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Quality Evaluation in Flexible Manufacturing Systems: A Markovian Approach

机译:柔性制造系统中的质量评估:马尔可夫方法

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摘要

The flexible manufacturing system (FMS) has attracted substantial amount of research effort during the last twenty years. Most of the studies address the issues of flexibility, productivity, cost, and so forth. The impact of flexible lines on product quality is less studied. This paper intends to address this issue by applying a Markov model to evaluate quality performance of a flexible manufacturing system. Closed expressions to calculate good part probability are derived and discussions to maintain high product quality are carried out. An example of flexible fixture in machining system is provided to illustrate the applicability of the method. The results of this study suggest a possible approach to investigate the impact of flexibility on product quality and, finally, with extensions and enrichment of the model, may lead to provide production engineers and managers a better understanding of the quality implications and to summarize some general guidelines of operation management in flexible manufacturing systems.
机译:在过去的20年中,柔性制造系统(FMS)吸引了大量研究工作。大多数研究都针对灵活性,生产率,成本等问题。柔性生产线对产品质量的影响研究较少。本文旨在通过应用马尔可夫模型评估柔性制造系统的质量性能来解决此问题。得出了计算良好零件概率的封闭表达式,并进行了讨论以保持较高的产品质量。提供了加工系统中的柔性夹具的示例,以说明该方法的适用性。这项研究的结果提出了一种研究灵活性对产品质量的影响的可行方法,最后,通过扩展和丰富模型,可以使生产工程师和管理人员更好地理解质量影响并总结一些一般性知识。柔性制造系统中的操作管理指南。

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