Title :
On fault detection of NCSs subject to limited communication capacity
Author :
Li, Tao ; Zheng, Wei Xing
Author_Institution :
Dept. of Inf. & Commun., Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
Abstract :
This paper addresses the problem of fault detection filter design for networked control systems (NCS) subject to limited communication capacity and a class of sensor stuck faults. Considering the communication limitations (e.g., measurement quantization, signal transmission delays, and data packet dropouts) and all possible sensor stuck faults, a unified mathematical model is first presented. Based on this framework, a full-order fault detection filter is designed such that the residual system is asymptotically stable with the prescribed attenuation level in the generalized H∞ sense. In order to further improve the detection performance, an optimization algorithm is proposed to minimize the threshold. Finally, a spring-mass-damper system is utilized to show the effectiveness of the proposed method.
Keywords :
fault diagnosis; filtering theory; networked control systems; optimisation; sensors; shock absorbers; signal processing; vibration control; NCS; asymptotic stability; attenuation level; communication limitations; fault detection filter design; full-order fault detection filter; generalized H∞ sense; limited communication capacity; networked control systems; residual system; sensor stuck faults class; spring-mass-damper system; unified mathematical model; Actuators; Attenuation; Circuit faults; Delay; Educational institutions; Fault detection; Quantization; Communication Capacity; Fault Detection; NCSs;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3