Fault Detection and Flight Data Measurement
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Fault Detection and Flight Data Measurement: Demonstrated on Unmanned Air Vehicles using Neural Networks(419 Lecture Notes in Control and Information Sciences)

Fault Detection and Flight Data Measurement: Demonstrated on Unmanned Air Vehicles using Neural Networks(419 Lecture Notes in Control and Information Sciences)


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About the Book

This book considers two popular topics: fault detection and isolation (FDI) and flight data estimation using flush air data sensing (FADS) systems. Literature surveys, comparison tests, simulations and wind tunnel tests are performed. In both cases, a UAV platform is considered for demonstration purposes. In the first part of the book, FDI is considered for sensor faults where a neural network approach is implemented. 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 estimations and parity space approaches. The second part of this book focuses on how to estimate flight data (angle of attack, airspeed) using a matrix of pressure sensors and a neural network model. In conclusion this book can serve as an introduction to FDI and FADS systems, a literature survey, and a case study for UAV applications.

Table of Contents:
Introduction.- Fault detection and isolation (FDI).- Introduction to FADS systems.- Neural Networks.- SFDA-Single sensor faults.- SFDIA-Multiple sensor faults.- FADS system applied to a MAV.- Conclusions and Future Work.


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Product Details
  • ISBN-13: 9783642240515
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Publisher Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Height: 235 mm
  • No of Pages: 176
  • Returnable: Y
  • Sub Title: Demonstrated on Unmanned Air Vehicles using Neural Networks
  • ISBN-10: 3642240518
  • Publisher Date: 15 Oct 2011
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Series Title: 419 Lecture Notes in Control and Information Sciences
  • Width: 155 mm


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Fault Detection and Flight Data Measurement: Demonstrated on Unmanned Air Vehicles using Neural Networks(419 Lecture Notes in Control and Information Sciences)
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Fault Detection and Flight Data Measurement: Demonstrated on Unmanned Air Vehicles using Neural Networks(419 Lecture Notes in Control and Information Sciences)
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Fault Detection and Flight Data Measurement: Demonstrated on Unmanned Air Vehicles using Neural Networks(419 Lecture Notes in Control and Information Sciences)

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