Digital Twin: A Dynamic System and Computing Perspective
Autor Ranjan Ganguli, Sondipon Adhikari, Souvik Chakraborty, Mrittika Gangulien Limba Engleză Paperback – 29 noi 2024
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
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Paperback (1) | 356.81 lei 3-5 săpt. | +23.31 lei 6-10 zile |
CRC Press – 29 noi 2024 | 356.81 lei 3-5 săpt. | +23.31 lei 6-10 zile |
Hardback (1) | 823.88 lei 6-8 săpt. | |
CRC Press – 17 apr 2023 | 823.88 lei 6-8 săpt. |
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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
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
AcademicCuprins
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.