Process Operational Safety and Cybersecurity
Idioma: inglés
Editorial: Springer International Publishing Jun 2021, 2021
- Tapa dura
- Nuevo
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, AlemaniaBuchWeltWeit Ludwig Meier e.K.
Vendedor de IberLibro desde 11 de enero de 2012
Condición: Nuevo
EUR 106,99
Cantidad disponible: 2 disponibles
Añadir al carritoDescripción del artículo del vendedor
This item is printed on demand - it takes 3-4 days longer - Neuware -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 Controlreports 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. 304 pp. Englisch.…
N° de ref. del artículo 9783030711825
- Título
- Process Operational Safety and Cybersecurity
- Autor
- Panagiotis D. Christofides
- Editorial
- Springer International Publishing Jun 2021
- Año de publicación
- 2021
- Estado
- Neu
- Encuadernación
- Buch
- Idioma
- inglés
- ISBN 10
- 303071182X
- ISBN 13
- 9783030711825
- Peso del artículo
- 623 gramos
- Dimensiones
- 241x160x22 mm
- Serie
- Libro 162 de 167: Advances in Industrial Control
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.
“Sinopsis” puede pertenecer a otra edición de este título.
De la contraportada
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.
“Acerca de” puede pertenecer a otra edición de este título.
BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Alemania
Vendedor de IberLibro desde 11 de enero de 2012
Tarifas de envío de Alemania a Estados Unidos de America
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