Robust Fault-Tolerant Control of an Electro-Hydraulic Actuator With a Novel Nonlinear Unknown Input Observer

被引:36
作者
Phan, Van Du [1 ]
Vo, Cong Phat [1 ]
Dao, Hoang Vu [1 ]
Ahn, Kyoung Kwan [1 ]
机构
[1] Univ Ulsan, Sch Mech & Automot Engn, Ulsan 44610, South Korea
基金
新加坡国家研究基金会;
关键词
Actuators; Robot sensing systems; Observers; Hydraulic systems; Estimation; Uncertainty; Fault tolerant systems; Mismatched disturbance; fault detection and identification; fault-tolerant control; SLIDING MODE CONTROL; ROBOT MANIPULATORS; LEAKAGE DETECTION; INTERNAL LEAKAGE; TRACKING CONTROL; DIAGNOSIS; SYSTEMS; DESIGN; PMSM;
D O I
10.1109/ACCESS.2021.3059947
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a novel adaptive fault-tolerant controller is proposed for a typical electro-hydraulic rotary actuator in the presence of disturbances, internal leakage fault, and sensor fault simultaneously. To construct the suggested controller, a nonlinear unknown input observer is developed to effectively identify the sensor fault, which is unaffected by not only internal leakage fault but also mismatched disturbances/uncertainties. Furthermore, a radial basis function neural network is designed to compensate for the mismatched disturbances/uncertainties caused by payload variation and unknown friction nonlinearities. Besides, an adaptive law based on the projection mapping function is applied to tackle the effect of the internal leakage fault. The integration of the above-mentioned techniques into the adaptive backstepping terminal sliding mode is investigated to obtain high tracking performance, robustness as well as fast convergence. The stability of the closed-loop system is proven by the Lyapunov theory. Finally, the capability and effectiveness of the proposed approach are validated via simulation results under various faulty scenarios.
引用
收藏
页码:30750 / 30760
页数:11
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