Experience based decisional DNA to support smart product design

被引:2
|
作者
Ahmed, Muhammad Bilal [1 ]
Sanin, Cesar [1 ]
Shafiq, Syed Imran [2 ]
Szczerbicki, Edward [3 ]
机构
[1] Univ Newcastle, Dept Mech Engn, Callaghan, NSW, Australia
[2] Aligarh Muslim Univ, Fac Engn & Technol, Aligarh, Uttar Pradesh, India
[3] Gdansk Univ Technol, Dept Management, Gdansk, Poland
关键词
Product development; product design; set of experience knowledge structure; decisional DNA; material selection process;
D O I
10.3233/JIFS-179330
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents the idea of Smart Virtual Product Development (SVPD) system to support product design. The foundations of the system are based upon smart knowledge management techniques called Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA). It enhances the industrial product development process by using the previous experiential knowledge gathered from the formal decisional activities. This experiential knowledge is collected from the group of similar products having some common functions and features. The developed system comprises of three modules: design knowledge management (DKM), manufacturing capability analysis and process planning (MCAPP), and product inspection planning (PIP). The working of design knowledge management module is presented in this study and is validated by using an industrial case study, which suggests that it is capable of capturing and reusing the required design knowledge for material selection process. The developed system has the capability to facilitate decision making and mistake proofing during early stages of product design. It can be beneficial for small and medium enterprises (SMEs) involved in product development.
引用
收藏
页码:7179 / 7187
页数:9
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