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Parameter identification of the Jiles–Atherton hysteresis model using a hybrid technique

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2 Author(s)
Baghel, A.P.S. ; Dept. of Electr. Eng., Indian Inst. of Technol. Bombay, Mumbai, India ; Kulkarni, S.V.

The modelling of magnetic components of electromagnetic devices requires an accurate representation of hysteresis characteristics of their material. This study proposes a hybrid technique to solve the parameter identification problem of the Jiles-Atherton hysteresis model. The technique leads to a considerable reduction in computations and gives efficient solution. The technique combines two different optimisation techniques in an effective way. An improvement in the convergence rate of the least-square method has been obtained by using a scaled gradient via the Hessian matrix. The results are validated using experimental data obtained by an Epstein-s frame.

Published in:

Electric Power Applications, IET  (Volume:6 ,  Issue: 9 )