Title :
Fault detection for linear discrete time-varying systems
Author :
Li, Xiaobo ; Mo, Song-Feng ; Zhou, Kemin
Author_Institution :
Inst. for Aerosp. Studies, Univ. of Toronto, Toronto, ON, Canada
Abstract :
Several robust fault detection problems for linear discrete time-varying systems have been given in this paper. It is shown that the optimal robust detection filters for those well-recognized robust fault detection problems, such as ℋ-/ℋ∞, ℋ2/ℋ∞ and ℋ∞/ℋ∞ problems, have the same observer structure, whose gain can be obtained by solving a standard difference Riccati equation. Furthermore, the solution is also extended to the case when the initial state is nonzero. Finally, an example is used to illustrate our results.
Keywords :
discrete time systems; fault diagnosis; filtering theory; linear systems; time-varying systems; linear discrete time-varying systems; observer structure; optimal robust detection filters; robust fault detection problems; standard difference Riccati equation; Fault detection; Linear systems; Neodymium; Noise measurement; Riccati equations; Time varying systems; ℋ- index; Fault detection; discrete time-varying systems; robustness;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5718034