Digital twin - fundamental concepts to applications in advanced manufacturing [electronic resource]

• 其他作者：
  • Pal, Surjya Kanta.
  • SpringerLink (Online service)
• 其他題名：
  • Springer series in advanced manufacturing.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Springer series in advanced manufacturing,
• 主題： Industry 4.0--Computer simulation. , Manufacturing processes--Computer simulation. , Industrial and Production Engineering. , Manufacturing, Machines, Tools, Processes. , Cyber-physical systems, IoT. , Professional Computing. , Signal, Image and Speech Processing. , Machine Learning.
• ISBN： 9783030818159 (electronic bk.) 、 9783030818142 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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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• 摘要註: 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.
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