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An optimal scheduling model for ready mixed concrete supply with overtime considerations

机译:考虑加班的预拌混凝土供应优化调度模型

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摘要

The incorporation of overtime considerations in the production and dispatching of ready mixed concrete (RMC) is a complex real world problem. In this research, the authors develop a network flow model for an RMC carrier according to Taiwan's operation situation, that integrates RMC production scheduling and truck dispatching in the same framework, to decide on an optimal RMC supply schedule which also integrates overtime considerations. To build the model, the authors employ a time-space network technique to formulate the production of RMC and the truck fleet flows in the dimensions of time and space. The model is formulated as a mixed integer network flow problem with side constraints. To efficiently solve the problem a solution algorithm incorporating a mathematical programming solver is developed. The network flow model and the solution method are then evaluated using real operating data. The test results show that the model and the solution algorithm could be useful for actual operations.
机译:在预拌混凝土(RMC)的生产和调度中纳入加班考虑是一个复杂的现实问题。在这项研究中,作者根据台湾的运行情况开发了RMC承运人的网络流模型,该模型将RMC生产调度和卡车调度整合在同一框架中,以决定最佳的RMC供应调度,同时也考虑了加班考虑。为了建立模型,作者采用时空网络技术来描述RMC的生产,卡车车队在时空的维度上流动。该模型被公式化为带有边约束的混合整数网络流量问题。为了有效解决该问题,开发了一种包含数学编程求解器的求解算法。然后使用实际运行数据评估网络流量模型和求解方法。测试结果表明,该模型和求解算法可能对实际操作有用。

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