Observer-Based Fault Reconstruction and Fault-Tolerant Control for Nonlinear Systems Subject to Simultaneous Actuator and Sensor Faults

被引:34
|
作者
Zhang, Huaguang [1 ,2 ]
Mu, Yunfei [2 ]
Gao, Zhiyun [2 ]
Wang, Wei [2 ]
机构
[1] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110004, Liaoning, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110004, Liaoning, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Actuators; Iron; Observers; Lyapunov methods; Fault tolerant systems; Fault tolerance; Fuzzy systems; Fault estimation (FE); fault-tolerant control (FTC); fuzzy Lyapunov function; Takagi-Sugeno (T-S) fuzzy model; unknown input observer (UIO); FUZZY; DESIGN; STABILIZATION;
D O I
10.1109/TFUZZ.2021.3098341
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, we pay our attention on exploring observer-based actuator fault and sensor fault reconstruction associated with fault-tolerant control (FTC) for nonlinear systems, which are approximated by the Takagi-Sugeno (T-S) fuzzy method. By designing a brand-new unknown input observer (UIO), unknown state, sensor, and actuator faults can be reconstructed simultaneously, where some constraints imposed on the actuator fault such as the first derivative of fault being equal to zero required in the previous results are not needed in our work. With the support of this estimation information, a FTC scheme is well established, by which the system may recover its performance even in the occurrence of faults. Another contribution of the developed method is that all the stability criteria are deduced via fuzzy Lyapunov functions. It makes the obtained conditions more relaxed than the ones derived by quadratic Lyapunov functions. Finally, simulation results conducted on two practical dynamics are provided to show the validity of the achieved procedure.
引用
收藏
页码:2971 / 2980
页数:10
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