Distributed Fault Diagnosis for Interconnected Nonlinear Systems

Lieferzeit: Lieferbar innerhalb 14 Tagen

39,90 

Model Based Methods and Applications

ISBN: 3659630470
ISBN 13: 9783659630477
Autor: Zhang, Qi/Zhang, Xiaodong
Verlag: LAP LAMBERT Academic Publishing
Umfang: 64 S.
Erscheinungsdatum: 30.11.2014
Auflage: 1/2014
Format: 0.5 x 22 x 15
Gewicht: 113 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 7545530 Kategorie:

Beschreibung

In the distributed large-scale system, the behavior of any subsystem is not only influenced by variables belonging to it (local variables), but also by the variables in other subsystems during its interaction with neighboring subsystems. The effect of the fault in one subsystem will be quickly propagated to other subsystems due to their interconnections. Currently, most of the fault detection and diagnosis schemes are focused on centralized system which do not consider the interaction terms and can not efficiently detect the faults. In this book, a distributed fault detection scheme is developed for a class of large-scale nonlinear uncertain systems with unstructured modeling uncertainty. For each subsystem in the large-scale system, a fault detection estimator (FDE) is designed by utilizing local measurements and certain communicated information from neighboring FDEs associated with subsystems that are directly interconnected to the particular subsystem under consideration.

Autorenporträt

Qi Zhang received his Ph.D.degree in Electrical Engineering from Wright State University with research area focused on intelligent control systems, fault diagnosis and prognosis. He is currently a research engineer at general motors research and development center, Warren, MI, USA.

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