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Design for existing lines (DFEL): New part and process plan design determination and optimization to best fit and utilize available existing production lines.

机译:现有生产线的设计(DFEL):确定和优化新零件和工艺计划,以最合适地利用现有生产线。

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摘要

Modern market scenarios are setting manufacturers in an ongoing quest to cut their manufacturing costs in order to maintain profitability. The purpose of this research is to help manufacturers reduce the cost of introducing a new product into the market via a systematic method for modifying the design of the new product for an optimal utilization of existing production lines that are dedicated to other products.; The method takes as inputs a nominal part design and the process information of the (potentially multiple) existing line(s), and produces a modified part design and a process sequence that maximizes the utilization of available manufacturing processes in the existing lines or equivalently minimizes the addition of new processes dedicated to the new product. The proposed method formulates the part design decisions and the process plan as a mixed discrete-continuous multi-objective problem.; Two search methods were explored in the optimization of the DFEL analysis and evaluation: exhaustive enumeration and Genetic Algorithm (GA). The first search method generates all possible manufacturing sequences for the desired part for evaluation. Therefore this method provides the absolute best solution to the DFEL problem presented but it is computationally intensive for real world applications. The second method, GA, is a multi-objective genetic algorithm used to generate quasi-Pareto optimal design sets to speed-up the solution(s) search.; To illustrate the methodology and application of the search methods described, a series of simple examples were used which presented a desired part scenario against two available lines. A simplified 3-Dimensional example was used to introduce the methodology and its preliminary computer automation through problem specific programs using exhaustive enumeration and GA. Another 2-Dimensional example was introduced to include more variables into the DFEL analysis for more realism and further definition of the GA evaluation for the problem. And a third more realistic 3-Dimensional example was presented to expand the DFEL methodology evaluation and computer automation through GA with reference for the inclusion of costing, capacity, fixturing features and constraints considerations in the analysis. The study demonstrates the evolution and effectiveness of the proposed approach.
机译:现代市场情景使制造商不断寻求削减制造成本以保持盈利能力。这项研究的目的是通过一种系统的方法来帮助制造商降低将新产品推向市场的成本,该方法用于修改新产品的设计,以最佳地利用专用于其他产品的现有生产线。该方法将名义零件设计和(可能有多个)现有生产线的过程信息作为输入,并生成修改后的零件设计和过程顺序,以最大程度地利用现有生产线中的可用制造工艺,或等效地最小化增加了专用于新产品的新流程。提出的方法将零件设计决策和工艺计划表述为一个混合的离散连续多目标问题。在DFEL分析和评估的优化中探索了两种搜索方法:穷举枚举和遗传算法(GA)。第一种搜索方法为所需零件生成所有可能的制造顺序以进行评估。因此,该方法为所提出的DFEL问题提供了绝对最佳的解决方案,但它在实际应用中的计算量很大。第二种方法GA是一种多目标遗传算法,用于生成拟帕累托最优设计集,以加快解决方案的搜索速度。为了说明所描述的搜索方法的方法和应用,使用了一系列简单的示例,这些示例针对两个可用行提供了所需的零件方案。通过使用穷举枚举和GA的问题特定程序,使用了一个简化的3维示例来介绍该方法及其初步的计算机自动化。引入了另一个二维示例,以将更多变量包含在DFEL分析中,以提高真实性,并进一步定义针对问题的GA评估。并提出了第三个更现实的三维示例,以通过GA扩展DFEL方法论评估和计算机自动化,并在分析中包括成本,容量,夹具特征和约束因素。该研究证明了所提出方法的发展和有效性。

著录项

  • 作者

    Smithson, Arlene G.;

  • 作者单位

    University of Michigan College of Engineering Graduate Professional Programs.;

  • 授予单位 University of Michigan College of Engineering Graduate Professional Programs.;
  • 学科 Engineering Industrial.; Operations Research.
  • 学位 D.Eng.
  • 年度 2005
  • 页码 190 p.
  • 总页数 190
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 一般工业技术;运筹学;
  • 关键词

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