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Lecture Notes in Control and Information Sciences

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

From Analytical to Soft Computing Approaches

Authors: Witczak, Marcin

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  • Presents an introduction to fault diagnosis of non-linear systems using analytical and soft computing techniques
  • All techniques are presented in a unified framework - starting from the advanced state estimation strategies through theparameter estimation techniques up to modern soft computing
  • The introductory part of the book is of a tutorial value and a good starting point for the new-comers to this field
  • All approaches described in this book are illustrated by practical applications
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  • ISBN 978-3-540-71116-2
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About this book

 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.

Reviews

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)


Table of contents (8 chapters)

Table of contents (8 chapters)

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-540-71116-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-540-71114-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems
Book Subtitle
From Analytical to Soft Computing Approaches
Authors
Series Title
Lecture Notes in Control and Information Sciences
Series Volume
354
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-71116-2
DOI
10.1007/978-3-540-71116-2
Softcover ISBN
978-3-540-71114-8
Series ISSN
0170-8643
Edition Number
1
Number of Pages
XV, 212
Topics

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