Knowledge modelling for supporting decision making in optimal distributed design process

被引:1
作者
Mejia-Gutierrez, Ricardo [1 ,2 ]
Fischer, Xavier [2 ,3 ]
Bennis, Fouad [1 ]
机构
[1] ECN, IRCCyN, Nantes, France
[2] ESTIA, LIPSI, Bidart, France
[3] ENSAM, TREFLE, Talence, France
来源
2007 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4 | 2007年
关键词
distributed knowledge modeling; multiagents system; interactive product design; distributed team; decision making;
D O I
10.1109/IEEM.2007.4419557
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A methodology for distributed knowledge modeling will be presented in this article, in order to contribute to a better decision making during design problems analysis. An optimal design process refers to setting up coherent numerical models and it requires a well structured problem definition. However, a lack of downstream information in early stages of product development leads to a complicated elicitation task that became an issue due to nowadays distributed environments. A Multi-Agent approach is proposed to support the distributed knowledge elicitation process. A set of agents will guide members from the distributed design team, throughout the product life cycle, to extract relevant information and analyze it. The interaction among agents will highlight potential incoherencies during the modeling process, in order to enable partners to avoid inconsistent information. A coherent knowledge base is then constructed and ready to be used to create models to be analyzed by traditional inference engines such as optimization solvers, constraint satisfaction programming, etc.
引用
收藏
页码:2076 / +
页数:2
相关论文
共 8 条
[1]  
*AIAA MDO TC, 1991, MULT DES OPT WHIT PA
[2]   Multi-agent systems applications [J].
Camarinha-Matos, LM ;
Afsarmanesh, H ;
Marík, V .
ROBOTICS AND AUTONOMOUS SYSTEMS, 1999, 27 (1-2) :1-2
[3]   Multi-objective optimization using asynchronous distributed applications [J].
Giassi, A ;
Bennis, F ;
Maisonneuve, JJ .
JOURNAL OF MECHANICAL DESIGN, 2004, 126 (05) :767-774
[4]   Agent-based collaborative product design engineering: An industrial case study [J].
Hao, Q ;
Shen, WM ;
Zhang, Z ;
Park, SW ;
Lee, JK .
COMPUTERS IN INDUSTRY, 2006, 57 (01) :26-38
[5]  
Nkambou R., 2003, AUTHORING TOOLS ADV, P269
[6]   Improvement of the design process through knowledge capitalization: An approach by know-how mapping [J].
Renaud, J ;
Lefebvre, A ;
Fonteix, C .
CONCURRENT ENGINEERING-RESEARCH AND APPLICATIONS, 2004, 12 (01) :25-37
[7]  
TACLA C, 2002, 2 IEEE INT S ADV DIS, P1
[8]  
TASSO C, 1998, DEV KNOWLEDGE BASED, P11