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Zhe Wu - Process Operational Safety and Cybersecurity: A Feedback Control Approach (Advances in Industrial Control)

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Zhe Wu Process Operational Safety and Cybersecurity: A Feedback Control Approach (Advances in Industrial Control)
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This book is focused on the development of rigorous, yet practical, methods for the design of advanced process control systems to improve process operational safety and cybersecurity for a wide range of nonlinear process systems.

Process Operational Safety and Cybersecurity develops designs for novel model predictive control systems accounting for operational safety considerations, presents theoretical analysis on recursive feasibility and simultaneous closed-loop stability and safety, and discusses practical considerations including data-driven modeling of nonlinear processes, characterization of closed-loop stability regions and computational efficiency. The text then shifts focus to the design of integrated detection and model predictive control systems which improve process cybersecurity by efficiently detecting and mitigating the impact of intelligent cyber-attacks.

The book explores several key areas relating to operational safety and cybersecurity including:

  • machine-learning-based modeling of nonlinear dynamical systems for model predictive control;
  • a framework for detection and resilient control of sensor cyber-attacks for nonlinear systems;
  • insight into theoretical and practical issues associated with the design of control systems for process operational safety and cybersecurity; and
  • a number of numerical simulations of chemical process examples and Aspen simulations of large-scale chemical process networks of industrial relevance.

A basic knowledge of nonlinear system analysis, Lyapunov stability techniques, dynamic optimization, and machine-learning techniques will help readers to understand the methodologies proposed. The book is a valuable resource for academic researchers and graduate students pursuing research in this area as well as for process control engineers.

Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

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Book cover of Process Operational Safety and Cybersecurity Advances in - photo 1
Book cover of Process Operational Safety and Cybersecurity
Advances in Industrial Control
Series Editors
Michael J. Grimble
Industrial Control Centre, University of Strathclyde, Glasgow, UK
Antonella Ferrara
Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy
Editorial Board
Graham Goodwin
School of Electrical Engineering and Computing, University of Newcastle, Callaghan, NSW, Australia
Thomas J. Harris
Department of Chemical Engineering, Queen's University, Kingston, ON, Canada
Tong Heng Lee
Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore
Om P. Malik
Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
Kim-Fung Man
City University Hong Kong, Kowloon, Hong Kong
Gustaf Olsson
Department of Industrial Electrical Engineering and Automation, Lund Institute of Technology, Lund, Sweden
Asok Ray
Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA
Sebastian Engell
Lehrstuhl fr Systemdynamik und Prozessfhrung, Technische Universitt Dortmund, Dortmund, Germany
Ikuo Yamamoto
Graduate School of Engineering, University of Nagasaki, Nagasaki, Japan

Advances in Industrial Control is a series of monographs and contributed titles focusing on the applications of advanced and novel control methods within applied settings. This series has worldwide distribution to engineers, researchers and libraries.

The series promotes the exchange of information between academia and industry, to which end the books all demonstrate some theoretical aspect of an advanced or new control method and show how it can be applied either in a pilot plant or in some real industrial situation. The books are distinguished by the combination of the type of theory used and the type of application exemplified. Note that industrial here has a very broad interpretation; it applies not merely to the processes employed in industrial plants but to systems such as avionics and automotive brakes and drivetrain. This series complements the theoretical and more mathematical approach of Communications and Control Engineering.

Indexed by SCOPUS and Engineering Index.

Proposals for this series, composed of a proposal form downloaded from this page, a draft Contents, at least two sample chapters and an author cv (with a synopsis of the whole project, if possible) can be submitted to either of the:

Series Editors

Professor Michael J. Grimble

Department of Electronic and Electrical Engineering, Royal College Building, 204 George Street, Glasgow G1 1XW, United Kingdom

e-mail: m.j.grimble@strath.ac.uk

Professor Antonella Ferrara

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Via Ferrata 1, 27100 Pavia, Italy

e-mail: antonella.ferrara@unipv.it

or the

In-house Editor

Mr. Oliver Jackson

Springer London, 4 Crinan Street, London, N1 9XW, United Kingdom

e-mail: oliver.jackson@springer.com

Proposals are peer-reviewed.

Publishing Ethics

Researchers should conduct their research from research proposal to publication in line with best practices and codes of conduct of relevant professional bodies and/or national and international regulatory bodies. For more details on individual ethics matters please see:

https://www.springer.com/gp/authors-editors/journal-author/journal-author-helpdesk/publishing-ethics/14214

More information about this series at http://www.springer.com/series/1412

Zhe Wu and Panagiotis D. Christofides
Process Operational Safety and Cybersecurity
A Feedback Control Approach
1st ed. 2021
Logo of the publisher Zhe Wu Department of Chemical and Biomolecular - photo 2
Logo of the publisher
Zhe Wu
Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA
Panagiotis D. Christofides
Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA
ISSN 1430-9491 e-ISSN 2193-1577
Advances in Industrial Control
ISBN 978-3-030-71182-5 e-ISBN 978-3-030-71183-2
https://doi.org/10.1007/978-3-030-71183-2
Mathematics Subject Classication (2010): 93C83 49J15 93C10
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

Traditionally, the operational safety of chemical processes has been addressed through process design considerations and through a hierarchical, independent design of control and safety systems. By developing safety systems including alarms, emergency shutdown, and further emergency response systems to be activated when control systems fail to operate chemical processes in a normal operating region, process operational safety has been improved to prevent incidents that can lead to property damage, human injuries, and environmental impact. However, the consistent accidents throughout chemical process plant history (including several high-profile disasters in the last decade) have motivated researchers to design control systems that explicitly account for process operational safety considerations. In particular, a new design of control systems such as model predictive controllers (MPC) that incorporates safety considerations and can be coordinated with safety systems has the potential to significantly improve process operational safety and avoid unnecessary triggering of alarm systems. However, the rigorous design of safety-based control systems poses new challenges that cannot be addressed with traditional process control methods, including, for example, proving simultaneous closed-loop stability and safety. On the other hand, cybersecurity has become increasingly important in chemical process industries in recent years as cyber-attacks that have grown in sophistication and frequency have become another leading cause of process safety incidents. While the traditional methods of handling cyber-attacks in control systems still rely partly on human analysis and mainly fall into the area of fault diagnosis, the intelligence of cyber-attacks and their accessibility to control system information have recently motivated researchers to develop cyber-attack detection and resilient operation control strategies to address directly cybersecurity concerns.

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