Process Operational Safety and Cybersecurity: A Feedback Control Approach: Advances in Industrial Control
Autor Zhe Wu, Panagiotis D. Christofidesen Limba Engleză Paperback – 11 iun 2022
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.
Advances in Industrial Control reportsand 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.
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 629.92 lei 6-8 săpt. | |
Springer International Publishing – 11 iun 2022 | 629.92 lei 6-8 săpt. | |
Hardback (1) | 636.20 lei 6-8 săpt. | |
Springer International Publishing – 10 iun 2021 | 636.20 lei 6-8 săpt. |
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Specificații
ISBN-13: 9783030711856
ISBN-10: 3030711854
Ilustrații: XXV, 277 p. 107 illus., 78 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.43 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seria Advances in Industrial Control
Locul publicării:Cham, Switzerland
ISBN-10: 3030711854
Ilustrații: XXV, 277 p. 107 illus., 78 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.43 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seria Advances in Industrial Control
Locul publicării:Cham, Switzerland
Cuprins
Introduction.- Background.- Safeness-Index-Based MPC and EMPC.- Operational Safety via Control Lyapunov-Barrier Function-Based MPC.- Integration of Safety Systems with Control Systems.- Machine Learning in Process Operational Safety.- Process Cybersecurity.- A Two-tier Control Architecture for Cybersecurity
Textul de pe ultima copertă
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:
Advances in Industrial Control reportsand 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.
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.
Advances in Industrial Control reportsand 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.
Caracteristici
Designs novel model predictive control systems to handle process operational safety and cybersecurity in chemical processes Provides insight and fundamental understanding into the designs of control systems Offers numerous detailed examples of industrial uses, enabling readers to relate the methods to specific applications