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A novel event-triggered torque vectoring control for improving lateral stability and communication resource consumption of electric vehicles
Wong, Pak Kin; Ao, Di
2023-06
Source PublicationIEEE Transactions on Intelligent Vehicles
ISSN2379-8858
Volume9Issue:1Pages:2046-2060
Abstract

The latest electric vehicles (EVs) are becoming increasingly complex and resource-intensive owing to their advanced functional capabilities and autonomy. In this study, EVs are considered as cyber-physical systems (CPS), and a novel event-triggered sliding mode controller (ET-SMC) with a hierarchical framework is developed to enhance lateral stability and reduce communication resource consumption in EVs through torque vectoring control (TVC). The high-level controller of the ET-SMC is designed based on a nonlinear vehicle model, and its stability is rigorously proven using the Lyapunov and input-to-state stable (ISS) theorems. Additionally, a traditional periodic sliding mode controller (SMC) is developed as a benchmark controller. The Sine-with-Dwell (SwD) test scenario, an internationally recognized method for verifying lateral stability, is employed to evaluate the control performance using a hardware-in-the-loop (HIL) test bench. The experimental results demonstrate that the ET-SMC can not only maintain similar control performance in enhancing lateral stability but also reduce controller communication resource consumption by approximately 30% compared to the periodic SMC in this typical driving scenario. These results show that the proposed control algorithm is promising for future EVs.

KeywordAsymptotic Stability Consumption Of Communication Resource Convergence Electric Vehicle Event-triggered Sliding Mode Control Hardware-in-the-loop Test Input-to-state Stability Lateral Stability Mathematical Models Stability Criteria Tires Torque Vehicle Dynamics
DOI10.1109/TIV.2023.3284220
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science ; Engineering ; Transportation
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS IDWOS:001173317800173
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus ID2-s2.0-85162705699
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
GRADUATE SCHOOL
Corresponding AuthorWong, Pak Kin; Ao, Di
AffiliationDepartment of Electromechanical Engineering, University of Macau, Macau, China
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Wong, Pak Kin,Ao, Di. A novel event-triggered torque vectoring control for improving lateral stability and communication resource consumption of electric vehicles[J]. IEEE Transactions on Intelligent Vehicles, 2023, 9(1), 2046-2060.
APA Wong, Pak Kin., & Ao, Di (2023). A novel event-triggered torque vectoring control for improving lateral stability and communication resource consumption of electric vehicles. IEEE Transactions on Intelligent Vehicles, 9(1), 2046-2060.
MLA Wong, Pak Kin,et al."A novel event-triggered torque vectoring control for improving lateral stability and communication resource consumption of electric vehicles".IEEE Transactions on Intelligent Vehicles 9.1(2023):2046-2060.
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