Modelling and estimation strategies for fault diagnosis of non-linear systems: from analytical to soft computing approaches
Marcin WitczakThis 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.
Catégories:
Année:
2007
Editeur::
Springer
Langue:
english
Pages:
198
ISBN 10:
3540711147
ISBN 13:
9783540711148
Collection:
Lecture Notes in Control and Information Sciences
Fichier:
PDF, 7.27 MB
IPFS:
,
english, 2007