Hysteresis losses in soft magnetic composite materials
ISSN: 0332-1649
Article publication date: 1 January 2006
Abstract
Purpose
To analyze the Jiles and Atherton hysteresis model used for hysteresis losses estimation in soft magnetic composite (SMC) material.
Design/methodology/approach
The Jiles and Atherton hysteresis model parameters are optimized with genetic algorithms (GAs) according to measured symmetric hysteresis loop of soft magnetic composite material. To overcome the uncertainty, finding the best‐optimized parameters in a wide predefined searching area is done with the proposed new approach. These parameters are then used to calculate the hysteresis losses for the modeled hysteresis. The asymmetric hysteresis loops are also investigated.
Findings
The classical GAs are good optimization methods when a pre‐defined possible set of solutions is known. If no assumption on solutions is present and a wide searching area range for parameter estimation is selected then the use of the new approach with nested GAs gives good results for symmetric hysteresis loops and further for the estimation of hysteresis losses.
Research limitations/implications
The use of the Jiles and Atherton hysteresis model for asymmetric hysteresis must be explored further. Only one set of optimized Jiles and Atherton hysteresis model parameters used for estimation of hysteresis losses gives good results for only symmetric hysteresis loops. These parameters have limitations for asymmetric hysteresis loops.
Practical implications
Nested GAs are a useful method for optimization when a wide searching area is used.
Originality/value
The originality of the paper is in the establishment of nested GAs and their application in Jiles and Atherton hysteresis model parameters optimization. Also, original is the use of the Jiles and Atherton hysteresis model for hysteresis loop description of soft‐magnetic composite material.
Keywords
Citation
Zidarič, B., Zagirnyak, M., Lenasi, K. and Miljavec, D. (2006), "Hysteresis losses in soft magnetic composite materials", COMPEL - The international journal for computation and mathematics in electrical and electronic engineering, Vol. 25 No. 1, pp. 157-168. https://doi.org/10.1108/03321640610634416
Publisher
:Emerald Group Publishing Limited
Copyright © 2006, Emerald Group Publishing Limited