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

Components

Components are mostly used in scenarios where you want to model the existing situation in parts. Components are interfaces that do not normally exist on their own. They are an integrated part of the interface where they are referred from. Therefore, they differ from relationships. Relationships are more focused on the definition of the relationship between two interfaces, while interfaces can co-exist and act separately from each other. This was explained in Chapter 3, Digital Twin Definition Model:

Figure 5.8 – A high-level view of a model that contains two components

To explain and show such components, we can look at the preceding diagram. Here, we have an air conditioning system. This system consists of a unit and a controller. The unit and controller are intrinsically bound to each other. Their existence defines the air condition system. Therefore, the unit and controller are components of the system, each with their own defined metadata...