Residential College | false |
Status | 已發表Published |
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 Publication | IEEE Transactions on Transportation Electrification |
ISSN | 2332-7782 |
Volume | 9Issue: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. |
Keyword | Adaptive Event-triggered Autonomous Electric Vehicles (Aevs) Fuzzy Dynamic Output Control Intermittent Measurements Interval Type-2 (It-2) T-s Fuzzy Control |
DOI | 10.1109/TTE.2022.3204354 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Engineering ; Transportation |
WOS Subject | Engineering, Electrical & Electronic ; Transportation Science & Technology |
WOS ID | WOS:000966216500001 |
Scopus ID | 2-s2.0-85137885357 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology DEPARTMENT OF ELECTROMECHANICAL ENGINEERING |
Corresponding Author | Liang, Zhongchao |
Affiliation | 1.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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