DocumentCode :
154378
Title :
A robust fault-tolerant model predictive control for linear parameter-varying systems
Author :
Witczak, Piotr ; Luzar, Marcel ; Witczak, Marcin ; Korbicz, Jozef
Author_Institution :
Inst. of Control & Comput. Eng., Univ. of Zielona Gora, Zielona Góra, Poland
fYear :
2014
fDate :
2-5 Sept. 2014
Firstpage :
462
Lastpage :
467
Abstract :
The paper deals with the problem of robust fault-tolerant model predictive control for non-linear discrete-time systems described by the Linear Parameter-Varying model. The proposed approach is based on a multi-stage stage procedure. Robust controller is designed without taking into account the input constraints related with the actuator saturation and deals with previously estimated faults. Thus, to check the compensation feasibility, employed robust invariant set takes into account the input constraints. If the current state does not belong to the robust invariant set, then a predictive control is performed in order to enhance the invariant set. This appealing phenomenon makes it possible to enlarge the domain of attraction, which makes the proposed approach an efficient solution for the fault-tolerant control. The final part of the paper shows an illustrative example for the variable-speed variable-pitch wind turbines.
Keywords :
control system synthesis; discrete time systems; fault tolerant control; nonlinear control systems; nonlinear dynamical systems; robust control; actuator saturation; attraction domain; compensation feasibility; input constraints; linear parameter-varying systems; nonlinear discrete-time systems; robust controller design; robust fault-tolerant model predictive control; robust invariant set; variable-speed variable-pitch wind turbines; Actuators; Estimation; Fault tolerance; Fault tolerant systems; Optimization; Predictive control; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4799-5082-9
Type :
conf
DOI :
10.1109/MMAR.2014.6957398
Filename :
6957398
Link To Document :
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