Digital Twins: Internet of Things, Machine Learning, and Smart Manufacturing

Yogini Borole; Pradnya Borkar; Roshani Raut; Vijaya Parag Balpande; Prasenjit Chatterjee

Published by De Gruyter 2023

Digital Twins

Internet of Things, Machine Learning, and Smart Manufacturing

Yogini Borole , Pradnya Borkar , Roshani Raut , Vijaya Parag Balpande and Prasenjit Chatterjee

Volume 8 in the series Smart Computing Applications

https://doi.org/10.1515/9783110778861

Overview
Contents

About this book

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.

Author / Editor information

Y. Borole, Raisoni Institute of Engineering and Technology, Pune, India; P. Borkar, R. Raut, V. Balpande and P. Chatterjee, India.

Topics

Frontmatter Publicly Available Download PDF	I
Preface Publicly Available Download PDF	V
Contents Publicly Available Download PDF	IX
Chapter 1 What Is Digital Twin? Digital Twin Concept and Architecture Requires Authentication Unlicensed Licensed Download PDF	1
Chapter 2 Benefits of Digital Twin Modelling Requires Authentication Unlicensed Licensed Download PDF	17
Chapter 3 Modelling of Digital Twin Requires Authentication Unlicensed Licensed Download PDF	27
Chapter 4 Digital Twin and IoT Requires Authentication Unlicensed Licensed Download PDF	39
Chapter 5 Machine Learning, AI, and IoT to Construct Digital Twin Requires Authentication Unlicensed Licensed Download PDF	49
Chapter 6 Intelligent and Smart Manufacturing with AI Solution Requires Authentication Unlicensed Licensed Download PDF	61
Chapter 7 Information and Data Fusion for Decision-Making Requires Authentication Unlicensed Licensed Download PDF	71
Chapter 8 Digital Twin Use Cases and Industries Requires Authentication Unlicensed Licensed Download PDF	87
Chapter 9 Security in Digital Twin Requires Authentication Unlicensed Licensed Download PDF	115
Chapter 10 Implementation of Digital Twin Requires Authentication Unlicensed Licensed Download PDF	149
Chapter 11 Digital Twin Simulator Requires Authentication Unlicensed Licensed Download PDF	185
Chapter 12 Case Studies: Smart Cities Based on Digital Twin Requires Authentication Unlicensed Licensed Download PDF	215
Index Requires Authentication Unlicensed Licensed Download PDF	237

(Deutsch)

Language: English
Publisher: De Gruyter
Audience: Professionals working in the field, research scholars, graduate students in computer science and electrical engineering
Pages
- Front matter: 16
- Main content: 239
Illustrations
- Illustrations: 6
- Coloured Illustrations: 77
- Tables: 1
Keywords: Computer Simulation; Digital Twin; Internet of Things; Machine Learning

eBook

Published: September 18, 2023
ISBN: 9783110778861

Hardcover

Published: September 18, 2023
ISBN: 9783110778786