Autor: Marcin Witczak
ISBN-13: 9783319380421
Veröffentl: 27.08.2016
Einband: Previously published in hardcover
Seiten: 248
Gewicht: 380 g
Format: 235x155x13 mm
Sprache: Englisch

Fault Diagnosis and Fault-Tolerant Control Strategies for Non-Linear Systems

Analytical and Soft Computing Approaches
 Previously published in hardcover
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Taking the reader from advanced state estimation strategies right up to the latest techniques in soft computing, this book explains how to implement the Takagi-Sugeno models of fuzzy-systems fault diagnosis and fault-tolerant control in a unified framework.
Presents selected fault diagnosis and fault-tolerant control strategies for non-linear systems in a unified framework
Part I Robust fault diagnosis.- Part II Integrated fault diagnosis and control.
This book presents selected fault diagnosis and fault-tolerant control strategies for non-linear systems in a unified framework. In particular, starting from advanced state estimation strategies up to modern soft computing, the discrete-time description of the system is employed Part I of the book presents original research results regarding state estimation and neural networks for robust fault diagnosis. Part II is devoted to the presentation of integrated fault diagnosis and fault-tolerant systems. It starts with a general fault-tolerant control framework, which is then extended by introducing robustness with respect to various uncertainties. Finally, it is shown how to implement the proposed framework for fuzzy systems described by the well-known Takagi-Sugeno models.
This research monograph is intended for researchers, engineers, and advanced postgraduate students in control and electrical engineering, computer science, as well as mechanical and chemical engineering.

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Autor: Marcin Witczak
ISBN-13:: 9783319380421
ISBN: 3319380427
Erscheinungsjahr: 27.08.2016
Verlag: Springer International Publishing
Gewicht: 380g
Seiten: 248
Sprache: Englisch
Auflage Softcover reprint of the original 1st ed. 2014
Sonstiges: Taschenbuch, 235x155x13 mm