Active fault-tolerant control of rotation angle sensor in steer-by-wire system based on multi-objective constraint fault estimator

被引:3
作者
Zheng R. [4 ]
Yang Q. [1 ]
Shen G. [1 ]
Liu C. [1 ]
Wang Z. [2 ]
Zheng K. [3 ]
机构
[1] School of Automotive Engineering, Dalian University of Technology, Dalian
[2] Institute of Industrial Science, The University of Tokyo, Tokyo
[3] Marine Electrical Engineering College, Dalian Maritime University, Dalian
[4] Key Laboratory of Mechanism Theory and Equipment Design, Ministry of Education, Tianjin University, Tianjin
基金
中国国家自然科学基金;
关键词
Active fault-tolerant control; Fault estimation; Sensors failure; Steer-by-wire;
D O I
10.1108/JICV-08-2020-0007
中图分类号
学科分类号
摘要
Purpose – Steer-by-wire (SBW) system mainly relies on sensors, controllers and motors to replace the traditionally mechanical transmission mechanism to realize steering functions. However, the sensors in the SBW system are particularly vulnerable to external influences, which can cause systemic faults, leading to poor steering performance and even system instability. Therefore, this paper aims to adopt a fault-tolerant control method to solve the safety problem of the SBW system caused by sensors failure. Design/methodology/approach – This paper proposes an active fault-tolerant control framework to deal with sensors failure in the SBW system by hierarchically introducing fault observer, fault estimator, fault reconstructor. Firstly, the fault observer is used to obtain the observation output of the SBW system and then obtain the residual between the observation output and the SBW system output. And then judge whether the SBW system fails according to the residual. Secondly, dependent on the residual obtained by the fault observer, a fault estimator is designed using bounded real lemma and regional pole configuration to estimate the amplitude and time-varying characteristics of the faulty sensor. Eventually, a fault reconstructor is designed based on the estimation value of sensors fault obtained by the fault estimator and SBW system output to tolerate the faulty sensor. Findings – The numerical analysis shows that the fault observer can be rapidly activated to detect the fault while the sensors fault occurs. Moreover, the estimation accuracy of the fault estimator can reach to 98%, and the fault reconstructor can make the faulty SBW system to retain the steering characteristics, comparing to those of the fault-free SBW system. In addition, it was verified for the feasibility and effectiveness of the proposed control framework. Research limitations/implications – As the SBW fault diagnosis and fault-tolerant control in this paper only carry out numerical simulation research on sensors faults in matrix and laboratory/Simulink, the subsequent hardware in the loop test is needed for further verification. Originality/value – Aiming at the SBW system with parameter perturbation and sensors failure, this paper proposes an active fault-tolerant control framework, which integrates fault observer, fault estimator and fault reconstructor so that the steering performance of SBW system with sensors faults is basically consistent with that of the fault-free SBW system. © Qinjie Yang, Guozhe Shen, Chao Liu, Zheng Wang, Kai Zheng and Rencheng Zheng.
引用
收藏
页码:1 / 15
页数:14
相关论文
共 26 条
[1]  
Anwar S., Niu W.A., Nonlinear Observer Based Analytical Redundancy for Predictive Fault Tolerant Control of a Steer-By-Wire System, 2010 IEEE International Conference on Industrial Technology, pp. 321-334, (2010)
[2]  
Aouaouda S., Chadli M., Shi P., Karimi H.R., Discrete-time H_/H1 sensor fault detection observer design for nonlinear systems with parameter uncertainty, International Journal of Robust and Nonlinear Control, 25, 3, pp. 339-361, (2015)
[3]  
Chen L., Patton R.J., A time-domain LPV H_/ H1 fault detection filter, Ifac-Papers Online, 50, 1, pp. 8600-8605, (2017)
[4]  
Chengwei T., Changfu Z., Xiang W., Dong Y., Fault-tolerant control of sensors in steer-by-wire vehicle, Journal of Jilin University (Engineering Science), 40, No. 1, pp. 6-12, (2010)
[5]  
Chilali M., Gahinet P., H1 design with pole placement constraints: An LMI approach, IEEE Transactions on Automatic Control, 41, No. 3, pp. 358-367, (1996)
[6]  
Dhahri S., Sellami A.B., Hmida F., Robust Sensor Fault Detection and Isolation for a Steer-By-Wire System Based on Sliding Mode Observer, 16Th IEEE Mediterranean Electrotechnical Conference, Yasmine Hammamet, pp. 450-454, (2012)
[7]  
Gao Z., Yang L., Wang H., Li X., Active fault tolerant control of electric power steering system with sensor fault”, Proceedings of the 36Th Chinese Control Conference, Dalian, China, pp. 9630-9636, (2017)
[8]  
Hou M., Patton R.J., An LMI Approach to H_/ H1 Fault Detection Observers, UKACC International Conference on Control, Exeter, pp. 305-310, (1996)
[9]  
Huang C., Naghdy F., Du H., Observer-based fault-tolerant controller for uncertain steer-by-wire systems using the delta operator, IEEE/ASME Transactions on Mechatronics, 23, 6, pp. 2587-2598, (2018)
[10]  
Huang C., Naghdy F., Du H., Fault tolerant sliding mode predictive control for uncertain steer-by-wire system, IEEE Transactions on Cybernetics, 49, 1, pp. 261-272, (2017)