Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems: From Analytical to Soft Computing Approaches (Lecture Notes in Control and Information Sciences) - Couverture souple

Witczak, Marcin

 
9783540711148: Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems: From Analytical to Soft Computing Approaches (Lecture Notes in Control and Information Sciences)

Synopsis

This monograph presents a variety of techniques that can be used for designing robust fault diagnosis schemes for non-linear systems. The introductory part of the book is of a tutorial value and can be perceived as a good starting point for the new-comers to this field. Subsequently, advanced robust observer structures are presented. Parameter estimation based techniques are discussed as well. A particular attention is drawn to experimental design for fault diagnosis. The book also presents a number of robust soft computing approaches utilizing evolutionary algorithms and neural networks. All approaches described in this book are illustrated by practical applications.

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Autres éditions populaires du même titre

9783540835851: Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems

Edition présentée

ISBN 10 :  3540835857 ISBN 13 :  9783540835851
Editeur : Springer, 2008
Couverture souple