Reliability and Efficiency of Differential Evolution Based Method of Determination of Jiles-Atherton Model Parameters for X30Cr13 Corrosion Resisting Martensitic Steel
Rafał Biedrzycki , Dorota Jackiewicz , Roman Szewczyk
AbstractPaper presents new possibilities of Jiles-Atherton model of magnetic hysteresis parameters determination. The main problem connected with this model is the fact that its parameters have to be determined during the opti - mization process. However, due to the local minima on the target function, the gradient optimization methods are not effective, whereas evolutionary strategies, such as (μ+λ) strategy, are very time consuming. Results of calculation presented in the paper indicate that differ - ential strategies create possibility of reliable and fast de - termination of Jiles-Atherton model parameters. Paper also presents guidelines for practical determination of model’s parameters, which is very important from prac - tical point of view.
|Journal series||Journal of Automation, Mobile Robotics and Intelligent Systems, ISSN 1897-8649, (B 12 pkt)|
|Publication size in sheets||0.5|
|Keywords in English||corrosion resisting steel, Jiles-Atherton mod - el, magnetic hysteresis|
|ASJC Classification||; ;|
|Project||Research on measurement, circuit and signal theory and electronic circuits and systems. Project leader: Romaniuk Ryszard,
, Phone: +48 22 234 7986, +48 22 234 5360, start date 22-05-2014, end date 31-12-2015, ISE/2014/DS, Completed
|Score|| = 8.0, 04-01-2020, ArticleFromJournal|
= 12.0, 04-01-2020, ArticleFromJournal
|Publication indicators||= 24.0; : 2016 = 0.942|
|Citation count*||24 (2020-01-03)|
* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.