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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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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

Understanding Diagnostics, Maintenance, and Predictive Analytics

In the previous chapter, we implemented I-IoT platforms based on open source, Amazon Web Services (AWS), Original Equipment Manufacturer (OEM), Google Cloud Platform (GCP), and Azure. We also introduced some important topics, including storage, time-series, microservices, protocols, and data processing. Of these, the latter is without a doubt the most valuable topic. General Electric (GE) has monitored aircraft engines and power generation systems for 15 years and claims that just a 1% improvement in efficiency can add $276 billion in profit to major industries. To support these claims, we need to learn from our data and build a new generation of analytics. In the previous chapter, we implemented a few simple analytics. In this chapter, we will discover the most important use cases for I-IoT analytics.

In this chapter...

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