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An integrated product modularity method based on transfer network of failure mode‐recycling decision for remanufacturing
Concurrency and Computation: Practice and Experience ( IF 2 ) Pub Date : 2020-12-22 , DOI: 10.1002/cpe.6158
Xianfu Cheng 1 , Minhua You 1 , Jian Zhou 1 , Tian Yuan 1 , Zhihu Guo 1 , Xiaotian Ma 1
Affiliation  

The product modularity has an important influence on the whole product life cycle. In order to improve product recovery of a used product at the end‐of‐life stage, it is imperative to develop modular product architecture with remanufacturing strategies consideration. In this paper, an integrated modular design method for green remanufacturing considering hierarchical structure of the product and fuzzy logic is proposed, and the modularity of the architecture from the viewpoint of product remanufacturing is assessed. The transfer network of failure mode‐recycling decision using BP neural network optimized by adaptive genetic algorithm is built. Design structure matrix is employed to represent the relationships between components, and the hierarchical structure of product modularity with functionality, physical connection as well as geometric position is constructed. The failure modes of used components are analyzed, and four modular drivers with remanufacturing strategies consideration, namely, recycling mode, component lifetime, material compatibility, and remanufacturing processability, are introduced to reconstruct the modular product architecture for remanufacturing. Finally, an example on the grab is provided to illustrate the proposed method for product modularity taking into account function, structure as well as remanufacturing characteristics.

中文翻译:

基于故障模式回收决策的转移网络的再制造集成产品模块化方法

产品模块化对整个产品生命周期都有重要影响。为了在报废阶段提高二手产品的产品回收率,必须考虑再制造策略来开发模块化产品架构。提出了一种考虑产品分层结构和模糊逻辑的绿色再制造集成模块化设计方法,并从产品再制造的角度对体系结构的模块化进行了评估。建立了基于自适应遗传算法优化的BP神经网络的故障模式回收决策传递网络。设计结构矩阵用于表示组件之间的关系以及具有功能的产品模块化的层次结构,构造物理连接以及几何位置。分析了使用过的组件的故障模式,并引入了四个考虑了再制造策略的模块化驱动程序,即回收模式,组件寿命,材料兼容性和再制造可加工性,以重构用于再制造的模块化产品架构。最后,提供了一个示例,说明了考虑功能,结构以及再制造特性的产品模块化方法。引入以重构模块化产品体系结构以进行再制造。最后,提供了一个示例,说明了考虑功能,结构以及再制造特性的产品模块化方法。引入以重构模块化产品体系结构以进行再制造。最后,提供了一个示例,说明了考虑功能,结构以及再制造特性的产品模块化方法。
更新日期:2020-12-22
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