Abstract
Nowadays one of the biggest problems many manufacturing companies face is the loss of knowledge from the information it possesses. Whether it tries to make business or improves the exchange of information within its different areas, valuable knowledge does not reach all stakeholders due to abstraction and ambiguity. A clear example in which both problems have a clear effect in terms of knowledge loss occurs during the interpretation of Computer-Aided Designs (CAD). If there is no experience doing such task the only data extracted will be limited to the elements contained on the drawing. By creating a semantic model we are able to know the contents specific details of a CAD without the use of a graphical tool, also ambiguity problems disappear as the terms used on the semantic model are based on a controlled vocabulary derived from an ontology.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
National Institute of Standards and Technology (NIST), http://www.nist.gov/director/planning/upload/report04-2.pdf
Ryder Center for Supply Chain Management, http://rydercenter.fiu.edu/why-supply-chain-management.html
Magrab, E.: Integrated Product and Process Design and Development: The Product Realization Process. CRC Press, New York (1997)
Duimering, P.R., et al.: Requirements engineering in new product development. Communications of the ACM 51(3), 77–82 (2008)
Sriram Ram, D.: Distributed and Integrated Collaborative Engineering Design. Sarven Publishers (2002)
Sriram, R.D., SZykman, S., Durham, D.: Special Issue on Collaborative Engineering. Transactions of the ASME Journal of Computing and Information Science in Engineering 6(2), 93–95 (2006)
Bock, C., Gruninger, M.: PSL: A semantic domain for flow models. Software and System Modeling 4(2), 209–231 (2005)
Li, M., Zhang, Y.F., Fuh, J.Y.H.: Retrieving Reusable 3D CAD Models Using Knowledge Driven Dependency Graph Partitioning. In: Computer-Aided Design (2010)
Žáková, M., Železný, F., Garcia-Sedano, J.A., Masia Tissot, C., Lavrač, N., Křemen, P., Molina, J.: Relational Data Mining Applied to Virtual Engineering of Product Designs. In: Muggleton, S.H., Otero, R., Tamaddoni-Nezhad, A. (eds.) ILP 2006. LNCS (LNAI), vol. 4455, pp. 439–453. Springer, Heidelberg (2007)
Dokken, T., Quak, E., Skytt, V.: Requirements from Isogeometric Analysis for Changes in Product Design Ontologies. In: Proceedings of the Focus K3D Conference on Semantic 3D Media and Content, Sophia Antipolis, France (2010)
Catalano, C.E., Camossi, E., Ferrandes, R., Cheutet, V., Sevilmis, N.: A product design ontology for enhancing shape processing in design workflows. Journal of Intelligent Manufacturing (2008)
Lemaignan, S., Siadat, A., Dantan, J.-Y., Semenenko, A.: MASON: A Proposal For An Ontology Of Manufacturing Domain. In: Proceedings of the IEEE Workshop on Distributed Intelligent Systems: Collective Intelligence and Its Applications (DIS 2006), pp. 195–200. IEEE Computer Society, Washington, DC (2006)
Young, R.I.M., Gunendran, A.G., Cutting-Decelle, A.F., Gruninger, M.: Manufacturing knowledge sharing in PLM: a progression towards the use of heavy weight ontologies. International Journal of Production Research (2007)
Morton M42 engine, description and facts, http://modelenginenews.org/cardfile/m42.html
Knutson, R.: The Morton Story Part 8: The Morton Fours. Engine Collectors’ Journal 14(5-77), 1 (1984)
STandarized Exchange of Product (STEP), Industrial automation systems and integration – Product data representation and exchange – Part 21: Implementation methods: Clear text encoding of the exchange structure, http://www.iso.org/iso/iso_catalogue/catalogue_tc/catalogue_detail.htm?csnumber=33713
Initial Graphics Exchange Specification: IGES 5.3, N. Charleston, SC: U.S. Product Data Association, http://www.uspro.org/product-data-resources
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bermeo, N.V., González Mendoza, M., Castro, A.G., Dueñas, I.H. (2013). Towards the Creation of Semantic Models Based on Computer-Aided Designs. In: Batyrshin, I., González Mendoza, M. (eds) Advances in Artificial Intelligence. MICAI 2012. Lecture Notes in Computer Science(), vol 7629. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-37807-2_26
Download citation
DOI: https://doi.org/10.1007/978-3-642-37807-2_26
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-37806-5
Online ISBN: 978-3-642-37807-2
eBook Packages: Computer ScienceComputer Science (R0)