Book Image

Hands-On Azure Digital Twins

By : Alexander Meijers
Book Image

Hands-On Azure Digital Twins

By: Alexander Meijers

Overview of this book

In today’s world, clients are using more and more IoT sensors to monitor their business processes and assets. Think about collecting information such as pressure in an engine, the temperature, or a light switch being turned on or off in a room. The data collected can be used to create smart solutions for predicting future trends, creating simulations, and drawing insights using visualizations. This makes it beneficial for organizations to make digital twins, which are digital replicas of the real environment, to support these smart solutions. This book will help you understand the concept of digital twins and how it can be implemented using an Azure service called Azure Digital Twins. Starting with the requirements and installation of the Azure Digital Twins service, the book will explain the definition language used for modeling digital twins. From there, you'll go through each step of building digital twins using Azure Digital Twins and learn about the different SDKs and APIs and how to use them with several Azure services. Finally, you'll learn how digital twins can be used in practice with the help of several real-world scenarios. By the end of this book, you'll be confident in building and designing digital twins and integrating them with various Azure services.
Table of Contents (25 chapters)
1
Section 1: Azure Digital Twin Essentials
4
Section 2: Getting Started with Azure Digital Twins
11
Section 3: Digital Twins Advanced Techniques
19
Section 4: Digital Twin Implementations in Real-world Scenarios

Updating the digital twin

This section will describe what we need to get the digital twin updated in Azure Digital Twins, as shown in Figure 11.1. We will start by updating the current sensor model with a property for storing the sensor data coming from the demo sensor. Then we need to create a storage account that is used by an Azure function to get data from Azure Service Bus. The Azure function is created by using Visual Studio and is published to an Azure function placeholder in Azure. Finally, a digital twin is created from the model and will receive the sensor data from the demo sensor:

Figure 11.1 – Application architecture of a sensor connected to an Azure digital twin

Finally, a digital twin is created from the model and will receive the sensor data from the demo sensor.

Updating the sensor model

Our initial project contains a model for a sensor. But that model does not yet contain any defined properties. Since we need to update a digital...