Digital Twin – Fundamental Concepts to Applications in Advanced Manufacturing

This book provides readers with a guide to the use of Digital Twin in manufacturing. It presents a collection of fundamental ideas about sensor electronics and data acquisition, signal and image processing techniques, seamless data communications, artificial intelligence and machine learning for dec...

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Bibliographic Details
Main Authors: Pal, Surjya Kanta, Mishra, Debasish (Author), Pal, Arpan (Author), Dutta, Samik (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2022, 2022
Edition:1st ed. 2022
Series:Springer Series in Advanced Manufacturing
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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245 0 0 |a Digital Twin – Fundamental Concepts to Applications in Advanced Manufacturing  |h Elektronische Ressource  |c by Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal 
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505 0 |a Introduction -- Sensor Electronics -- Signal Acquisition and Processing -- Image Processing -- Data Communication: Cloud and Fog Computing -- Machine Learning and Decision Making -- Artificial Intelligence in Decision Making -- Digital Twin Application -- Conclusions 
653 |a Machine learning 
653 |a Industrial engineering 
653 |a Machine Learning 
653 |a Internet of things 
653 |a Machines, Tools, Processes 
653 |a Manufactures 
653 |a Industrial and Production Engineering 
653 |a Signal, Speech and Image Processing 
653 |a Internet of Things 
653 |a Signal processing 
653 |a Production engineering 
700 1 |a Mishra, Debasish  |e [author] 
700 1 |a Pal, Arpan  |e [author] 
700 1 |a Dutta, Samik  |e [author] 
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520 |a This book provides readers with a guide to the use of Digital Twin in manufacturing. It presents a collection of fundamental ideas about sensor electronics and data acquisition, signal and image processing techniques, seamless data communications, artificial intelligence and machine learning for decision making, and explains their necessity for the practical application of Digital Twin in Industry. Providing case studies relevant to the manufacturing processes, systems, and sub-systems, this book is beneficial for both academics and industry professionals within the field of Industry 4.0 and digital manufacturing