Title :
A Method for Optimal Identification of a Stop Model With Input-Dependent Shape Function
Author :
Matsuo, Tetsuji ; Shimasaki, Masaaki
Author_Institution :
Graduate Sch. of Eng., Kyoto Univ.
Abstract :
An optimal identification method is developed for an efficient hysteresis model: a stop model having an input-dependent shape function. To simplify the identification procedure, the input-dependent shape function is given by the product of a weighting function and an input-independent shape function. The optimal weighting function is determined using the least-squares method. To obtain an optimal weighting function, two methods are proposed: one uses the property of equal vertical chords, the other is based on a symmetry condition. Both methods effectively improve the representation accuracy of B--H loops of silicon steel sheets using the stop model. The representation capability of the stop model is compared with that of the play model
Keywords :
least squares approximations; magnetic hysteresis; silicon; steel; equal vertical chords; hysteresis model; input dependent shape function; least squares method; optimal identification; silicon steel sheets; stop model; symmetry condition; weighting function; Computational efficiency; Electromagnetic analysis; Electromagnetic modeling; Magnetic analysis; Magnetic flux density; Magnetic hysteresis; Mathematical model; Shape; Silicon; Steel; Hysteresis; identification method; least-squares method; silicon steel sheet; stop model;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2006.884355