Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing
Pal, Surjya Kanta
Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing by Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal - 1st edition 2022 - 1 recurso en línea (XXXVI, 465 páginas) 362 ilustraciones, 235 ilustraciones a color - Springer Series in Advanced Manufacturing 2196-1735 .
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
10.1007/978-3-030-81815-9 doi
Innovaciones tecnológicas
T59.6 / 2022 EB
Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing by Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal - 1st edition 2022 - 1 recurso en línea (XXXVI, 465 páginas) 362 ilustraciones, 235 ilustraciones a color - Springer Series in Advanced Manufacturing 2196-1735 .
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
10.1007/978-3-030-81815-9 doi
Innovaciones tecnológicas
T59.6 / 2022 EB