DocumentCode :
231361
Title :
An improved nonlinear model and adaptive fault-tolerant control for a twin rotor helicopter
Author :
Zheng Wang ; Fuyang Chen ; Bin Jiang
Author_Institution :
Coll. of Autom. Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fYear :
2014
fDate :
28-30 July 2014
Firstpage :
3208
Lastpage :
3212
Abstract :
This paper proposes an improved nonlinear model for a twin rotor helicopter and its robust adaptive strategy with uncertainties and faults. Firstly, a modified dynamic model is developed, in which coupling among axes is fully considered. This model scheme is useful for applications when the accuracy of original model can not be satisfied. Then, to preclude the performance degradation, a robust adaptive fault-tolerant control scheme is designed for the helicopter. Considering multiple faults, an online support vector machine controller is proposed to learn the state error caused by many factors. Since the error contains both dynamic uncertainties and partial disable faults, additional controllers are not required to get rid of the unwanted faults. Stability of the closed-loop system is analyzed with the Lyapunov stability theory. Finally, simulation is presented with multiple faults to verify the effectiveness and feasibility of the improved model and controller.
Keywords :
Lyapunov methods; adaptive control; aircraft control; closed loop systems; control system synthesis; fault tolerant control; helicopters; nonlinear control systems; nonlinear dynamical systems; robust control; rotors (mechanical); support vector machines; Lyapunov stability theory; closed loop system; dynamic uncertainties; improved nonlinear model; modified dynamic model; multiple faults; partial disable faults; robust adaptive fault tolerant control scheme; state error; support vector machine controller; twin rotor helicopter; Adaptation models; Fault tolerance; Fault tolerant systems; Helicopters; Mathematical model; Rotors; Support vector machines; Adaptive control; Fault-tolerant control; Multiple faults; Nonlinear model; Twin rotor helicopter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
Type :
conf
DOI :
10.1109/ChiCC.2014.6895466
Filename :
6895466
Link To Document :
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