Digital Twin: A Dynamic System and Computing Perspective 1st Edition
by Ranjan Ganguli (Author), Sondipon Adhikari (Author), Souvik Chakraborty (Author), Mrittika Ganguli (Author)
Publisher Finelybook 出版社：CRC Press; 1st edition (March 14, 2023)
pages 页数：256 pages
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.
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.