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 analyzed the main devices involved in the I-IoT data flow in an industrial plant in detail. We started from the generation of the data, looking at how physical measurements are captured by the transducers, converted to a digital signal, and passed through the industrial networks by controllers. We learned that industrial networks provide determinism in message delivery, which is a fundamental requisite in the control process. We discovered the enabling mechanisms that can guarantee deterministic networks. We compared a simplified networking model (an EPA) with the full model of the ISO/OSI stack and we looked at the methods that are used to access the physical link of the control network to ensure that the packet is transmitted within a determined time interval. We also learned that there are different types of industrial networks according to the length...