Configuration of product extension services in servitisation using an ontology-based approach

被引:38
作者
Shen, Jin [1 ]
Wang, Liya [1 ]
Sun, Yiwen [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Ind Engn & Logist Management, Shanghai 200030, Peoples R China
基金
中国国家自然科学基金;
关键词
product extension services; configuration; ontology; OWL; SWRL; MASS CUSTOMIZATION; SEMANTIC WEB; DESIGN; SYSTEM; PRINCIPLES; PROTEGE;
D O I
10.1080/00207543.2011.652744
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Product extension services (PESs) are becoming an important new source of profit for servitised manufacturers. Configuring correct and valid PESs out of available service components thus becomes a critical activity to respond to diverse customer needs. However, PES configuration is a rather difficult knowledge-intensive task. In this paper, an ontology-based approach to representing PES configuration knowledge and developing a PES configuration system is presented, with the aim of enabling effective and efficient configuration by sharing and reusing knowledge unambiguously. First, meta-ontologies which include service sub-ontology, product sub-ontology and customer sub-ontology are built for the generic PES configuration domain. Then, configuration knowledge in the specific domain is derived by re-using or inheriting the concepts and relations in these meta-ontologies. Structural knowledge in domain-specific ontologies is further represented in OWL, an ontology language, while rule knowledge is formalised in SWRL, a rule language based on OWL. Finally, actual configuration reasoning processes are performed with the support of a rule engine, namely JESS, by mapping OWL-based structural knowledge and SWRL-based rule knowledge to JESS facts and JESS rules, respectively. The proposed approach is demonstrated by an example of configurable PESs called a 'building solution'.
引用
收藏
页码:6469 / 6488
页数:20
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