Development of a product configuration system with an ontology-based approach

被引:98
作者
Yang, Dong [1 ]
Dong, Ming [1 ]
Miao, Rui [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Mech Engn, Dept Ind Engn, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Product configuration; Ontology; OWL; Semantic web;
D O I
10.1016/j.cad.2008.05.004
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Product configuration is a crucial means to implement the mass customization paradigm by assembling a set of customizable components to satisfy both customers' needs and technical constraints. With the aim of enabling efficient and effective development of product configuration rns by reusing configuration knowledge, ail ontology-based approach to modeling product configuration knowledge is presented in this paper. The ontology-based product configuration models are hierarchically organized. At the lower level, a configuration meta-model is defined. Based on this meta-model, domain-specific configuration knowledge can be derived by reusing or inheriting the classes or relations in the meta-model. Configuration models are formalized using OWL (Ontology Web Language), an ontology representation language developed by W3C. As a result, configuration models have well-defined semantics due to the logic semantics of OWL, making it possible to automatically detect inconsistencies of configuration knowledge bases. Furthermore, configuration constraints are represented in SWRL, a rule language based on OWL. Finally, actual configuration processes are carried Out using JESS, a rule engine for the Java platform, by mapping OWL-based configuration facts and SWRL-based configuration constraints into JESS facts and JESS rules, respectively. The proposed methodology is illustrated with an example for configuring the ranger drilling machine. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:863 / 878
页数:16
相关论文
共 53 条
  • [1] A methodology for creating ontologies for engineering design
    Ahmed, Saeema
    Kim, Sanghee
    Wallace, Ken M.
    [J]. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 2007, 7 (02) : 132 - 140
  • [2] Altuna A, 2004, LECT NOTES COMPUT SC, V3263, P69
  • [3] [Anonymous], 2003, Jess in Action: Rule Based Systems in Java
  • [4] [Anonymous], 2004, "OWL web ontology language guide,"
  • [5] [Anonymous], P 11 INT JOINT C ART
  • [6] [Anonymous], 1993, FDN CONSTRAINT SATIS
  • [7] [Anonymous], 1992, KNOWLEDGE INTERCHANG
  • [8] [Anonymous], INT J PRODUCTION RES
  • [9] Baader F., 2002, DESCRIPTION LOGIC HD
  • [10] EXPERT SYSTEMS FOR CONFIGURATION AT DIGITAL - XCON AND BEYOND
    BARKER, VE
    OCONNOR, DE
    [J]. COMMUNICATIONS OF THE ACM, 1989, 32 (03) : 298 - 317