DocumentCode
183793
Title
Controller modification applied for active fault detection
Author
Niemann, Helen ; Stoustrup, Jakob ; Poulsen, Niels Kjolstad
Author_Institution
Dept. of Electr. Eng., Tech. Univ. of Denmark, Lyngby, Denmark
fYear
2014
fDate
4-6 June 2014
Firstpage
1963
Lastpage
1968
Abstract
This paper is focusing on active fault detection (AFD) for parametric faults in closed-loop systems. This auxiliary input applied for the fault detection will also disturb the external output and consequently reduce the performance of the controller. Therefore, only small auxiliary inputs are used with the result that the detection and isolation time can be long. In this paper it will be shown, that this problem can be handled by using a modification of the feedback controller. By applying the YJBK-parameterization (after Youla, Jabr, Bongiorno and Kucera) for the controller, it is possible to modify the feedback controller with a minor effect on the external output in the fault free case. Further, in the faulty case, the signature of the auxiliary input can be optimized. This is obtained by using a band-pass filter for the YJBK parameter that is only effective in a small frequency range where the frequency for the auxiliary input is selected. This gives that it is possible to apply an auxiliary input with a reduced amplitude. An example is included to show the results.
Keywords
band-pass filters; closed loop systems; fault diagnosis; feedback; YJBK-parameterization; Youla-Jabr-Bongiorno-Kucera parameterization; active fault detection; band-pass filter; closed-loop systems; feedback controller modification; parametric faults; Adaptive control; Band-pass filters; Closed loop systems; Fault detection; Fault diagnosis; Transfer functions; Vectors; Active fault detection; YJBK parameterization; controller modification; feedback controllers; parametric faults;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2014
Conference_Location
Portland, OR
ISSN
0743-1619
Print_ISBN
978-1-4799-3272-6
Type
conf
DOI
10.1109/ACC.2014.6858784
Filename
6858784
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