Approximate inversion of the Preisach hysteresis operator with application to control of smart actuators

Ram Venkataraman Iyer, Xiaobo Tan, P. S. Krishnaprasad

Research output: Contribution to journalArticlepeer-review

188 Scopus citations

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 Hölder 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.

Original languageEnglish
Pages (from-to)798-810
Number of pages13
JournalIEEE Transactions on Automatic Control
Volume50
Issue number6
DOIs
StatePublished - Jun 2005

Keywords

  • Approximate inversion
  • Closest-match algorithm
  • Electro-active polymers
  • Fixed point iteration algorithm
  • Hysteresis
  • Magnetostriction
  • Piezoelectricity
  • Preisach operator
  • Regularization
  • Shape memory alloys
  • Smart actuators

Fingerprint Dive into the research topics of 'Approximate inversion of the Preisach hysteresis operator with application to control of smart actuators'. Together they form a unique fingerprint.

Cite this