Title :
Robust Fault Detection of Networked Control Systems: An Improved LMJ Approach
Author :
Xia, Hong Wei ; Ma, Gunang-Cheng ; Wang, Chang-Hong ; Wen, Qi-Yong
Author_Institution :
Harbin Inst. of Technol., Harbin
Abstract :
The problem of robust fault detection filter design for networked control systems with time-delay and parameter uncertainty residing in a polytope is investigated. The filtering strategies are based on a new robust performance criteria derived from a new result of parameter-dependent Lyapunov stability condition, which exhibit less conservativeness than previous results in the quadratic framework. The designed filter guaranteeing a prescribed Hinfin noise attenuation level can be obtained from the solution of convex optimization problems since it is presented in terms of linear matrix inequalities (LMI). An iterative algorithm is developed to further refine the sub-optimal controller. Numerical examples are provided to illustrate that the proposed method is effective and robust.
Keywords :
Hinfin control; Hinfin optimisation; Lyapunov methods; control system synthesis; fault diagnosis; iterative methods; linear matrix inequalities; robust control; uncertain systems; Hinfin noise attenuation level; LMI approach; convex optimization problem; linear matrix inequality; networked control system; parameter uncertainty; parameter-dependent Lyapunov stability condition; robust fault detection filter design; time-delay; Fault detection; Filtering; Lyapunov method; Networked control systems; Noise level; Noise robustness; Nonlinear filters; Robust control; Robust stability; Uncertain systems;
Conference_Titel :
Industrial Electronics and Applications, 2007. ICIEA 2007. 2nd IEEE Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0737-8
Electronic_ISBN :
978-1-4244-0737-8
DOI :
10.1109/ICIEA.2007.4318645