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Józef Korbicz (editor) - Advances in Diagnostics of Processes and Systems: Selected Papers from the 14th International Conference on Diagnostics of Processes and Systems ... in Systems, Decision and Control, 313)

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Józef Korbicz (editor) Advances in Diagnostics of Processes and Systems: Selected Papers from the 14th International Conference on Diagnostics of Processes and Systems ... in Systems, Decision and Control, 313)

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This book contains a collection of 13 carefully selected papers contributed by researches in technical and partial medical diagnostics as well as fault-tolerant control and constitutes a comprehensive study of the field. Nowadays technical diagnostics and fault-tolerant control are a field of intensive scientific research that covers well-established topics along with emerging developments in control engineering, artificial intelligence, applied mathematics and statistics. At the same time, a growing number of applications of different fault diagnosis methods, especially in the electrical, mechanical, chemical and medical areas, are being observed. The aim of the book is to show the bridge between technical and medical diagnosis based on analytical and artificial intelligence methods and techniques.

The book is divided into three parts:

I. Fault-Tolerant Control and Reconfiguration,

II. Fault Diagnosis of Processes and Systems,

III. Medical Applications.

The book is of interest to scientists, engineers and academics dealing with the problems of designing technical diagnosis and fault-tolerant control systems. Its target readers are also junior researchers and students of control, artificial intelligence and computer engineering.

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Book cover of Advances in Diagnostics of Processes and Systems Volume 313 - photo 1
Book cover of Advances in Diagnostics of Processes and Systems
Volume 313
Studies in Systems, Decision and Control
Series Editor
Janusz Kacprzyk
Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

The series "Studies in Systems, Decision and Control" (SSDC) covers both new developments and advances, as well as the state of the art, in the various areas of broadly perceived systems, decision making and controlquickly, up to date and with a high quality. The intent is to cover the theory, applications, and perspectives on the state of the art and future developments relevant to systems, decision making, control, complex processes and related areas, as embedded in the fields of engineering, computer science, physics, economics, social and life sciences, as well as the paradigms and methodologies behind them. The series contains monographs, textbooks, lecture notes and edited volumes in systems, decision making and control spanning the areas of Cyber-Physical Systems, Autonomous Systems, Sensor Networks, Control Systems, Energy Systems, Automotive Systems, Biological Systems, Vehicular Networking and Connected Vehicles, Aerospace Systems, Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems, Robotics, Social Systems, Economic Systems and other. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution and exposure which enable both a wide and rapid dissemination of research output.

Indexed by SCOPUS, DBLP, WTI Frankfurt eG, zbMATH, SCImago.

All books published in the series are submitted for consideration in Web of Science.

More information about this series at http://www.springer.com/series/13304

Editors
Jzef Korbicz , Krzysztof Patan and Marcel Luzar
Advances in Diagnostics of Processes and Systems
Selected Papers from the 14th International Conference on Diagnostics of Processes and Systems (DPS), September 2123, 2020, Zielona Gra (Poland)
1st ed. 2021
Logo of the publisher Editors Jzef Korbicz Institute of Control and - photo 2
Logo of the publisher
Editors
Jzef Korbicz
Institute of Control and Computation Engineering, University of Zielona Gra, Zielona Gra, Poland
Krzysztof Patan
Institute of Control and Computation Engineering, University of Zielona Gra, Zielona Gra, Poland
Marcel Luzar
Institute of Control and Computation Engineering, University of Zielona Gra, Zielona Gra, Poland
ISSN 2198-4182 e-ISSN 2198-4190
Studies in Systems, Decision and Control
ISBN 978-3-030-58963-9 e-ISBN 978-3-030-58964-6
https://doi.org/10.1007/978-3-030-58964-6
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG

The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

The continuous increase in the complexity of modern industrial systems, as well as growing reliability demands regarding their operation and control quality, are serious challenges for further development of the theory and practice of control and technical diagnostics. Nowadays, technical diagnostics is a field of intensive scientific research and covers well-established topics, as well as emerging developments in control engineering, artificial intelligence, applied mathematics, and statistics. At the same time, a growing number of applications of different fault diagnosis methods, especially in the electrical, mechanical, chemical, and medical areas is being observed. The rapidly increasing complexity of automation in the industry and the continuing need to ensure reliability and safety at the highest level require ongoing research and development of innovative fault diagnosis approaches. Furthermore, special attention is paid to fault-tolerant and self-reconfiguring control systems, which are crucial wherever maintenance or repair cannot be realized immediately.

The subject matter of the conference was replying to the expectations and demands of research and industrial centers related to modern and safe diagnostics systems, process monitoring systems, and expert systems. In general, conference topics correspond to the subject area of the IFAC symposium on Fault Detection, Supervision, and Safety for Technical Processes (SAFEPROCESS) and are extended to some issues of medical diagnostics.

The book contains selected papers presented at the 14th International Conference on Diagnostics of Processes and Systems, DPS 2020, held online in Zielona Gra, Poland, on 2123 September 2020. The conference was organized by the Institute of Control and Computation Engineering of the University of Zielona Gra in cooperation with the Warsaw and Gdask Universities of Technology. The history of the DPS conferences dates back to 1996, and has been organized every two years sequentially by the three universities (in Zielona Gra, Warsaw, and Gdask). The DPS conferences attract each time approximately 100 participants, as well as internationally recognized plenary speakers, including so far Paul Frank, Ronald J. Patton, Tadeusz Kaczorek, Jakob Stoustrup, Jan Maciejowski, Eduardo F. Camacho, Christopher Edwards, Steven Ding, Didier Theilliol, Ryszard Tadeusiewicz, Vincenc Puig, Paolo Castaldi, and Jrme Cieslak, among others.

The aim of this collective book is to show the bridge between technical and medical diagnosis based on artificial intelligence methods and techniques. The volume is divided into three parts:
  1. I.

    Fault-Tolerant Control and Reconfiguration

  2. II.

    Fault Diagnosis of Processes and Systems

  3. III.

    Medical Applications

and consists of 13 carefully selected full papers. Every submission was subjected to a thorough peer review process (2 to 3 independent reviews per paper), and only those with a consistent and strong recommendation from the reviewers have been accepted and included in the proceedings.

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