Fault Detection and Isolation

Name: Fault Detection and Isolation
Brand: VDM Verlag
SKU: 9783639371147
Price: 1377 CZK
Availability: InStock

A Neural Network Approach

Autor: Ihab Samy

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: Skladem u dodavatele

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This book discusses the popular topic: fault detection and isolation (FDI) with introductory literat...

Informace o knize

Autor

Ihab Samy

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

144

EAN

9783639371147

ISBN

3639371143

Enbook ID

06843835

Vydavatel

VDM Verlag

Hmotnost

222

Rozměry

152 x 229 x 9

Kompletní popis

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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Fault Detection and Isolation

A Neural Network Approach

Informace o knize

Kompletní popis

Mohlo by vás zajímat

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