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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

Building I-IoT analytics

Identifying the right parameters and techniques is the most important part of building I-IoT analytics. In 1977, John Tukey wrote the book Exploratory Data Analysis. The following method is based on EDA and is applied to the new cloud DevOps requirements. The following are the steps that we need to accomplish:

Analytics development workflow

Step 0 – problem statement

The first step is to always define the scope of the problem, the constraint of the problem, and the expected behavior. Then, we should align the business expectation with the technical expectation. It is a good practice during this step to define the success of our analytics. For example, you might accept 50% false positive results...

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