Overview
- Recent Research Diagnostics of Processes and Systems
- Presents Proceedings of 15th International Conference on Diagnostics of Processes and Systems DPS 2022
- Written by experts in the field
Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 545)
Included in the following conference series:
Conference proceedings info: DPS 2022.
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Table of contents (35 papers)
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Front Matter
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AI in Medicine
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Front Matter
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Cybersecurity
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Front Matter
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Artificial Neural Networks
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Front Matter
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Other volumes
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Intelligent and Safe Computer Systems in Control and Diagnostics
Keywords
About this book
The main subject matter of the book is related to the demands of research and industrial centers for diagnostics, monitoring, and decision-making systems that result from the increasing complexity of automation and systems, the need to ensure the highest level of reliability and safety, and continuing research and the development of innovative approaches to fault diagnosis. Most welcome are combinations of domains of engineering knowledge for diagnosis, including detection, isolation, localization, identification, reconfiguration, and fault-tolerant control. This field is open to new challenges, including industrial diagnostics, diagnostics of computer systems and networks, as well as non-industrial applications in the form of medical diagnostics, especially those based on artificial intelligence and deep neural networks.
Our community is mainly interested in the following six topics: fault detection, isolation, and identification (FDI); (ii) fault-tolerant control systems; (iii) process safety, quality, and reliability; (iv) medical diagnostics; as well as (v) methodologies based on mathematical modeling, parameter identification and state estimation, qualitative models, statistical and signal processing, artificial intelligence, fuzzy logic and rough sets, expert systems, neural networks; and (vi) industrial applications of diagnostics in fault-tolerant problems, safety, monitoring and alarming, quality control, computer systems and networks, diagnostic software, software reliability, medicine and therapy, environment protection, production control, and other industries such as chemistry, electronics, and power systems.
The book is divided into six parts: (I) Artificial Intelligence in Medicine; (II) Cybersecurity; (III) Artificial Neural Networks; (IV) Fault Detection; (V) Systems Modeling; and (VI) Adaptive, Robust and FTC Systems.
Editors and Affiliations
Bibliographic Information
Book Title: Intelligent and Safe Computer Systems in Control and Diagnostics
Editors: Zdzislaw Kowalczuk
Series Title: Lecture Notes in Networks and Systems
DOI: https://doi.org/10.1007/978-3-031-16159-9
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
Softcover ISBN: 978-3-031-16158-2Published: 01 September 2022
eBook ISBN: 978-3-031-16159-9Published: 31 August 2022
Series ISSN: 2367-3370
Series E-ISSN: 2367-3389
Edition Number: 1
Number of Pages: XIV, 450
Number of Illustrations: 46 b/w illustrations, 136 illustrations in colour
Topics: Control and Systems Theory, Computational Intelligence