Title :
Fault detection based on linear quadratic control performance in nonlinear systems
Author :
Serbak, Vladimir ; Liscinsky, Pavol
Author_Institution :
Dept. of Cybern. & Artificial Intell., Tech. Univ. of Kosice, Kosice, Slovakia
Abstract :
This paper proposes a design approach of a simple algorithm detection system based on evaluating of LQ control performance index values, that is applicable on nonlinear dynamical systems described by Takagi-Sugeno model. The same approach has been used for linear dynamical system, however the question was, whether this method could be modified and applied in nonlinear system. Arbitrary state space control is recalculated to obtain parameters of equivalent LQ control, that are used in fault detection. A simulation example is used to describe the process of design of the fault detection system applied on a nonlinear dynamical system described by Takagi-Sugeno model.
Keywords :
control system synthesis; fault tolerant control; linear quadratic control; nonlinear dynamical systems; performance index; state-space methods; Takagi-Sugeno model; arbitrary state space control; equivalent LQ control; fault detection system design; linear dynamical system; linear quadratic control performance; nonlinear dynamical systems; performance index values; Actuators; Fault detection; Nonlinear systems; Performance analysis; Takagi-Sugeno model; Vectors; LQ control; Takagi-Sugeno models; fault detection; fault tolerant control; fuzzy control; linear matrix inequalities;
Conference_Titel :
Control Conference (ICCC), 2014 15th International Carpathian
Conference_Location :
Velke Karlovice
Print_ISBN :
978-1-4799-3527-7
DOI :
10.1109/CarpathianCC.2014.6843659