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
相关论文
共 50 条
  • [31] Observer-based finite time adaptive fault tolerant control for nonaffine nonlinear systems with actuator faults and disturbances
    Wu, Yang
    Zhang, Guoshan
    Wu, Libing
    Hu, Wei
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2020, 34 (10) : 1430 - 1446
  • [32] Observer-based finite time adaptive fault tolerant control for nonaffine nonlinear systems with actuator faults and disturbances
    Wu, Yang
    Zhang, Guoshan
    Wu, Libing
    Hu, Wei
    [J]. International Journal of Adaptive Control and Signal Processing, 2020, 34 (10): : 1430 - 1446
  • [33] Observer-Based Adaptive Fuzzy Quantized Fault-Tolerant Control of Nonstrict-Feedback Nonlinear Systems With Sensor Fault
    Wu, Tiantian
    Yu, Zhaoxu
    Li, Shugang
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31 (06) : 1900 - 1911
  • [34] Switching fault-tolerant control for a class of nonlinear systems with actuator faults
    Ma, Hong-Jun
    Yang, Guang-Hong
    Ye, Dan
    [J]. 2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 4797 - 4802
  • [35] Fault-tolerant attitude control of the satellite in the presence of simultaneous actuator and sensor faults
    Ali Reza Fazlyab
    Farhad Fani Saberi
    Mansour Kabganian
    [J]. Scientific Reports, 13
  • [36] Fault-tolerant attitude control of the satellite in the presence of simultaneous actuator and sensor faults
    Fazlyab, Ali Reza
    Saberi, Farhad Fani
    Kabganian, Mansour
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [37] Polynomial Adaptive Observer-Based Fault Tolerant Control for Time Delay Polynomial Fuzzy Systems Subject to Actuator Faults
    Gassara, Hamdi
    Boukattaya, Mohamed
    Hajjaji, Ahmed El
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2023, 25 (04) : 1327 - 1337
  • [38] Polynomial Adaptive Observer-Based Fault Tolerant Control for Time Delay Polynomial Fuzzy Systems Subject to Actuator Faults
    Hamdi Gassara
    Mohamed Boukattaya
    Ahmed El Hajjaji
    [J]. International Journal of Fuzzy Systems, 2023, 25 : 1327 - 1337
  • [39] Active Fault-Tolerant Control for Wind Turbine with Simultaneous Actuator and Sensor Faults
    Wang, Lei
    Cai, Ming
    Zhang, Hu
    Alsaadi, Fuad
    Chen, Liu
    [J]. COMPLEXITY, 2017,
  • [40] Observer-Based Fault-Tolerant Predictive Control for LPV Systems with Sensor Faults: An Active Car Suspension Application
    Abboudi, Abdelaziz
    Bououden, Sofiane
    Chadli, Mohammed
    Boulkaibet, Ilyes
    Neji, Bilel
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (02):