Determination of Jiles-Atherton Model Parameters Using Differential Evolution
Rafał Biedrzycki , Roman Szewczyk , Peter Švec Sr. , Wojciech Winiarski
AbstractEffective 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.
|Publication size in sheets||0.5|
|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|
|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 15-06-2015, end date 31-12-2016, ISE/2015/DS, Completed
|Score|| = 15.0, 27-03-2017, BookChapterSeriesAndMatConfByIndicator|
= 15.0, 27-03-2017, BookChapterSeriesAndMatConfByIndicator
|Citation count*||1 (2017-04-11)|
* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.