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Mathematical Problems in Engineering - Volume 2014 2014, Article ID 932974, 14 pages -

Research ArticleState Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, China

Received 26 August 2013; Revised 26 December 2013; Accepted 26 December 2013; Published 13 February 2014

Academic Editor: Gianluca Ranzi

Copyright © 2014 Haichen Qin et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Hysteresis behaviour degrades the positioning accuracy of PZT actuator for ultrahigh-precision positioning applications. In this paper, a corrected hysteresis model based on Bouc-Wen model for modelling the asymmetric hysteresis behaviour of PZT actuator is established by introducing an input bias and an asymmetric factor into the standard Bouc-Wen hysteresis model. A modified particle swarm optimization MPSO algorithm is established and realized to identify and optimize the model parameters. Feasibility and effectiveness of MPSO are proved by experiment and numerical simulation. The research results show that the corrected hysteresis model can represent the asymmetric hysteresis behaviour of the PZT actuator more accurately than the noncorrected hysteresis model based on the Bouc-Wen model. The MPSO parameter identification method can effectively identify the parameters of the corrected and noncorrected hysteresis models. Some cases demonstrate the corrected hysteresis model and the MPSO parameter identification method can be used to model smart materials and structure systems with the asymmetric hysteresis behaviour.





Autor: Haichen Qin, Ningbin Bu, Wei Chen, and Zhouping Yin

Fuente: https://www.hindawi.com/



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