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A geometric approach to nonlinear fault detection and isolation

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2 Author(s)
De Persis, C. ; Dept. of Syst. Sci. & Math., Washington Univ., St. Louis, MO, USA ; Isidori, A.

We present a differential geometric approach to the problem of fault detection and isolation for nonlinear systems. A necessary condition for the problem to be solvable is derived in terms of an unobservability distribution, which is computable by means of suitable algorithms. The existence and regularity of such a distribution implies the existence of changes of coordinates in the state and in the output space which induce an “observable” quotient subsystem unaffected by all fault signals but one. For this subsystem, a fault detection filter is designed

Published in:

Automatic Control, IEEE Transactions on  (Volume:46 ,  Issue: 6 )

Date of Publication:

Jun 2001

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