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Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems: From Analytical to Soft Computing Approaches by Marcin Witczak (Paperback, 2007)
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About this product
Product Information
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.Product Identifiers
PublisherSpringer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-139783540711148
eBay Product ID (ePID)94957034
Product Key Features
Number of Pages212 Pages
LanguageEnglish
Publication NameModelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems: From Analytical to Soft Computing Approaches
Publication Year2007
SubjectComputer Science
TypeTextbook
AuthorMarcin Witczak
Subject AreaMaterial Science, Mechanical Engineering
FormatPaperback
Dimensions
Item Height235 mm
Item Weight361 g
Item Width155 mm
Volume354
Additional Product Features
Country/Region of ManufactureGermany
Title_AuthorMarcin Witczak
Series TitleLecture Notes in Control and Information Sciences
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