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Hands-On Industrial Internet of Things

You're reading from   Hands-On Industrial Internet of Things Create a powerful Industrial IoT infrastructure using Industry 4.0

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Product type Paperback
Published in Nov 2018
Publisher Packt
ISBN-13 9781789537222
Length 556 pages
Edition 1st Edition
Tools
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Authors (2):
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Antonio Capasso Antonio Capasso
Author Profile Icon Antonio Capasso
Antonio Capasso
Giacomo Veneri Giacomo Veneri
Author Profile Icon Giacomo Veneri
Giacomo Veneri
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Toc

Table of Contents (18) Chapters Close

Preface 1. Introduction to Industrial IoT FREE CHAPTER 2. Understanding the Industrial Process and Devices 3. Industrial Data Flow and Devices 4. Implementing the Industrial IoT Data Flow 5. Applying Cybersecurity 6. Performing an Exercise Based on Industrial Protocols and Standards 7. Developing Industrial IoT and Architecture 8. Implementing a Custom Industrial IoT Platform 9. Understanding Industrial OEM Platforms 10. Implementing a Cloud Industrial IoT Solution with AWS 11. Implementing a Cloud Industrial IoT Solution with Google Cloud 12. Performing a Practical Industrial IoT Solution with Azure 13. Understanding Diagnostics, Maintenance, and Predictive Analytics 14. Implementing a Digital Twin – Advanced Analytics 15. Deploying Analytics on an IoT Platform 16. Assessment 17. Other Books You May Enjoy

Advanced analytics and digital twins

The official definition of a digital twin is a representation of a physical asset. The first experiments with digital twins were developed by NASA to mirror outer space as a virtual image. Later, digital twin technology was used for product design and manufacturing, in techniques such as 3D prototyping. When more complex objects began to produce data, digital twins moved beyond manufacturing into the domains of the I-IoT, artificial intelligence, and data analytics. Having a digital copy of a physical object gives data scientists the ability to optimize efficiency and create other what-if scenarios.

Digital twins are used in the following sectors:

  • Renewable energy: To emulate wind turbine plants and optimize production
  • Mechanical: For diagnostic purposes, degradation analysis, or what-if scenarios
  • Oil, gas, and power generation: To optimize...
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