TY  - DATA
AU  - Pal, Surjya Kanta.
AU  - Mishra, Debasish.
AU  - Pal, Arpan.
AU  - Dutta, Samik.
AU  - Chakravarty, Debashish.
AU  - Pal, Srikanta.
TI  - Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing
SN  - 9783030818159
U1  - 670 23
PY  - 2022///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Industrial engineering
KW  - Production engineering
KW  - Manufactures
KW  - Internet of things
KW  - Signal processing
KW  - Machine learning
KW  - Industrial and Production Engineering
KW  - Machines, Tools, Processes
KW  - Internet of Things
KW  - Signal, Speech and Image Processing
KW  - Machine Learning
N1  - 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
N2  - 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
UR  - https://doi.org/10.1007/978-3-030-81815-9
ER  -