Title Digital twin -- fundamental concepts to applications in advanced manufacturing / Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal

Published Cham, Switzerland : Springer, [2022]

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Description 1 online resource Series Springer series in advanced manufacturing, 2196-1735 Springer series in advanced manufacturing, 2196-1735 Contents 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 Summary 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 Bibliography Includes bibliographical references Notes Online resource; title from PDF title page (SpringerLink, viewed August 18, 2021) Subject Industry 4.0 -- Computer simulation Manufacturing processes -- Computer simulation Manufacturing processes -- Computer simulation Form Electronic book Author Mishra, Debasish, author. Pal, Arpan, author. Dutta, Samik, author. Chakravarty, Debashish (Engineering professor), author Pal, Srikanta, author. ISBN 9783030818159 3030818152

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