Ding, Steven X.; Zhang, Ping; Frank, Paul M.; Ding, Eve L.:
Application of probabilistic robustness technique to the fault detection system design
In: Proc. of the 42nd IEEE Conference on Decision and Control : (9-12 Dec. 2003) - 2003, S. 972 - 977
2003Buchaufsatz/Kapitel in Sammelwerk
TechnikFakultät für Ingenieurwissenschaften » Elektrotechnik und Informationstechnik » Automatisierungstechnik und komplexe Systeme
Titel:
Application of probabilistic robustness technique to the fault detection system design
Autor*in:
Ding, Steven X.UDE
GND
134302427
LSF ID
2347
ORCID
0000-0002-5149-5918ORCID iD
Sonstiges
der Hochschule zugeordnete*r Autor*in
;Zhang, Ping;Frank, Paul M.;Ding, Eve L.
DOI
10.1109/CDC.2003.1272693
Erschienen in
Proc. of the 42nd IEEE Conference on Decision and Control : (9-12 Dec. 2003)
Erscheinungsjahr:
2003
in:
S. 972 - 977
ISBN
0-7803-7924-1

Abstract:

This paper deals with problems related to the computation of false alarm rate (FAR), the determination of thresholds and their integration in the design of observer-based fault detection systems. Different from the known norm-based residual evaluation methods, the probabilistic robustness theory is applied for the purposes of calculating thresholds and FAR.