TY - JOUR
T1 - Adaptive Compensation for Infinite Number of Actuator Faults and Time-Varying Delay of a Flexible Manipulator System
AU - Ma, Yonghao
AU - He, Xiuyu
AU - Zhang, Shuang
AU - Sun, Yongbin
AU - Fu, Qiang
N1 - Publisher Copyright:
© 1982-2012 IEEE.
PY - 2022/12/1
Y1 - 2022/12/1
N2 - This article addresses a novel adaptive compensation strategy for a flexible manipulator in the presence of unmodeled system dynamics and an infinite number of time-varying actuator faults. Differing from the existing results, the unmodeled system dynamics are represented by a nonlinear time-varying delay function, which is tackled with the aid of neural network technique and Lyapunov-Krasovskii function. By introducing the projection technique and a piecewise Lyapunov function, a fault-tolerant control method is proposed, the uniformly ultimate boundedness of the closed-loop system is ensured, and the number of actuator faults is allowed to be infinite. Simulation and physical experiment results show that the manipulator can track the desired angle and the vibration can be suppressed effectively under the proposed scheme for the system with uncertainties and actuator faults.
AB - This article addresses a novel adaptive compensation strategy for a flexible manipulator in the presence of unmodeled system dynamics and an infinite number of time-varying actuator faults. Differing from the existing results, the unmodeled system dynamics are represented by a nonlinear time-varying delay function, which is tackled with the aid of neural network technique and Lyapunov-Krasovskii function. By introducing the projection technique and a piecewise Lyapunov function, a fault-tolerant control method is proposed, the uniformly ultimate boundedness of the closed-loop system is ensured, and the number of actuator faults is allowed to be infinite. Simulation and physical experiment results show that the manipulator can track the desired angle and the vibration can be suppressed effectively under the proposed scheme for the system with uncertainties and actuator faults.
KW - Fault-tolerant control
KW - flexible manipulator
KW - piecewise Lyapunov function
KW - projection technique
KW - time-varying delay
UR - https://www.scopus.com/pages/publications/85122885871
U2 - 10.1109/TIE.2021.3139193
DO - 10.1109/TIE.2021.3139193
M3 - 文章
AN - SCOPUS:85122885871
SN - 0278-0046
VL - 69
SP - 13141
EP - 13150
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
IS - 12
ER -