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
相关论文
共 50 条
  • [41] Web-based support for collaborative product design review
    Huang, GQ
    COMPUTERS IN INDUSTRY, 2002, 48 (01) : 71 - 88
  • [42] Curve and skeleton based shape deformations to support product design
    Dumitrescu, R
    Catalano, CE
    Giannini, F
    Falcidieno, B
    Vergeest, JSM
    APPLICATIONS OF DIGITAL TECHNIQUES IN INDUSTRIAL DESIGN ENGINEERING-CAID&CD' 2005, 2005, : 302 - 307
  • [43] Case Handling Systems as Product Based Workflow Design Support
    Vanderfeesten, Irene
    Reijers, Hajo A.
    van der Aalst, Wil M. P.
    ENTERPRISE INFORMATION SYSTEMS-BOOKS, 2008, 12 : 187 - 198
  • [44] Knowledge-based environment to support product design validation
    Al-Ashaab, Ahmed
    Molyneaux, M.
    Doultsinou, A.
    Brunner, B.
    Martinez, E.
    Moliner, F.
    Santamaria, V.
    Tanjore, D.
    Ewers, P.
    Knight, G.
    KNOWLEDGE-BASED SYSTEMS, 2012, 26 : 48 - 60
  • [45] A Constraint Based Evolutionary Decision Support System for Product Design
    Yu Guoyan
    Wang Xiaozhen
    Li Peng
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 2585 - 2590
  • [46] Knowledge-based product design decision support system
    Yu, GY
    He, Z
    Lai, CA
    Sun, YM
    PROGRESS OF MACHINING TECHNOLOGY: WITH SOME TOPICS IN ADVANCED MANUFACTURING TECHNOLOGY, 2002, : 887 - 892
  • [47] Design and development of net-based collaborative product design support system
    Tian, Ling
    Tong, Bing-Shu
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2003, 9 (12): : 1097 - 1104
  • [48] Case prototype based design support tool for mechanical product conceptual design
    Mao, Q
    Wang, QW
    Zhang, XF
    Zhou, J
    FOURTH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN AND COMPUTER GRAPHICS, 1996, 2644 : 632 - 637
  • [49] An Emotional Design Model for Future Smart Product Based on Grounded Theory
    Chao, Chiju
    Chen, Yu
    Wu, Hongfei
    Wu, Wenxuan
    Yi, Zhijie
    Xu, Liang
    Fu, Zhiyong
    SYSTEMS, 2023, 11 (07):
  • [50] Smart product design for automotive systems
    A. Galip Ulsoy
    Frontiers of Mechanical Engineering, 2019, 14 : 102 - 112