A Service-Oriented Modeling Approach for Distributed Management of Multidisciplinary Design Knowledge in the Semantic Grid

This paper describes a preliminary attempt at using Semantic Grid paradigm, especially service-oriented modeling approach, for distributed management of multidisciplinary design knowledge, enabling to add semantics to grid services to endow them with capabilities needed for their successful deployment and reuse in multidisciplinary collaborative design. Domain resource ontology is identified as the key enabler to a meaningful agent communication for collaborative work among multidisciplinary organizations. A semantic-driven workflow representation adopted in the proposed service-oriented modeling framework can speed up the design process of a complex engineering system by composing the process with existing multidisciplinary design resources intelligently. The proposed approach has been evaluated with a multidisciplinary collaborative design example of metal stamping progressive die.

[1]  Simon J. Cox,et al.  SEMANTICS‐ASSISTED PROBLEM SOLVING ON THE SEMANTIC GRID , 2005, Comput. Intell..

[2]  Alan L. Rector,et al.  Editing Description Logic Ontologies with the Protégé OWL Plugin , 2004, Description Logics.

[3]  Volker Haarslev,et al.  Racer: A Core Inference Engine for the Semantic Web , 2003, EON.

[4]  Agostino Poggi,et al.  Developing multi‐agent systems with a FIPA‐compliant agent framework , 2001, Softw. Pract. Exp..

[5]  Ian Horrocks,et al.  OWL-QL - a language for deductive query answering on the Semantic Web , 2004, J. Web Semant..

[6]  Christine W. Chan From Knowledge Modeling To Ontology Construction , 2004, Int. J. Softw. Eng. Knowl. Eng..

[7]  G Stix,et al.  The mice that warred. , 2001, Scientific American.

[8]  Nicholas R. Jennings,et al.  The Semantic Grid: Past, Present, and Future , 2005, Proceedings of the IEEE.

[9]  Markus Stumptner,et al.  Configuration knowledge representations for Semantic Web applications , 2003, Artificial Intelligence for Engineering Design, Analysis and Manufacturing.

[10]  E. J. Friedman-hill. Jess,et al.  The expert system shell for the java platform , 2002 .

[11]  Raheel Ahmad,et al.  Expert Systems: Principles and Programming , 2006, Scalable Comput. Pract. Exp..

[12]  Deborah L. McGuinness,et al.  OWL Web ontology language overview , 2004 .

[13]  Ami Marowka,et al.  The GRID: Blueprint for a New Computing Infrastructure , 2000, Parallel Distributed Comput. Pract..

[14]  Guus Schreiber,et al.  Knowledge Engineering and Management: The CommonKADS Methodology , 1999 .

[15]  Ian Foster,et al.  The Grid 2 - Blueprint for a New Computing Infrastructure, Second Edition , 1998, The Grid 2, 2nd Edition.

[16]  James A. Hendler,et al.  The Semantic Web" in Scientific American , 2001 .

[17]  Nicholas R. Jennings,et al.  The Semantic Grid: Past, Present, and Future , 2005 .