Digital Twins: Internet of Things, Machine Learning, and Smart Manufacturing
- 4h 15m
- Pradnya Borkar, Prasenjit Chatterjee, Roshani Raut, Vijaya Parag Balpande, Yogini Borole
- De Gruyter Inc
- 2023
This book explores the significance, challenges and benefits of digital twin technologies; it focuses in particular on various architectures, applications and challenges in the implementation of digital twins to Machine Learning and Internet of Things capabilities. Through the analysis of smart city and smart manufacturing case studies, the book explores the benefits of digital technologies in the Industry 4.0 Era.
- Comprehensive theoretical account of digital twin technologies.
- Applications to Internet of Things and Machine Learning.
- Detailed analysis of smart city and smart manufacturing case studies.
About the Author
Y. Borole, Raisoni Institute of Engineering and Technology, Pune, India; P. Borkar, R. Raut, V. Balpande and P. Chatterjee, India.
In this Book
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What is Digital Twin? Digital Twin Concept and Architecture
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Benefits of Digital Twin Modelling
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Modelling of Digital Twin
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Digital Twin and IoT
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Machine Learning, AI, and IoT to Construct Digital Twin
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Intelligent and Smart Manufacturing with AI Solution
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Information and Data Fusion for Decision-Making
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Digital Twin Use Cases and Industries
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Security in Digital Twin
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Implementation of Digital Twin
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Digital Twin Simulator
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Case Studies: Smart Cities Based on Digital Twin
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