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Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing
ISBN-13:
9783030818159
Veröffentl:
2021
Seiten:
465
Autor:
Surjya Kanta Pal
Serie:
Springer Series in Advanced Manufacturing
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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.
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.
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