A semantic dictionnary to support multidisciplinary design collaboration in an extended enterprise context

The objective of this paper is to survey the existing methods which may be considered as the potential solutions to solve problems of semantic heterogeneity during the process of the capitalization of the information from the different disciplines and enterprises, in the mechatronic design context. Then after comparing ontological and metamodel-based approaches, we present the solution chosen to meet our objectives.

[1]  Moncef Hammadi,et al.  Knowledge sharing for mechatronic systems design and optimization , 2018 .

[2]  Hong Hai Do Schema matching and mapping based data integration: architecture, approaches and evaluation , 2006 .

[3]  Jean-Yves Choley,et al.  Collaborative Mechatronic Design and Systems Engineering: an Educational Experiment with KARREN , 2018, 2018 IEEE International Systems Engineering Symposium (ISSE).

[4]  Riichiro Mizoguchi,et al.  Ontology-Based Functional-Knowledge Modeling Methodology and Its Deployment , 2004, EKAW.

[5]  Martin Törngren,et al.  PLM for Mechatronics integration , 2009 .

[6]  Gregory R. Olsen,et al.  SHADE: Technology for Knowledge-based Collaborative Engineering , 1993 .

[7]  Helena Sofia Pinto,et al.  Towards Semantics-based Ontology Similarity , 2007, OM.

[8]  Benoît Eynard,et al.  Survey on mechatronic engineering: A focus on design methods and product models , 2014, Adv. Eng. Informatics.

[9]  Mark Henderson,et al.  A meta-model for mechanical products based upon the mechanical design process , 1993 .

[10]  Ed Seidewitz,et al.  What Models Mean , 2003, IEEE Softw..

[11]  Mourad Messaadia,et al.  A meta-modelling framework for knowledge consistency in collaborative design , 2012, Annu. Rev. Control..

[12]  John F. Sowa,et al.  Knowledge representation: logical, philosophical, and computational foundations , 2000 .

[13]  Yong Chen,et al.  A knowledge-based framework for creative conceptual design of multi-disciplinary systems , 2012, Comput. Aided Des..

[14]  Mark S. Fox,et al.  A Requirement Ontology for Engineering Design , 1996 .

[15]  Johan Malmqvist,et al.  Architectures for Mechatronic Product Data Integration in PLM Systems , 2006 .

[16]  Jérôme Euzenat,et al.  Ontology Matching: State of the Art and Future Challenges , 2013, IEEE Transactions on Knowledge and Data Engineering.

[17]  Weiming Shen,et al.  Computer supported collaborative design: Retrospective and perspective , 2008, Comput. Ind..

[18]  Martin L. Kersten,et al.  A Graph-Oriented Model for Articulation of Ontology Interdependencies , 1999, EDBT.

[19]  Robin A. Gandhi,et al.  Ontology-based active requirements engineering framework , 2005, 12th Asia-Pacific Software Engineering Conference (APSEC'05).

[20]  Shaofeng Liu,et al.  Engineering design: perspectives, challenges, and recent advances , 2009 .

[21]  Henk Jan Pels,et al.  Proactive Engineering and PLM: Current Status and Research Challenges , 2013, PLM.

[22]  Mauricio Barcellos Almeida,et al.  Ontologies in knowledge management support: A case study , 2009, J. Assoc. Inf. Sci. Technol..

[23]  Silvana Castano,et al.  Semantic dictionary design for database interoperability , 1997, Proceedings 13th International Conference on Data Engineering.

[24]  Thomas Paviot,et al.  Méthodologie de résolution des problèmes d'interopérabilité dans le domaine du Product Lifecycle Management. (A Methodology for solving interoperability problems in the field of Product Lifecycle Management) , 2010 .

[25]  Natalya F. Noy,et al.  Semantic integration: a survey of ontology-based approaches , 2004, SGMD.

[26]  Gilles Kassel,et al.  A Business Process Evaluation Methodology for Knowledge Management Based on Multicriteria Decision‐Making Approach , 2014 .

[27]  Hercules Dalianis,et al.  Reuse of an ontology in an electrical distribution network domain1 , 1997 .

[28]  Brian Henderson-Sellers,et al.  Bridging metamodels and ontologies in software engineering , 2011, J. Syst. Softw..

[29]  Benoît Combemale Approche de métamodélisation pour la simulation et la vérification de modèle - Application à l'ingénierie des procédés. (Metamodeling Approach for Model Simulation and Verification ~ Application to Process Engineering) , 2008 .

[30]  York Sure,et al.  A Methodology for Ontology‐Based Knowledge Management , 2003 .

[31]  Andreas Kohn,et al.  Function-Based Solution Retrieval and Semantic Search in Mechanical Engineering , 2009 .

[32]  Vincent Thomson,et al.  Ontology based interface design and control methodology for collaborative product development , 2012, Comput. Aided Des..

[33]  Joaquin Miller,et al.  MDA Guide Version 1.0.1 , 2003 .

[34]  Nicola Guarino,et al.  Formal Ontology in Information Systems , 1998 .

[35]  Christiaan J. J. Paredis,et al.  A Port Ontology for Conceptual Design of Systems , 2004, J. Comput. Inf. Sci. Eng..

[36]  Romain Sibois,et al.  Simulation lifecycle and data management , 2015 .

[37]  Gerti Kappel,et al.  Lifting metamodels to ontologies: a step to the semantic integration of modeling languages , 2006, MoDELS'06.

[38]  Klaus Zeman,et al.  Hierarchical design models in the mechatronic product development process of synchronous machines , 2010 .

[39]  Louis Rivest,et al.  PLM perspectives in mechatronic systems design , 2010 .

[40]  Cesare Fantuzzi,et al.  A model-based design methodology for the development of mechatronic systems , 2014 .

[41]  Maki K. Habib Interdisciplinary Mechatronics engineering and science: problem-solving, creative-thinking and concurrent design synergy , 2008 .

[42]  Thomas F. Stahovich,et al.  An Ontology of Mechanical Devices , 1998 .

[43]  Françoise Caron Leveraging tradeoff, bridging the gap among disciplines , 2016 .

[44]  Gregory R. Olsen,et al.  An Ontology for Engineering Mathematics , 1994, KR.

[45]  David C. Anderson,et al.  Ontology-based Design Knowledge Modeling for Product Retrieval , 2005 .

[46]  Steven D. Eppinger,et al.  Managing the integration problem in concurrent engineering , 1993 .

[47]  Pablo Bermell-Garcia,et al.  A critical review of Knowledge-Based Engineering: An identification of research challenges , 2012, Adv. Eng. Informatics.

[48]  Holger Knublauch,et al.  Ontology-Driven Software Development in the Context of the Semantic Web: An Example Scenario with Protégé/OWL , 2004 .

[49]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[50]  Deborah L. McGuinness,et al.  The Role of Frame-Based Representation on the Semantic Web , 2001 .

[51]  Julian Fowler,et al.  STEP for Data Management Exchange and Sharing , 1996 .

[52]  Chen Zheng,et al.  Management of Heterogeneous Information for Integrated Design of Multidisciplinary Systems , 2017 .

[53]  Craig A. Knoblock,et al.  Retrieving and Integrating Data from Multiple Information Sources , 1993, Int. J. Cooperative Inf. Syst..

[54]  W. N. Borst,et al.  Construction of Engineering Ontologies for Knowledge Sharing and Reuse , 1997 .

[55]  Pete Sawyer,et al.  Revisiting Ontology-Based Requirements Engineering in the age of the Semantic Web , 2006 .

[56]  Jean-Marie Favre Foundations of Meta-Pyramids: Languages vs. Metamodels , 2005 .

[57]  David G. Ullman,et al.  Toward the ideal mechanical engineering design support system , 2002 .

[58]  Martin Törngren,et al.  Integrating viewpoints in the development of mechatronic products , 2014 .

[59]  I. Laresgoiti,et al.  An ontology for fault diagnosis in electrical networks , 1996, Proceedings of International Conference on Intelligent System Application to Power Systems.

[60]  Pavan Prasanna Kumar,et al.  DESIGN PROCESS MODELING: TOWARDS AN ONTOLOGY OF ENGINEERING DESIGN ACTIVITIES , 2008 .

[61]  Riichiro Mizoguchi,et al.  Ontology-based systematization of functional knowledge , 2004 .

[62]  Andrei Vasilateanu,et al.  Ontology based multi-system for SME knowledge workers , 2016, 2016 IEEE International Symposium on Systems Engineering (ISSE).