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Building Industrial Digital Twins

You're reading from   Building Industrial Digital Twins Design, develop, and deploy digital twin solutions for real-world industries using Azure Digital Twins

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Product type Paperback
Published in Nov 2021
Publisher Packt
ISBN-13 9781839219078
Length 286 pages
Edition 1st Edition
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Authors (2):
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Shyam Varan Nath Shyam Varan Nath
Author Profile Icon Shyam Varan Nath
Shyam Varan Nath
Pieter van Schalkwyk Pieter van Schalkwyk
Author Profile Icon Pieter van Schalkwyk
Pieter van Schalkwyk
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Toc

Table of Contents (15) Chapters Close

Preface 1. Section 1: Defining Digital Twins
2. Chapter 1: Introduction to Digital Twin FREE CHAPTER 3. Chapter 2: Planning Your Digital Twin 4. Section 2: Building the Digital Twin
5. Chapter 3: Identifying the First Digital Twin 6. Chapter 4: Getting Started with Our First Digital Twin 7. Chapter 5: Setting Up a Digital Twin Prototype 8. Chapter 6: Building the Digital Twin Prototype 9. Chapter 7: Deployment and Value Tracking 10. Section 3: Enhancing the Digital Twin
11. Chapter 8: Enhancing the Digital Twin 12. Interview on Digital Twins with William (Bill) Ruh, CEO of Lendlease Digital
13. Interview on Digital Twins with Anwar Ahmed, CTO - Digital Services at GE Renewable Energy 14. Other Books You May Enjoy

Technological needs

In the preceding sections, we comprehensively discussed the prerequisites and requirements around the industrial Digital Twin. Now, let's take a look at the technological needs arising out of those requirements. Some of the recent emerging and digital technologies will come in handy here. We will examine areas such as the following:

  1. The framework and the model: IIoT systems and cloud versus on-premises
  2. Connectivity: From the asset to the edge, the edge to the cloud, and the cloud to the cloud
  3. Data capture and storage
  4. Edge computing
  5. Algorithms and analytics: The Central Processing Unit (CPU) and the Graphics Processing Unit (GPU)
  6. Platforms and applications
  7. Visualization: The dashboard, alerts, and Augmented Reality (AR) or Virtual Reality (VR)
  8. Insights and actions: A human in the loop and field services
  9. Feedback: Product feedback, processes/operations, and training
  10. Software development paradigms and low code
...
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