Book Image

Hands-On Industrial Internet of Things

By : Giacomo Veneri, Antonio Capasso
Book Image

Hands-On Industrial Internet of Things

By: Giacomo Veneri, Antonio Capasso

Overview of this book

We live in an era where advanced automation is used to achieve accurate results. To set up an automation environment, you need to first configure a network that can be accessed anywhere and by any device. This book is a practical guide that helps you discover the technologies and use cases for Industrial Internet of Things (IIOT). Hands-On Industrial Internet of Things takes you through the implementation of industrial processes and specialized control devices and protocols. You’ll study the process of identifying and connecting to different industrial data sources gathered from different sensors. Furthermore, you’ll be able to connect these sensors to cloud network, such as AWS IoT, Azure IoT, Google IoT, and OEM IoT platforms, and extract data from the cloud to your devices. As you progress through the chapters, you’ll gain hands-on experience in using open source Node-Red, Kafka, Cassandra, and Python. You will also learn how to develop streaming and batch-based Machine Learning algorithms. By the end of this book, you will have mastered the features of Industry 4.0 and be able to build stronger, faster, and more reliable IoT infrastructure in your Industry.
Table of Contents (18 chapters)

Summary

In this chapter, we discovered how to deploy analytics on Azure ML and AWS SageMaker, using the algorithms developed in Chapters 13, Understanding Diagnostics, Maintenance, and Predictive Analytics, and Chapter 14, Implementing a Digital Twin - Advanced Analytics. We looked at the differences between the deployment methodologies of Azure, AWS, and GCP, and we also explored the new trend of IoT Analytics.

This chapter is the last chapter of our journey into Industrial IoT, which we started in Chapter 1, Introduction to Industrial IoT. We began by looking at the differences between the IoT and the I-IoT. The first four chapters talked about the most important data sources in the industrial sector and the differences between them. We looked at the OPC UA and learned how it is the new upcoming standard in the industrial sector. We also understood the differences between data...