Title :
Generalization of the static Preisach model for dynamic hysteresis by a genetic approach
Author :
Salvini, Alessandro ; Fulginei, Francesco Riganti ; Pucacco, Giuseppe
Author_Institution :
Dipt. di Elettronica Applicata, Univ. Roma Tre, Rome, Italy
fDate :
5/1/2003 12:00:00 AM
Abstract :
A method able to generalize the static Preisach hysteresis model for dynamic loops under sinusoidal time-varying fields is presented in this paper. The aim is to obtain an equivalent static model for dynamic loops. Then, the Preisach distribution function parameters are updated according to the frequency of the excitation magnetic field. The frequency-dependent parameters have been evaluated by genetic algorithms. Validations based on a comparison of the results of the present approach have been made with a different classical numerical approach modeling dynamic loops.
Keywords :
genetic algorithms; magnetic hysteresis; modelling; Preisach distribution function parameters; dynamic loops; equivalent static model; excitation magnetic field; frequency-dependent parameters; genetic algorithms; sinusoidal time-varying fields; static Preisach hysteresis model; Digital relays; Distribution functions; Frequency; Genetic algorithms; Magnetic fields; Magnetic flux; Magnetic hysteresis; Magnetic materials; Neural networks; Numerical models;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2003.810538