Double Push Strategy of Knowledge for Product Design Based on Complex Network Theory

被引:8
作者
Li, Xue-rui [1 ]
Yu, Sui-huai [1 ]
Chu, Jian-jie [1 ]
Chen, Deng-kai [1 ]
Wu, Lin-jian [1 ]
机构
[1] Northwestern Polytech Univ, Shaanxi Engn Lab Ind Design, Xian 710072, Shaanxi, Peoples R China
关键词
MANAGEMENT;
D O I
10.1155/2017/2078626
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Reasonable application of design knowledge can help improve the efficiency and quality of product design. Based on complex network theory, this study proposes a double push strategy of knowledge for product design. The proposal introduces the concept of attribute similarity and triangular fuzzy number and uses the theory and method of complex network to build the knowledge network model for product design that contains creative knowledge subnetwork and engineering knowledge subnetwork. This paper is to understand the structure and dynamics of the knowledge network model and to identify and predict knowledge nodes and knowledge groups strongly related to design intent in view of the scale-free network topology analysis theory. We develop a double push strategy of product design knowledge to implement the effective auxiliary function for product design process. Finally, a design case of antalgic pump is presented to demonstrate the practicability and validity of the strategy.
引用
收藏
页数:15
相关论文
共 22 条
[1]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[2]   Topology of large-scale engineering problem-solving networks [J].
Braha, D ;
Bar-Yam, Y .
PHYSICAL REVIEW E, 2004, 69 (01) :7
[3]   The statistical mechanics of complex product development: Empirical and analytical results [J].
Braha, Dan ;
Bar-Yam, Yaneer .
MANAGEMENT SCIENCE, 2007, 53 (07) :1127-1145
[4]   Form Gene Clustering Method about Pan-Ethnic-Group Products Based on Emotional Semantic [J].
Chen Dengkai ;
Ding Jingjing ;
Gao Minzhuo ;
Ma Danping ;
Liu Donghui .
CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2016, 29 (06) :1134-1144
[5]  
[陈孟江 Chen Mengjiang], 2010, [制造业自动化, Manufacturing Automation], V32, P10
[6]   Efficient immunization strategies for computer networks and populations [J].
Cohen, R ;
Havlin, S ;
ben-Avraham, D .
PHYSICAL REVIEW LETTERS, 2003, 91 (24)
[7]  
Fan Bei-bei, 2013, Computer Integrated Manufacturing Systems, V19, P918
[8]  
Feng Yixiong, 2016, Computer Integrated Manufacturing Systems, V22, P189, DOI 10.13196/j.cims.2016.01.018
[9]  
Flager F., 2007, P INT C INF TECHN CO
[10]  
Grover V, 2001, J MANAGE INFORM SYST, V18, P5