Title :
A state-delay system approach to fault detection for networked control systems
Author :
Ma, Liwei ; Tian, Zuohua ; Shi, Songjiao
Author_Institution :
Dept. of Autom., Shanghai Jiaotong Univ., Shanghai
Abstract :
This paper considers the fault detection problem for networked control systems (NCSs) with both network-induced delay and data dropout. By transforming the NCS into a state-delay system, we can obtain a time-independent fault detection filter for the NCS, directly utilizing the fault detection methods for state-delay system. An observer-based fault detection filter (FDF) is firstly proposed for residual generation. Then a performance index is introduced to enhance the robustness of fault detection filter and, based on it, the fault detection filter design problem is formulated as an H infin optimization problem. Considering the unbounded network-induced delay (the worst-case transmission), a delay-independent solution of the optimization problem is derived by applying Lyapunov-Krasovskii approach. The residual evaluation problem is also considered. Finally, an illustrative design example is employed to demonstrate the validity of the proposed approach.
Keywords :
Hinfin control; Lyapunov methods; delays; distributed parameter systems; Hinfin optimization problem; Lyapunov-Krasovskii approach; network-induced delay; networked control systems; observer-based fault detection filter; state-delay system approach; time-independent fault detection filter; Automation; Communication system control; Control systems; Delay estimation; Fault detection; Fault diagnosis; Filters; Networked control systems; Robustness; Sensor systems; Delay-independent; Fault detection; Filter; Networked Control Systems (NCSs);
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4592934