DocumentCode
582004
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
fYear
2012
fDate
25-27 July 2012
Firstpage
2765
Lastpage
2770
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2012 31st Chinese
Conference_Location
Hefei
ISSN
1934-1768
Print_ISBN
978-1-4673-2581-3
Type
conf
Filename
6390393
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