Articoli correlati a Application of Auto-Associative Neural Networks for...

Application of Auto-Associative Neural Networks for Sensor Diagnostics: An Enhancement to Auto-Associative Neural Networks for Detection and Isolation of Sensor Faults - Brossura

Najafi, Massieh

 
9783838359144: Application of Auto-Associative Neural Networks for Sensor Diagnostics: An Enhancement to Auto-Associative Neural Networks for Detection and Isolation of Sensor Faults
Brossura
ISBN 10: 3838359143 ISBN 13: 9783838359144
Casa editrice: LAP Lambert Academic Publishing, 2010

Sinossi

In this book, we address the problem of sensor fault diagnosis in complex systems. The motivation for this work is the common problem encountered in industrial setting, i.e. sensor shift, drift and outright failure. The approach proposed in this paper is based on Auto-Associative Neural Networks but has been extended to address some intrinsic deficiencies of these types of networks in practical setting. In particular, it is shown that the proposed approach provides the basic functionality needed for sensor fault detection in a multi-sensor environment with limited additional computational burden.

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Editore
LAP Lambert Academic Publishing
Data di pubblicazione
2010
Lingua
Inglese
ISBN 10 
3838359143
ISBN 13 
9783838359144
Rilegatura
Copertina flessibile
Numero di pagine
100
Contatto del produttore
non disponibile
Persona responsabile
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