Hajrudin Efendic, Luigi del Re,
"Iterative Multilayer Fault Diagnosis Approach for Complex Systems"
: 4th WSEAS International Conference on Electronics, Control & Signal Processing, 11-2005
Original Titel:
Iterative Multilayer Fault Diagnosis Approach for Complex Systems
Sprache des Titels:
Englisch
Original Buchtitel:
4th WSEAS International Conference on Electronics, Control & Signal Processing
Original Kurzfassung:
The trend to increase systems complexity while requiring higher reliability increases the scope to use model based fault diagnosis methods. As a sufficiently good modeling of complex plants can be very demanding or even impossible, data based methods are being widely used, but the computational time and the quality can still be too poor for reliable fault detection. In this paper, we propose an iterative multilayer approach, which is characterized by two elements: fault detection and fault isolation consist of sequentially triggered cascaded processes, whose speed and quality rely on dynamical modeling abilities. The presented methods have been developed in the framework of an industrial project in the field of engine test benches, from which examples are shown.
Sprache der Kurzfassung:
Englisch
Erscheinungsmonat:
11
Erscheinungsjahr:
2005
Anzahl der Seiten:
6
Notiz zur Publikation:
4th WSEAS International Conference on Electronics, Control & Signal Processing (ICECS '05); November 15-17, 2005; Miami, Florida, USA, pp. 138-143