In this section, we will discuss the I-IoT data flow. We will look at it first from the perspective of its architecture and network, and then move on to considering the strengths and weaknesses of each available data source option. So far in this book, we have not yet seen a situation in which industrial equipment is directly connected to the cloud. This is actually technically possible—there are several pieces of industrial equipment that have this ability, using internet protocols such as MQTT, CoAP, and AMQP. Examples of this kind of equipment include complex packaging systems, Automated Guided Vehicles (AGVs), robotized working cells, or the devices and equipment involved in a fully-automated warehouse. In this section, however, we are interested in industrial plants in which the factory floor is built and managed by thousands of sensors...
Hands-On Industrial Internet of Things
By :
Hands-On Industrial Internet of Things
By:
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:
Hands-On Industrial Internet of Things
Table of Contents (18 chapters)
Preface
Free Chapter
Introduction to Industrial IoT
Understanding the Industrial Process and Devices
Industrial Data Flow and Devices
Implementing the Industrial IoT Data Flow
Applying Cybersecurity
Performing an Exercise Based on Industrial Protocols and Standards
Developing Industrial IoT and Architecture
Implementing a Custom Industrial IoT Platform
Understanding Industrial OEM Platforms
Implementing a Cloud Industrial IoT Solution with AWS
Implementing a Cloud Industrial IoT Solution with Google Cloud
Performing a Practical Industrial IoT Solution with Azure
Understanding Diagnostics, Maintenance, and Predictive Analytics
Implementing a Digital Twin – Advanced Analytics
Deploying Analytics on an IoT Platform
Assessment
Other Books You May Enjoy
Customer Reviews