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)

Industrial Data Flow and Devices

In this chapter, we'll take a close look at the equipment, devices, protocols, and software layers that manage industrial data along its path in the factory. We'll start from the sensors and track the path of data until we reach the edge, which is the external boundary of the I-IoT data flow inside the factory. We'll look at how industrial signals are generated and how they are managed, exchanged, and enriched by passing through the different levels of the CIM pyramid. We'll also consider what the main OT devices that are involved in each level are. The reader will learn about analog to digital conversion and vice versa, sensors and actuators, remote terminal units (RTU), embedded controllers, programmable logic controllers (PLCs), distributed control system (DCS), Supervisory Control and Data Acquisition (SCADA), Historian...