Deployment of an ontological framework of functional design knowledge

被引:140
作者
Kitamura, Y
Kashiwase, M
Fuse, M
Mizoguchi, R
机构
[1] Osaka Univ, Inst Sci & Ind Res, Osaka 5670047, Japan
[2] Sumitomo Elect Ind Ltd, Plant & Prod Syst Engn Div, Itami, Hyogo 6640016, Japan
关键词
ontology; knowledge systematization; functional knowledge; knowledge sharing; design;
D O I
10.1016/j.aei.2004.09.002
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Although the importance of knowledge sharing among designers has been widely recognized. knowledge about functionality in the conceptual design phase is hard to capture and is often scattered across technical domains. Aimed at capturing such functional knowledge that can easily be applied to other domains, we developed an ontological frame-work to systematically describe it. It includes six kinds of knowledge about functionality. i.e. two types of functional models, two types of organization of generic knowledge, and two ontologies of functionality. This paper reports on the successful deployment of the framework in a production company. The Plant and Production Systems Engineering Division of Sumitomo Electric Industries has used our framework to share functional design knowledge on production systems since May, 2001. An empirical evaluation by Sumitomo's engineers was unanimously positive. They said that this framework enabled them to make implicit knowledge possessed by each designer explicit and to share it among team members. This paper discusses some successful use-cases in tasks such as a design review, a patent application, and solving a quality problem. We also discuss effects of our ontological framework as a consistent viewpoint for capturing implicit functional knowledge and as a conceptual interlingua among designers. The limitations of our framework are also discussed. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:115 / 127
页数:13
相关论文
共 56 条
[31]   Proceedings of the 9th Taisho International Symposium on Gastroenterology - Preface [J].
Kitajima, M .
ALIMENTARY PHARMACOLOGY & THERAPEUTICS, 2002, 16 :2-2
[32]   Ontology-based systematization of functional knowledge [J].
Kitamura, Y ;
Mizoguchi, R .
JOURNAL OF ENGINEERING DESIGN, 2004, 15 (04) :327-351
[33]   Ontology-based description of functional design knowledge and its use in a functional way server [J].
Kitamura, Y ;
Mizoguchi, R .
EXPERT SYSTEMS WITH APPLICATIONS, 2003, 24 (02) :153-166
[34]  
Kitamura Y., 1999, 10 INT WORKSHOP PRIN, P118
[35]  
KITAMURA Y, 2003, P 14 INT C ENG DES I
[36]  
KOJI Y, 2003, P 5 INT S TOOLS METH, P117
[37]   Component-ontological representation of function for reasoning about devices [J].
Kumar, AN ;
Upadhyaya, SJ .
ARTIFICIAL INTELLIGENCE IN ENGINEERING, 1998, 12 (04) :399-415
[38]   Diagnosis based on explicit means-end models [J].
Larsson, JE .
ARTIFICIAL INTELLIGENCE, 1996, 80 (01) :29-93
[39]   MODELING GOALS AND FUNCTIONS OF COMPLEX INDUSTRIAL-PLANTS [J].
LIND, M .
APPLIED ARTIFICIAL INTELLIGENCE, 1994, 8 (02) :259-283
[40]  
LIU Z, 1992, RECENT ADV QUALITATI, P153