Fault Detection and Isolation

Name: Fault Detection and Isolation
Brand: VDM Verlag
SKU: 9783639371147
Price: 59.86 EUR
Availability: InStock

A Neural Network Approach

Автор: Ihab Samy

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

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59.86 € 117.07 лв

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

Информация за книгата

Автор

Ihab Samy

Език

Английски език

Корици

Книга - С меки корици

Издадена

2011

страници

144

EAN

9783639371147

ISBN

3639371143

Enbook ID

06843835

Издател

VDM Verlag

Теглоt

222

Размери

152 x 229 x 9

Пълно описание

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

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