of concentrated and sparse supply of vehicles are allocated. For these periods, the reasons for downtime and irrational increase in operating costs for processing one ton or intermodal unit of cargo are determined. In order to determine the nature of intra-day irregularity of the supply of vehicles, a method has been developed based on identifying the functional dependence of the arrival of vehicles during the day and constructing an appropriate histogram of the distribution of the arrival of vehicles corresponding to the selected time intervals during the day, which allows us to get a general idea of the nature of the arrival of modes of transport of various parameters. Modeling the operation of the terminal and logistics complex in the market economy with unpredictable moments of arrival of vehicles and uneven arrival of transport, special attention should be paid to the mode of operation of loading and unloading machines and crews at different times of the day when developing the technology. The allocation of periods of condensed and sparse supply of transport enables us to adjust the operation of the terminal to optimize operating costs and reduce the total cost of cargo processing, and the attraction of additional processing capacities during peak periods will minimize downtime of vehicles waiting for processing.
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