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)

Supervisory control and data acquisition (SCADA)

SCADA is a software application for the supervision and control of automated processes from a centralized location, both locally and remotely. The heart of a SCADA system is its modular and distributed software architecture. Control systems, which are typically PLCs (but not always), have the responsibility of feeding the SCADA system with the values ​​of the process variables to monitor the machine and the process behavior. The SCADA server nodes have the necessary drivers to communicate with the field devices either through their legacy communication protocols or often through OPC or a fieldbus protocol. At the server level, the data is gathered on a regular basis or, when changes occur, processed to filter noise, and then stored in a real-time database. There are two different types of data collection:

  • Polling...