Title :
Modelling and compensation of hysteresis for magnetostrictive actuators
Author :
Natale, C. ; Velardi, F. ; Visone, C.
Author_Institution :
Dipartimento di Ingegneria dell´´Inf., Seconda Univ. degli Studi di Napoli, Aversa, Italy
Abstract :
Proposes the compensation of the hysteretic behaviour of an actuator constituted by a Terfenol-D magnetostrictive material to enhance the performance of a typical control scheme for vibration suppression. Hysteresis is modelled by the application of the classical Preisach model whose identification procedure is performed by the adoption of fuzzy approximators. This allows analytic reconstruction of Everett integrals and the Preisach distribution function, without any special smoothing of the measured data, thanks to the altering capabilities of the fuzzy interpolators. Moreover, the idea of compensator for operators with memory is also described in detail and the concept of pseudo-compensator is introduced. The latter operator allows approximation of the inverse of a given Preisach-like operator and then to easily compensate hysteresis and nonlinearity of a real magnetostrictive actuator
Keywords :
compensation; fuzzy neural nets; hysteresis; identification; intelligent actuators; intelligent materials; magnetostrictive devices; vibration control; Everett integrals; Preisach distribution function; Preisach-like operator; Terfenol-D magnetostrictive material; classical Preisach model; compensation; fuzzy approximators; fuzzy interpolators; hysteresis; hysteretic behaviour; identification procedure; magnetostrictive actuators; modelling; pseudo-compensator; vibration suppression; Actuators; Distribution functions; Filtering; Magnetic analysis; Magnetic fields; Magnetic hysteresis; Magnetic materials; Magnetostriction; Relays; Vibration control;
Conference_Titel :
Advanced Intelligent Mechatronics, 2001. Proceedings. 2001 IEEE/ASME International Conference on
Conference_Location :
Como
Print_ISBN :
0-7803-6736-7
DOI :
10.1109/AIM.2001.936759