Issue:Intuitionistic fuzzy estimation of a model of a thermoelectric cooling system, presented by neural network

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http://ifigenia.org/wiki/issue:nifs/21/5/33-39

Title of paper: Intuitionistic fuzzy estimation of a model of a thermoelectric cooling system Author(s): I. Belovski Prof. Assen Zlatarov University, 1 Prof. Yakimov str., 8010 Bourgas, Bulgaria A. Alexandrov Technical University of Gabrovo, 4 H. Dimitar str., 5300 Gabrovo, Bulgaria alex@tugab.bg L. Staneva Prof. Assen Zlatarov University, 1 Prof. Yakimov str., 8010 Bourgas, Bulgaria S. Sotirov Prof. Assen Zlatarov University, 1 Prof. Yakimov str., 8010 Bourgas, Bulgaria ssotirov@btu.bg Published in: "Notes on IFS", Volume 21, 2015, Number 5, pages 33–39 Download:  PDF (477  Kb, File info) Abstract: Neural networks are the tools that can be used for the modelling for many systems. Thermoelectric cooling systems (TCS), generated on the basis of Peltier elements, are very widely used in the military industry and computing, which require smooth but precise thermostating of objects and volumes. For the estimations between these two systems we use intuitionistic fuzzy set. Keywords: Intuitionistic fuzzy set, Thermoelectric cooling systems, Neural networks. AMS Classification: 03E72. References: Atanassov, K. (2012) On Intuitionistic Fuzzy Sets Theory. Springer, Berlin. Bishop C. M. (2000) Neural Networks for Pattern Recognition, Oxford University Press. Rumelhart, D. E., G. E. Hinton & R. J. Williams (1986), Learning representations by back-propagating errors, Nature, 323, 533–536. Goldsmith, H. J. (1986) Electronic Refrigeration, Pion, London. Haykin, S. (1999) Neural Networks: A Comprehensive Foundation, Prentice Hall, N.J. Highly Efficient Thermoelectric Unicouples (2000) NPO-20872, NASA Tech Briefs, Vol. 24(10). Peltier Application Note, CUI INC, Available online: http://www.cui.com/catalog/resource/peltier-app-note.pdf. Hagan, M.T., H. B. Demuth & M. Beale (1996) Neural Network Design, PWS Publishing Company, Boston. Rujano, J. R., R. Cardenas, M. M. Rahmad & W. A. Moreno (1998) Development of a termal management solution for a ruggedized Pentium based notebook computer, Proc. of InterSociety Conference on Termal Phenomena’1998. Yang, R, G. Chen, A. R. Kumar, G. J. Snyder & J. Fleurial (2005) Transient Cooling of Thermoelectric Coolers and Its Applications for Microdevices. Energy Conversion and Management, 46, 1407. Yong N. Lee (1993) Performance of Thermoelectric Air-to-Air Cooler. Impact of Heat Exchanger Characteristic, Proc. of the 12th International Conference on Thermoelectric. Yokohama, Japan, 407–411. Yu, H., B. Wilamowski & M. Levenberg (2011) Marquardt training. The Industrial Electronics Handbook, 5, 1–15. Citations: The list of publications, citing this article may be empty or incomplete. If you can provide relevant data, please, write on the talk page.