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

Marcin Witczak

ISBN 10: 3540711147 / ISBN 13: 9783540711148

Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg Apr 2007, 2007

About this Item

This item is printed on demand - Print on Demand Titel. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 232 pp. Englisch.

Seller Inventory # 9783540711148

Bibliographic Details

• Title: Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems
• Publisher: Springer Berlin Heidelberg, Springer Berlin Heidelberg Apr 2007
• Publication Date: 2007
• Language: English
• ISBN 10: 3540711147
• ISBN 13: 9783540711148
• Binding: Taschenbuch
• Condition: Neu

About this title

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.

Review

From the reviews:

"The book treats a class of nonlinear discrete-time models for dynamical systems and presents further developments of the author’s research on nonlinear system identification and fault detection ... . It is intended for researchers, engineers and advanced postgraduate students in control, computer science and related engineering fields." (Alexander V. Nazin, Mathematical Reviews, Issue 2008 d)