Generalization of the static Preisach model for dynamic hysteresis by a genetic approach

IEEE Transactions on Magnetics

Volumn 39, Issue 3 I, 2003, Pages 1353-1356

  Salvini, Alessandro ^a   Fulginei, Francesco Riganti ^a   Pucacco, Giuseppe ^a  

^a ROMA TRE UNIVERSITY   (Italy)

Author keywords

Genetic algorithms (GAs); Hysteresis; Neural networks (NNs)

Indexed keywords

FERROMAGNETIC MATERIALS; GENETIC ALGORITHMS; MAGNETIC DEVICES; MAGNETIC FIELDS; MATHEMATICAL MODELS; PROBABILITY DISTRIBUTIONS;

DYNAMIC HYSTERESIS; PREISACH DISTRIBUTION FUNCTION PARAMETERS; STATIC PREISACH MODEL;

MAGNETIC HYSTERESIS;

EID: 0037844560     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMAG.2003.810538     Document Type: Article

References (9)

1. I. D. Mayergoyz, Mathematical Models of Hysteresis. New York: Springer-Verlag, 1990.
2. A. Salvini and F. Riganti Fulginei, "Genetic algorithms and neural networks generalizing the Jiles-Atherton model of static hysteresis for dynamic loops," IEEE Trans. Magn., vol. 38, pp. 873-876, Mar. 2002.
3. K. P. R. Wilson, J. N. Ross, and A. D. Brown, "Optimizing the Jiles-Atherton model of hysteresis by a genetic algorithm," IEEE Trans. Magn., vol. 37, pp. 989-993, Mar. 2001.
4. M. A. Coulson, R. D. Slater, and R. R. S. Simpson, "Representation of magnetic characteristic, including hysteresis, using Preisach's theory," Proc. Inst. Elect. Eng., vol. 124, no. 10, pp. 895-898, Oct. 1977.
5. D. C. Jiles, IEEE Trans. Magn., "Modeling the effects of eddy current losses on frequency dependent hysteresis in electrically conducting media," vol. 30, pp. 4326-4328, Nov. 1994.
6. G. Bertotti, "General properties of power losses in soft ferromagnetic materials," IEEE Trans. Magn., vol. 24, pp. 621-630, Jan. 1988.
7. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning. Reading, MA: Addison-Wesley, 1989.
8. D. C. Jiles, J. Tholke, M. Devine, "Numerical determination of hysteresis parameters for the modeling of magnetic properties using the theory of ferromagnetic hysteresis," IEEE Trans. Magn., vol. 28, pp. 27-35, Jan. 1992.
9. P. Del Vecchio and A. Salvini, "Neural networks and Fourier descriptor macromodeling dynamic hysteresis," IEEE Trans. Magn., vol. 36, pp. 1246-1249, July 2000.