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)

Building an asset registry to store asset information

In Chapter 7, Developing Industrial IoT and Architecture, we highlighted the importance of the asset registry and its role within the context of the I-IoT. The asset registry can maintain a lot of information, including the class of the model of our equipment, the ID of the equipment and its properties, the components of the equipment, the measures we have to monitor, the thresholds and functional parameters of our measures, and the hierarchy of our fleet. A typical hierarchy of our assets might look as follows:

Asset Instance ID:Asset Class ID -> Asset Instance Child ID:Asset Class ID

In the following example, the ACME: Enterprise manages SydneyPlant. This in turn hosts a subsystem, which includes CT001:

ACME:Enterprise -> SydneyPlant:Plant -> Train1:Segment -> CT001:Pump

CT001 is a pump, which we can use to...