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Optimizing time windows for managing export container arrivals at Chinese container terminals

机译:优化时间窗口以管理出口集装箱到达中国集装箱码头

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摘要

Management of truck transport in a port area is important for Chinese container ports as heavy traffic congestion not only limits the terminal capacity but also generates serious air pollution. This article explores an effective way to manage the truck traffic of export containers based on a time window management programme that is widely used in Chinese terminals to facilitate terminal and truck delivery operations. Firstly, the arrangement of time windows is assumed to follow the principle of minimizing transport costs. A cost function includes the costs of truck and driver waiting time, fuel consumption associated with truck idling, storage time of the containerized cargos and yard fee. Secondly, to minimize the total cost, a heuristic is developed based on a genetic algorithm to find a near optimal time window arrangement. The optimized solution involves the position and the length of each time window. Finally, the model and the heuristic are tested using real data from a Chinese container terminal, and the result indicates that optimization of the time window can effectively flatten the peak traffic of export container trucks - one of the primary causes of road traffic congestion in port areas.
机译:港口地区的卡车运输管理对于中国集装箱港口而言非常重要,因为交通拥堵不仅限制了码头的吞吐量,而且还会造成严重的空气污染。本文探索了一种基于时间窗口管理程序来管理出口集装箱卡车运输的有效方法,该程序在中国码头中广泛使用,以便利码头和卡车运送操作。首先,假设时间窗的安排遵循最小化运输成本的原则。成本函数包括卡车和驾驶员等待时间的成本,与卡车空转相关的燃料消耗,集装箱货物的存储时间以及堆场费。其次,为了最小化总成本,基于遗传算法开发了一种启发式算法,以找到接近最佳的时间窗口排列。优化的解决方案涉及每个时间窗口的位置和长度。最后,使用来自中国集装箱码头的真实数据对模型和启发式方法进行了测试,结果表明,时间窗的优化可以有效地压平出口集装箱卡车的高峰流量,这是港口道路交通拥堵的主要原因之一地区。

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