✦ LIBER ✦

Modelling and estimation strategies for fault diagnosis of non-linear systems: from analytical to soft computing approaches

✍ Scribed by Marcin Witczak

Book ID: 127460927
Publisher: Springer
Year: 2007
Tongue: English
Weight: 7 MB
Series: Lecture Notes in Control and Information Sciences
Category: Library
City: Berlin
ISBN: 3540711147

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Subjects

Теория автоматического управления (ТАУ)

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