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A modular design approach to improve product life cycle performance based on optimized closed-loop supply chains.

机译:基于优化的闭环供应链的模块化设计方法可改善产品生命周期性能。

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摘要

Ever-increasing concerns about the environment are causing product designers to seek more sophisticated design elements, incorporating life cycle factors. Modularity has long been a technique used to incorporate life cycle considerations into product architecture design. Most modular design methods rely on predefined modularity measures to evaluate product architectures but lack the ability to assess life cycle consequences of these modules in a supply chain. This research proposes a new methodology—the Architecture & Supply Chain Evaluation Method (ASCEM)—to find an optimal modular architecture during the design stage which has both minimal life cycle costs (LCC) and the lowest environmental impact (EI). Unlike traditional methods, ASCEM expands the assessment scope from the product itself to its supply chain network. The life cycle performance (LCC and EI) of a modular product in a closed-loop supply chain is adopted as the modularity measure to identify the best modular structure from a holistic life-cycle view.;In this work, a product is first mapped into a functional model represented by a component-and-interaction connectivity graph. Each component has unique attributes, and their interactions are functional existence, joining, and disjoining. The estimation of a product’s LCC and EI is based on both the component attributes and the interactions between them. A model of existing processing facilities as a supply chain optimization model is created, and the model’s parameters are adapted to various modular structures. This optimization model is used to evaluate the test product’s minimal LCC and EI in the supply chain. To determine the optimal modular structure using this model, a heuristic is created to generate modular structures for evaluation. Using the ASCEM, a designer is then able to identify not only the most beneficial modular structure during the configuration design but also an optimal supply chain allocation for the identified modular structure.;Two existing products covered by the Waste of Electric and Electronic Equipment (WEEE) Directive (refrigerator and coffee maker) are used to demonstrate ASCEM. For methodology validation, ASCEM is compared with a common modular design method (the Decomposition Approach) and subjected to an applicability test for product variety.;The results demonstrate that ASCEM can effectively and efficiently find a near-optimal modular structure with low LCC and EI for the tested products. Additionally, a preliminary sensitivity analysis of capacity levels in a closed-loop supply chain (investigating whether a product’s reverse supply chain conditions significantly affect design decision making) reveals that reverse supply chain conditions ought to be considered in the modular design process.
机译:对环境的日益关注使产品设计人员寻求更多综合了生命周期因素的复杂设计元素。模块化一直是一种用于将生命周期考虑因素纳入产品架构设计的技术。大多数模块化设计方法都依赖于预定义的模块化措施来评估产品体系结构,但缺乏评估供应链中这些模块的生命周期后果的能力。这项研究提出了一种新的方法,即体系结构和供应链评估方法(ASCEM),以在设计阶段找到具有最小生命周期成本(LCC)和最低环境影响(EI)的最佳模块化体系结构。与传统方法不同,ASCEM将评估范围从产品本身扩展到其供应链网络。闭环供应链中模块化产品的生命周期性能(LCC和EI)被用作模块化度量,以从整体生命周期的角度确定最佳模块化结构。在这项工作中,首先对产品进行映射进入由组件和交互连接图表示的功能模型。每个组件都具有独特的属性,并且它们之间的交互是功能存在,连接和分离。产品的LCC和EI的估算是基于组件属性以及它们之间的相互作用。创建了现有加工设施的模型作为供应链优化模型,并且模型的参数适用于各种模块化结构。该优化模型用于评估供应链中测试产品的最低LCC和EI。为了使用此模型确定最佳的模块化结构,将创建启发式方法以生成用于评估的模块化结构。然后,使用ASCEM,设计人员不仅可以识别配置设计过程中最有利的模块化结构,还可以为识别出的模块化结构确定最佳的供应链分配。;电气和电子设备废弃物(WEEE)涵盖的两种现有产品)指令(冰箱和咖啡机)用于演示ASCEM。为了进行方法论验证,将ASCEM与常见的模块化设计方法(分解方法)进行了比较,并进行了产品品种的适用性测试。结果表明,ASCEM可以有效,高效地找到具有低LCC和EI的近似最优的模块化结构用于测试的产品。此外,对闭环供应链中容量水平的初步敏感性分析(调查产品的反向供应链状况是否会严重影响设计决策)表明,在模块化设计过程中应考虑反向供应链状况。

著录项

  • 作者

    Chung, Wu-Hsun.;

  • 作者单位

    The Pennsylvania State University.;

  • 授予单位 The Pennsylvania State University.;
  • 学科 Business Administration Management.;Engineering Industrial.;Sustainability.
  • 学位 Ph.D.
  • 年度 2012
  • 页码 144 p.
  • 总页数 144
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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