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Quality monitoring by special charts for highly customized production systems

机译:高度定制生产系统的特殊图表质量监测

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摘要

This study presents alternative specials control charts formulation to deal with the flexibility in the quality features due to a mass customization production system. The proposed charts have capacity to detect small shifts from process target faster than traditional approaches for flexible systems, thus improving the quality monitoring process. The proposed charts have been compared with other conventional charts using simulation scenarios generated from Monte Carlo experimentation. Results show that the proposed EWMA chart for flexible systems is the most robust among the evaluated control charts to apply in Mass Customization environment. The performance of the best chart was analyzed in a flexible process and managerial implications were discussed.
机译:本研究提出了替代特殊控制图表制定,以应对质量特征的灵活性,由于大规模定制生产系统。所提出的图表具有比灵活系统的传统方法更快地检测从过程目标的小转移,从而提高质量监测过程。使用蒙特卡罗实验产生的模拟场景将所提出的图表与其他传统图表进行了比较。结果表明,柔性系统的建议EWMA图表是评估控制图中最强大的,以适用于大规模定制环境。在灵活的过程中分析了最佳图表的性能,并讨论了管理意义。

著录项

  • 来源
    《Communications in Statistics》 |2020年第8期|2181-2192|共12页
  • 作者单位

    Univ Vale Rio dos Sinos Grad Degree Program Prod Engn Ave Unisinos 950 BR-93022000 Sao Leopoldo RS Brazil|Univ Vale Rio dos Sinos Grad Degree Program Accounting Sao Leopoldo Brazil;

    Univ Vale Rio dos Sinos Grad Degree Program Prod Engn Ave Unisinos 950 BR-93022000 Sao Leopoldo RS Brazil|Univ Luterana Brasil ULBRA Prod Engn Dept Canoas Brazil;

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

    Statistical process control; Mass customization; Short-runs; CuSum; EWMA;

    机译:统计过程控制;大规模定制;短期;CUSUM;EWMA;

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