Title :
Robust fault estimation and accommodation for discrete-time Takagi-Sugeno fuzzy systems
Author :
Han Weixin ; Zhang Yu ; Wang Zhenhua ; Shen Yi
Author_Institution :
Harbin Inst. of Technol., Harbin, China
Abstract :
This paper proposes a new integrated observer-based fault estimation and accommodation strategy for discrete-time Takagi-Sugeno (T-S) fuzzy systems subject to actuator faults. Specifically, a robust observer is designed to simultaneously estimate the state and the actuator fault. Using the fault estimation, a robust fault tolerant controller based on the concept of input-to-state stability (ISS) is proposed to achieve fault accommodation. In this paper, all the design conditions are formulated in terms of linear matrix inequalities (LMIs) which can be solved efficiently. Finally, a numerical example is provided to illustrate the effectiveness of the proposed method.
Keywords :
actuators; discrete time systems; fault tolerant control; fuzzy systems; linear matrix inequalities; stability; ISS; LMI; actuator fault; discrete-time Takagi-Sugeno fuzzy systems; fault accommodation; fault diagnosis control techniques; fault estimation; fault-tolerant control techniques; input-to-state stability; linear matrix inequalities; Closed loop systems; Fault tolerance; Fault tolerant systems; Fuzzy systems; Observers; Robustness; Discrete-time; Fault accommodation; Fault estimation; Input-to-state stability (ISS); Takagi-Sugeno (T-S) fuzzy systems;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6895443