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.

Related Content you might be interested in

Current Title:

Small book image
Hands-On Industrial Internet of Things
Giacomo Veneri | Antonio Capasso
Nov, 2018 | 556 pages
Small book image
Industrial IoT for Architects and Engineers
Joey Bernal | Bharath Sridhar
Jan, 2023 | 344 pages
Small book image
Practical Industrial Internet of Things Security
Sravani Bhattacharjee
Jul, 2018 | 324 pages
Small book image
Industrial Internet Application Development
Alena Traukina | Jayant Thomas | Prashant Tyagi | Veera Kishore Reddipalli
Sep, 2018 | 412 pages
Table of Contents (18 chapters)
Preface
Preface
Who this book is for
What this book covers
To get the most out of this book
Get in touch
Free Chapter
1
Introduction to Industrial IoT
Introduction to Industrial IoT
Technical requirements
IoT background
IoT key technologies
What is the I-IoT?
Use cases of the I-IoT
IoT and I-IoT – similarities and differences
IoT analytics and AI
Industry environments and scenarios covered by I-IoT
Summary
Questions
Further reading
2
Understanding the Industrial Process and Devices
Understanding the Industrial Process and Devices
Technical requirements
The industrial process
The CIM pyramid
The I-IoT data flow
Summary
Questions
Further reading
3
Industrial Data Flow and Devices
Industrial Data Flow and Devices
Technical requirements
The I-IoT data flow in the factory
Measurements and the actuator chain
Controllers
Industrial protocols
Supervisory control and data acquisition (SCADA)
Historian
ERP and MES
Summary
Questions
Further reading
4
Implementing the Industrial IoT Data Flow
Implementing the Industrial IoT Data Flow
Discovering OPC
Understanding the I-IoT edge
Implementing the I-IoT data flow
Summary
Questions
Further reading
5
Applying Cybersecurity
Applying Cybersecurity
What is a DiD strategy?
Firewalls
Common control-network-segregation architectures
Securing the I-IoT data flow
Summary
Questions
Further reading
6
Performing an Exercise Based on Industrial Protocols and Standards
Performing an Exercise Based on Industrial Protocols and Standards
Technical requirements
The OPC UA Simulation Server
The edge
Summary
Questions
Further reading
7
Developing Industrial IoT and Architecture
Developing Industrial IoT and Architecture
Technical requirements
Introduction to the I-IoT platform and architectures
OSGi, microservice, containers, and serverless computing
The standard I-IoT flow
Summary
Questions
Further reading
8
Implementing a Custom Industrial IoT Platform
Implementing a Custom Industrial IoT Platform
Technical requirements
An open source platform in practice
Mosquitto as MQTT connector
Apache Kafka as a data dispatcher
Storing time-series data on Apache Cassandra
Building an asset registry to store asset information
Pro and cons of the proposed platform
Summary
Questions
Further reading
9
Understanding Industrial OEM Platforms
Understanding Industrial OEM Platforms
Technical requirements
I-IoT OEM platforms
The Predix Platform
The MindSphere platform
Other platforms
Summary
Questions
Further reading
10
Implementing a Cloud Industrial IoT Solution with AWS
Implementing a Cloud Industrial IoT Solution with AWS
Technical requirements
AWS architecture
Registering for AWS
IoT Core
Storing data
AWS analytics
QuickSight
Summary
Questions
Further reading
11
Implementing a Cloud Industrial IoT Solution with Google Cloud
Implementing a Cloud Industrial IoT Solution with Google Cloud
Technical requirements
Google Cloud IoT
Starting with IoT Core
Bigtable
Cloud Functions
GCP for analytics
Summary
Questions
Further reading
12
Performing a Practical Industrial IoT Solution with Azure
Performing a Practical Industrial IoT Solution with Azure
Technical requirements
Azure IoT
Azure analytics
Building visualizations with Power BI
Time Series Insights (TSI)
Connecting a device with IoT Edge
Comparing the platforms
Summary
Questions
Further reading
13
Understanding Diagnostics, Maintenance, and Predictive Analytics
Understanding Diagnostics, Maintenance, and Predictive Analytics
Technical requirements
I-IoT analytics
The different classes of analytics
I-IoT analytics technologies
Building I-IoT analytics
Understanding the role of the infrastructure
Deploying analytics
Open System Architecture (OSA)
Analytics in practice
Summary
Questions
Further reading
14
Implementing a Digital Twin – Advanced Analytics
Implementing a Digital Twin – Advanced Analytics
Technical requirements
Advanced analytics and digital twins
Advanced analytics in practice
Platforms for digital twins
Other kinds of I-IoT data
Summary
Questions
Further reading
15
Deploying Analytics on an IoT Platform
Deploying Analytics on an IoT Platform
Technical requirements
Working with the Azure ML service
Implementing analytics on AWS SageMaker
Understanding the advanced analytics capabilities of GCP
Discovering multi-cloud solutions
Summary
Questions
Further reading
16
Assessment
Assessment
Chapter 1: Introduction to Industrial IoT
Chapter 2: Understanding the Industrial Process and Devices
Chapter 3: Industrial Data Flow and Devices
Chapter 4: Implementing the Industrial IoT Data Flow
Chapter 5: Applying Cybersecurity
Chapter 6: Performing an Exercise Based on Industrial Protocols and Standards
Chapter 7: Developing Industrial IoT and Architecture
Chapter 8: Implementing a Custom Industrial IoT Platform
Chapter 9: Understanding Industrial OEM Platforms
Chapter 10: Implementing a Cloud Industrial IoT Solution with AWS
Chapter 11: Implementing a Cloud Industrial IoT Solution with Google Cloud
Chapter 12: Performing a Practical Industrial IoT Solution with Azure
Chapter 13: Understanding Diagnostics, Maintenance, and Predictive Analytics
Chapter 14: Implementing a Digital Twin - Advanced Analytics
Chapter 15: Deploying Analytics on an IoT Platform
17
Other Books You May Enjoy
Other Books You May Enjoy
Leave a review - let other readers know what you think

Other platforms

As we mentioned before, there are more than 120 platforms for IoT. Most of these are specific to IoT and are not appropriate for I-IoT. We will compare a few of these platforms.

  • Bosch IoT: Bosch IoT is an IoT platform based on OSGi. It is very easy to manage devices using this platform, and it offers a very good solution to integrate on-premise solutions.
  • Rockwell Automation and ThingWorx IoT Platform: Rockwell is one of the leaders in the industry sector of automation. It has a good collaboration with PTC for ThingWorx. ThingWorx is an IoT platform which has a complete suite of products, from acquisition to virtual reality, design, and operations.
  • Intel IoT: The Intel IoT platform offers good support for SDK, data-management, and device-management. We used this device during the exercise with the Predix developer kit. It is very easy and intuitive to configure...
Previous Section
End of Section 6
Next Section