DocumentCode
580049
Title
Fault detection for uncertain linear systems using parity space approach
Author
Abbas, R.F. ; Khan, A.Q. ; Abid, M. ; Ahmed, A.
Author_Institution
Dept. of Electr. Eng., Pakistan Inst. of Eng. & Appl. Sci., Islamabad, Pakistan
fYear
2012
fDate
8-9 Oct. 2012
Firstpage
1
Lastpage
5
Abstract
In this paper parity space relations are constructed to detect faults in norm-bounded uncertain linear system. Main goal is to detect actuator and sensor faults in practical systems where initial time of fault is unknown. As the effect of uncertainties in system model cannot be neglected, a parity vector and hence bound for the residual signal will be developed for such a system in fault-free case. In the case of occurrence of fault, residual signal will overshoot this bound. An application of the proposed theory is presented by Jacketed Continuous Stirred Tank Reactor (JCSTR). Finally, simulation results are provided that show the effectiveness of this proposed approach and improvement over previous methods.
Keywords
chemical engineering; chemical reactors; fault diagnosis; linear systems; uncertain systems; vectors; JCSTR; actuator fault detection; jacketed continuous stirred tank reactor; norm-bounded uncertain linear system; parity space relation; parity vector; residual generator; residual signal bound; sensor fault detection; Actuators; Computational modeling; Fault detection; Fault diagnosis; Robustness; Uncertainty; Vectors; parity space; residual generator; uncertain system;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Technologies (ICET), 2012 International Conference on
Conference_Location
Islamabad
Print_ISBN
978-1-4673-4452-4
Type
conf
DOI
10.1109/ICET.2012.6375460
Filename
6375460
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