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Books > Professional & Technical > Energy technology & engineering > Electrical engineering
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Process Operational Safety and Cybersecurity - A Feedback Control Approach (Hardcover, 1st ed. 2021)
Loot Price: R2,478
Discovery Miles 24 780
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Process Operational Safety and Cybersecurity - A Feedback Control Approach (Hardcover, 1st ed. 2021)
Series: 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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