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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.
Produkteigenschaften
- Artikelnummer: 9783540711148
- Medium: Buch
- ISBN: 978-3-540-71114-8
- Verlag: Springer Berlin Heidelberg
- Erscheinungstermin: 05.04.2007
- Sprache(n): Englisch
- Auflage: 2007
- Serie: Lecture Notes in Control and Information Sciences
- Produktform: Kartoniert
- Gewicht: 359 g
- Seiten: 212
- Format (B x H x T): 155 x 235 x 13 mm
- Ausgabetyp: Kein, Unbekannt