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MODELLING FOR EMERGENCY MANUFACTURING RESOURCES SCHEDULE TO UNEXPECTED EVENTS

机译:紧急事件中的紧急制造资源建模

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摘要

This paper addresses an emergency scheduling for manufacturing resources (ESMR) problem and a method based on event-driven rolling optimization according to the production task priority is developed for solving it. A mathematical model aiming to maximum resource scheduling satisfaction, minimize tardiness penalties and minimize crash cost is proposed firstly. Then, the priority of the tasks in rolling window is analysed based on production system vulnerability. An adaptive multi-objective dynamic resource scheduling algorithm is proposed as a solution of the model above. Analytic results show that it is not only able to effectively reduce the complexity of ESMR, but also to reveal influence of task importance on ESMR. With the analysis, it can provide way of measuring the overall emergency impacts on the systems, and allow the decision-makers to respond to unexpected events that what the best way of resources scheduling is.
机译:本文针对制造资源的紧急调度问题,提出了一种基于生产任务优先级的基于事件驱动滚动优化的方法来解决。首先提出了一种旨在最大程度地满足资源调度满意度,最小化拖延惩罚和最小化崩溃成本的数学模型。然后,根据生产系统的脆弱性,分析滚动窗口中任务的优先级。提出了一种自适应多目标动态资源调度算法。分析结果表明,该方法不仅可以有效降低ESMR的复杂度,而且可以揭示任务重要性对ESMR的影响。通过分析,它可以提供一种方法来衡量对系统的总体紧急影响,并允许决策者响应意外事件,即最佳的资源调度方式是什么。

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