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.
| Autorius: | Marcin Witczak |
| Serija: | Lecture Notes in Control and Information Sciences |
| Leidėjas: | Springer Berlin Heidelberg |
| Išleidimo metai: | 2007 |
| Knygos puslapių skaičius: | 232 |
| ISBN-10: | 3540711147 |
| ISBN-13: | 9783540711148 |
| Formatas: | Knyga minkštu viršeliu |
| Kalba: | Anglų |
| Žanras: | Cybernetics and systems theory |
Parašykite atsiliepimą apie „Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems: From Analytical to Soft Computing Approaches“
