Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33122
Modeling of Dielectric Heating in Radio- Frequency Applicator Optimized for Uniform Temperature by Means of Genetic Algorithms
Authors: Camelia Petrescu, Lavinia Ferariu
Abstract:
The paper presents an optimization study based on genetic algorithms (GA-s) for a radio-frequency applicator used in heating dielectric band products. The weakly coupled electro-thermal problem is analyzed using 2D-FEM. The design variables in the optimization process are: the voltage of a supplementary “guard" electrode and six geometric parameters of the applicator. Two objective functions are used: temperature uniformity and total active power absorbed by the dielectric. Both mono-objective and multiobjective formulations are implemented in GA optimization.Keywords: Dielectric heating, genetic algorithms, optimization, RF applicators.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1082441
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1935References:
[1] A. C. Metaxas, Foundations of Electroheat Chicester, UK, John Wiley & Sons, 1996.
[2] Dielectric Heating for Industrial Processes, U.I.E.- "Dielectric Heating" working group, Paris,1992.
[3] G. B. Kumbhar and S. V. Kulkarni, "Application of coupled field formulations to electrical machinery," COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, vol.26, pp.489-523, no.2, 2007.
[4] E. Dominguez-Tortajada, J. Monzo-Cabrera, and Al. Diaz-Morcillo, "Uniform electric field distribution in microwave heating applicators by means of genetic algorithms optimization of dielectric multilayer structures," IEEE Trans. Microwave Theory, vol. 55, pp. 85-91, Jan. 2007.
[5] B. Cordes, E. Eves, and V. Yakovlev, "Modeling-based minimization of time-to-uniformity in microwave heating systems," in Proc. 11th Int.Conf. Microwave and High Frequency Heating, Oradea, Romania, 2007, pp. 305-308.
[6] B. Cordes and V. Yakovlev, " Computational tools for synthesis of a microwave heating process resulting in the uniform temperature field," in Proc. 11th Int.Conf. Microwave and High Frequency Heating, Oradea, Romania, 2007, pp. 71-74.
[7] Y. Okamoto, F. Imai, D. Miyagi, and N. Takahashi, "Optimal design of induction heating equipment for high speed processing of a semiconductor," COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, vol.23, pp.1045-1052, no.4, 2004.
[8] D. S. Weile, and E. Michielsen, "Genetic algorithm optimization applied to electromagnetics. A review," ," IEEE Trans.Antennas and Propagation, vol. 45, pp. 343-353, March 1997.
[9] C. Petrescu, "Using high frequency electromagnetic fields for dielectric heating," Ph.D. dissertation, Faculty Elect. Eng, Politehnica Univ., Bucharest, Romania, 1994.
[10] C. Petrescu, "Temperature evolution in cylindrical dielectric load in radio-frequency applicator," Revue Roumaine des Sciences Techniques, vol. 40, pp. 453-460, oct.-dec. 1995.
[11] C. Petrescu, "Numerical study of the temperature field inside dielectric load heated in optimized staggered-through applicator," in Proc. 11th Int.Conf. Microwave and High Frequency Heating, Oradea, Romania, 2007, pp. 75-78.
[12] J. Brandup, and E.H. Immergut, Editors, Polymer Handbook, John Wiley & Sons, N.Y., 1975.
[13] Genetic Algorithm and Direct Search Toolbox, Available: http://www.mathworks.com.
[14] T. Back, D. Fogel, and Z. Michalewicz, Evolutionary computation. Advanced algorithms and operators. Bristol, UK, Institute of Physics Publishing House, 2000.
[15] L. Ferariu, Evolutionary algorithms in system identification and control. Iasi, Romania, Politehnium Publishing House, 2006.