Title :
Indirect adaptive fault-tolerant control for T-S fuzzy systems with actuator failures
Author :
Huang, Yuhai ; Qi, Ruiyun ; Tao, Gang
Author_Institution :
Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
Abstract :
In this paper, we consider T-S fuzzy systems with redundant actuators and design a novel adaptive fault-tolerant control scheme to compensate their actuator failures. The advantage of the proposed method is that it can deal with both the parameter uncertainties and failure uncertainties (i.e. the occurrence time, size and mode of the failure are unknown), and does not require a fault detection unit. A unified control structure is designed to accommodate different failure situations. When failures occur, the parameter adaptation law can tune the controller parameters automatically to compensate the effects of failure and achieve asymptotical state tracking. Simulation results have demonstrated the effectiveness of the proposed scheme.
Keywords :
actuators; adaptive control; control system synthesis; failure analysis; fault diagnosis; fault tolerance; fuzzy control; fuzzy systems; uncertain systems; T-S fuzzy systems; actuator failures; asymptotical state tracking; automatic controller parameter tuning; failure uncertainties; fault detection unit; indirect adaptive fault-tolerant control scheme design; parameter adaptation law; parameter uncertainties; redundant actuators; unified control structure; Actuators; Adaptation models; Adaptive systems; Fault tolerance; Fault tolerant systems; Fuzzy systems; Nonlinear systems; T-S fuzzy systems; actuator failure; adaptive control; fault-tolerant control; states tracking;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244462