On the Generalization Capabilities of the Ten-Parameter Jiles-Atherton Model
Joint Authors
Lozito, Gabriele Maria
Salvini, Alessandro
Riganti-Fulginei, Francesco
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-12-13
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
This work proposes an analysis on the generalization capabilities for the modified version of the classic Jiles-Atherton model for magnetic hysteresis.
The modified model takes into account the use of dynamic parameterization, as opposed to the classic model where the parameters are constant.
Two different dynamic parameterizations are taken into account: a dependence on the excitation and a dependence on the response.
The identification process is performed by using a novel nonlinear optimization technique called Continuous Flock-of-Starling Optimization Cube (CFSO3), an algorithm belonging to the class of swarm intelligence.
The algorithm exploits parallel architecture and uses a supervised strategy to alternate between exploration and exploitation capabilities.
Comparisons between the obtained results are presented at the end of the paper.
American Psychological Association (APA)
Lozito, Gabriele Maria& Riganti-Fulginei, Francesco& Salvini, Alessandro. 2015. On the Generalization Capabilities of the Ten-Parameter Jiles-Atherton Model. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1074555
Modern Language Association (MLA)
Lozito, Gabriele Maria…[et al.]. On the Generalization Capabilities of the Ten-Parameter Jiles-Atherton Model. Mathematical Problems in Engineering No. 2015 (2015), pp.1-13.
https://search.emarefa.net/detail/BIM-1074555
American Medical Association (AMA)
Lozito, Gabriele Maria& Riganti-Fulginei, Francesco& Salvini, Alessandro. On the Generalization Capabilities of the Ten-Parameter Jiles-Atherton Model. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1074555
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074555