Title :
Fault-tolerant control based on adaptive sliding mode for underwater vehicle with thruster fault
Author :
Yujia Wang ; Mingjun Zhang ; Zhenzhong Chu ; Xing Liu
Author_Institution :
Dept. of Mech. & Electr. Eng., Harbin Eng. Univ., Harbin, China
Abstract :
An adaptive sliding mode backstepping fault-tolerant control is proposed for autonomous underwater vehicle(AUV) with thruster faults. Thruster faults are treated as uncertainties. Gaussian radial-basis-function networks are used to approximate these general uncertainties. In addtion, no Fault Detection and Diagnosis unit is needed in the proposed method.The controller can guarantee closed-stability regardless of thruster fault occurs or not. Due to the controlled system is strict-feedback in the traditional backstepping scheme, an improved backstepping scheme integrating with adaptive sliding mode algorithm. Finally, simulations are carried out to verify the validity of the proposed strategy.
Keywords :
Gaussian processes; adaptive control; autonomous underwater vehicles; control nonlinearities; fault tolerant control; feedback; neurocontrollers; radial basis function networks; stability; uncertain systems; variable structure systems; AUV; Gaussian radial-basis-function networks; adaptive sliding mode backstepping fault- tolerant control; autonomous underwater vehicle; closed-stability; general uncertainties; improved backstepping scheme; strict-feedback; thruster faults; Backstepping; Fault tolerance; Fault tolerant systems; Mathematical model; Surges; Uncertainty; Vectors; Backstepping Control; Neural network; Sliding mode control; Underwater vehicle;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
DOI :
10.1109/WCICA.2014.7053623