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A slack-diversifying nonlinear fluctuation smoothing rule for job dispatching in a wafer fabrication factory

机译:晶圆制造工厂中用于作业分配的松弛-分散非线性波动平滑规则

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摘要

This study proposes a slack-diversifying nonlinear fluctuation smoothing rule to reduce the average cycle time in a wafer fabrication factory. The slack-diversifying nonlinear fluctuation smoothing rule is derived from the one-factor tailored nonlinear fluctuation smoothing rule for cycle time variation (lf-TNFSVCT) by dynamically maximizing the standard deviation of the slack, which has been shown to improve scheduling performance in several previous studies. The effectiveness of the proposed rule has been validated via using it with a simulated data set. Based on the findings in this research we also derived several directions that can be exploited in the future.
机译:这项研究提出了一种松弛分散的非线性波动平滑规则,以减少晶圆制造工厂的平均循环时间。通过动态最大化松弛的标准偏差,从单因素量身定制的周期时间变化非线性波动平滑规则(lf-TNFSVCT)中得出松弛松弛多样化的非线性波动平滑规则,这在先前的几篇论文中已显示出可改善调度性能学习。拟议规则的有效性已通过与模拟数据集一起使用进行了验证。根据这项研究的发现,我们还得出了一些可以在将来开发的方向。

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  • 来源
  • 作者单位

    Department of Industrial Engineering and Systems Management, Feng Chia University, No. 100, Wenhwa Road, Seatwen, Taichung 40724, Taiwan;

    Department of Industrial Engineering and Systems Management, Feng Chia University, No. 100, Wenhwa Road, Seatwen, Taichung 40724, Taiwan;

    Department of Industrial Engineering and Systems Management, Feng Chia University, No. 100, Wenhwa Road, Seatwen, Taichung 40724, Taiwan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Wafer fabrication; Dispatching rule; Slack; Diversify; Fluctuation smoothing;

    机译:晶圆制造;调度规则;松弛;多样化;波动平滑;

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