Ranjan Ganguli (Viasat Inc., Phoenix, USA), Sondipon Adhikari (UK Swansea University), Souvik Chakraborty (India IIT Delhi)

Digital Twin

A Dynamic System and Computing Perspective

• Gebundenes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 240
• Erscheinungstermin: 17. April 2023
• Englisch
• Abmessung: 234mm x 156mm x 16mm
• Gewicht: 490g
• ISBN-13: 9781032213620
• ISBN-10: 1032213620
• Artikelnr.: 65936129

Autorenporträt

Ranjan Ganguli, Mrittika Ganguli

Inhaltsangabe

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.