Title :
A robust adaptive approach to wind turbine pitch actuator component fault estimation
Author :
Fengming Shi ; Patton, Ron J.
Author_Institution :
Sch. of Eng., Univ. of Hull, Kingston upon Hull, UK
Abstract :
Motived by wind turbine pitch actuator component fault estimation problem, a robust adaptive fault estimation procedure is proposed in this paper. The estimation of a component fault which is a multiplicative fault, is not as straightforward a problem as the estimation of an additive fault. The proposed fault estimator is based on an adaptive observer structure where the observer gain and adaptive law are computed using linear matrix inequality (LMI) and linear parameter varying (LPV) techniques. Both wind turbulence and sensor noise are considered as external disturbances. The simulation results show the usefulness and effectiveness of the proposed approach.
Keywords :
actuators; adaptive control; linear matrix inequalities; robust control; wind turbines; LMI; adaptive observer structure; linear matrix inequality; linear parameter varying techniques; observer gain; robust adaptive fault estimation procedure; sensor noise; wind turbine pitch actuator component fault estimation problem; wind turbulence; Actuators; Fault detection; Mathematical model; Observers; Torque; Wind turbines; LPV systems; adaptive observers; multiplicative faults; robust fault estimation;
Conference_Titel :
Control (CONTROL), 2014 UKACC International Conference on
Conference_Location :
Loughborough
DOI :
10.1109/CONTROL.2014.6915185