Title :
Integrated Fault Estimation and Accommodation Design for Discrete-Time Takagi–Sugeno Fuzzy Systems With Actuator Faults
Author :
Bin Jiang ; Zhang, Ke ; Shi, Peng
Author_Institution :
Coll. of Autom. Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fDate :
4/1/2011 12:00:00 AM
Abstract :
This paper addresses the problem of integrated robust fault estimation (FE) and accommodation for discrete-time Takagi-Sugeno (T-S) fuzzy systems. First, a multiconstrained reduced-order FE observer (RFEO) is proposed to achieve FE for discrete-time T-S fuzzy models with actuator faults. Based on the RFEO, a new fault estimator is constructed. Then, using the information of online FE, a new approach for fault accommodation based on fuzzy-dynamic output feedback is designed to compensate for the effect of faults by stabilizing the closed-loop systems. Moreover, the RFEO and the dynamic output feedback fault-tolerant controller are designed separately, such that their design parameters can be calculated readily. Simulation results are presented to illustrate our contributions.
Keywords :
actuators; closed loop systems; control system synthesis; discrete time systems; fault tolerance; feedback; fuzzy systems; observers; reduced order systems; stability; accommodation design; actuator faults; closed-loop systems; discrete-time Takagi-Sugeno fuzzy systems; dynamic output feedback fault-tolerant controller; fault accommodation; fuzzy-dynamic output feedback; integrated robust fault estimation; multiconstrained reduced-order FE observer; Actuators; Additives; Fuzzy systems; Iron; Observers; Symmetric matrices; Discrete-time systems; Takagi–Sugeno (T–S) fuzzy models; fault accommodation; fault estimation (FE);
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2010.2095861