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Distributed Fault Diagnosis for Continuous-Time Nonlinear Systems: the Input-Output case

BOEM, FRANCESCA
•
FERRARI, RICCARDO
•
PARISINI, Thomas
•
M. M. Polycarpou
2013
  • journal article

Periodico
ANNUAL REVIEWS IN CONTROL
Abstract
In this paper, some new results on distributed fault diagnosis of continuous--time nonlinear systems with partial state measurements are proposed. By exploiting an overlapping decomposition framework, the dynamics of a nonlinear uncertain large-scale dynamical system is described as the interconnections of several subsystems. Each subsystem is monitored by a Local Fault Diagnoser: a set of local estimators, based on the nominal local dynamic model and on an adaptive approximation of the interconnection and of the fault function, allows to derive a local fault decision. A consensus-based protocol is used in order to improve the detectability and the isolability of faults affecting variables shared among different subsystems because of the overlapping decomposition. A sufficient condition ensuring the convergence of the estimation errors is derived. Finally, possibly non-conservative time-varying threshold functions guaranteeing no false-positive alarms and theoretical results dealing with detectability and isolability sufficent conditions are presented.
DOI
10.1016/j.arcontrol.2013.03.008
WOS
WOS:000320477200014
SCOPUS
2-s2.0-84878258528
Archivio
http://hdl.handle.net/11368/2668924
Diritti
metadata only access
Soggetti
  • Fault diagnosis

Web of Science© citazioni
31
Data di acquisizione
Mar 27, 2024
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