Title :
New fuzzy hyperbolic fault detection filter for a class of nonlinear time-delay systems via LMI approach
Author :
Ma Dazhong ; Zhang Huaguang ; Feng Jian ; Wang Zhanshan
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
In this paper, the fuzzy hyperbolic fault detection filter design problem for a class of uncertain nonlinear time delay systems with unknown inputs is studied. The basic idea of our study is to use a reference residual model to formulate the fuzzy hyperbolic fault detection filter as a Hinfin model matching problem. The reference residual model designed according to the performance index is an optimal residual generator, which takes into account the robustness against disturbances and sensitivity to faults simultaneously. By using Hinfin optimization control technique, the condition of the fuzzy hyperbolic fault detection filter for a class of nonlinear time delay systems with unknown inputs are then presented via a linear matrix inequality formulation. An illustrative design example is employed to demonstrate the effectiveness of the proposed approach.
Keywords :
Hinfin optimisation; delays; fuzzy control; linear matrix inequalities; nonlinear control systems; Hinfin optimization control technique; fuzzy hyperbolic fault detection filter; linear matrix inequality approach; nonlinear time delay systems; Control systems; Delay effects; Fault detection; Fuzzy control; Fuzzy systems; Matched filters; Nonlinear control systems; Nonlinear filters; Performance analysis; Robustness; Fault detection; Fuzzy hyperbolic; Linear matrix inequality (LMI); Nonlinear system;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5195045