Modelling and Estimation Strategies - E-book

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Modelling And Estimation Strategies For Fault Diagnosis Of Non-linear Systems - ENG

From Analytical To Soft Computing Approaches

Marcin Witczak

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Sinopsis

ISBN:	9783540711162
Formato:	Page Fidelity
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Ciencia
Subtema:	Teoría de los Sistemas
Año de publicación:	2007-07-08

Â 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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