Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing
Pal, Surjya Kanta.
Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing [electronic resource] / by Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal. - 1st ed. 2022. - Cham : Springer International Publishing : Imprint: Springer, 2022. - XXXVI, 465 p. 362 illus., 235 illus. in color. online resource.
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.
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.
9783030818159
Industrial engineering.
Production engineering.
Manufactures.
Internet of things.
Signal processing.
Machine learning.
Industrial and Production Engineering.
Machines, Tools, Processes.
Internet of Things.
Signal, Speech and Image Processing .
Machine Learning.
670
Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing [electronic resource] / by Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal. - 1st ed. 2022. - Cham : Springer International Publishing : Imprint: Springer, 2022. - XXXVI, 465 p. 362 illus., 235 illus. in color. online resource.
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.
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.
9783030818159
Industrial engineering.
Production engineering.
Manufactures.
Internet of things.
Signal processing.
Machine learning.
Industrial and Production Engineering.
Machines, Tools, Processes.
Internet of Things.
Signal, Speech and Image Processing .
Machine Learning.
670