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)

Measurements and the actuator chain

The devices that measure and act on the process variables are of fundamental importance in implementing a control system. Their values are used by controllers, together with the reference values that are inputted, to generate the control signals. This is outlined in the following diagram, where we have the following:

  • Set point (SP): This is the reference and the desired value for a specific process variable
  • Controlled value (CV): This is the calculated value for the control variable to fit the reference value
  • Process value (PV): This is the measurement of the process value that comes from the process:
Measurement and actuator chain

Let's think about a very simple example. When you turn on your oven, the SP is the temperature that you want to set. The CV is the value of the electric current that is feeding the heating elements of the...