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Layout Planning of Mass Customization Systems by Using Data Clustering Techniques (Case Study: Company of Shoae Beton Shargh)

机译:使用数据聚类技术的大规模定制系统的布局规划(案例研究:Shoae Beton Shargh公司)

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Layout planning of machinery and equipment is fundamental problem in each plant. The aim of layout method of machinery and equipment and offices is layout planning of manufacturing machines and stations, offices in different parts of manufacturing and service organizations. If all of products are the same, factory layout planning will be relatively easy; the problem starts when products are various and each will have its manufacturing process. Nowadays the concept of customization manufacture or mass customization replace to traditional methods of mass production. In order to overcome the complexity of custom manufacturing that potentially to be created in system of manufacturing, can used way for making cell to divide small and manageable parts. In layout of cell is usually used production flow analysis technique for cell classification; this paper presented a methodology based on clustering processes for layout planning of different products. The steps proposed of this methodology is presented that focuses on the data conversion with the most information algorithms to establishment of equipment and based on to calculate similarity coefficient, manufacturing cells are formed.
机译:机械设备的布局规划是每个工厂的基本问题。机器设备和办公室布局方法的目的是规划制造机器和工作站,制造和服务组织不同部分中的办公室的布局。如果所有产品都相同,则工厂布局规划将相对容易;当产品种类繁多且每种都有其制造过程时,问题就开始了。如今,定制制造或大规模定制的概念已取代了传统的大规模生产方法。为了克服可能在制造系统中创建的定制制造的复杂性,可以采用一种制造单元的方式来划分较小且易于管理的部件。在单元布局中,通常使用生产流分析技术进行单元分类;本文提出了一种基于聚类过程的不同产品布局规划方法。提出了该方法提出的步骤,该步骤侧重于使用最多信息算法进行数据转换以建立设备,并在计算相似系数的基础上形成制造单元。

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