
Digital Twin
A Dynamic System and Computing Perspective
CRC Press
1st Edition
Published on 29. November 2024
Book
Paperback/Softback
240 pages
978-1-032-21363-7 (ISBN)
Description
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.
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.
More details
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
Professional and scholarly
Academic
Illustrations
2 s/w Photographien bzw. Rasterbilder, 76 s/w Zeichnungen, 5 s/w Tabellen, 78 s/w Abbildungen
5 Tables, black and white; 76 Line drawings, black and white; 2 Halftones, black and white; 78 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
Thickness: 14 mm
Weight
389 gr
ISBN-13
978-1-032-21363-7 (9781032213637)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Ranjan Ganguli | Sondipon Adhikari | Souvik Chakraborty
Digital Twin
A Dynamic System and Computing Perspective
E-Book
04/2023
1st Edition
CRC Press
€64.49
Available for download

Ranjan Ganguli | Sondipon Adhikari | Souvik Chakraborty
Digital Twin
A Dynamic System and Computing Perspective
E-Book
04/2023
1st Edition
CRC Press
€64.49
Available for download

Ranjan Ganguli | Sondipon Adhikari | Souvik Chakraborty
Digital Twin
A Dynamic System and Computing Perspective
Book
04/2023
1st Edition
CRC Press
€186.20
Shipment within 10-20 days
Persons
Ranjan Ganguli, Mrittika Ganguli
Author
Viasat Inc., Phoenix, USA
Swansea University, UK
IIT Delhi, India
Content
1. Introduction and Background. 2. Computing and Digital Twin. 3. Dynamic Systems. 4. Stochastic Analysis. 5. Digital Twin of Dynamic Systems. 6. Machine learning and Surrogate Models. 7. Surrogate based digital twin of dynamic system. 8. Digital Twin at Multiple Time Scales. 9. Digital twin of nonlinear MDOF systems.