Knowledge-based part similarity measurement utilizing ontology and multi-criteria decision making technique

被引:27
作者
Mun, Duhwan [1 ]
Ramani, Karthik [2 ]
机构
[1] KORDI, Maritime & Ocean Engn Res Inst, Taejon 305343, South Korea
[2] Purdue Univ, Sch Mech Engn, W Lafayette, IN 47907 USA
关键词
Multi-criteria decision making technique; Ontology; Part knowledge; Part similarity measurement; Similarity measuring function; DESIGN; REUSE;
D O I
10.1016/j.aei.2010.07.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
When existing parts are re-used for the development of a new product or business-to-business transactions, a method for searching parts from a database that best meet user's requirements is essential. The core of a part search method is to measure the similarity between parts' specifications and the user's input data in an efficient manner. In this paper, the authors suggest a new method for part similarity measurement using ontology and multi-criteria decision making (MCDM) technique and discuss its technical details. This method ensures interoperability with existing engineering information management systems, represents part specifications in a formal manner, and has generality in search procedure. A case study with ejector pins has also been conducted for the demonstration of the proposed method. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:119 / 130
页数:12
相关论文
共 38 条
[1]   Reuse of manufacturing knowledge to facilitate platform-based product realization [J].
Alizon, Fabrice ;
Shooter, Steven B. ;
Simpson, Timothy W. .
JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 2006, 6 (02) :170-178
[2]  
[Anonymous], RES DESCR FRAM RDF C
[3]  
[Anonymous], 2004, PRACTICAL GUIDE BUIL
[4]  
[Anonymous], INTEROPERATING GEOGR
[5]   Web-based E-catalog systems in B2B procurement [J].
Baron, JP ;
Shaw, MJ ;
Bailey, AD .
COMMUNICATIONS OF THE ACM, 2000, 43 (05) :93-100
[6]   A PREFERENCE RANKING ORGANIZATION METHOD - (THE PROMETHEE METHOD FOR MULTIPLE CRITERIA DECISION-MAKING) [J].
BRANS, JP ;
VINCKE, PH .
MANAGEMENT SCIENCE, 1985, 31 (06) :647-656
[7]   Meta-ontology for automated information integration of parts libraries [J].
Cho, Joonmyun ;
Han, Soonhung ;
Kim, Hyun .
COMPUTER-AIDED DESIGN, 2006, 38 (07) :713-725
[8]   An ontology-based approach to eCatalogue management [J].
Cui, Z ;
Shepherdson, JW ;
Li, Y .
BT TECHNOLOGY JOURNAL, 2003, 21 (04) :76-83
[9]   Semantic matching [J].
Giunchiglia, F ;
Shvaiko, P .
KNOWLEDGE ENGINEERING REVIEW, 2003, 18 (03) :265-280
[10]   THE MECHANIZATION OF DESIGN AND MANUFACTURING [J].
GUNN, TG .
SCIENTIFIC AMERICAN, 1982, 247 (03) :114-&