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Robust Estimation and Failure Detection: A Concise Treatment (Advances in Industrial Control) - Tapa blanda

Mangoubi, Rami S.

 
9781447115885: Robust Estimation and Failure Detection: A Concise Treatment (Advances in Industrial Control)
Tapa blanda
ISBN 10: 1447115880 ISBN 13: 9781447115885
Editorial: Springer, 2012

Sinopsis

The series Advances in Industrial Control aims to report and encourage technology transfer in control engineering. The rapid development of control technology impacts all areas of the control discipline. New theory, new controllers, actuators, sensors, new industrial processes, computer methods, new applications, new philosophies ... , new challenges. Much of this development work resides in industrial reports, feasibility study papers and the reports of advanced collaborative projects. The series offers an opportunity for researchers to present an extended exposition of such new work in all aspects of industrial control for wider and rapid dissemination. This monograph brings together two of the most exciting areas of advanced signal processing and control. The first involves the development of optimal estimators for uncertain signal and noise models. The second is the subject of failure detection and isolation, which has considerable potential in a range of applications. The text provides a gradual build-up of ideas moving from traditional Wiener and Kalman fIltering to risk sensitive control and estimation problems.

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Críticas

From the reviews:

“The book provides a novel solution of a class of robust estimation problems and includes convincing application studies. ... The material presented in the book is accessible to the novice in both filtering and detection theory. ... The chapters of the book are very well- structured, presented with clarity, and the reader’s understanding is helped with some examples. ... I strongly recommend it to researchers and practitioners in the field of estimation and failure detection, who will certainly find this book an important reference.” (Theodor- Dan Popescu, Studies in Informatics and Control, Vol. 8 (2), 1999)

Reseña del editor

This book introduces robust estimation and failure detection, with a thorough presentation of Kalman filtering and H-infinity filtering theory. These estimation techniques make it possible for engineers to design estimators that are more general and robust. The book also reviews the likelihood ratio method for failure detection and demonstrates how to design failure detectors that are sensitive to failures but insensitive to model variations. This book will give engineers a concise presentation of these important techniques, as well as an overview of important robust control developments of the last fifteen years.

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Editorial
Springer
Año de publicación
2012
Idioma
Inglés
ISBN 10 
1447115880
ISBN 13 
9781447115885
Encuadernación
Tapa blanda
Número de páginas
244
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