Fault Diagnosis and Fault-tolerant Control Method for In-wheel Motor Electric Vehicles

被引:3
作者
Zhou H. [1 ]
Jia F. [1 ]
Liu Z. [1 ]
Liu H. [1 ]
机构
[1] Department of Control Science and Engineering, Harbin Institute of Technology, Harbin
来源
Jixie Gongcheng Xuebao/Journal of Mechanical Engineering | 2019年 / 55卷 / 22期
关键词
Barrier Lyapunov function; Electric vehicle with in-wheel motors; Fault diagnosis; Fault-tolerant control; Unscented Kalman filter;
D O I
10.3901/JME.2019.22.174
中图分类号
学科分类号
摘要
The fault diagnosis and fault-tolerant control method when the drive system has a failure under the condition that electric vehicle corners is researched. Firstly, the fault diagnosis method based on unscented Kalman filter (UKF) is presented. This method can identify fault parameters of the fault model online based on the on-board sensor signals. When some motors of the drive system fail, the control method of yaw rate and lateral velocity following desired values may still lead to the instability of the vehicle. Therefore, the active fault tolerant control based on the barrier Lyapunov function is proposed. The control method can constrain the yaw rate and lateral velocity in the stable region and maintain the stability of the vehicle comparing to the desired-value-tracking control method which may still have the risk of losing stability. The proposed control method can drag the vehicle back to the stable state by redistribution the wheel torque based on the detected fault signal. At last, simulations that different wheel motors fail are done to verify the effectiveness of the controller proposed. © 2019 Journal of Mechanical Engineering.
引用
收藏
页码:174 / 182
页数:8
相关论文
共 18 条
  • [1] Wang J., Longoria R.G., Coordinated and reconfigurable vehicle dynamics control, IEEE Transactions on Control Systems Technology, 17, 3, pp. 723-732, (2009)
  • [2] Shuai Z., Zhang H., Wang J., Et al., Lateral motion control for four-wheel-independent-drive electric vehicles using optimal torque allocation and dynamic message priority scheduling, Control Engineering Practice, 24, pp. 55-66, (2014)
  • [3] Wang Y., Hiroshi F., Shinji H., Driving force distribution and control for EV with four in-wheel motors: A case study of acceleration on split-friction surfaces, IEEE Transactions on Industry Electronic, 64, 4, pp. 3380-3388, (2017)
  • [4] Ulatowski A., Bazzi A.M., A combinational-logic method for electric vehicle drivetrain fault diagnosis, IEEE Transactions on Industry Applications, 52, 2, pp. 1796-1807, (2016)
  • [5] Zhang G., Zhang H., Huang X., Et al., Active fault-tolerant control for electric vehicles with independently driven rear in-wheel motors against certain actuator faults, IEEE Transactions on Control Systems Technology, pp. 1-16, (2015)
  • [6] Luo J., Brake and traction force coordination and active fault tolerant control for distributed electric vehicles, (2014)
  • [7] Zhang B., Research on stability control strategies of in-wheel motor drive electric vehicles, (2018)
  • [8] Dou Y., Study on motor fault tolerance control method of wheels drive vehicle, (2018)
  • [9] Zhang K., Study on the control strategy of driving force distribution of distributed drive electric vehicle, (2016)
  • [10] Wang R., Wang J., Modeling and fault-tolerant-control of four-wheel-independent-drive EVs, Modeling, Dynamics and Control of Electrified Vehicles, (2018)