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PARETO CONTROL IN MULTI-OBJECTIVE DYNAMIC SCHEDULING OF A STEPPER MACHINE IN SEMICONDUCTOR WAFER FABRICATION

机译:半导体晶片制造中步进机的多目标动态调度帕吻控制

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This paper focuses on Pareto control in multi-objective dynamic scheduling of a stepper machine that is considered as a bottleneck machine in the semiconductor wafer fabrication process. We propose the use of compromise programming method for achieving Pareto control in the needs of conflicting objectives such as mean cycle time, cycle time variance and maximum tardiness. Using conjunctive simulated scheduling, at each decision instance in simulated time, a Pareto job is selected and loaded on the machine for processing. Using the real factory data, we demonstrate the concept of Pareto control in dynamic scheduling and show how a stepper machine can be controlled at specified needs of scheduling objectives. The results obtained from Pareto control approach are superior to the simulated results of actual operating heuristic in the factory.
机译:本文重点介绍了步进机器的多目标动态调度中的Pareto控制,其​​被认为是半导体晶片制造过程中的瓶颈机器。我们提出了利用令人妥协编程方法,以实现帕累托控制的需要相互冲突的目标,例如平均周期时间,周期时间方差和最大衰退。在模拟时间的每个决策实例中使用联合模拟调度,选择帕累托作业并加载到机器上进行处理。使用真正的工厂数据,我们展示了动态调度中Pareto控制的概念,并展示了如何在指定的调度目标需求下控制步进机器。从Pareto控制方法获得的结果优于工厂实际操作启发式的模拟结果。

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