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Digital Twin: A Dynamic System and Computing Perspective

Autor Ranjan Ganguli, Sondipon Adhikari, Souvik Chakraborty, Mrittika Ganguli
en Limba Engleză Paperback – 29 noi 2024
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.
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Specificații

ISBN-13: 9781032213637
ISBN-10: 1032213639
Pagini: 252
Ilustrații: 156
Dimensiuni: 156 x 234 x 17 mm
Greutate: 0.47 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Academic

Cuprins

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.

Notă biografică

Ranjan Ganguli, Mrittika Ganguli

Descriere

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.