Digital Twin - A Dynamic System and Computing Perspective

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.

List of contents

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.

About the author

Ranjan Ganguli, Mrittika Ganguli

Summary

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.

Product details

• Authors: Sondipon Adhikari, Adhikari Sondipon, Souvik Chakraborty, ittika Ganguli, Mrittika Ganguli, Ranjan Ganguli, Ranjan (Viasat Inc. Ganguli, Ganguli Ranjan
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Paperback / Softback
• Released: 29.11.2024
• EAN: 9781032213637
• ISBN: 978-1-0-3221363-7
• No. of pages: 240
• Subjects: Natural sciences, medicine, IT, technology > Physics, astronomy > Mechanics, acoustics; TECHNOLOGY & ENGINEERING / Mechanical, MATHEMATICS / General, Augmented Reality (AR), COMPUTERS / Networking / General, TECHNOLOGY & ENGINEERING / Electrical, Computer modelling & simulation, Computer modelling and simulation