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

Released on by Marcin Witczak
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  • Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems Book Detail

  • Author : Marcin Witczak
  • Release Date : 2009-09-02
  • Publisher : Springer
  • Genre : Technology & Engineering
  • Pages : 212
  • ISBN 13 : 9783540835851
  • File Size : 71,71 MB
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Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems by Marcin Witczak PDF Summary

Book Description: 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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