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Abstrakty
The process of engineering analysis, especially its preprocessing stage, comprises some knowledge-based tasks which influence the quality of the results greatly, require considerable level of expertise from an engineer; the support for these tasks by the contemporary CAE systems is limited. Analysis of the knowledge and reasoning involved in solving these tasks shows that the appropriate support for them by an automated system can be implemented using case-based reasoning (CBR) technology and ontological knowledge representation model. In this paper the knowledge-based system for intelligent support of the preprocessing stage of engineering analysis in the contact mechanics domain is presented which employs the CBR mechanism. The knowledge representation model is formally represented by the OWL DL ontology. Case representation model, case retrieval and adaptation algorithms for this model and the automated system are described.
Rocznik
Tom
Strony
753--765
Opis fizyczny
Bibliogr. 20 poz., rys.
Twórcy
autor
autor
autor
autor
autor
- Leibniz University Hannover, Institute of Mechanics and Computational Mechanics Appelstr. 9A, 30167 Hannover, Germany
Bibliografia
- [1] B. Bartsch-Spurl, M. Lenz, A. Hubner. Case-based reasoning — Survey and future directions. XPS-99: Knowledge-Based Systems: Survey and Future Directions: Proceedings of the Fifth Biannual German Confeence on Knowledge-Based Systems, Wurzburg, Germany, 1999.
- [2] R. Bergman. On the relations between structural case-based reasoning and ontology-based knowledge management. Proceedings of International Conference ICCBR2003, Trondheim, Norway, 2003.
- [3] S. Bogaerts, D. Leake. Facilitating CBR for Incompletely-Described Cases: Distance Metrics for Partial Problem Descriptions, Lindley Hall, 2004.
- [4] S. Bruninghaus, K.D. Ashley. Reasoning with Textual Cases. ICCBR2005, 2005.
- [5] A. Broad. Case-Based Reasoning. CS3411 essay, Department of Computer Science, University of Manchester, Manchester, UK, 1998.
- [6] Q. Feng, N.K. Prinja. NAFEMS Benchmark Tests for Finite Element Modelling of Contact, Gapping and Sliding. NNC Ltd, Manchester, UK, 2002.
- [7] M. Gomez-Albarran, P. Gonzales-Calero, B. Diaz-Agudo, C. Fernandez-Conde. Modeling the CBR Life Cycle Using Description Logics, 1999.
- [8] P. Gonzales-Calero, B. Diaz-Agudo, M. Gomez-Albarran. Applying DLs for Retrieval in Case-Based Reasoning, 2000.
- [9] Ch.H. Hsiung. A Reusable Engineering Analysis Preprocessing Methodology to Support Design-Analysis Integration, 2002.
- [10] A. Konter. Advanced Finite Element Contact Benchmarks: A FENET report NAFEMS Ltd., Manchester, UK, 2005.
- [11] A. Konter. How To Undertake a Contact and Friction Analysis. NAFEMS Ltd., Manchester, UK, 2000.
- [12] P.K. McKinley, S.M. Sadjadi, E.P. Kasten, B.H.C. Cheng. A Taxonomy of Compositional Adaptation. Springer, Madrid, 2002.
- [13] C.A. McMahon, Y. Liu, R. Crossland, D. Brown, D. Leal, J. Devlukia. A best practice advice system to support automotive engineering analysis processes. Engineering with Computers, 19: 271-283, 2004.
- [14] S. Petrovic, G. Kendall, Y. Yang. A tabu search approach for graph-structured case retrieval. Starting Artificial Intelligence Researches Symposium, Lyon, France, 2002.
- [15] J. Pokojski. IP A: Concepts and Applications in Engineering. Springer, Berlin-Heidelberg, Germany, 2004.
- [16] P. Wriggers. Computational Contact Mechanics. Springer, Berlin-Heidelberg, Germany, 2004.
- [17] P. Wriggers. Finite Element Algorithms for Contact Problems. IM TH Darmstadt, Darmstadt, Germany, 1995.
- [18] P. Wriggers, N. Tarnow. Interactive Control of Nonlinear Finite Element Calculations by an Expert System.IBNM, University of Hannover, Hannover, Germany, 1989.
- [19] P. Wriggers, M. Siplivaya, I. Joukova, R. Slivin. Intelligent support of engineering analysis using ontology and case-based reasoning. Engineering Application of Artificial Intelligence, 20: 709-720, 2007.
- [20] G. Zavarise, P. Wriggers, U. Nackenhorst. A Report of Leonardo Project NUFRIC. TCN, Bergamo, Italy, 2006
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPB1-0031-0023
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