Sequential Integration Approach to Fault Diagnosis with Applications: Model-Free and Model-Based Approaches: Theory and Design - Couverture souple

Doraiswami, Rajamani; Cheded, Lahouari; M. Khalid, Haris

 
9783639224382: Sequential Integration Approach to Fault Diagnosis with Applications: Model-Free and Model-Based Approaches: Theory and Design
Couverture souple
ISBN 10 : 3639224388 ISBN 13 : 9783639224382
Editeur : VDM Verlag, 2010

Synopsis

As the complexity of engineering systems is constantly increasing, their design calls for the sustainability and reliability of their high performance. Fault diagnosis (FD) is a vital system tool that addresses this critically-important issue. This book presents a clear and easy introduction to the sequential integration of the two major approaches to FD with application, namely model-free and model-based and draws on the power of the two approaches vitally for the detection of incipient faults which are hard to uncover by a single approach alone. In the model-free approach, this book explores from the intuitive approach of plausibility checks to the more sophisticated learning approaches (ANN, FL, Genetic algorithms, etc.) and their hybrid versions. In the model-based approach, the book presents relies on the powerful and ubiquitous Kalman filter and presents new material on: ? A new model-order selection criterion that is appealing to practicing engineers. ? A new and fresh look at the design of Kalman filters based on the simple and powerful internal model principle. As such, this book will be appealing to both researchers and practitioners alike.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

As the complexity of engineering systems is constantly increasing, their design calls for the sustainability and reliability of their high performance. Fault diagnosis (FD) is a vital system tool that addresses this critically-important issue. This book presents a clear and easy introduction to the sequential integration of the two major approaches to FD with application, namely model-free and model-based and draws on the power of the two approaches vitally for the detection of incipient faults which are hard to uncover by a single approach alone. In the model-free approach, this book explores from the intuitive approach of plausibility checks to the more sophisticated learning approaches (ANN, FL, Genetic algorithms, etc.) and their hybrid versions. In the model-based approach, the book presents relies on the powerful and ubiquitous Kalman filter and presents new material on: ? A new model-order selection criterion that is appealing to practicing engineers. ? A new and fresh look at the design of Kalman filters based on the simple and powerful internal model principle. As such, this book will be appealing to both researchers and practitioners alike.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
VDM Verlag
Date d'édition
2010
Langue
anglais
ISBN 10 
3639224388
ISBN 13 
9783639224382
Reliure
Broché
Nombre de pages
196
Coordonnées du fabricant
non disponible
Personne responsable
non disponible