Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems From Analytical to Soft Computing Approaches /

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 robus...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Witczak, Marcin (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.
Édition:1st ed. 2007.
Collection:Lecture Notes in Control and Information Sciences, 354
Sujets:
Control engineering.
Robotics.
Automation.
System theory.
Control theory.
Control, Robotics, Automation.
Systems Theory, Control .
Accès en ligne:Texto Completo
Table des matières:
  • I. Principles of Fault Diagnosis
  • Analytical Techniques-Based FDI
  • Soft Computing-Based FDI
  • II. State and Parameter Estimation Strategies
  • State Estimation Techniques for FDI
  • Parameter Estimation-Based FDI
  • III. Soft Computing Strategies
  • Evolutionary Algorithms
  • Neural Networks
  • Conclusions and Future Research Directions.

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