Title :
Application of probabilistic robustness technique to the fault detection system design
Author :
Ding, S.X. ; Zhang, P. ; Frank, P.M. ; Ding, E.L.
Author_Institution :
Inst. for Autom. Control & Complex Syst., Duisburg-Essen Univ., Duisburg, Germany
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.
Keywords :
fault diagnosis; observers; probabilistic logic; robust control; statistical distributions; false alarm rate computation; fault detection system design; norm based residual evaluation methods; observer; probabilistic robustness technique; thresholds determination; Automatic control; Design engineering; Fault detection; Physics computing; Probability distribution; Robust control; Robustness; Statistical analysis; Testing; Uncertainty;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1272693
