Methodology for the identification of solution patterns within mechatronic systems

This contribution shows a methodology to identify and process solution patterns from existing mechatronic systems and to provide meaningful reuse during the design of new systems. The method is based on Model Based Systems Engineering and uses a matrix-based modularization approach to identify solution knowledge in existing systems. Tacit knowledge becomes externalized and functional chains are depicted in a domain-spanning way. The result is a methodical supported pattern mining process for the overall systems design.

[1]  野中 郁次郎,et al.  Die Organisation des Wissens : wie japanische Unternehmen eine brachliegende Ressource nutzbar machen , 1997 .

[2]  Maik Maurer,et al.  Knowledge transfer applying the structural Complexity Management approach , 2010, 2010 International Conference on Information Retrieval & Knowledge Management (CAMP).

[3]  Linda Rising The Patterns Handbook , 1998 .

[4]  U. Lindemann,et al.  Structural Complexity Management , 2009 .

[5]  Steven D. Eppinger,et al.  Integration analysis of product decompositions , 1994 .

[6]  Tyson R. Browning,et al.  Applying the design structure matrix to system decomposition and integration problems: a review and new directions , 2001, IEEE Trans. Engineering Management.

[7]  อนิรุธ สืบสิงห์,et al.  Data Mining Practical Machine Learning Tools and Techniques , 2014 .

[8]  Robert P. Smith,et al.  A model-based method for organizing tasks in product development , 1994 .

[9]  G. Probst,et al.  Wissen managen-wie Unternehmen ihre wertvollste Ressource optimal nutzen , 1998 .

[10]  Jürgen Gausemeier,et al.  COMPUTER-AIDED CROSS-DOMAIN MODELING OF MECHATRONIC SYSTEMS , 2010 .

[11]  Harald Weber Erstellung nutzerindividueller Dokumente für die Vermittlung von Produktentwicklungswissen durch den Einsatz von Topic Maps , 2010 .

[12]  Markus Meier,et al.  The K- A V-Matrix METHOD - AN APPROACH IN ANALYSIS AND DESCRIPTION OF VARIANT PRODUCTS , 2001 .

[13]  Alexander Chatzigeorgiou,et al.  Design Pattern Detection Using Similarity Scoring , 2006, IEEE Transactions on Software Engineering.

[14]  Linda Rising The patterns handbooks: techniques, strategies, and applications , 1998 .

[15]  George Rzevski,et al.  On conceptual design of intelligent mechatronic systems , 2003 .

[16]  Ursula Frank,et al.  Specification technique for the description of self-optimizing mechatronic systems , 2009 .

[17]  D. V. Steward,et al.  The design structure system: A method for managing the design of complex systems , 1981, IEEE Transactions on Engineering Management.

[18]  Ernst Fricke,et al.  Systems Engineering - Grundlagen und Anwendung , 2015 .

[19]  Lothar Wendehals Improving Design Pattern Instance Recognition by Dynamic Analysis , 2003 .

[20]  A. D. Hall,et al.  A Methodology for Systems Engineering , 1962 .

[21]  Roy Kalawsky,et al.  Using Architecture Patterns to Architect and Analyze Systems of Systems , 2013, CSER.

[22]  Ian H. Witten,et al.  Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .

[23]  Qing-Hua Li,et al.  A new method for design pattern mining , 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826).

[24]  Tyson R. Browning,et al.  Managing complex product development projects with design structure matrices and domain mapping matrices , 2007 .

[25]  Murray Silverstein,et al.  A Pattern Language , 1977 .

[27]  Robert Cloutier,et al.  Applicability of Patterns to Architecting Complex Systems , 2008 .