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Chapter 5 Machine Learning, AI, and IoT to Construct 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 explains how system builders should approach the development of digital twins that use artificial intelligence. What are the biggest hardware challenges when it comes to artificial intelligence/machine learning?

Abstract

This chapter explains how system builders should approach the development of digital twins that use artificial intelligence. What are the biggest hardware challenges when it comes to artificial intelligence/machine learning?

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/10.1515/9783110778861-005

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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