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Chapter 3 Modelling of Digital Twin

  • Yogini Borole , Pradnya Borkar , Roshani Raut , Vijaya Parag Balpande and Prasenjit Chatterjee
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Digital Twins
This chapter is in the book Digital Twins

Abstract

This chapter gives a brief about end-to-end digital twin conceptual model that represents its complementary physical object from the ground to the cloud. This chapter explains about digital twin model’s multilayers, namely, physical, communication, virtual space, data analytic and visualisation, and application as well as the overlapping security layer. A detailed overview of the hardware and software technologies that are used in building digital twin model is shown. A use case will be presented to show how the layers collect, exchange, and process the physical object data from the ground to the cloud.

Abstract

This chapter gives a brief about end-to-end digital twin conceptual model that represents its complementary physical object from the ground to the cloud. This chapter explains about digital twin model’s multilayers, namely, physical, communication, virtual space, data analytic and visualisation, and application as well as the overlapping security layer. A detailed overview of the hardware and software technologies that are used in building digital twin model is shown. A use case will be presented to show how the layers collect, exchange, and process the physical object data from the ground to the cloud.

Chapters in this book

  1. Frontmatter I
  2. Preface V
  3. Contents IX
  4. Chapter 1 What Is Digital Twin? Digital Twin Concept and Architecture 1
  5. Chapter 2 Benefits of Digital Twin Modelling 17
  6. Chapter 3 Modelling of Digital Twin 27
  7. Chapter 4 Digital Twin and IoT 39
  8. Chapter 5 Machine Learning, AI, and IoT to Construct Digital Twin 49
  9. Chapter 6 Intelligent and Smart Manufacturing with AI Solution 61
  10. Chapter 7 Information and Data Fusion for Decision-Making 71
  11. Chapter 8 Digital Twin Use Cases and Industries 87
  12. Chapter 9 Security in Digital Twin 115
  13. Chapter 10 Implementation of Digital Twin 149
  14. Chapter 11 Digital Twin Simulator 185
  15. Chapter 12 Case Studies: Smart Cities Based on Digital Twin 215
  16. Index 237
https://doi.org/10.1515/9783110778861-003

Chapters in this book

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