一种用于可拆卸的产品灵活分组的框架

S. Viswanathan, V. Allada
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引用次数: 12

摘要

对产品对环境影响的审查越来越严格,这使得工业界接受了环境意识设计和制造(ECDM)的做法。在产品使用寿命结束时对其进行拆解是ECDM范例的一个组成部分。拆解促进了产品最终寿命的选择,如回收、再制造、再利用和安全处置。随着行业采取积极措施转向“绿色”经济,专用拆解设施的出现是可以预见的。新产品的种类越来越多,要求这些拆解工厂能够处理各种各样的产品。今天,有专门的拆卸设备来拆卸高价值的产品,如电脑和汽车。然而,拆卸设施的灵活性对于适应中等到低价值和高品种的消费品的拆卸尤为重要。为了解决这个问题,我们提出了一个基于拆解特性的产品组形成框架,作为增加拆解工厂灵活性的一步。通用拆卸特性的两级层次结构已被用于评估不同产品的相似性。我们使用了一种改进版的“生长神经气体”神经网络模型来对产品进行分类。第一级或初级拆解产品组(DPGs)是基于产品结构的相似性获得的。它们根据产品的拆卸资源需求进一步细分为二级dpg。为了演示目的,使用几个示例产品实现了面向拆卸的分组。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A FRAMEWORK FOR THE FLEXIBLE GROUPING OF PRODUCTS FOR DISASSEMBLY
The increased scrutiny of a product's effects on the environment has led industry to embrace Environment Conscious Design and Manufacture (ECDM) practices. Disassembly of a product at the end of its useful life is an integral part of the ECDM paradigm. Disassembly facilitates the end-of-product life options such as recycling, remanufacture, reuse and safe disposal. As industries take active steps to move to a "greener" economy, the emergence of dedicated disassembly facilities is foreseeable. The increasing variety of new products requires that these disassembly factories be able to handle a wide spectrum of products. Today, dedicated disassembly facilities exist for disassembling high value products such as computers and automobiles. However, the flexibility of a disassembly facility is particularly important to accommodate the disassembly of moderate to low value, and high variety consumer products. We address this issue by proposing a framework for the formation of product groups based on their disassembly characteristics as a step towards increasing the flexibility of disassembly factories. A two-level hierarchy of generic disassembly characteristics has been employed to evaluate the similarity of diverse products. We have used a modified version of the "growing neural gas" neural network model to classify the products. The first level or primary Disassembly Product Groups (DPGs) are obtained based on similarities in product structure. They are further subdivided into secondary DPGs based on the disassembly resource requirements of the products. An implementation for the disassembly-oriented grouping using a few example products has been carried out for demonstration purposes.
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