A geometric approach to nonlinear fault detection and isolation

Citation
C. De Persis et A. Isidori, A geometric approach to nonlinear fault detection and isolation, IEEE AUTO C, 46(6), 2001, pp. 853-865
Citations number
25
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN journal
00189286 → ACNP
Volume
46
Issue
6
Year of publication
2001
Pages
853 - 865
Database
ISI
SICI code
0018-9286(200106)46:6<853:AGATNF>2.0.ZU;2-I
Abstract
We present in this paper a differential-geometric approach to the problem o f fault detection and isolation for nonlinear systems. A necessary conditio n for the problem to be solvable is derived in terms of an unobservability distribution, which is computable by means of suitable algorithms. The exis tence and regularity of such a distribution implies the existence of change s of coordinates in the state and in the output space which induce an "obse rvable" quotient subsystem unaffected by all fault signals but one, For thi s subsystem, a fault detection filter is designed.