Lecture Notes in Control and Information Sciences: From Analytical to Soft Computing Approaches

Witczak, Marcin

 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.

Details

Published by: Springer

Publication Date: 2007-04-05

Format: Paperback

ISBN-13: 9783540711148

DOI: 10.1007/978-3-540-71116-2

Dimensions: 235cm x155cm

Pages: 212