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)

I-IoT analytics

Analytics are one of the most important aspects of the I-IoT and without a doubt are the most complex. To manage complex systems, we need advanced techniques. Because these technologies are very advanced, they can provide valuable and reliable insights, reducing false positives and false negatives. We can think, for example, of the analytics applied to avionic systems or those that apply in safety contexts; clearly, we need high reliability.

Use cases

Over the last five years, the authors of this book have collaborated to develop more than 150 different analytics and thousands of simple rules that can be applied to thousands of different assets. The following are the most important use cases of these analytics...