An integrated method for flexible platform modular architecture design

被引:61
作者
Li, Zhongkai [1 ]
Cheng, Zhihong [1 ]
Feng, Yixiong [2 ]
Yang, Jinyong [1 ]
机构
[1] China Univ Min & Technol, Sch Mechatron Engn, Xuzhou 221116, Peoples R China
[2] Zhejiang Univ, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
基金
中国国家自然科学基金;
关键词
modularisation; flexible product platform; flow analysis; DSM clustering; hydraulic support; GENETIC ALGORITHM; STRUCTURE MATRIX; PRODUCT; OPTIMIZATION;
D O I
10.1080/09544828.2012.668614
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Product platform modular architecture identification is the most critical process to support the incremental design of derivative instances. In order to solve the inflexibility in a single modular or scalable platform of complex mechatronics products, an integrated product modularisation scheme based on flow analysis, design structure matrix (DSM) and fuzzy clustering is proposed to compose a flexible platform. The definition of flexible platform is explained and internal mappings among functions, components and modules are set up. DSM for a kernel product is constructed by the flow analysis between the leaf components in design bill of material. An improved scaling by minimising a convex function algorithm is developed to transform the DSM to vectors in two-dimensional spaces, and the vectors are clustered using the traditional fuzzy c-means algorithm. Cluster centre components are selected to identify modular types with respective functional features. Thus, the internal relationships between components can be modelled with flow analysis-based DSM in a clear format, and the proposed DSM transformation and clustering algorithm identify the modular architecture for a flexible platform in a lower computational complexity. A numerical example and computational comparisons are also given to illustrate the proposed concept and the effectiveness and efficiency of the proposed approach.
引用
收藏
页码:25 / 44
页数:20
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