Open AccessAxiomatic Design Based Association Network Mining Method for Complex Mechanical and Electrical Products
Author(s) -
Fudong Zhang,
Qiongpei Xia,
Xianchao Yang,
Yuanfei Xia
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1881/3/032070
Subject(s) - axiomatic design , association (psychology) , association rule learning , product (mathematics) , computer science , axiom , product design , simple (philosophy) , order (exchange) , manufacturing engineering , data mining , engineering , mathematics , philosophy , geometry , epistemology , finance , lean manufacturing , economics
Complex mechanical and electrical products have complex functions and structures, and simple customer requirements often hide the complex relationship between components. In order to effectively analyze the relationship between components of complex mechanical and electrical products and better deal with the problem of adaptive design, from the perspective of product requirements, a method of mining association network of components of complex mechanical and electrical products based on axiomatic design is proposed. Firstly, based on the whole life cycle of the product, the product use environment of product environment designer interaction is constructed, and the product requirements are obtained based on the product use environment; then, the axiomatic design of different domain mapping relationship is used to mine the association relationship of product parts, and the association network between product parts is constructed, and the association network is expressed structurally. Finally, taking the segment assembly machine of shield machine as an example, the effectiveness of the proposed method is verified.