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OverviewThis 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. Full Product DetailsAuthor: Marcin WitczakPublisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K Edition: 2007 ed. Volume: 354 Dimensions: Width: 15.50cm , Height: 1.30cm , Length: 23.50cm Weight: 0.454kg ISBN: 9783540711148ISBN 10: 3540711147 Pages: 212 Publication Date: 05 April 2007 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Out of stock The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available. Table of ContentsReviewsFrom 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) From the reviews: <p> The book treats a class of nonlinear discrete-time models for dynamical systems and presents further developments of the authora (TM)s research on nonlinear system identification and fault detection a ] . 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) Author InformationTab Content 6Author Website:Countries AvailableAll regions |