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ECONOMIC DESIGN OF VSI GCCC CHARTS FOR CORRELATED SAMPLES

机译:相关样本的VSI GCCC图表的经济设计

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Generalised cumulative count of conforming (GCCC) charts have been proposed formonitoring a high-yield process that allows the items to be inspected sample by sample andnot according to the production order. Recent study has shown that the GCCC chart with avariable sampling interval (VSI) is superior to the traditional one with a fixed samplinginterval (FSI) because of the additional flexibility of sampling interval it offers. However,the VSI chart is still costly when used for the prevention of defective products. This paperpresents an economic model for the design problem of the VSI GCCC chart, taking intoaccount the correlation of the production outputs within the same sample. In the economicdesign, a cost function is developed that includes the cost of sampling and inspection, thecost of false alarms, the cost of detecting and removing the assignable cause, and the costwhen the process is out-of-control. An evolutionary search method using the cost function ispresented for finding the optimal design parameters of the VSI GCCC chart. Comparisonsbetween VSI and FSI charts for expected cost per unit time are also made for variousprocess and cost parameters.
机译:已经提出了通用的合格品累积计数(GCCC)图,用于监视高产量过程,该过程允许逐个样本地而不是根据生产订单来检查项目。最近的研究表明,具有可变采样间隔(VSI)的GCCC图表优于具有固定采样间隔(FSI)的传统图表,因为它提供了额外的采样间隔。但是,VSI图表用于防止缺陷产品时仍然很昂贵。本文介绍了VSI GCCC图表设计问题的经济模型,其中考虑了同一样本中生产产出的相关性。在经济设计中,开发了一种成本函数,其中包括采样和检查的成本,错误警报的成本,检测和消除可分配原因的成本以及过程失控时的成本。提出了一种使用代价函数的进化搜索方法,以寻找VSI GCCC图表的最佳设计参数。还针对各种过程和成本参数对VSI和FSI图之间的单位时间预期成本进行了比较。

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