Abstract
This article presents an intelligent method to synthesize a technological system structure for threaded connections assembly under conditions of uncertainty. To accomplish the task, a fuzzy neural network was used. In the process of the neural system training, rules for optimal selection of assembly equipment were obtained. The optimal structure of the assembly system provides for high quality characteristics of the assembly process, as well as of the resulting threaded connections.
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References
De Jesús, O., Hagan, M.T.: Backpropagation Algorithms for a Broad Class of Dynamic Networks. IEEE Transactions on Neural Networks 18(1), 14–27 (2007)
Gross, J., Yellen, J.: Graph theory and its applications. Chapman & Hall/CRC (2006)
Haykin, S.: Neural Networks: A Comprehensive Foundation. Prentice Hall Press, NY (1998)
Hellmann, K.-H.: Entwicklung der Schraubtechnik. VDI Zeitschrift 131(5), s.89–s.93 (1989)
Jang, J.-S.R.: ANFIS: Adaptive Network-based Fuzzy Inference System. IEEE Trans. on Syst., Man and Cybernetics 23(3), 665–685 (1993)
John, R., Jones, S.: The economic Relevance of materials joining technology. Welding World 39(3), 145–153 (1997)
Lin, C.-T., Lee, C.-C.: Neural Fuzzy Systems. A Neuro-Fuzzy Synergism to Intelligent Systems. Prentice-Hall, NY (1996)
Warwick, K., Irwin, G.W., Hunt, K.J.: Neural Networks for Control and Systems. Stevenage, U.K (1992)
Zha, X.F., Lim, S.Y.E., Fok, S.C.: Development of Expert System for Concurrent Product Design and Planning for Assembly. International Journal of Advanced Manufacturing Technology 15, 153–162 (1999)
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Chumakov, R. (2011). Development of Technological System Structure for Threaded Connections Assembly under Conditions of Uncertainty. In: Mehrotra, K.G., Mohan, C.K., Oh, J.C., Varshney, P.K., Ali, M. (eds) Modern Approaches in Applied Intelligence. IEA/AIE 2011. Lecture Notes in Computer Science(), vol 6704. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21827-9_16
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DOI: https://doi.org/10.1007/978-3-642-21827-9_16
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-21826-2
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