Title :
Takagi-Sugeno fuzzy fault-tolerant control for a non-linear system
Author :
Lopez-Toribio, C.J. ; Patton, R.J.
Author_Institution :
Sch. of Eng., Hull Univ., UK
Abstract :
This paper describes the application of a new fault-tolerant control scheme for nonlinear systems. The approach presented takes into account the stability and design of nonlinear fuzzy inference systems based on Takagi-Sugeno (T-S) fuzzy models. The paper derives the necessary conditions for the assignability of eigenvalues to a region in the s-plane and the necessary conditions to guarantee the stability of adaptive fuzzy models for both diagnostic T-S fuzzy observers and T-S fuzzy controllers are derived. The problem is solved through using linear matrix inequalities (LMI). Finally, the paper demonstrates the feasibility of this system architecture through an example, which is an application to a fault-tolerant design in detecting and isolating intermittent faults in a 3-phase induction system using digital signal processing in a hardware test-rig
Keywords :
eigenstructure assignment; fault tolerance; fuzzy control; inference mechanisms; matrix algebra; nonlinear control systems; observers; stability criteria; 3-phase induction system; LMI; T-S fuzzy controllers; Takagi-Sugeno fuzzy fault-tolerant control; adaptive fuzzy models; diagnostic T-S fuzzy observers; digital signal processing; eigenvalue assignability; fault-tolerant design; guaranteed stability; hardware test-rig; intermittent fault detection; intermittent fault isolation; linear matrix inequalities; nonlinear fuzzy inference system design; nonlinear fuzzy inference system stability; stability conditions; system architecture feasibility; Control systems; Eigenvalues and eigenfunctions; Fault tolerant systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Programmable control; Stability; Takagi-Sugeno model;
Conference_Titel :
Decision and Control, 1999. Proceedings of the 38th IEEE Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5250-5
DOI :
10.1109/CDC.1999.833230