UM  > Faculty of Science and Technology  > DEPARTMENT OF ELECTROMECHANICAL ENGINEERING
Identification and compensation of piezoelectric hysteresis without modeling hysteresis inverse
Xu Q.
2013
Source PublicationIEEE Transactions on Industrial Electronics
ISSN2780046
Volume60Issue:9Pages:3927
Abstract

This paper presents a new approach for hysteresis identification and compensation of piezoelectric actuators by resorting to an intelligent hysteresis model. In particular, a least squares support vector machine (LSSVM)-based hysteresis model is developed and used for both purposes of hysteresis identification and hysteresis compensation. By this way, the hysteresis inverse is not needed in the feedforward hysteresis compensator since the hysteresis model is directly used. To establish the LSSVM model, the problem of how to select input variables to convert the multivalued mapping into a single-valued one is addressed. The effectiveness of the presented idea is validated by a series of experimental studies on a piezoactuated system. Results show that the proposed approach is superior to the Bouc-Wen-model-based one in terms of both hysteresis modeling and compensation. The reported method is more computational effective than existing model-based hysteresis compensation approaches, and it is extensible to other smart actuator systems as well. © 1982-2012 IEEE.

KeywordHysteresis Model Micro-/nanopositioning Motion Control Piezoelectric Actuator
DOI10.1109/TIE.2012.2206339
URLView the original
Indexed BySCI
Language英语
WOS Research AreaAutomation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS IDWOS:000318702200036
The Source to ArticleScopus
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Cited Times [WOS]:128   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF ELECTROMECHANICAL ENGINEERING
AffiliationDepartment of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macao, China
First Author AffilicationFaculty of Science and Technology
Recommended Citation
GB/T 7714
Xu Q.. Identification and compensation of piezoelectric hysteresis without modeling hysteresis inverse[J]. IEEE Transactions on Industrial Electronics,2013,60(9):3927.
APA Xu Q..(2013).Identification and compensation of piezoelectric hysteresis without modeling hysteresis inverse.IEEE Transactions on Industrial Electronics,60(9),3927.
MLA Xu Q.."Identification and compensation of piezoelectric hysteresis without modeling hysteresis inverse".IEEE Transactions on Industrial Electronics 60.9(2013):3927.
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