Digital Twin: A Dynamic System and Computing Perspective - Hardcover

Ganguli, Ranjan; Adhikari, Sondipon; Chakraborty, Souvik; Ganguli, Mrittika

Hardcover

ISBN 10: 1032213620 ISBN 13: 9781032213620

Publisher: CRC Press, 2023

Synopsis

The digital twin of a physical system is an adaptive computer analog which exists in the cloud and adapts to changes in the physical system dynamically. This book introduces the computing, mathematical, and engineering background to understand and develop the concept of the digital twin. It provides background in modeling/simulation, computing technology, sensor/actuators, and so forth, needed to develop the next generation of digital twins. Concepts on cloud computing, big data, IoT, wireless communications, high-performance computing, and blockchain are also discussed.

Features:

• Provides background material needed to understand digital twin technology
• Presents computational facet of digital twin
• Includes physics-based and surrogate model representations
• Addresses the problem of uncertainty in measurements and modeling
• Discusses practical case studies of implementation of digital twins, addressing additive manufacturing, server farms, predictive maintenance, and smart cities

This book is aimed at graduate students and researchers in Electrical, Mechanical, Computer, and Production Engineering.

About this title

About the Author

Ranjan Ganguli, Mrittika Ganguli

Edition details

• Publisher: CRC Press
• Publication date: 2023
• Language: English
• ISBN 10: 1032213620
• ISBN 13: 9781032213620
• Binding: Hardcover
• Edition number: 1
• Number of pages: 252