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

Designing the digital twin solution

The facility of the future is a perfect example of a scenario where you would use a digital twin. All of the data from the facility needs to be brought into a model that can clearly describe it with reference to entities with underlying relationships. In turn, this will allow us to get the right data to the end users.

To understand the architecture requirements we need to have a clear understanding of the end users. This will differ depending on the role, location, and tasks of the end user. In this example, we will be focusing on the following end users:

  • Operational manager: The operational manager is responsible for maintaining all operations at the facilities of the organization. They are always involved when an issue occurs and are required to manage the work of the organization. Managing the work involves assigning work orders to field technicians.
  • Field technician: Each field technician is specialized in several components...