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Adaptive Event-Triggered Interval Type-2 T-S Fuzzy Control for Lateral Dynamic Stabilization of AEVs with Intermittent Measurements and Actuator Failure
Zhao, Jing1; Xiao, Yang1; Liang, Zhongchao1; Wong, Pak Kin2; Xie, Zhengchao3; Ma, Xiaoguang4
2022-09-05
Source PublicationIEEE Transactions on Transportation Electrification
ISSN2332-7782
Volume9Issue:1Pages:254-265
Abstract

This article presents an adaptive event-triggered dynamic output feedback interval type-2 (IT-2) T-S fuzzy control method for autonomous electric vehicle systems. First, the IT-2 T-S fuzzy model is introduced to describe the nonlinear lateral dynamics of the vehicle systems. Second, a novel adaptive event-triggered strategy is designed to reduce the computational burden. Third, the phenomenon of intermittent measurements is depicted by the Bernoulli random distributed process, and the failure of the actuator is also included. According to the Lyapunov stability theory, an IT-2 T-S fuzzy dynamic output feedback controller (DOFC) is presented to ensure the random stability and performance of the vehicle systems. Finally, the effectiveness and real-time performance of the proposed control strategy are verified via numerical simulation and a hardwarein-the-loop (HIL) test platform.

KeywordAdaptive Event-triggered Autonomous Electric Vehicles (Aevs) Fuzzy Dynamic Output Control Intermittent Measurements Interval Type-2 (It-2) T-s Fuzzy Control
DOI10.1109/TTE.2022.3204354
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering ; Transportation
WOS SubjectEngineering, Electrical & Electronic ; Transportation Science & Technology
WOS IDWOS:000966216500001
Scopus ID2-s2.0-85137885357
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTROMECHANICAL ENGINEERING
Corresponding AuthorLiang, Zhongchao
Affiliation1.School of Mechanical Engineering and Automation, Northeastern University, Shenyang, P. R. China
2.Department of Electromechanical Engineering, University of Macau, Macau, P. R. China
3.School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, P. R. China
4.Foshan Graduate School of Innovation, Northeastern University, Foshan, P. R. China
Recommended Citation
GB/T 7714
Zhao, Jing,Xiao, Yang,Liang, Zhongchao,et al. Adaptive Event-Triggered Interval Type-2 T-S Fuzzy Control for Lateral Dynamic Stabilization of AEVs with Intermittent Measurements and Actuator Failure[J]. IEEE Transactions on Transportation Electrification, 2022, 9(1), 254-265.
APA Zhao, Jing., Xiao, Yang., Liang, Zhongchao., Wong, Pak Kin., Xie, Zhengchao., & Ma, Xiaoguang (2022). Adaptive Event-Triggered Interval Type-2 T-S Fuzzy Control for Lateral Dynamic Stabilization of AEVs with Intermittent Measurements and Actuator Failure. IEEE Transactions on Transportation Electrification, 9(1), 254-265.
MLA Zhao, Jing,et al."Adaptive Event-Triggered Interval Type-2 T-S Fuzzy Control for Lateral Dynamic Stabilization of AEVs with Intermittent Measurements and Actuator Failure".IEEE Transactions on Transportation Electrification 9.1(2022):254-265.
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