Modelling and Optimization of Induction Cooking by the Use of Magneto-Thermal Finite Element Analysis and Neural Network

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Abstract:

The main advantage of induction cooking is the pan heating without thermal inertia.However to obtain best efficiency, it is essential to have an inductor geometry that gives ahomogeneous temperature on the pan bottom. In this paper, we will first model the magnetothermal phenomena of the system by a finite element method (FEM) in order to determine thedistribution of temperature on the pan bottom taking into consideration the nonlinearity of thesystem. This study shows that the temperature is not homogeneously distributed. Then, in the aim tohave homogeneous temperature distribution in the pan bottom, we propose an inductor structurewith four throats containing the coils and we will use Neural Networks to determine the optimalthroats distribution and their dimensions. The optimized structure permits us to achieve our goal.

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251-259

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August 2014

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© 2014 Trans Tech Publications Ltd. All Rights Reserved

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[1] A. Kanssab, F. Bellouazani, B. Belmadani «Neural Networks Control of High Frequency Inverter for Induction–Heating Cooking» International Review of Automatic Control (Theory and Applications) - March 2009http: /www. praiseworthyprize. com/IREACO_vol_2_n_2. html.

Google Scholar

[2] Y. Yokose, V. Cingoski, K. Kaneda, and H. Yamashita, ' Shape optimization of magnetic devices using genetic algorithms with dynamically adjustable parameters', IEEE Trans. On Magnetics, vol. 35, no. 35, pp.1686-1689, May (1999).

DOI: 10.1109/20.767341

Google Scholar

[3] X. Xu, Y.C. Liang, H.P. Lee, W.Z. Lin, S.P. Lim and X.H. Shi A stable adaptive neural-network-based scheme for dynamical system control,  • Journal of Sound and Vibration, Volume 285, Issue 3, 22 July 2005, Pages 653-667.

DOI: 10.1016/j.jsv.2004.08.034

Google Scholar

[4] Abdelkader. Kansab, Abdelhalim. Zaoui, and Mouloud. Feliachi: Modeling and optimization of induction cooking by the use of magneto-thermal finite element analysis and genetic algorithms , FEE Engineering Springer. Doi 10. 1007/s11460-012-0196-9. Received December 16, 2010; accepted January 19, (2012).

DOI: 10.1007/s11460-012-0196-9

Google Scholar

[5] F. Carenzi, P. Bendahan, V. Y. Roschin, A. A. Frolo A generic neural network for multi-modal sensorimotor learning,  • Neurocomputing, Volumes 58-60, June 2004, Pages 525-533.

DOI: 10.1016/j.neucom.2004.01.090

Google Scholar

[6] J. Acero, P.J. Hernandez, J.M. Burdio, R. Alonso, and L.A. Barragan Simple Resistance Calculation in Litz-Wire Planar Windings for Induction Cooking Appliances, , IEEE Trans. On Magnetics, vol. 41, no. 4, pp.1280-1288, April (2005).

DOI: 10.1109/tmag.2005.844844

Google Scholar

[7] Z. Oudni, A. Kanssab, H. Mohellebi, M. Feliachi « Finite elements modelling of Ferromagnetic plate induction Heating Control Using Curie temperature » IEEE Conference on Electromagnetic Field Computation CEFC. 2008 in Athens, Greece, May 11-15, 2008 www. cefc2008. gr/cefc2008.

DOI: 10.1109/tmag.2009.2013888

Google Scholar

[8] Y. Duterrail, J. C sabonnadiere, Ph. masse and J.L. coulomb 'Non-Linear Complex Finite Element Analysis of Electromagnetic Field in Steady-State AC Devices, IEEE Trans. On Magnetics, Vol. Mag-20, no. 4, July (1984).

DOI: 10.1109/tmag.1984.1063125

Google Scholar

[9] Kent R. Davey, Examination of various techniques for the acceleration of multivariable optimization problems, IEEE Trans. On Magnetics, vol. 39, n°3, May. 2003, pp.1293-1296.

DOI: 10.1109/tmag.2003.810389

Google Scholar

[10] L. Moreau, 'Modélisation, Conception et commande de génératrices à réluctance variable basse vitesse ', Thèse de doctorat de l, université de Nantes, Décembre, (2005).

Google Scholar

[11] Jin-kyu Byun, Kyung Choi, Hee-succ Roh and Song-yop Hahn Optimal Design Procedure for a practical Induction Heating cooker,. IEEE Trans. -Mag. 36, n° 4, . 2, July. (2000).

DOI: 10.1109/20.877698

Google Scholar