Ding, Steven X.; Frank, Paul M.; Ding, Eve L.:
An Approach to the Detection of Multiplicative Faults in Uncertain Dynamic Systems
In: Proceedings of the 41st IEEE Conference on Decision and Control - Las Vegas, Nevada, USA, 2002, S. 4371 - 4376
2002Buchaufsatz/Kapitel in Sammelwerk
TechnikFakultät für Ingenieurwissenschaften » Elektrotechnik und Informationstechnik » Automatisierungstechnik und komplexe Systeme
Titel:
An Approach to the Detection of Multiplicative Faults in Uncertain Dynamic Systems
Autor*in:
Ding, Steven X.UDE
GND
134302427
LSF ID
2347
ORCID
0000-0002-5149-5918ORCID iD
Sonstiges
der Hochschule zugeordnete*r Autor*in
;Frank, Paul M.;Ding, Eve L.
DOI
10.1109/CDC.2002.1185060
Erschienen in
Proceedings of the 41st IEEE Conference on Decision and Control
Erscheinungsort:
Las Vegas, Nevada, USA
Erscheinungsjahr:
2002
in:
S. 4371 - 4376
ISBN
0-7803-7516-5

Abstract:

In this paper, problems related to the design of observer based fault detection systems for the purpose of detecting multiplicative faults in linear uncertain systems are studied. The design objective is formulated as minimizing the missed detection rate for a given false alarm rate. It is shown that the main design problems consist in establishing an adaptive threshold and maximizing the set of detectable faults. With the aid of different optimization techniques, an approach is proposed to solve these problems.