Determination of Jiles-Atherton Model Parameters Using Differential Evolution

Rafał Biedrzycki , Roman Szewczyk , Peter Švec Sr. , Wojciech Winiarski

Abstract

Effective and robust method of determination of Jiles-Atherton model’s parameters is one of the most significant problem connected with magnetic hysteresis loop modelling. Parameters of this model are determined during the optimisation process targeting experimental results of hysteresis loop measurements. However, due to appearance of local minima, the cognitive methods have to be applied. One of the most common method are evolutionary strategies. On the other hand, typical evolutionary strategies, such as μ + λ are expensive from the point of view of calculation time. To overcome this problem, differential evolution was applied. As a result, the calculation time for determination of Jiles-Atherton model’s parameters was significantly reduced.
Author Rafał Biedrzycki (FEIT / PE)
Rafał Biedrzycki,,
- The Institute of Electronic Systems
, Roman Szewczyk (FM / IMBE)
Roman Szewczyk,,
- The Institute of Metrology and Biomedical Engineering
, Peter Švec Sr.
Peter Švec Sr.,,
-
, Wojciech Winiarski
Wojciech Winiarski,,
-
Pages11-18
Publication size in sheets0.5
Book Awrejcewicz Jan, Szewczyk Roman*, Trojnacki Maciej, Kaliczyńska Małgorzata (eds.): Mechatronics - Ideas for Industrial Application, Advances in Intelligent Systems and Computing, vol. 317, 2015, Springer, ISBN 978-3-319-10989-3, 493 p., DOI:10.1007/978-3-319-10990-9
Keywords in English magnetic hysteresis model, differential evolution
DOIDOI:10.1007/978-3-319-10990-9_2
URL http://link.springer.com/chapter/10.1007/978-3-319-10990-9_2
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 15-06-2015, end date 31-12-2016, ISE/2015/DS, Completed
WEiTI Działalność statutowa
Languageen angielski
Score (nominal)15
ScoreMinisterial score = 15.0, 27-03-2017, BookChapterSeriesAndMatConfByIndicator
Ministerial score (2013-2016) = 15.0, 27-03-2017, BookChapterSeriesAndMatConfByIndicator
Citation count*1 (2017-04-11)
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