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Adaptive event-triggered dynamic output feedback control for nonlinear active suspension systems based on interval type-2 fuzzy method
Wong, Pak Kin1,2; Li, Wenfeng1,2; Ma, Xinbo3; Yang, Zhixin1; Wang, Xianbo4; Zhao, Jing1,2
2024-04-15
Source PublicationMECHANICAL SYSTEMS AND SIGNAL PROCESSING
ISSN0888-3270
Volume212Pages:111280
Contribution Rank1
Abstract

This paper investigates the adaptive event-triggered dynamic output feedback control problem for vehicle active suspension systems with nonlinearity and uncertainty based on interval type-2 fuzzy method. Firstly, considering the dynamic behaviors of the spring and shock absorber are highly nonlinear, a fuzzy suspension model is established to capture the nonlinearity and uncertainty of the suspension systems based on interval type-2 Takagi-Sugeno fuzzy rules. Secondly, in order to decrease the transmission burden, an event-triggered mechanism is employed to decide whether the sampled signal is transmitted or not with an adaptive triggering threshold. Thirdly, by combining the fuzzy dynamic output feedback control law with event-triggered mechanism, a co-design method of fuzzy controller and event generator is proposed to improve the suspension performances and save network resources simultaneously. Finally, experimental tests under multiple pavement are implemented to verify that the proposed method can improve the performance of ride comfort and reduce communication burden simultaneously, despite the existence of unmeasurable states and nonlinearities.

KeywordFeedback Control Nonlinear Dynamics Suspension Systems Vibration Control
DOI10.1016/j.ymssp.2024.111280
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering
WOS SubjectEngineering, Mechanical
WOS IDWOS:001217464300001
PublisherACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 24-28 OVAL RD, LONDON NW1 7DX, ENGLAND
Scopus ID2-s2.0-85186515393
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTROMECHANICAL ENGINEERING
Corresponding AuthorZhao, Jing
Affiliation1.Department of Electromechanical Engineering, University of Macau, Taipa, 999078, Macao
2.Zhuhai UM Science and Technology Research Institute, Zhuhai, 519085, China
3.School of Intelligent Manufacturing, Nanyang Institute of Technology, Nanyang, 473306, China
4.Hainan Institute of Zhejiang University, Sanya, 572025, China
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Wong, Pak Kin,Li, Wenfeng,Ma, Xinbo,et al. Adaptive event-triggered dynamic output feedback control for nonlinear active suspension systems based on interval type-2 fuzzy method[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2024, 212, 111280.
APA Wong, Pak Kin., Li, Wenfeng., Ma, Xinbo., Yang, Zhixin., Wang, Xianbo., & Zhao, Jing (2024). Adaptive event-triggered dynamic output feedback control for nonlinear active suspension systems based on interval type-2 fuzzy method. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 212, 111280.
MLA Wong, Pak Kin,et al."Adaptive event-triggered dynamic output feedback control for nonlinear active suspension systems based on interval type-2 fuzzy method".MECHANICAL SYSTEMS AND SIGNAL PROCESSING 212(2024):111280.
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