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Simultaneous Hierarchical Clustering for Cell Formation Problems

机译:同时分层聚类的细胞形成问题

摘要

A cellular manufacturing system consists of several work cells in which parts are processed under machines. Identification of parts and machines in each work cell, known as cell formation, is a major step in design of a cellular manufacturing system. This thesis presents a method for cell formation. The method uses clustering approach to identify work cells in three steps. First, production information represented in an incidence matrix is evaluated for finding the coupling relationships between parts and machines. In second step the gathered coupling information in the first step is used to reorder the incidence matrix rows and columns, and create a tree diagram. Using the tree diagram, work cells and parts and machines in each work cell are identified in the third step. Performance of the method is evaluated by solving two types of cell formation problem. The results indicate that the method can produce solutions as good as other methodologies. In comparison to clustering cell formation methodologies, the method has a flexible solution procedure that simultaneously groups parts and machines, and it does not need predetermined production information for executing cell formation.ud
机译:蜂窝制造系统由几个工作单元组成,其中零件在机器下进行处理。识别每个工作单元中的零件和机器(称为单元形成)是设计蜂窝制造系统的主要步骤。本文提出了一种细胞形成的方法。该方法使用聚类方法在三个步骤中识别工作单元。首先,评估在关联矩阵中表示的生产信息,以查找零件与机器之间的耦合关系。在第二步中,第一步中收集的耦合信息用于对入射矩阵的行和列进行重新排序,并创建树形图。使用树形图,在第三步中确定工作单​​元以及每个工作单元中的零件和机器。通过解决两种类型的细胞形成问题来评估该方法的性能。结果表明,该方法可以产生与其他方法一样好的解决方案。与聚类细胞形成方法相比,该方法具有灵活的解决方案过程,该过程可以同时对零件和机器进行分组,并且不需要预定的生产信息即可执行细胞形成。

著录项

  • 作者

    Mehrabadi Houman;

  • 作者单位
  • 年度 2011
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
  • 中图分类

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