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Optimum production planning of a dedicated remanufacturing process by an integrated simulation-based optimisation approach

机译:通过基于仿真的集成优化方法,对专用再制造过程进行最佳生产计划

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摘要

In dedicated remanufacturing, required operations are outsourced to third party plants. The special characteristic of dedicated remanufacturing is the stochastic property of the system. Simulation is a reliable approach to tackle this property in planning of a remanufacturing plant. The planning process is categorised to three levels including: strategic, tactic and operational planning and various tactics are applied to address these planning levels. We have considered Palmer's method for scheduling the flow shop machines of the plant. A sophisticated approach is implemented to address value deterioration of the input products. We have used genetic algorithm in searching the decision space of the problem to find the best values of the control variables. This study presents a unique modelling approach for optimum production planning of dedicated manufacturing processes.
机译:在专门的再制造中,所需的操作外包给第三方工厂。专用再制造的特殊特征是系统的随机性。模拟是解决再制造工厂规划中这一特性的可靠方法。规划过程分为三个级别,包括:战略,策略和运营计划,并且采用各种策略来解决这些计划级别。我们已经考虑了Palmer的调度工厂流水作业机器的方法。实现了一种复杂的方法来解决输入产品的价值下降。我们已经使用遗传算法搜索问题的决策空间以找到控制变量的最佳值。这项研究提出了一种独特的建模方法,用于专用制造过程的最佳生产计划。

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