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Scheduling of mask shop e-beam writers

机译:口罩商店电子束作者的计划

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摘要

[[abstract]]Reducing wafer fabrication cycle time and providing on-time wafer deliveries are among the top priorities of semiconductor companies. Mask manufacturing is essential to the overall wafer fabrication process since on-time delivery of masks significantly affects wafer fabrication cycle times. Moreover, delivering wafers on time means deliveries of masks must be on time as well. This research studies the scheduling problem of the bottleneck machine - the Electrical Beam (E-beam) Writer - of a mask shop. The criterion of minimum total tardiness is used as our performance measure to schedule this bottleneck operation. Using a predetermined Earliest-Due-Date (EDD) dispatch policy set by management, this study first addresses the problem of scheduling batches of a single mask size on a single machine. The approach is extended to the problem of scheduling batches of two mask sizes on a single machine; finally, a heuristic for a multiple-machine problem is developed. For the problem of a single machine under EDD dispatching policy, the problem can be formulated as a Dynamic Program (DP). Thus, it can be solved for an optimal solution in polynomial time. For the multiple machines problem, we heuristically allocate the masks to each machine. Each machine with allocated masks can then be solved by the DP formulation designed for the single machine problem. Based on the computational experiments in this study, the proposed DP approach reduces total tardiness by an average of 55% from the method currently in use at a major IC manufacturing foundry. Furthermore, in the case that due dates are set realistically, the DP approach reduces the tardiness about 95% from the shop's current method and about 88% from a simple full-batch method of scheduling.
机译:[[摘要]]减少晶圆制造周期时间并按时交付晶圆是半导体公司的头等大事。掩模制造对于整个晶片制造工艺至关重要,因为掩模的准时交付会显着影响晶片制造周期。而且,按时交付晶片意味着也必须按时交付掩模。这项研究研究了口罩车间的瓶颈机器(电子束(电子束)写入器)的调度问题。最小总拖延时间的标准用作安排此瓶颈操作的性能度量。本研究使用由管理层设置的预定的最早到期日期(EDD)调度策略,首先解决了在单个计算机上调度单个掩码大小的批次的问题。该方法扩展到在单个机器上调度两个掩模尺寸的批次的问题。最后,开发了一种针对多机问题的启发式方法。对于采用EDD调度策略的单台机器问题,可以将该问题表述为动态程序(DP)。因此,可以针对多项式时间的最优解进行求解。对于多台计算机的问题,我们启发式地将掩码分配给每台计算机。然后,可以通过针对单机问题设计的DP公式来解决每台分配有掩码的机器。根据这项研究中的计算实验,与主要的IC制造厂目前使用的方法相比,所提出的DP方法将总迟到率平均降低了55%。此外,在实际设置到期日期的情况下,DP方法从车间的当前方法中减少了约95%的延迟,而从简单的全批次调度中减少了约88%的延迟。

著录项

  • 作者

    HungYi-Feng;

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  • 年度 2010
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  • 原文格式 PDF
  • 正文语种 [[iso]]en
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