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

Abstract

Paper 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.
Author Rafał Biedrzycki (FEIT / PE)
Rafał Biedrzycki,,
- The Institute of Electronic Systems
, Dorota Jackiewicz (FM / IMBE)
Dorota Jackiewicz,,
- The Institute of Metrology and Biomedical Engineering
, Roman Szewczyk (FM / IMBE) - [Przemysłowy Instytut Automatyki i Pomiarów]
Roman Szewczyk,,
- The Institute of Metrology and Biomedical Engineering
- Przemysłowy Instytut Automatyki i Pomiarów
Journal seriesJournal of Automation, Mobile Robotics and Intelligent Systems, ISSN 1897-8649, (B 12 pkt)
Issue year2014
Vol8
No4
Pages63-68
Publication size in sheets0.5
Keywords in Englishcorrosion resisting steel, Jiles-Atherton mod - el, magnetic hysteresis
ASJC Classification1702 Artificial Intelligence; 1711 Signal Processing; 2207 Control and Systems Engineering
DOIDOI:10.14313/JAMRIS_4-2014/39
URL http://www.jamris.org/images/ISSUES/ISSUE-2014-04/63%20BiedrzyckiJackiewiczSzewczyk.pdf
ProjectResearch 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
WEiTI Działalność statutowa
Languageen angielski
Score (nominal)12
Score sourcejournalList
ScoreMinisterial score = 8.0, 04-01-2020, ArticleFromJournal
Ministerial score (2013-2016) = 12.0, 04-01-2020, ArticleFromJournal
Publication indicators GS Citations = 24.0; Scopus SNIP (Source Normalised Impact per Paper): 2016 = 0.942
Citation count*24 (2020-01-03)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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