DocumentCode
801503
Title
Large simulation of hysteresis systems using a piecewise polynomial function
Author
Wei, Jyh-Da ; Sun, Chuen-Tsai
Author_Institution
Dept. of Comput. & Inf. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Volume
9
Issue
7
fYear
2002
fDate
7/1/2002 12:00:00 AM
Firstpage
207
Lastpage
210
Abstract
Hysteresis is a memory effect frequently observed in physical research. The output of a hysteresis system is independent of input speed. This property, known as rate independence, significantly distinguishes hysteresis from short-term memory effects. This work conducts a numerical simulation to demonstrate that conventional models with short-term memories cannot properly simulate hysteresis trajectories. Subsequently, a novel model is developed to contribute to the field of system modeling. Experimental results confirm that the proposed model can model hysteresis behavior precisely.
Keywords
functional analysis; magnetic hysteresis; magnetic storage; piecewise polynomial techniques; hysteresis systems; hysteresis trajectories; memory effect; numerical simulation; piecewise polynomial function; rate independence; short-term memory effects; simulation; system modeling; Finite impulse response filter; Least squares approximation; Magnetic domains; Magnetic hysteresis; Magnetic materials; Modeling; Numerical simulation; Polynomials; Recurrent neural networks; Sun;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2002.801726
Filename
1025536
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