Title :
A new identification method for hysteretic systems: Theory and experiments
Author :
Ikhouane, Faycal ; Gomis-Bellmunt, Oriol ; Castell-Vilanova, Pere
Author_Institution :
Dept. de Mat. Aplic. III, Univ. Politec. de Catalunya, Barcelona, Spain
Abstract :
This paper deals with the parametric identification of the Bouc-Wen model for smooth hysteresis. The interest of the problem stems from the fact that the Bouc-Wen model has been used experimentally to represent various hysteretic systems during the last few years. However, identifying the parameters of this model is not a trivial task due to the nonlinearity of the model. In the current literature, most methods devoted to the parametric identification of the Bouc-Wen model rely mainly on numerical simulations, and do not offer, to a large extent, a rigorous proof of the convergence of the estimated parameters to the true ones. This paper presents a new identification method that guarantees the exact determination of the parameters. The applicability of this method is illustrated by means of experiments.
Keywords :
hysteresis; identification; numerical analysis; Bouc-Wen model; hysteretic systems; numerical simulations; parametric identification method; smooth hysteresis; Equations; Hysteresis; Limit-cycles; Mathematical model; Numerical models; Piezoelectric actuators; Shape;
Conference_Titel :
Control Conference (ECC), 2007 European
Conference_Location :
Kos
Print_ISBN :
978-3-9524173-8-6