JOURNAL ARTICLE

Integrated Fault Estimation and Accommodation Design for Discrete-Time Takagi–Sugeno Fuzzy Systems With Actuator Faults

Bin JiangKe ZhangPeng Shi

Year: 2010 Journal:   IEEE Transactions on Fuzzy Systems Vol: 19 (2)Pages: 291-304   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This paper addresses the problem of integrated robust \nfault estimation (FE) and accommodation for discrete-time \nTakagi–Sugeno (T–S) fuzzy systems. First, a multiconstrained \nreduced-order FE observer (RFEO) is proposed to achieve FE for \ndiscrete-time T–S fuzzy models with actuator faults. Based on the \nRFEO, a new fault estimator is constructed. Then, using the information \nof online FE, a new approach for fault accommodation \nbased on fuzzy-dynamic output feedback is designed to compensate \nfor the effect of faults by stabilizing the closed-loop systems. Moreover, \nthe RFEO and the dynamic output feedback fault-tolerant \ncontroller are designed separately, such that their design parameters \ncan be calculated readily. Simulation results are presented to \nillustrate our contributions.

Keywords:
Control theory (sociology) Actuator Fuzzy logic Observer (physics) Estimator Computer science Fuzzy control system Fault (geology) Accommodation Discrete time and continuous time Control engineering Controller (irrigation) Engineering Mathematics Control (management) Artificial intelligence

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46
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Citation History

Topics

Fault Detection and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
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