Title :
Modeling hysteresis of smart actuators
Author :
Al Janaideh, M. ; Su, C.Y. ; Rakehja, S.
Author_Institution :
Dept. of Mech. & Ind. Eng., Concordia Univ., Montreal, QC
Abstract :
A generalized Prandtl-Ishlinskii model is proposed for modeling hysteresis nonlinearities in piezoceramic actuator. A generalized play operator is presented and integrated to the Prandtl-Ishlinskii model together with density function. The generalized play hysteresis operator is analysed using linear envelop function. Parameters identification for the generalized Prandtl-Ishlinskii model is carried out using nonlinear optimization technique. The validity of the generalized model is demonstrated by comparing its displacement responses with the measured responses obtained for piezoceramic actuator.
Keywords :
control nonlinearities; hysteresis; intelligent actuators; optimisation; parameter estimation; piezoelectric actuators; density function; generalized Prandtl-Ishlinskii model; hysteresis nonlinearities modeling; linear envelop function; nonlinear optimization technique; parameters identification; piezoceramic actuator; smart actautors; Density functional theory; Displacement measurement; Hysteresis; Industrial engineering; Intelligent actuators; Magnetic materials; Mechatronics; Parameter estimation; Piezoelectric materials; Relays;
Conference_Titel :
Mechatronics and Its Applications, 2008. ISMA 2008. 5th International Symposium on
Conference_Location :
Amman
Print_ISBN :
978-1-4244-2033-9
Electronic_ISBN :
978-1-4244-2034-6
DOI :
10.1109/ISMA.2008.4648805