JOURNAL ARTICLE

Integrated fault estimation and non‐fragile fault‐tolerant control design for uncertain Takagi–Sugeno fuzzy systems with actuator fault and sensor fault

Xiaohang LiDunke LuGuohui ZengJin LiuWei Zhang

Year: 2017 Journal:   IET Control Theory and Applications Vol: 11 (10)Pages: 1542-1553   Publisher: Institution of Engineering and Technology

Abstract

This study proposes an integrated design of robust fault estimation and non‐fragile fault‐tolerant control for a class of Takagi–Sugeno fuzzy systems subjected to disturbances, actuator fault and sensor fault. A fuzzy adaptive observer is developed to achieve simultaneous estimations of actuator fault and sensor fault, based on which a new non‐fragile output feedback fault‐tolerant controller is constructed to compensate for the effects of the disturbances and faults. Moreover, the proposed fault‐tolerant controller proves non‐fragile, since it offers the ability to suppress the control gain perturbations. Simulation results are presented to illustrate the effectiveness of the proposed approach.

Keywords:
Actuator Control theory (sociology) Fault tolerance Fault (geology) Fuzzy logic Computer science Fault detection and isolation Control engineering Fuzzy control system Control (management) Engineering Artificial intelligence Distributed computing

Metrics

55
Cited By
5.60
FWCI (Field Weighted Citation Impact)
46
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%

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
Fuzzy Logic and Control Systems
Physical Sciences →  Computer Science →  Artificial Intelligence
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