Verwandte Artikel zu Fault Detection and Isolation: A Neural Network Approach

Fault Detection and Isolation: A Neural Network Approach - Softcover

Samy, Ihab

 
9783639371147: Fault Detection and Isolation: A Neural Network Approach
Softcover
ISBN 10: 3639371143 ISBN 13: 9783639371147
Verlag: VDM Verlag Dr. Müller, 2011

Inhaltsangabe

This book discusses the popular topic: fault detection and isolation (FDI) with introductory literature surveys, comparison tests and simulations performed on a UAV model. FDI is applied both in academia and industry resulting in many publications over the past 50 years or so. However few publications consider neural networks in comparison to traditional techniques such as observer based, parameter estimation and parity space approaches. The first part of this book serves as an introduction to FDI and attempts to summarise all existing approaches. The remaining chapters consider a neural network application to a UAV simulation with both single and multiple sensor faults considered. Furthermore a comparison to the popular Extended Kalman Filter is demonstrated. In conclusion this book can serve as an introduction to FDI, demonstration of neural network-based FDI, and comparison to the traditional nonlinear EKF.

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Verlag
VDM Verlag Dr. Müller
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
3639371143
ISBN 13 
9783639371147
Einband
Taschenbuch
Anzahl der Seiten
144
Kontakt zum Hersteller
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland