Fault diagnosis of an autonomous vehicle with an improved SVM algorithm subject to unbalanced datasets

Q Shi, H Zhang - IEEE Transactions on Industrial Electronics, 2020 - ieeexplore.ieee.org
Safety is one of the key requirements for automated vehicles and fault diagnosis is an
effective technique to enhance the vehicle safety. The model-based fault diagnosis method …

Fault tolerant steer-by-wire systems: An overview

C Huang, F Naghdy, H Du, H Huang - Annual Reviews in Control, 2019 - Elsevier
Abstract Steer-by-Wire (SbW) is considered to be the most significant innovation among X-
by-Wire technologies that will revolutionise the automotive industry. A SbW system …

A parallel ensemble optimization and transfer learning based intelligent fault diagnosis framework for bearings

G Tang, C Yi, L Liu, D Xu, Q Zhou, Y Hu, P Zhou… - … Applications of Artificial …, 2024 - Elsevier
Transfer learning (TL) is an important method to accurately identify the bearing health status
in cross-domain and ensure the safe operation of machinery. With the advancement in …

Fault diagnosis and fault-tolerant compensation strategy for wheel angle sensor of steer-by-wire vehicle via extended Kalman filter

S Zou, W Zhao, W Liang, C Wang… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
In order to improve the fault-tolerant performance of wheel angle sensor of steer-by-wire
(SBW) vehicle, a fault diagnosis and fault-tolerant compensation (FDFTC) strategy for wheel …

Steering angle prediction YOLOv5-based end-to-end adaptive neural network control for autonomous vehicles

C Ye, Y Wang, Y Wang, M Tie - Proceedings of the Institution …, 2022 - journals.sagepub.com
The combination of steering angle prediction and control of autonomous vehicles (AVs) is a
challenging task. To improve the real-time steering angle prediction accuracy and the …

Steering actuator fault diagnosis for autonomous vehicle with an adaptive denoising residual network

H Xiong, Z Wang, G Wu, Y Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A steering actuator is the core component of an autonomous vehicle. Because of noise
interference, the extraction of useful fault features for an accurate fault diagnosis of steering …

Fault-tolerant control for path-following of independently actuated autonomous vehicles using tube-based model predictive control

X Wu, C Wei, H Tian, W Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper designs a fault-tolerant controller for the path-following of independently actuated
(IA) electric autonomous vehicles (AVs) with steer-by-wire (SBW) systems. Such a controller …

Adaptive drift control of autonomous electric vehicles after brake system failures

S Zhao, J Zhang, C He, X Hou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Brake system failure may occur because of design defects, poor maintenance, or improper
operation and is one of the causes of serious traffic accidents. For high-speed vehicles …

Tube-based robust model predictive control for fault tolerance

E Hill, A Newton, SA Gadsden, M Biglarbegian - Mechatronics, 2023 - Elsevier
This paper presents a robust, fault tolerant, tube-based nonlinear model predictive controller
for systems with additive external disturbances and actuator faults. The design exploits the …

Performance-guaranteed adaptive switching fault-tolerant control of steer-by-wire system considering actuator fault and load disturbance

K Xu, X Zhou, W Zhao, C Wang, Z Luan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In order to meet the requirement of a higher safety level for the steer-by-wire system, this
article proposes a dual-motor steer-by-wire (DMSBW) system to realize its safety …