Fault detection system design based on a new trade-off strategy

Problems related to fault detection in dynamic systems with unknown inputs are studied. Instead of designing fault detection systems from the viewpoint of increasing the system robustness against unknown inputs and the sensitivity to the faults, an approach is proposed, which allows us to design fau...

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Bibliographic Details
Main Authors: Ding, S.X., Frank, P.M., Ding, E.L., Jeinsch, T.
Format: Conference Proceeding
Language:English
Subjects:
Control systems
Design engineering
Electric variables measurement
Electrical fault detection
Fault detection
Frequency domain analysis
Hydrogen
Robustness
Transfer functions
Vectors
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Description
Summary:Problems related to fault detection in dynamic systems with unknown inputs are studied. Instead of designing fault detection systems from the viewpoint of increasing the system robustness against unknown inputs and the sensitivity to the faults, an approach is proposed, which allows us to design fault detection systems based on a trade-off between the false alarm rate and the missed detection rate. A further study on the relationships between the approach proposed and the existing H/sub 2/, H/sub /spl infin///spl infin// and H/sub /spl infin//min/ optimization approaches demonstrates that the approach proposed in the paper provides us not only with a unified solution to the existing approaches but also with the best solution among these approaches in view of minimizing the missed detection rate under a given false alarm rate.
ISSN:0191-2216
DOI:10.1109/CDC.2000.912365