DocumentCode :
844590
Title :
Approximate inversion of the Preisach hysteresis operator with application to control of smart actuators
Author :
Iyer, Ram Venkataraman ; Tan, Xiaobo ; Krishnaprasad, P.S.
Author_Institution :
Dept. of Math. & Stat., Texas Tech Univ., Lubbock, TX, USA
Volume :
50
Issue :
6
fYear :
2005
fDate :
6/1/2005 12:00:00 AM
Firstpage :
798
Lastpage :
810
Abstract :
Hysteresis poses a challenge for control of smart actuators. A fundamental approach to hysteresis control is inverse compensation. For practical implementation, it is desirable for the input function generated via inversion to have regularity properties stronger than continuity. In this paper, we consider the problem of constructing right inverses for the Preisach model for hysteresis. Under mild conditions on the density function, we show the existence and weak-star continuity of the right-inverse, when the Preisach operator is considered to act on Holder continuous functions. Next, we introduce the concept of regularization to study the properties of approximate inverse schemes for the Preisach operator. Then, we present the fixed point and closest-match algorithms for approximately inverting the Preisach operator. The convergence and continuity properties of these two numerical schemes are studied. Finally, we present the results of an open-loop trajectory tracking experiment for a magnetostrictive actuator.
Keywords :
fixed point arithmetic; hysteresis; intelligent actuators; iterative methods; magnetostrictive devices; open loop systems; Holder continuous functions; Preisach hysteresis operator; approximate inverse schemes; closest-match algorithm; density function; existence continuity; fixed point algorithm; hysteresis control; inverse compensation; magnetostrictive actuator; open-loop trajectory tracking experiment; smart actuator control; weak-star continuity; Convergence; Density functional theory; Electromagnetic coupling; Intelligent actuators; Intelligent structures; Magnetic hysteresis; Magnetic materials; Magnetostriction; Polymers; Shape memory alloys; Approximate inversion; Preisach operator; closest-match algorithm; electro-active polymers; fixed point iteration algorithm; hysteresis; magnetostriction; piezoelectricity; regularization; shape memory alloys; smart actuators;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2005.849205
Filename :
1440565
Link To Document :
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