Digital twin : a dynamic system and computing perspective /
Ganguli, Ranjan,
Digital twin : a dynamic system and computing perspective / Ranjan Ganguli, Sondipon Adhikari, Souvik Chakraborty, Mrittika Ganguli. - 1 online resource (256 pages) : illustrations (black and white).
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.
9781003268048 1003268048 9781000829297 1000829294 9781000829372 1000829375
10.1201/9781003268048 doi
Digital twins (Computer simulation)
Cooperating objects (Computer systems)
COMPUTERS / Networking / General
MATHEMATICS / General
TECHNOLOGY / Electricity
QA76.9.C65
006.3
Digital twin : a dynamic system and computing perspective / Ranjan Ganguli, Sondipon Adhikari, Souvik Chakraborty, Mrittika Ganguli. - 1 online resource (256 pages) : illustrations (black and white).
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.
9781003268048 1003268048 9781000829297 1000829294 9781000829372 1000829375
10.1201/9781003268048 doi
Digital twins (Computer simulation)
Cooperating objects (Computer systems)
COMPUTERS / Networking / General
MATHEMATICS / General
TECHNOLOGY / Electricity
QA76.9.C65
006.3