Title :
Reliable State Feedback Control of T–S Fuzzy Systems With Sensor Faults
Author :
Jiuxiang Dong ; Guang-Hong Yang
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper is concerned with reliable state feedback control synthesis for Takagi and Sugeno (T-S) fuzzy systems with sensor multiplicative faults. By considering the influence of sensor faults on both the system states and premise variables of fuzzy controllers, a class of new convex reliable stabilization conditions are proposed for T-S fuzzy systems using the properties of fuzzy product inference engines. Furthermore, the obtained result is extended to the H∞ reliable control case. The resulting controllers are reliable in that they provide guaranteed asymptotic stability and H∞ performance when all sensors are operational, as well as when some sensor experiences failures. Different from the proposed approach, the influence of sensor faults on premise variables is not considered in the existing results; then, it might not guarantee the stability and control performance for T-S fuzzy systems with premise variables dependent on the system states. A numerical example is given to illustrate the effectiveness of the proposed method.
Keywords :
H∞ control; asymptotic stability; control system synthesis; convex programming; fault diagnosis; fuzzy control; fuzzy systems; inference mechanisms; linear matrix inequalities; reliability theory; state feedback; H∞ performance; H∞ reliable control case; T-S fuzzy systems; Takagi and Sugeno fuzzy system; asymptotic stability; control performance; convex reliable stabilization condition; fuzzy controller; fuzzy product inference engine; reliable state feedback control synthesis; sensor fault; sensor multiplicative fault; system state; Asymptotic stability; Control systems; Fuzzy systems; Reliability engineering; Reliability theory; Silicon; Linear matrix inequalities; Takagi and Sugeno (T???S) fuzzy control systems; reliable control; sensor fault;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2014.2315298