A Meta-Model for Knowledge Representation Integrating Maturity for Decision Making in Engineering Design

Computer Aided Design (CAD) and Computer Aided Engineering (CAE) models are often used during product design. Various interactions between the different models must be managed in a PLM approach for the designed system to be robust and in accordance with defined specifications. To effectively manage engineering changes on the system definition, the dependencies between the different models must be known and managed in a PLM system. A lot of data are exchanged in collaborative design and different problems must be managed in terms of data consistency. We propose a meta-model for knowledge representation integrating maturity concept to support decision making in preliminary collaborative design. A literature survey about existing knowledge models is done before presenting the proposed meta-model of knowledge.

[1]  Gregory Huet,et al.  Manufacturing Process Management: iterative synchronisation of engineering data with manufacturing realities , 2007 .

[2]  Steven D. Eppinger,et al.  A Model-Based Framework to Overlap Product Development Activities , 1997 .

[3]  Sergio Terzi,et al.  Development of a Metamodel to Foster Interoperability along the Product Lifecycle Traceability , 2006 .

[4]  Michael Uschold,et al.  The Enterprise Ontology , 1998, The Knowledge Engineering Review.

[5]  P. K. Kannan,et al.  A decision support system for product design selection: A generalized purchase modeling approach , 2006, Decis. Support Syst..

[6]  Dominique Chamoret,et al.  Using the knowledge configuration model to manage knowledge in configuration for upstream phases of the design process , 2011 .

[7]  Kim B. Clark,et al.  Product development performance : strategy, organization, and management in the world auto industry / Kim B. Clark, Tahahiro Fujimoto , 1991 .

[8]  Jae-Hyun Lee,et al.  OWL-Based Product Ontology Architecture and Representation for Sharing Product Knowledge on a Web , 2007 .

[9]  L. Zadeh Fuzzy sets as a basis for a theory of possibility , 1999 .

[10]  R. W. Hanssen Reducing delivery times in engineer-to-order firms by using the concepts of concurrent engineering , 1997 .

[11]  Olivier Corby,et al.  Méthodes de capitalisation de mémoire de projet , 1999 .

[12]  Ltm Blessing Comparison of design models proposed in prescriptive literature , 1995 .

[13]  Eric Blanco,et al.  Towards PDM extension to support the exchange of preliminary information in design , 2006 .

[14]  Glenn Shafer,et al.  A Mathematical Theory of Evidence , 2020, A Mathematical Theory of Evidence.

[15]  Viswanathan V Krishnan,et al.  Managing the simultaneous execution of coupled phases in concurrent product development , 1996 .

[16]  Patrick Burlat,et al.  Vers l'intégration des compétences dans le pilotage des performances de l'entreprise , 2002 .

[17]  Steven J. Fenves,et al.  A product information modeling framework for product lifecycle management , 2005, Comput. Aided Des..

[18]  Kyung K. Choi,et al.  A NEW FUZZY ANALYSIS METHOD FOR POSSIBILITY-BASED DESIGN OPTIMIZATION , 2004 .

[19]  Eric Blanco,et al.  Conflict Management in Design Process: Focus on Changes Impact , 2006, CE.

[20]  D. Ullman The Ideal Engineering Decision Support System , 2001 .

[21]  Frédéric Noël,et al.  The PPO design model with respect to digital enterprise technologies among product life cycle , 2008, Int. J. Comput. Integr. Manuf..

[22]  Rudolf Scheidl,et al.  Model relations between conceptual and detail design , 2010 .

[23]  Frédéric Noël,et al.  Specification of Product Modelling Concepts Dedicated to Information Sharing in a Collaborative Design Context , 2005 .

[24]  Eric Blanco,et al.  Framework for Managing Preliminary Information in Collaborative Design Processes , 2005 .

[25]  David Robertson,et al.  Product development performance: Strategy, organization, and management in the world auto industry , 1992 .

[26]  Daniel Pierre Thunnissen,et al.  Propagating and Mitigating Uncertainty in the Design of Complex Multidisciplinary Systems , 2005 .

[27]  Mordechai Ben-Menachem,et al.  Review of "CMMI: guidelines for process integration and product improvement by Mary Beth Chrissis, Mike Konrad and Sandy Shrum." Addison Wesley 2003 , 2004, SOEN.

[28]  B. Youn,et al.  Inverse Possibility Analysis Method for Possibility-Based Design Optimization , 2006 .

[29]  Herman H. van Mal,et al.  The structuring of process knowledge : function task properties and state , 1989 .

[30]  Arthur P. Dempster,et al.  Upper and Lower Probabilities Induced by a Multivalued Mapping , 1967, Classic Works of the Dempster-Shafer Theory of Belief Functions.

[31]  Ali A. Yassine,et al.  Engineering design management: An information structure approach , 1999 .

[32]  Yvon Gardan,et al.  P4LM: A methodology for product lifecycle management , 2008, Comput. Ind..