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
Link To Document :
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