Abstract
Textile Engineering relies increasingly on the use of computer models that seek to predict the properties and performance of certain textile structures. Those models have been using different computational tools to represent fabrics in a suitable computing environment and also to predict its final properties. Among others, the mathematical models to simulate the behavior of the studied textile structures (yarns, fabrics, kniting and nonwoven). The analysis of textile designs or structures through the Finite Element Method (FEM) has largely facilitated the prediction of their behavior of the textile structure under mechanical loads. For classification problems Artificial Neural Networks (ANNs) have proved to be a very effective tool for a quick and accurate solution. The Case-Based Reasoning (CBR) method is proposed, to complement the results of the those systems where the finite element simulation, mathematical modeling and neural networks can not be applied.
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
Bingham, G.A., Hague, R.: Efficient three dimensional modelling of additive manufactured textiles. Rapid Prototyping Journal 19(4), 269–281 (2013)
Burkhard, H.D.: Case completion and similarity in case-based reasoning. Comput. Sci. Inf. Sys. 1(2), 27–55 (2004)
Chattopadhyay, R., Guha, A.: Artificial Neural Networks: Applications to Textiles. Textile Progress 35(1), 1–46 (2004)
Chen, X.: Modelling and Predicting Textile Behaviour. Woodhead publishing Series in Textiles, Elsevier (2009)
Corchado, J., Lees, B.: A hybrid case-based model for forecasting. Appl. Artif. Intell. 15(2), 105–127 (2001)
Dwivedi, A.: Role of Computer and Automation in Design and Manufacturing for Mechanical and Textile Industries: CAD/CAM. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 2278–3075 (2013)
Fernández-Riverola, F., Corchado, J.M.: Sistemas híbridos neuro-simbólicos: Una revision. Inteligencia Artificial, Rev. Iberoam. de I. A. 4(11), 12–26 (2000)
Fontana, M., Rizzi, C., Cugini, U.: 3D virtual apparel design for industrial applications. Computer-Aided Design 37(6), 609–622 (2005)
Green, T.R.G.: Cognitive Dimensions of Notations. People and Computers V. Cambridge University Press, Cambridge (1989)
Guruprasad, R., Behera, B.K.: Soft Computing in Textiles. Ind. J. of Fibre and Text. Res. 35, 75–84 (2010)
Kolodner, J.: Case-Based Reasoning. Morgan Kaufmann, San Mateo (1993)
McSherry, D.: Similarity and compromise. In: Lect. Notes Comput. Sci., vol. 2689, pp. 1067–1067. Springer, Heidelberg (2003)
McSherry, D.: Completeness criteria for retrieval in recommender systems. In: Lect. Notes Comput. Sci., vol. 4106, pp. 9–29. Springer, Heidelberg (2006)
MODSIMtex: Development of a rapid configuration system for textile production machinery based on the physical behaviour simulation of precision textile structures, Project reference: 214181 Funded under: FP7-NMP. modsimtex.eu
Riesbeck, C.K., Schank, R.C.: Inside Case-Based Reasoning. Lawrence Erlbaum Ass, Hillsdale (1989)
Sevilla, B., Sánchez, M.: Case-based reasoning applied to textile industry processes. In: Lect. Notes Comput. Sci., vol. 7466, pp. 428–442 (2012)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Bullón Pérez, J., González Arrieta, A., Hernández Encinas, A., Queiruga Dios, A. (2016). Textile Engineering and Case Based Reasoning. In: Omatu, S., et al. Distributed Computing and Artificial Intelligence, 13th International Conference. Advances in Intelligent Systems and Computing, vol 474. Springer, Cham. https://doi.org/10.1007/978-3-319-40162-1_46
Download citation
DOI: https://doi.org/10.1007/978-3-319-40162-1_46
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-40161-4
Online ISBN: 978-3-319-40162-1
eBook Packages: EngineeringEngineering (R0)