Digital-Twin-Enabled Smart Control Engineering (Hardcover)

Language: English

Published by Springer International Publishing AG, Cham, 2023

3031221397 / 9783031221392

Series: Book 60 of 110 - Synthesis Lectures on Engineering, Science, and Technology

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Hardcover. This book presents a novel design framework for the development of Digital Twin (DT) models for process- and motion-control applications. It is based on system-data acquisition using cutting-edge computing technologies, modelling of physical-system behavior through detailed simultaneous simulation of different aspects of the system, and optimal dynamic behavior-matching of the process. The design framework is enhanced with real-time data analytics to improve the performance of the DTs behavior-matching with the real system or physical twin.The methods of creating a DT detailed in Digital-Twin-Enabled Smart Control Engineering make possible the study of a system for real-time controller tuning and fault detection. They also facilitate life-cycle analysis for multiple critical and dangerous conditions that cannot be explored in the corresponding real system or physical twin. The authors show how a DT can be exploited to enable self-optimizing capabilitiesin feedback control systems.The DT framework and the control-performance assessment, fault diagnosis and prognosis, remaining-useful-life analysis, and self-optimizing control abilities it allows are validated with both process- and motion-control systems and their DTs. Supporting MATLAB-based material for a case study and an expanded introduction to the basic elements of DTs can be accessed on an associated website. This book helps university researchers from many areas of engineering to develop new tools for control design and reliability and life-cycle assessment and helps practicing engineers working with robotic, manufacturing and processing, and mechatronic systems to maintain and develop the mechanical tools they use. The design framework is enhanced with real-time data analytics to improve the performance of the DTs behavior-matching with the real system or physical twin.The methods of creating a DT detailed in Digital-Twin-Enabled Smart Control Engineering make possible the study of a system for real-time controller tuning and fault detection. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Seller Inventory # 9783031221392

Title
Digital-Twin-Enabled Smart Control Engineering (Hardcover)
Author
Jairo Viola
Publisher
Springer International Publishing AG, Cham
Publication year
2023
Condition
new
Binding
Hardcover
Language
English
ISBN 10
3031221397
ISBN 13
9783031221392
Series
Book 60 of 110: Synthesis Lectures on Engineering, Science, and Technology

Grand Eagle Retail

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AbeBooks seller since October 12, 2005

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