Studies in Systems, Decision and Control

Robust and Fault-Tolerant Control

Neural-Network-Based Solutions

Authors: Patan, Krzysztof

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  • Equips the reader to solve problems in a wide class of nonlinear systems
  • Provides opportunities for practice and experience with examples of robust and fault-tolerant control
  • Allows the reader easy access to the uses of artificial neural networks in nonlinear control synthesis with a concise review
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eBook 118,99 €
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  • ISBN 978-3-030-11869-3
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Hardcover 145,59 €
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  • Due: April 8, 2019
  • ISBN 978-3-030-11868-6
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About this book

Robust and Fault-Tolerant Control proposes novel automatic control strategies for nonlinear systems developed by means of artificial neural networks and pays special attention to robust and fault-tolerant approaches. The book discusses robustness and fault tolerance in the context of model predictive control, fault accommodation and reconfiguration, and iterative learning control strategies. Expanding on its theoretical deliberations the monograph includes many case studies demonstrating how the proposed approaches work in practice. The most important features of the book include:

  • a comprehensive review of neural network architectures with possible applications in system modelling and control;
  • a concise introduction to robust and fault-tolerant control;
  • step-by-step presentation of the control approaches proposed;
  • an abundance of case studies illustrating the important steps in designing robust and fault-tolerant control; and
  • a large number of figures and tables facilitating the performance analysis of the control approaches described.
The material presented in this book will be useful for researchers and engineers who wish to avoid spending excessive time in searching neural-network-based control solutions. It is written for electrical, computer science and automatic control engineers interested in control theory and their applications. This monograph will also interest postgraduate students engaged in self-study of nonlinear robust and fault-tolerant control.

About the authors

Krzysztof Patan was born on 26 February 1971 in Zielona Góra, Poland. He received the Ph.D. degree in Machine Design and Exploitation from Warsaw University of Technology, Poland, in 2000 and the D.Sc. degree in Electrical Engineering from University of Zielona Góra, Poland, in 2009. In 2001, he was with the University of Genova, Genova, Italy, as a Research Fellow. Currently, he is an Associate Professor with the Institute of Control and Computation Engineering, University of Zielona Góra, Poland. His research interests include artificial neural networks, and their application to modelling and identification of nonlinear systems, fault detection and diagnosis and optimization techniques and nonlinear control. Professor Patan has taken part in the realization of a number of research projects sponsored by the Ministry of Science and Higher Education in Poland and since 1997 by the European Commission: INCOCopernicus on Integration of quantitative and qualitative fault diagnosis methods within the framework of industrial application (1997–1999), the 5th FP EU RTN on Development and Application of Methods for Actuator Diagnosis in Industrial Control Systems (DAMADICS) (2000–2004). Krzysztof Patan has published more than 135 papers in international journals and conference proceedings. He is the author of the monograph Artificial Neural Networks for the Modelling and Fault Diagnosis of Technical Processes published by Springer in 2008. In 2011 he was awarded Engineering Sciences Award by the Polish Academy of Sciences, Division Four. In 2018 he served as co-editor of the 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2018 held in Warsaw, Poland in 29-31 August 2018. In 2018, he was awarded by the President off the Republic of Poland with the Silver Medal for Long Service

Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-030-11869-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • Due: April 8, 2019
  • ISBN 978-3-030-11868-6
  • Free shipping for individuals worldwide
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Robust and Fault-Tolerant Control
Book Subtitle
Neural-Network-Based Solutions
Authors
Series Title
Studies in Systems, Decision and Control
Series Volume
197
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-11869-3
DOI
10.1007/978-3-030-11869-3
Hardcover ISBN
978-3-030-11868-6
Series ISSN
2198-4182
Edition Number
1
Number of Pages
XXVIII, 209
Number of Illustrations
93 b/w illustrations, 25 illustrations in colour
Topics