考虑零件重用的复杂产品模块划分方法*

doi:10.16731/j.cnki.1671-3133.2025.05.003

现代制造工程 ›› 2025, Vol. 536 ›› Issue (5): 20-26.doi: 10.16731/j.cnki.1671-3133.2025.05.003

考虑零件重用的复杂产品模块划分方法^*

郝娟, 高新勤, 刘永, 韩周鹏, 宋恩恩

西安理工大学机械与精密仪器工程学院,西安 710048

收稿日期:2024-07-10 出版日期:2025-05-18 发布日期:2025-05-30
通讯作者: 高新勤,博士,教授,博士生导师,主要研究方向为智能制造与知识工程。E-mail:xaut66gxq@163.com
作者简介:郝娟,博士研究生,主要研究方向为智能制造、产品创新设计。
基金资助:
*国家自然科学基金资助项目(51575443);陕西省教育厅重点科学研究计划项目(20JY047)

Module partition method for complex products considering parts reuse

HAO Juan, GAO Xinqin, LIU Yong, HAN Zhoupeng, SONG Enen

School of Mechanical and Precision Instrumental Engineering,Xi’an University of Technology,Xi’an 710048, China

Received:2024-07-10 Online:2025-05-18 Published:2025-05-30

摘要/Abstract

摘要： 针对复杂产品设计周期长、成本高的问题,提出了一种考虑零件重用的模块划分方法。首先,对复杂产品零件的功能、物理和重用性3种关联度属性进行分析,构建零件间综合关联关系矩阵,并结合复杂网络理论,映射为关联关系网络模型。然后,提出改进的Louvain社区发现算法,通过选取种子节点的方式解决小社区过多的问题,实现复杂产品模块划分。最后,以排屑机为例进行模块划分,并与Louvain社区发现算法和谱聚类算法获得的划分方案进行比较,验证所提方法的有效性和可行性。

关键词: 复杂产品, 零件重用, 改进的Louvain社区发现算法, 模块划分

Abstract: Aiming at the problem of long cycle and high cost of complex product design, a module division method considering part reuse is proposed. Firstly, the three correlation attributes of function, physics and reusability of complex product parts are analyzed, and a comprehensive correlation matrix between parts is constructed. Combined with complex network theory, it is mapped into the relationship network model between parts. Then, an improved Louvain community discovery algorithm is proposed, which solves the problem of too many small communities by selecting seed nodes and realizes the division of complex product modules. Finally, the chip removal machine is taken as an example to divide the module, and compared with the division scheme obtained by Louvain community discovery algorithm and spectral clustering algorithm, the effectiveness and feasibility of the proposed method are verified.

Key words: complex products, parts reuse, improved Louvain community discovery algorithm, module division

中图分类号:

TH166
TH122

郝娟, 高新勤, 刘永, 韩周鹏, 宋恩恩. 考虑零件重用的复杂产品模块划分方法^*[J]. 现代制造工程, 2025, 536(5): 20-26.

HAO Juan, GAO Xinqin, LIU Yong, HAN Zhoupeng, SONG Enen. Module partition method for complex products considering parts reuse[J]. Modern Manufacturing Engineering, 2025, 536(5): 20-26.

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考虑零件重用的复杂产品模块划分方法^*

Module partition method for complex products considering parts reuse

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