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Hands-On Azure Digital Twins

You're reading from   Hands-On Azure Digital Twins A practical guide to building distributed IoT solutions

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Product type Paperback
Published in Mar 2022
Publisher Packt
ISBN-13 9781801071383
Length 446 pages
Edition 1st Edition
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Author (1):
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Alexander Meijers Alexander Meijers
Author Profile Icon Alexander Meijers
Alexander Meijers
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Table of Contents (25) Chapters Close

Preface 1. Section 1: Azure Digital Twin Essentials
2. Chapter 1: About Digital Twins FREE CHAPTER 3. Chapter 2: Requirements and Installation 4. Section 2: Getting Started with Azure Digital Twins
5. Chapter 3: Digital Twin Definition Model 6. Chapter 4: Understanding Models 7. Chapter 5: Model Elements 8. Chapter 6: Creating Relationships between Azure Digital Twin Models 9. Chapter 7: Querying Digital Twins 10. Chapter 8: Building Models Using Ontologies 11. Section 3: Digital Twins Advanced Techniques
12. Chapter 9: APIs and SDKs 13. Chapter 10: Building a Digital Twin Pipeline 14. Chapter 11: Updating the Model 15. Chapter 12: Event Routing 16. Chapter 13: Setting up Azure Maps 17. Chapter 14: Integrating Azure Maps 18. Chapter 15: Monitoring and Troubleshooting 19. Section 4: Digital Twin Implementations in Real-world Scenarios
20. Chapter 16: Facility of the Future 21. Chapter 17: Creating Digital Twins for Smart Building 22. Chapter 18: Simulations Using a Digital Twin 23. Assessments 24. Other Books You May Enjoy

Understanding simulation

Simulation is the imitation of some operation or process in the real world over time. Simulations are built based on two main core elements:

  • Model – The model describes the operation, process, or system with its characteristics and behaviors. An example would be a machine as the system we want to simulate. Characteristics would be the parameters that can be adjusted on the machine. Behaviors describe how the machine acts when changing these parameters.
  • Simulation – Simulation describes the evolution of the model over time. Taking the same example as above with a machine as a system, simulation would define how the outcome parameters of the machine would change during a certain period. These outcome parameters will specify how the machine is operating. Think of how the heating or rotation of a machine evolves over time when setting certain characteristics in the model.

There are so many examples of simulation in our world. We...

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