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

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

Paperback

Series: Lecture Notes in Control and Information Sciences, Book 354

Technology & EngineeringGeneral Mathematics

ISBN10: 3540711147
ISBN13: 9783540711148
Publisher: Springer Nature
Published: Apr 5 2007
Pages: 212
Weight: 0.78
Height: 0.52 Width: 6.89 Depth: 9.31
Language: English

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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